id sid tid token lemma pos cord-331885-8zmuhebu 1 1 key key NN cord-331885-8zmuhebu 1 2 : : : cord-331885-8zmuhebu 2 1 cord-331885 cord-331885 NNP cord-331885-8zmuhebu 2 2 - - HYPH cord-331885-8zmuhebu 2 3 8zmuhebu 8zmuhebu NNP cord-331885-8zmuhebu 3 1 authors author NNS cord-331885-8zmuhebu 3 2 : : : cord-331885-8zmuhebu 3 3 Xu Xu NNP cord-331885-8zmuhebu 3 4 , , , cord-331885-8zmuhebu 3 5 Xiuyan Xiuyan NNP cord-331885-8zmuhebu 3 6 title title NN cord-331885-8zmuhebu 3 7 : : : cord-331885-8zmuhebu 3 8 Risk risk NN cord-331885-8zmuhebu 3 9 factor factor NN cord-331885-8zmuhebu 3 10 analysis analysis NN cord-331885-8zmuhebu 3 11 combined combine VBN cord-331885-8zmuhebu 3 12 with with IN cord-331885-8zmuhebu 3 13 deep deep JJ cord-331885-8zmuhebu 3 14 learning learning NN cord-331885-8zmuhebu 3 15 in in IN cord-331885-8zmuhebu 3 16 the the DT cord-331885-8zmuhebu 3 17 risk risk NN cord-331885-8zmuhebu 3 18 assessment assessment NN cord-331885-8zmuhebu 3 19 of of IN cord-331885-8zmuhebu 3 20 overseas overseas JJ cord-331885-8zmuhebu 3 21 investment investment NN cord-331885-8zmuhebu 3 22 of of IN cord-331885-8zmuhebu 3 23 enterprises enterprise NNS cord-331885-8zmuhebu 3 24 date date NN cord-331885-8zmuhebu 3 25 : : : cord-331885-8zmuhebu 3 26 2020 2020 CD cord-331885-8zmuhebu 3 27 - - SYM cord-331885-8zmuhebu 3 28 10 10 CD cord-331885-8zmuhebu 3 29 - - SYM cord-331885-8zmuhebu 3 30 02 02 CD cord-331885-8zmuhebu 3 31 journal journal NN cord-331885-8zmuhebu 3 32 : : : cord-331885-8zmuhebu 4 1 PLoS PLoS NNP cord-331885-8zmuhebu 4 2 One one CD cord-331885-8zmuhebu 4 3 DOI DOI NNP cord-331885-8zmuhebu 4 4 : : : cord-331885-8zmuhebu 4 5 10.1371 10.1371 CD cord-331885-8zmuhebu 4 6 / / SYM cord-331885-8zmuhebu 4 7 journal.pone.0239635 journal.pone.0239635 NN cord-331885-8zmuhebu 4 8 sha sha NNP cord-331885-8zmuhebu 4 9 : : : cord-331885-8zmuhebu 5 1 b46c2de5b262bc25f201f47c2970e2ccd4a32cc2 b46c2de5b262bc25f201f47c2970e2ccd4a32cc2 IN cord-331885-8zmuhebu 5 2 doc_id doc_id CD cord-331885-8zmuhebu 6 1 : : : cord-331885-8zmuhebu 6 2 331885 331885 CD cord-331885-8zmuhebu 6 3 cord_uid cord_uid FW cord-331885-8zmuhebu 6 4 : : : cord-331885-8zmuhebu 7 1 8zmuhebu 8zmuhebu CD cord-331885-8zmuhebu 8 1 To to TO cord-331885-8zmuhebu 8 2 evaluate evaluate VB cord-331885-8zmuhebu 8 3 the the DT cord-331885-8zmuhebu 8 4 overseas overseas JJ cord-331885-8zmuhebu 8 5 investment investment NN cord-331885-8zmuhebu 8 6 risks risk NNS cord-331885-8zmuhebu 8 7 of of IN cord-331885-8zmuhebu 8 8 enterprises enterprise NNS cord-331885-8zmuhebu 8 9 and and CC cord-331885-8zmuhebu 8 10 expand expand VB cord-331885-8zmuhebu 8 11 the the DT cord-331885-8zmuhebu 8 12 application application NN cord-331885-8zmuhebu 8 13 and and CC cord-331885-8zmuhebu 8 14 development development NN cord-331885-8zmuhebu 8 15 of of IN cord-331885-8zmuhebu 8 16 deep deep JJ cord-331885-8zmuhebu 8 17 learning learning NN cord-331885-8zmuhebu 8 18 methods method NNS cord-331885-8zmuhebu 8 19 in in IN cord-331885-8zmuhebu 8 20 risk risk NN cord-331885-8zmuhebu 8 21 assessment assessment NN cord-331885-8zmuhebu 8 22 , , , cord-331885-8zmuhebu 8 23 15 15 CD cord-331885-8zmuhebu 8 24 national national JJ cord-331885-8zmuhebu 8 25 clusters cluster NNS cord-331885-8zmuhebu 8 26 are be VBP cord-331885-8zmuhebu 8 27 utilized utilize VBN cord-331885-8zmuhebu 8 28 as as IN cord-331885-8zmuhebu 8 29 samples sample NNS cord-331885-8zmuhebu 8 30 to to TO cord-331885-8zmuhebu 8 31 analyze analyze VB cord-331885-8zmuhebu 8 32 and and CC cord-331885-8zmuhebu 8 33 discuss discuss VB cord-331885-8zmuhebu 8 34 the the DT cord-331885-8zmuhebu 8 35 overseas overseas JJ cord-331885-8zmuhebu 8 36 investment investment NN cord-331885-8zmuhebu 8 37 risk risk NN cord-331885-8zmuhebu 8 38 indicators indicator NNS cord-331885-8zmuhebu 8 39 of of IN cord-331885-8zmuhebu 8 40 enterprises enterprise NNS cord-331885-8zmuhebu 8 41 . . . cord-331885-8zmuhebu 9 1 First first RB cord-331885-8zmuhebu 9 2 , , , cord-331885-8zmuhebu 9 3 based base VBN cord-331885-8zmuhebu 9 4 on on IN cord-331885-8zmuhebu 9 5 the the DT cord-331885-8zmuhebu 9 6 indicator indicator NN cord-331885-8zmuhebu 9 7 system system NN cord-331885-8zmuhebu 9 8 of of IN cord-331885-8zmuhebu 9 9 overseas overseas JJ cord-331885-8zmuhebu 9 10 investment investment NN cord-331885-8zmuhebu 9 11 risks risk NNS cord-331885-8zmuhebu 9 12 , , , cord-331885-8zmuhebu 9 13 five five CD cord-331885-8zmuhebu 9 14 major major JJ cord-331885-8zmuhebu 9 15 types type NNS cord-331885-8zmuhebu 9 16 of of IN cord-331885-8zmuhebu 9 17 investment investment NN cord-331885-8zmuhebu 9 18 risks risk NNS cord-331885-8zmuhebu 9 19 are be VBP cord-331885-8zmuhebu 9 20 identified identify VBN cord-331885-8zmuhebu 9 21 . . . cord-331885-8zmuhebu 10 1 Second second RB cord-331885-8zmuhebu 10 2 , , , cord-331885-8zmuhebu 10 3 the the DT cord-331885-8zmuhebu 10 4 Deep Deep NNP cord-331885-8zmuhebu 10 5 Neural Neural NNP cord-331885-8zmuhebu 10 6 Network Network NNP cord-331885-8zmuhebu 10 7 ( ( -LRB- cord-331885-8zmuhebu 10 8 DNN DNN NNP cord-331885-8zmuhebu 10 9 ) ) -RRB- cord-331885-8zmuhebu 10 10 is be VBZ cord-331885-8zmuhebu 10 11 introduced introduce VBN cord-331885-8zmuhebu 10 12 ; ; : cord-331885-8zmuhebu 10 13 a a DT cord-331885-8zmuhebu 10 14 risk risk NN cord-331885-8zmuhebu 10 15 evaluation evaluation NN cord-331885-8zmuhebu 10 16 model model NN cord-331885-8zmuhebu 10 17 is be VBZ cord-331885-8zmuhebu 10 18 constructed construct VBN cord-331885-8zmuhebu 10 19 for for IN cord-331885-8zmuhebu 10 20 enterprise enterprise NN cord-331885-8zmuhebu 10 21 overseas overseas JJ cord-331885-8zmuhebu 10 22 investment investment NN cord-331885-8zmuhebu 10 23 . . . cord-331885-8zmuhebu 11 1 Finally finally RB cord-331885-8zmuhebu 11 2 , , , cord-331885-8zmuhebu 11 3 the the DT cord-331885-8zmuhebu 11 4 investment investment NN cord-331885-8zmuhebu 11 5 attractiveness attractiveness NN cord-331885-8zmuhebu 11 6 index index NN cord-331885-8zmuhebu 11 7 in in IN cord-331885-8zmuhebu 11 8 the the DT cord-331885-8zmuhebu 11 9 Fraser Fraser NNP cord-331885-8zmuhebu 11 10 risk risk NN cord-331885-8zmuhebu 11 11 assessment assessment NN cord-331885-8zmuhebu 11 12 learning learning NN cord-331885-8zmuhebu 11 13 label label NN cord-331885-8zmuhebu 11 14 is be VBZ cord-331885-8zmuhebu 11 15 adopted adopt VBN cord-331885-8zmuhebu 11 16 as as IN cord-331885-8zmuhebu 11 17 the the DT cord-331885-8zmuhebu 11 18 evaluation evaluation NN cord-331885-8zmuhebu 11 19 results result NNS cord-331885-8zmuhebu 11 20 of of IN cord-331885-8zmuhebu 11 21 the the DT cord-331885-8zmuhebu 11 22 model model NN cord-331885-8zmuhebu 11 23 . . . cord-331885-8zmuhebu 12 1 According accord VBG cord-331885-8zmuhebu 12 2 to to IN cord-331885-8zmuhebu 12 3 the the DT cord-331885-8zmuhebu 12 4 classification classification NN cord-331885-8zmuhebu 12 5 of of IN cord-331885-8zmuhebu 12 6 risks risk NNS cord-331885-8zmuhebu 12 7 , , , cord-331885-8zmuhebu 12 8 the the DT cord-331885-8zmuhebu 12 9 model model NN cord-331885-8zmuhebu 12 10 is be VBZ cord-331885-8zmuhebu 12 11 trained train VBN cord-331885-8zmuhebu 12 12 and and CC cord-331885-8zmuhebu 12 13 its -PRON- PRP$ cord-331885-8zmuhebu 12 14 performance performance NN cord-331885-8zmuhebu 12 15 is be VBZ cord-331885-8zmuhebu 12 16 tested test VBN cord-331885-8zmuhebu 12 17 . . . cord-331885-8zmuhebu 13 1 The the DT cord-331885-8zmuhebu 13 2 results result NNS cord-331885-8zmuhebu 13 3 show show VBP cord-331885-8zmuhebu 13 4 that that IN cord-331885-8zmuhebu 13 5 the the DT cord-331885-8zmuhebu 13 6 major major JJ cord-331885-8zmuhebu 13 7 source source NN cord-331885-8zmuhebu 13 8 of of IN cord-331885-8zmuhebu 13 9 overseas overseas JJ cord-331885-8zmuhebu 13 10 investment investment NN cord-331885-8zmuhebu 13 11 risks risk NNS cord-331885-8zmuhebu 13 12 includes include VBZ cord-331885-8zmuhebu 13 13 basic basic JJ cord-331885-8zmuhebu 13 14 resources resource NNS cord-331885-8zmuhebu 13 15 , , , cord-331885-8zmuhebu 13 16 political political JJ cord-331885-8zmuhebu 13 17 systems system NNS cord-331885-8zmuhebu 13 18 , , , cord-331885-8zmuhebu 13 19 economic economic JJ cord-331885-8zmuhebu 13 20 and and CC cord-331885-8zmuhebu 13 21 financial financial JJ cord-331885-8zmuhebu 13 22 development development NN cord-331885-8zmuhebu 13 23 , , , cord-331885-8zmuhebu 13 24 and and CC cord-331885-8zmuhebu 13 25 environmental environmental JJ cord-331885-8zmuhebu 13 26 protection protection NN cord-331885-8zmuhebu 13 27 . . . cord-331885-8zmuhebu 14 1 The the DT cord-331885-8zmuhebu 14 2 corresponding corresponding JJ cord-331885-8zmuhebu 14 3 risk risk NN cord-331885-8zmuhebu 14 4 score score NN cord-331885-8zmuhebu 14 5 is be VBZ cord-331885-8zmuhebu 14 6 high high JJ cord-331885-8zmuhebu 14 7 . . . cord-331885-8zmuhebu 15 1 North north JJ cord-331885-8zmuhebu 15 2 American american JJ cord-331885-8zmuhebu 15 3 country country NN cord-331885-8zmuhebu 15 4 clusters cluster NNS cord-331885-8zmuhebu 15 5 and and CC cord-331885-8zmuhebu 15 6 Oceanian oceanian JJ cord-331885-8zmuhebu 15 7 country country NN cord-331885-8zmuhebu 15 8 clusters cluster NNS cord-331885-8zmuhebu 15 9 have have VBP cord-331885-8zmuhebu 15 10 lower low JJR cord-331885-8zmuhebu 15 11 investment investment NN cord-331885-8zmuhebu 15 12 risks risk NNS cord-331885-8zmuhebu 15 13 , , , cord-331885-8zmuhebu 15 14 while while IN cord-331885-8zmuhebu 15 15 the the DT cord-331885-8zmuhebu 15 16 investment investment NN cord-331885-8zmuhebu 15 17 risks risk NNS cord-331885-8zmuhebu 15 18 in in IN cord-331885-8zmuhebu 15 19 Africa Africa NNP cord-331885-8zmuhebu 15 20 , , , cord-331885-8zmuhebu 15 21 Latin Latin NNP cord-331885-8zmuhebu 15 22 America America NNP cord-331885-8zmuhebu 15 23 , , , cord-331885-8zmuhebu 15 24 and and CC cord-331885-8zmuhebu 15 25 Asia Asia NNP cord-331885-8zmuhebu 15 26 are be VBP cord-331885-8zmuhebu 15 27 affected affect VBN cord-331885-8zmuhebu 15 28 by by IN cord-331885-8zmuhebu 15 29 multiple multiple JJ cord-331885-8zmuhebu 15 30 factors factor NNS cord-331885-8zmuhebu 15 31 of of IN cord-331885-8zmuhebu 15 32 the the DT cord-331885-8zmuhebu 15 33 specific specific JJ cord-331885-8zmuhebu 15 34 cities city NNS cord-331885-8zmuhebu 15 35 . . . cord-331885-8zmuhebu 16 1 This this DT cord-331885-8zmuhebu 16 2 is be VBZ cord-331885-8zmuhebu 16 3 closely closely RB cord-331885-8zmuhebu 16 4 related related JJ cord-331885-8zmuhebu 16 5 to to IN cord-331885-8zmuhebu 16 6 the the DT cord-331885-8zmuhebu 16 7 resources resource NNS cord-331885-8zmuhebu 16 8 and and CC cord-331885-8zmuhebu 16 9 legal legal JJ cord-331885-8zmuhebu 16 10 systems system NNS cord-331885-8zmuhebu 16 11 possessed possess VBN cord-331885-8zmuhebu 16 12 by by IN cord-331885-8zmuhebu 16 13 the the DT cord-331885-8zmuhebu 16 14 country country NN cord-331885-8zmuhebu 16 15 clusters cluster NNS cord-331885-8zmuhebu 16 16 . . . cord-331885-8zmuhebu 17 1 This this DT cord-331885-8zmuhebu 17 2 is be VBZ cord-331885-8zmuhebu 17 3 of of IN cord-331885-8zmuhebu 17 4 great great JJ cord-331885-8zmuhebu 17 5 significance significance NN cord-331885-8zmuhebu 17 6 for for IN cord-331885-8zmuhebu 17 7 enterprises enterprise NNS cord-331885-8zmuhebu 17 8 to to TO cord-331885-8zmuhebu 17 9 conduct conduct VB cord-331885-8zmuhebu 17 10 risk risk NN cord-331885-8zmuhebu 17 11 assessment assessment NN cord-331885-8zmuhebu 17 12 in in IN cord-331885-8zmuhebu 17 13 overseas overseas JJ cord-331885-8zmuhebu 17 14 investment investment NN cord-331885-8zmuhebu 17 15 . . . cord-331885-8zmuhebu 18 1 In in IN cord-331885-8zmuhebu 18 2 the the DT cord-331885-8zmuhebu 18 3 overseas overseas JJ cord-331885-8zmuhebu 18 4 investment investment NN cord-331885-8zmuhebu 18 5 activities activity NNS cord-331885-8zmuhebu 18 6 of of IN cord-331885-8zmuhebu 18 7 enterprises enterprise NNS cord-331885-8zmuhebu 18 8 , , , cord-331885-8zmuhebu 18 9 risk risk NN cord-331885-8zmuhebu 18 10 is be VBZ cord-331885-8zmuhebu 18 11 the the DT cord-331885-8zmuhebu 18 12 most most RBS cord-331885-8zmuhebu 18 13 critical critical JJ cord-331885-8zmuhebu 18 14 problem problem NN cord-331885-8zmuhebu 18 15 and and CC cord-331885-8zmuhebu 18 16 challenge challenge NN cord-331885-8zmuhebu 18 17 [ [ -LRB- cord-331885-8zmuhebu 18 18 1 1 CD cord-331885-8zmuhebu 18 19 , , , cord-331885-8zmuhebu 18 20 2 2 CD cord-331885-8zmuhebu 18 21 ] ] -RRB- cord-331885-8zmuhebu 18 22 . . . cord-331885-8zmuhebu 19 1 Especially especially RB cord-331885-8zmuhebu 19 2 , , , cord-331885-8zmuhebu 19 3 for for IN cord-331885-8zmuhebu 19 4 mining mining NN cord-331885-8zmuhebu 19 5 enterprises enterprise NNS cord-331885-8zmuhebu 19 6 , , , cord-331885-8zmuhebu 19 7 their -PRON- PRP$ cord-331885-8zmuhebu 19 8 overseas overseas JJ cord-331885-8zmuhebu 19 9 investment investment NN cord-331885-8zmuhebu 19 10 projects project NNS cord-331885-8zmuhebu 19 11 are be VBP cord-331885-8zmuhebu 19 12 affected affect VBN cord-331885-8zmuhebu 19 13 by by IN cord-331885-8zmuhebu 19 14 multiple multiple JJ cord-331885-8zmuhebu 19 15 factors factor NNS cord-331885-8zmuhebu 19 16 such such JJ cord-331885-8zmuhebu 19 17 as as IN cord-331885-8zmuhebu 19 18 long long JJ cord-331885-8zmuhebu 19 19 periods period NNS cord-331885-8zmuhebu 19 20 and and CC cord-331885-8zmuhebu 19 21 various various JJ cord-331885-8zmuhebu 19 22 uncertainties uncertainty NNS cord-331885-8zmuhebu 19 23 . . . cord-331885-8zmuhebu 20 1 The the DT cord-331885-8zmuhebu 20 2 impact impact NN cord-331885-8zmuhebu 20 3 on on IN cord-331885-8zmuhebu 20 4 the the DT cord-331885-8zmuhebu 20 5 ecological ecological JJ cord-331885-8zmuhebu 20 6 environment environment NN cord-331885-8zmuhebu 20 7 is be VBZ cord-331885-8zmuhebu 20 8 large large JJ cord-331885-8zmuhebu 20 9 . . . cord-331885-8zmuhebu 21 1 Under under IN cord-331885-8zmuhebu 21 2 the the DT cord-331885-8zmuhebu 21 3 action action NN cord-331885-8zmuhebu 21 4 of of IN cord-331885-8zmuhebu 21 5 multiple multiple JJ cord-331885-8zmuhebu 21 6 factors factor NNS cord-331885-8zmuhebu 21 7 , , , cord-331885-8zmuhebu 21 8 there there EX cord-331885-8zmuhebu 21 9 is be VBZ cord-331885-8zmuhebu 21 10 a a DT cord-331885-8zmuhebu 21 11 greater great JJR cord-331885-8zmuhebu 21 12 degree degree NN cord-331885-8zmuhebu 21 13 of of IN cord-331885-8zmuhebu 21 14 uncertainty uncertainty NN cord-331885-8zmuhebu 21 15 between between IN cord-331885-8zmuhebu 21 16 the the DT cord-331885-8zmuhebu 21 17 investment investment NN cord-331885-8zmuhebu 21 18 expenditure expenditure NN cord-331885-8zmuhebu 21 19 of of IN cord-331885-8zmuhebu 21 20 mining mining NN cord-331885-8zmuhebu 21 21 enterprises enterprise NNS cord-331885-8zmuhebu 21 22 and and CC cord-331885-8zmuhebu 21 23 the the DT cord-331885-8zmuhebu 21 24 expected expect VBN cord-331885-8zmuhebu 21 25 benefits benefit NNS cord-331885-8zmuhebu 21 26 . . . cord-331885-8zmuhebu 22 1 Therefore therefore RB cord-331885-8zmuhebu 22 2 , , , cord-331885-8zmuhebu 22 3 the the DT cord-331885-8zmuhebu 22 4 application application NN cord-331885-8zmuhebu 22 5 of of IN cord-331885-8zmuhebu 22 6 scientific scientific JJ cord-331885-8zmuhebu 22 7 and and CC cord-331885-8zmuhebu 22 8 effective effective JJ cord-331885-8zmuhebu 22 9 solutions solution NNS cord-331885-8zmuhebu 22 10 to to TO cord-331885-8zmuhebu 22 11 assess assess VB cord-331885-8zmuhebu 22 12 the the DT cord-331885-8zmuhebu 22 13 investment investment NN cord-331885-8zmuhebu 22 14 risks risk NNS cord-331885-8zmuhebu 22 15 has have VBZ cord-331885-8zmuhebu 22 16 great great JJ cord-331885-8zmuhebu 22 17 significance significance NN cord-331885-8zmuhebu 22 18 in in IN cord-331885-8zmuhebu 22 19 reducing reduce VBG cord-331885-8zmuhebu 22 20 losses loss NNS cord-331885-8zmuhebu 22 21 of of IN cord-331885-8zmuhebu 22 22 enterprises enterprise NNS cord-331885-8zmuhebu 22 23 and and CC cord-331885-8zmuhebu 22 24 ensuring ensure VBG cord-331885-8zmuhebu 22 25 the the DT cord-331885-8zmuhebu 22 26 utilization utilization NN cord-331885-8zmuhebu 22 27 of of IN cord-331885-8zmuhebu 22 28 overseas overseas JJ cord-331885-8zmuhebu 22 29 resources resource NNS cord-331885-8zmuhebu 22 30 and and CC cord-331885-8zmuhebu 22 31 energy energy NN cord-331885-8zmuhebu 22 32 . . . cord-331885-8zmuhebu 23 1 The the DT cord-331885-8zmuhebu 23 2 assessment assessment NN cord-331885-8zmuhebu 23 3 of of IN cord-331885-8zmuhebu 23 4 investment investment NN cord-331885-8zmuhebu 23 5 risks risk NNS cord-331885-8zmuhebu 23 6 has have VBZ cord-331885-8zmuhebu 23 7 been be VBN cord-331885-8zmuhebu 23 8 extensively extensively RB cord-331885-8zmuhebu 23 9 discussed discuss VBN cord-331885-8zmuhebu 23 10 by by IN cord-331885-8zmuhebu 23 11 researchers researcher NNS cord-331885-8zmuhebu 23 12 . . . cord-331885-8zmuhebu 24 1 researched research VBD cord-331885-8zmuhebu 24 2 the the DT cord-331885-8zmuhebu 24 3 risk risk NN cord-331885-8zmuhebu 24 4 management management NN cord-331885-8zmuhebu 24 5 strategy strategy NN cord-331885-8zmuhebu 24 6 of of IN cord-331885-8zmuhebu 24 7 chemical chemical NN cord-331885-8zmuhebu 24 8 industry industry NN cord-331885-8zmuhebu 24 9 clusters cluster NNS cord-331885-8zmuhebu 24 10 and and CC cord-331885-8zmuhebu 24 11 found find VBD cord-331885-8zmuhebu 24 12 that that IN cord-331885-8zmuhebu 24 13 when when WRB cord-331885-8zmuhebu 24 14 unexpected unexpected JJ cord-331885-8zmuhebu 24 15 losses loss NNS cord-331885-8zmuhebu 24 16 increased increase VBD cord-331885-8zmuhebu 24 17 , , , cord-331885-8zmuhebu 24 18 enterprises enterprise NNS cord-331885-8zmuhebu 24 19 were be VBD cord-331885-8zmuhebu 24 20 more more RBR cord-331885-8zmuhebu 24 21 inclined inclined JJ cord-331885-8zmuhebu 24 22 to to TO cord-331885-8zmuhebu 24 23 adopt adopt VB cord-331885-8zmuhebu 24 24 high high JJ cord-331885-8zmuhebu 24 25 - - HYPH cord-331885-8zmuhebu 24 26 level level NN cord-331885-8zmuhebu 24 27 investment investment NN cord-331885-8zmuhebu 24 28 strategies strategy NNS cord-331885-8zmuhebu 24 29 [ [ -LRB- cord-331885-8zmuhebu 24 30 3 3 CD cord-331885-8zmuhebu 24 31 ] ] -RRB- cord-331885-8zmuhebu 24 32 . . . cord-331885-8zmuhebu 25 1 For for IN cord-331885-8zmuhebu 25 2 the the DT cord-331885-8zmuhebu 25 3 difficulty difficulty NN cord-331885-8zmuhebu 25 4 in in IN cord-331885-8zmuhebu 25 5 calculating calculate VBG cord-331885-8zmuhebu 25 6 the the DT cord-331885-8zmuhebu 25 7 a1111111111 a1111111111 NN cord-331885-8zmuhebu 25 8 a1111111111 a1111111111 NNP cord-331885-8zmuhebu 26 1 a1111111111 a1111111111 NNP cord-331885-8zmuhebu 26 2 a1111111111 a1111111111 NNP cord-331885-8zmuhebu 26 3 a1111111111 a1111111111 NNP cord-331885-8zmuhebu 26 4 weight weight NN cord-331885-8zmuhebu 26 5 of of IN cord-331885-8zmuhebu 26 6 risk risk NN cord-331885-8zmuhebu 26 7 assessment assessment NN cord-331885-8zmuhebu 26 8 indicators indicator NNS cord-331885-8zmuhebu 26 9 in in IN cord-331885-8zmuhebu 26 10 traditional traditional JJ cord-331885-8zmuhebu 26 11 investment investment NN cord-331885-8zmuhebu 26 12 risk risk NN cord-331885-8zmuhebu 26 13 assessment assessment NN cord-331885-8zmuhebu 26 14 models model NNS cord-331885-8zmuhebu 26 15 , , , cord-331885-8zmuhebu 26 16 Ren Ren NNP cord-331885-8zmuhebu 26 17 and and CC cord-331885-8zmuhebu 26 18 Du Du NNP cord-331885-8zmuhebu 26 19 ( ( -LRB- cord-331885-8zmuhebu 26 20 2018 2018 CD cord-331885-8zmuhebu 26 21 ) ) -RRB- cord-331885-8zmuhebu 26 22 constructed construct VBD cord-331885-8zmuhebu 26 23 an an DT cord-331885-8zmuhebu 26 24 industrial industrial JJ cord-331885-8zmuhebu 26 25 investment investment NN cord-331885-8zmuhebu 26 26 risk risk NN cord-331885-8zmuhebu 26 27 assessment assessment NN cord-331885-8zmuhebu 26 28 indicator indicator NN cord-331885-8zmuhebu 26 29 system system NN cord-331885-8zmuhebu 26 30 from from IN cord-331885-8zmuhebu 26 31 the the DT cord-331885-8zmuhebu 26 32 levels level NNS cord-331885-8zmuhebu 26 33 of of IN cord-331885-8zmuhebu 26 34 systemic systemic JJ cord-331885-8zmuhebu 26 35 risks risk NNS cord-331885-8zmuhebu 26 36 and and CC cord-331885-8zmuhebu 26 37 non non JJ cord-331885-8zmuhebu 26 38 - - JJ cord-331885-8zmuhebu 26 39 systematic systematic JJ cord-331885-8zmuhebu 26 40 risks risk NNS cord-331885-8zmuhebu 26 41 ; ; : cord-331885-8zmuhebu 26 42 on on IN cord-331885-8zmuhebu 26 43 this this DT cord-331885-8zmuhebu 26 44 basis basis NN cord-331885-8zmuhebu 26 45 , , , cord-331885-8zmuhebu 26 46 they -PRON- PRP cord-331885-8zmuhebu 26 47 proposed propose VBD cord-331885-8zmuhebu 26 48 a a DT cord-331885-8zmuhebu 26 49 Support Support NNP cord-331885-8zmuhebu 26 50 Vector Vector NNP cord-331885-8zmuhebu 26 51 Machine machine NN cord-331885-8zmuhebu 26 52 ( ( -LRB- cord-331885-8zmuhebu 26 53 SVM)-based svm)-based JJ cord-331885-8zmuhebu 26 54 industrial industrial JJ cord-331885-8zmuhebu 26 55 investment investment NN cord-331885-8zmuhebu 26 56 risk risk NN cord-331885-8zmuhebu 26 57 assessment assessment NN cord-331885-8zmuhebu 26 58 model model NN cord-331885-8zmuhebu 26 59 for for IN cord-331885-8zmuhebu 26 60 the the DT cord-331885-8zmuhebu 26 61 marine marine JJ cord-331885-8zmuhebu 26 62 foreign foreign JJ cord-331885-8zmuhebu 26 63 trade trade NN cord-331885-8zmuhebu 26 64 and and CC cord-331885-8zmuhebu 26 65 economic economic JJ cord-331885-8zmuhebu 26 66 zone zone NN cord-331885-8zmuhebu 26 67 ; ; : cord-331885-8zmuhebu 26 68 the the DT cord-331885-8zmuhebu 26 69 results result NNS cord-331885-8zmuhebu 26 70 suggested suggest VBD cord-331885-8zmuhebu 26 71 that that IN cord-331885-8zmuhebu 26 72 the the DT cord-331885-8zmuhebu 26 73 model model NN cord-331885-8zmuhebu 26 74 could could MD cord-331885-8zmuhebu 26 75 assess assess VB cord-331885-8zmuhebu 26 76 risks risk NNS cord-331885-8zmuhebu 26 77 through through IN cord-331885-8zmuhebu 26 78 empirical empirical JJ cord-331885-8zmuhebu 26 79 analysis analysis NN cord-331885-8zmuhebu 26 80 [ [ -LRB- cord-331885-8zmuhebu 26 81 4 4 CD cord-331885-8zmuhebu 26 82 ] ] -RRB- cord-331885-8zmuhebu 26 83 . . . cord-331885-8zmuhebu 27 1 Liu Liu NNP cord-331885-8zmuhebu 27 2 and and CC cord-331885-8zmuhebu 27 3 Zeng Zeng NNP cord-331885-8zmuhebu 27 4 ( ( -LRB- cord-331885-8zmuhebu 27 5 2017 2017 CD cord-331885-8zmuhebu 27 6 ) ) -RRB- cord-331885-8zmuhebu 27 7 adopted adopt VBD cord-331885-8zmuhebu 27 8 the the DT cord-331885-8zmuhebu 27 9 system system NN cord-331885-8zmuhebu 27 10 dynamics dynamic NNS cord-331885-8zmuhebu 27 11 method method NN cord-331885-8zmuhebu 27 12 to to TO cord-331885-8zmuhebu 27 13 analyze analyze VB cord-331885-8zmuhebu 27 14 and and CC cord-331885-8zmuhebu 27 15 discuss discuss VB cord-331885-8zmuhebu 27 16 the the DT cord-331885-8zmuhebu 27 17 investment investment NN cord-331885-8zmuhebu 27 18 risks risk NNS cord-331885-8zmuhebu 27 19 of of IN cord-331885-8zmuhebu 27 20 renewable renewable JJ cord-331885-8zmuhebu 27 21 energy energy NN cord-331885-8zmuhebu 27 22 projects project NNS cord-331885-8zmuhebu 27 23 , , , cord-331885-8zmuhebu 27 24 ' ' '' cord-331885-8zmuhebu 27 25 the the DT cord-331885-8zmuhebu 27 26 results result NNS cord-331885-8zmuhebu 27 27 revealed reveal VBD cord-331885-8zmuhebu 27 28 that that IN cord-331885-8zmuhebu 27 29 policy policy NN cord-331885-8zmuhebu 27 30 risks risk NNS cord-331885-8zmuhebu 27 31 , , , cord-331885-8zmuhebu 27 32 technical technical JJ cord-331885-8zmuhebu 27 33 risks risk NNS cord-331885-8zmuhebu 27 34 , , , cord-331885-8zmuhebu 27 35 and and CC cord-331885-8zmuhebu 27 36 market market NN cord-331885-8zmuhebu 27 37 risks risk NNS cord-331885-8zmuhebu 27 38 had have VBD cord-331885-8zmuhebu 27 39 greater great JJR cord-331885-8zmuhebu 27 40 impacts impact NNS cord-331885-8zmuhebu 27 41 [ [ -LRB- cord-331885-8zmuhebu 27 42 5 5 CD cord-331885-8zmuhebu 27 43 ] ] -RRB- cord-331885-8zmuhebu 27 44 . . . cord-331885-8zmuhebu 28 1 Yao Yao NNP cord-331885-8zmuhebu 28 2 et et NNP cord-331885-8zmuhebu 28 3 al al NNP cord-331885-8zmuhebu 28 4 . . . cord-331885-8zmuhebu 29 1 ( ( -LRB- cord-331885-8zmuhebu 29 2 2017 2017 CD cord-331885-8zmuhebu 29 3 ) ) -RRB- cord-331885-8zmuhebu 29 4 proposed propose VBD cord-331885-8zmuhebu 29 5 a a DT cord-331885-8zmuhebu 29 6 tactical tactical JJ cord-331885-8zmuhebu 29 7 exploration exploration NN cord-331885-8zmuhebu 29 8 framework framework NN cord-331885-8zmuhebu 29 9 that that WDT cord-331885-8zmuhebu 29 10 applied apply VBD cord-331885-8zmuhebu 29 11 grammar grammar NN cord-331885-8zmuhebu 29 12 - - HYPH cord-331885-8zmuhebu 29 13 based base VBN cord-331885-8zmuhebu 29 14 genetic genetic JJ cord-331885-8zmuhebu 29 15 planning planning NN cord-331885-8zmuhebu 29 16 to to IN cord-331885-8zmuhebu 29 17 the the DT cord-331885-8zmuhebu 29 18 generation generation NN cord-331885-8zmuhebu 29 19 and and CC cord-331885-8zmuhebu 29 20 evolution evolution NN cord-331885-8zmuhebu 29 21 of of IN cord-331885-8zmuhebu 29 22 tactics tactic NNS cord-331885-8zmuhebu 29 23 in in IN cord-331885-8zmuhebu 29 24 combat combat NN cord-331885-8zmuhebu 29 25 - - HYPH cord-331885-8zmuhebu 29 26 level level NN cord-331885-8zmuhebu 29 27 simulations simulation NNS cord-331885-8zmuhebu 29 28 , , , cord-331885-8zmuhebu 29 29 which which WDT cord-331885-8zmuhebu 29 30 could could MD cord-331885-8zmuhebu 29 31 effectively effectively RB cord-331885-8zmuhebu 29 32 reduce reduce VB cord-331885-8zmuhebu 29 33 investment investment NN cord-331885-8zmuhebu 29 34 risks risk NNS cord-331885-8zmuhebu 29 35 [ [ -LRB- cord-331885-8zmuhebu 29 36 6 6 CD cord-331885-8zmuhebu 29 37 ] ] -RRB- cord-331885-8zmuhebu 29 38 . . . cord-331885-8zmuhebu 30 1 Due due IN cord-331885-8zmuhebu 30 2 to to IN cord-331885-8zmuhebu 30 3 its -PRON- PRP$ cord-331885-8zmuhebu 30 4 unique unique JJ cord-331885-8zmuhebu 30 5 advantages advantage NNS cord-331885-8zmuhebu 30 6 , , , cord-331885-8zmuhebu 30 7 deep deep JJ cord-331885-8zmuhebu 30 8 learning learning NN cord-331885-8zmuhebu 30 9 has have VBZ cord-331885-8zmuhebu 30 10 been be VBN cord-331885-8zmuhebu 30 11 widely widely RB cord-331885-8zmuhebu 30 12 used use VBN cord-331885-8zmuhebu 30 13 in in IN cord-331885-8zmuhebu 30 14 many many JJ cord-331885-8zmuhebu 30 15 fields field NNS cord-331885-8zmuhebu 30 16 [ [ -LRB- cord-331885-8zmuhebu 30 17 7 7 CD cord-331885-8zmuhebu 30 18 ] ] -RRB- cord-331885-8zmuhebu 30 19 . . . cord-331885-8zmuhebu 31 1 The the DT cord-331885-8zmuhebu 31 2 applications application NNS cord-331885-8zmuhebu 31 3 of of IN cord-331885-8zmuhebu 31 4 deep deep JJ cord-331885-8zmuhebu 31 5 learning learning NN cord-331885-8zmuhebu 31 6 methods method NNS cord-331885-8zmuhebu 31 7 in in IN cord-331885-8zmuhebu 31 8 the the DT cord-331885-8zmuhebu 31 9 field field NN cord-331885-8zmuhebu 31 10 of of IN cord-331885-8zmuhebu 31 11 risk risk NN cord-331885-8zmuhebu 31 12 or or CC cord-331885-8zmuhebu 31 13 investment investment NN cord-331885-8zmuhebu 31 14 have have VBP cord-331885-8zmuhebu 31 15 been be VBN cord-331885-8zmuhebu 31 16 researched research VBN cord-331885-8zmuhebu 31 17 extensively extensively RB cord-331885-8zmuhebu 31 18 . . . cord-331885-8zmuhebu 32 1 Xie Xie NNP cord-331885-8zmuhebu 32 2 et et FW cord-331885-8zmuhebu 32 3 al al NNP cord-331885-8zmuhebu 32 4 . . . cord-331885-8zmuhebu 33 1 ( ( -LRB- cord-331885-8zmuhebu 33 2 2020 2020 CD cord-331885-8zmuhebu 33 3 ) ) -RRB- cord-331885-8zmuhebu 33 4 analyzed analyze VBD cord-331885-8zmuhebu 33 5 and and CC cord-331885-8zmuhebu 33 6 discussed discuss VBD cord-331885-8zmuhebu 33 7 the the DT cord-331885-8zmuhebu 33 8 application application NN cord-331885-8zmuhebu 33 9 of of IN cord-331885-8zmuhebu 33 10 deep deep JJ cord-331885-8zmuhebu 33 11 learning learning NN cord-331885-8zmuhebu 33 12 in in IN cord-331885-8zmuhebu 33 13 financial financial JJ cord-331885-8zmuhebu 33 14 data data NN cord-331885-8zmuhebu 33 15 processing processing NN cord-331885-8zmuhebu 33 16 , , , cord-331885-8zmuhebu 33 17 investment investment NN cord-331885-8zmuhebu 33 18 model model NN cord-331885-8zmuhebu 33 19 , , , cord-331885-8zmuhebu 33 20 and and CC cord-331885-8zmuhebu 33 21 investment investment NN cord-331885-8zmuhebu 33 22 strategy strategy NN cord-331885-8zmuhebu 33 23 establishment establishment NN cord-331885-8zmuhebu 33 24 , , , cord-331885-8zmuhebu 33 25 which which WDT cord-331885-8zmuhebu 33 26 had have VBD cord-331885-8zmuhebu 33 27 reference reference NN cord-331885-8zmuhebu 33 28 value value NN cord-331885-8zmuhebu 33 29 for for IN cord-331885-8zmuhebu 33 30 improving improve VBG cord-331885-8zmuhebu 33 31 investors investor NNS cord-331885-8zmuhebu 33 32 ' ' POS cord-331885-8zmuhebu 33 33 investment investment NN cord-331885-8zmuhebu 33 34 strategy strategy NN cord-331885-8zmuhebu 33 35 and and CC cord-331885-8zmuhebu 33 36 rate rate NN cord-331885-8zmuhebu 33 37 of of IN cord-331885-8zmuhebu 33 38 return return NN cord-331885-8zmuhebu 33 39 [ [ -LRB- cord-331885-8zmuhebu 33 40 8 8 CD cord-331885-8zmuhebu 33 41 ] ] -RRB- cord-331885-8zmuhebu 33 42 . . . cord-331885-8zmuhebu 34 1 Sohangir Sohangir NNP cord-331885-8zmuhebu 34 2 et et NNP cord-331885-8zmuhebu 34 3 al al NNP cord-331885-8zmuhebu 34 4 . . . cord-331885-8zmuhebu 35 1 ( ( -LRB- cord-331885-8zmuhebu 35 2 2018 2018 CD cord-331885-8zmuhebu 35 3 ) ) -RRB- cord-331885-8zmuhebu 35 4 explored explore VBD cord-331885-8zmuhebu 35 5 the the DT cord-331885-8zmuhebu 35 6 application application NN cord-331885-8zmuhebu 35 7 of of IN cord-331885-8zmuhebu 35 8 Convolutional Convolutional NNP cord-331885-8zmuhebu 35 9 Neural Neural NNP cord-331885-8zmuhebu 35 10 Network Network NNP cord-331885-8zmuhebu 35 11 ( ( -LRB- cord-331885-8zmuhebu 35 12 CNN CNN NNP cord-331885-8zmuhebu 35 13 ) ) -RRB- cord-331885-8zmuhebu 35 14 in in IN cord-331885-8zmuhebu 35 15 stock stock NN cord-331885-8zmuhebu 35 16 market market NN cord-331885-8zmuhebu 35 17 investment investment NN cord-331885-8zmuhebu 35 18 forecasting forecasting NN cord-331885-8zmuhebu 35 19 ; ; : cord-331885-8zmuhebu 35 20 they -PRON- PRP cord-331885-8zmuhebu 35 21 found find VBD cord-331885-8zmuhebu 35 22 that that IN cord-331885-8zmuhebu 35 23 deep deep JJ cord-331885-8zmuhebu 35 24 learning learning NN cord-331885-8zmuhebu 35 25 models model NNS cord-331885-8zmuhebu 35 26 could could MD cord-331885-8zmuhebu 35 27 be be VB cord-331885-8zmuhebu 35 28 effectively effectively RB cord-331885-8zmuhebu 35 29 applied apply VBN cord-331885-8zmuhebu 35 30 to to IN cord-331885-8zmuhebu 35 31 financial financial JJ cord-331885-8zmuhebu 35 32 analysis analysis NN cord-331885-8zmuhebu 35 33 , , , cord-331885-8zmuhebu 35 34 and and CC cord-331885-8zmuhebu 35 35 CNN CNN NNP cord-331885-8zmuhebu 35 36 had have VBD cord-331885-8zmuhebu 35 37 the the DT cord-331885-8zmuhebu 35 38 best good JJS cord-331885-8zmuhebu 35 39 effect effect NN cord-331885-8zmuhebu 35 40 [ [ -LRB- cord-331885-8zmuhebu 35 41 9 9 CD cord-331885-8zmuhebu 35 42 ] ] -RRB- cord-331885-8zmuhebu 35 43 . . . cord-331885-8zmuhebu 36 1 Liu Liu NNP cord-331885-8zmuhebu 36 2 ( ( -LRB- cord-331885-8zmuhebu 36 3 2019 2019 CD cord-331885-8zmuhebu 36 4 ) ) -RRB- cord-331885-8zmuhebu 36 5 believed believe VBD cord-331885-8zmuhebu 36 6 that that IN cord-331885-8zmuhebu 36 7 the the DT cord-331885-8zmuhebu 36 8 prediction prediction NN cord-331885-8zmuhebu 36 9 accuracy accuracy NN cord-331885-8zmuhebu 36 10 and and CC cord-331885-8zmuhebu 36 11 portfolio portfolio NN cord-331885-8zmuhebu 36 12 optimization optimization NN cord-331885-8zmuhebu 36 13 of of IN cord-331885-8zmuhebu 36 14 financial financial JJ cord-331885-8zmuhebu 36 15 risks risk NNS cord-331885-8zmuhebu 36 16 were be VBD cord-331885-8zmuhebu 36 17 very very RB cord-331885-8zmuhebu 36 18 important important JJ cord-331885-8zmuhebu 36 19 and and CC cord-331885-8zmuhebu 36 20 compared compare VBD cord-331885-8zmuhebu 36 21 the the DT cord-331885-8zmuhebu 36 22 performance performance NN cord-331885-8zmuhebu 36 23 of of IN cord-331885-8zmuhebu 36 24 Support Support NNP cord-331885-8zmuhebu 36 25 Vector Vector NNP cord-331885-8zmuhebu 36 26 Machines Machines NNPS cord-331885-8zmuhebu 36 27 ( ( -LRB- cord-331885-8zmuhebu 36 28 SVM SVM NNP cord-331885-8zmuhebu 36 29 ) ) -RRB- cord-331885-8zmuhebu 36 30 and and CC cord-331885-8zmuhebu 36 31 Long Long NNP cord-331885-8zmuhebu 36 32 Short Short NNP cord-331885-8zmuhebu 36 33 Term Term NNP cord-331885-8zmuhebu 36 34 Memory memory NN cord-331885-8zmuhebu 36 35 Recurrent recurrent JJ cord-331885-8zmuhebu 36 36 Neural neural JJ cord-331885-8zmuhebu 36 37 Networks Networks NNPS cord-331885-8zmuhebu 36 38 ( ( -LRB- cord-331885-8zmuhebu 36 39 LSTM LSTM NNP cord-331885-8zmuhebu 36 40 - - HYPH cord-331885-8zmuhebu 36 41 RNNs RNNs NNP cord-331885-8zmuhebu 36 42 ) ) -RRB- cord-331885-8zmuhebu 36 43 in in IN cord-331885-8zmuhebu 36 44 classification classification NN cord-331885-8zmuhebu 36 45 ; ; : cord-331885-8zmuhebu 36 46 the the DT cord-331885-8zmuhebu 36 47 results result NNS cord-331885-8zmuhebu 36 48 suggested suggest VBD cord-331885-8zmuhebu 36 49 that that IN cord-331885-8zmuhebu 36 50 the the DT cord-331885-8zmuhebu 36 51 latter latter JJ cord-331885-8zmuhebu 36 52 had have VBD cord-331885-8zmuhebu 36 53 better well JJR cord-331885-8zmuhebu 36 54 performance performance NN cord-331885-8zmuhebu 36 55 , , , cord-331885-8zmuhebu 36 56 which which WDT cord-331885-8zmuhebu 36 57 was be VBD cord-331885-8zmuhebu 36 58 of of IN cord-331885-8zmuhebu 36 59 great great JJ cord-331885-8zmuhebu 36 60 significance significance NN cord-331885-8zmuhebu 36 61 for for IN cord-331885-8zmuhebu 36 62 maximizing maximize VBG cord-331885-8zmuhebu 36 63 investment investment NN cord-331885-8zmuhebu 36 64 profits profit NNS cord-331885-8zmuhebu 36 65 [ [ -LRB- cord-331885-8zmuhebu 36 66 10 10 CD cord-331885-8zmuhebu 36 67 ] ] -RRB- cord-331885-8zmuhebu 36 68 . . . cord-331885-8zmuhebu 37 1 Kim Kim NNP cord-331885-8zmuhebu 37 2 and and CC cord-331885-8zmuhebu 37 3 Won Won NNP cord-331885-8zmuhebu 37 4 ( ( -LRB- cord-331885-8zmuhebu 37 5 2018 2018 CD cord-331885-8zmuhebu 37 6 ) ) -RRB- cord-331885-8zmuhebu 37 7 proposed propose VBD cord-331885-8zmuhebu 37 8 a a DT cord-331885-8zmuhebu 37 9 new new JJ cord-331885-8zmuhebu 37 10 hybrid hybrid NN cord-331885-8zmuhebu 37 11 LSTM LSTM NNP cord-331885-8zmuhebu 37 12 model model NN cord-331885-8zmuhebu 37 13 and and CC cord-331885-8zmuhebu 37 14 found find VBD cord-331885-8zmuhebu 37 15 that that IN cord-331885-8zmuhebu 37 16 the the DT cord-331885-8zmuhebu 37 17 model model NN cord-331885-8zmuhebu 37 18 could could MD cord-331885-8zmuhebu 37 19 be be VB cord-331885-8zmuhebu 37 20 applied apply VBN cord-331885-8zmuhebu 37 21 to to IN cord-331885-8zmuhebu 37 22 the the DT cord-331885-8zmuhebu 37 23 prediction prediction NN cord-331885-8zmuhebu 37 24 of of IN cord-331885-8zmuhebu 37 25 stock stock NN cord-331885-8zmuhebu 37 26 market market NN cord-331885-8zmuhebu 37 27 volatility volatility NN cord-331885-8zmuhebu 37 28 [ [ -LRB- cord-331885-8zmuhebu 37 29 11 11 CD cord-331885-8zmuhebu 37 30 ] ] -RRB- cord-331885-8zmuhebu 37 31 . . . cord-331885-8zmuhebu 38 1 The the DT cord-331885-8zmuhebu 38 2 above above JJ cord-331885-8zmuhebu 38 3 research research NN cord-331885-8zmuhebu 38 4 indicates indicate VBZ cord-331885-8zmuhebu 38 5 that that IN cord-331885-8zmuhebu 38 6 investment investment NN cord-331885-8zmuhebu 38 7 assessment assessment NN cord-331885-8zmuhebu 38 8 and and CC cord-331885-8zmuhebu 38 9 investment investment NN cord-331885-8zmuhebu 38 10 risks risk NNS cord-331885-8zmuhebu 38 11 have have VBP cord-331885-8zmuhebu 38 12 been be VBN cord-331885-8zmuhebu 38 13 discussed discuss VBN cord-331885-8zmuhebu 38 14 a a DT cord-331885-8zmuhebu 38 15 lot lot NN cord-331885-8zmuhebu 38 16 . . . cord-331885-8zmuhebu 39 1 At at IN cord-331885-8zmuhebu 39 2 the the DT cord-331885-8zmuhebu 39 3 same same JJ cord-331885-8zmuhebu 39 4 time time NN cord-331885-8zmuhebu 39 5 , , , cord-331885-8zmuhebu 39 6 deep deep JJ cord-331885-8zmuhebu 39 7 learning learning NN cord-331885-8zmuhebu 39 8 methods method NNS cord-331885-8zmuhebu 39 9 have have VBP cord-331885-8zmuhebu 39 10 been be VBN cord-331885-8zmuhebu 39 11 widely widely RB cord-331885-8zmuhebu 39 12 adopted adopt VBN cord-331885-8zmuhebu 39 13 in in IN cord-331885-8zmuhebu 39 14 market market NN cord-331885-8zmuhebu 39 15 forecasting forecasting NN cord-331885-8zmuhebu 39 16 and and CC cord-331885-8zmuhebu 39 17 investment investment NN cord-331885-8zmuhebu 39 18 . . . cord-331885-8zmuhebu 40 1 Meanwhile meanwhile RB cord-331885-8zmuhebu 40 2 , , , cord-331885-8zmuhebu 40 3 the the DT cord-331885-8zmuhebu 40 4 assessment assessment NN cord-331885-8zmuhebu 40 5 of of IN cord-331885-8zmuhebu 40 6 overseas overseas JJ cord-331885-8zmuhebu 40 7 investment investment NN cord-331885-8zmuhebu 40 8 risks risk NNS cord-331885-8zmuhebu 40 9 is be VBZ cord-331885-8zmuhebu 40 10 less less RBR cord-331885-8zmuhebu 40 11 researched research VBN cord-331885-8zmuhebu 40 12 , , , cord-331885-8zmuhebu 40 13 let let VB cord-331885-8zmuhebu 40 14 alone alone RB cord-331885-8zmuhebu 40 15 the the DT cord-331885-8zmuhebu 40 16 applications application NNS cord-331885-8zmuhebu 40 17 of of IN cord-331885-8zmuhebu 40 18 deep deep JJ cord-331885-8zmuhebu 40 19 learning learning NN cord-331885-8zmuhebu 40 20 methods method NNS cord-331885-8zmuhebu 40 21 in in IN cord-331885-8zmuhebu 40 22 overseas overseas JJ cord-331885-8zmuhebu 40 23 investment investment NN cord-331885-8zmuhebu 40 24 risk risk NN cord-331885-8zmuhebu 40 25 assessment assessment NN cord-331885-8zmuhebu 40 26 . . . cord-331885-8zmuhebu 41 1 The the DT cord-331885-8zmuhebu 41 2 effective effective JJ cord-331885-8zmuhebu 41 3 assessment assessment NN cord-331885-8zmuhebu 41 4 of of IN cord-331885-8zmuhebu 41 5 risks risk NNS cord-331885-8zmuhebu 41 6 is be VBZ cord-331885-8zmuhebu 41 7 influential influential JJ cord-331885-8zmuhebu 41 8 . . . cord-331885-8zmuhebu 42 1 To to TO cord-331885-8zmuhebu 42 2 build build VB cord-331885-8zmuhebu 42 3 a a DT cord-331885-8zmuhebu 42 4 risk risk NN cord-331885-8zmuhebu 42 5 assessment assessment NN cord-331885-8zmuhebu 42 6 model model NN cord-331885-8zmuhebu 42 7 for for IN cord-331885-8zmuhebu 42 8 overseas overseas JJ cord-331885-8zmuhebu 42 9 investment investment NN cord-331885-8zmuhebu 42 10 of of IN cord-331885-8zmuhebu 42 11 enterprises enterprise NNS cord-331885-8zmuhebu 42 12 and and CC cord-331885-8zmuhebu 42 13 evaluate evaluate VB cord-331885-8zmuhebu 42 14 investment investment NN cord-331885-8zmuhebu 42 15 risks risk NNS cord-331885-8zmuhebu 42 16 scientifically scientifically RB cord-331885-8zmuhebu 42 17 and and CC cord-331885-8zmuhebu 42 18 effectively effectively RB cord-331885-8zmuhebu 42 19 , , , cord-331885-8zmuhebu 42 20 the the DT cord-331885-8zmuhebu 42 21 Deep Deep NNP cord-331885-8zmuhebu 42 22 Neural Neural NNP cord-331885-8zmuhebu 42 23 Network Network NNP cord-331885-8zmuhebu 42 24 ( ( -LRB- cord-331885-8zmuhebu 42 25 DNN DNN NNP cord-331885-8zmuhebu 42 26 ) ) -RRB- cord-331885-8zmuhebu 42 27 based base VBN cord-331885-8zmuhebu 42 28 on on IN cord-331885-8zmuhebu 42 29 deep deep JJ cord-331885-8zmuhebu 42 30 learning learning NN cord-331885-8zmuhebu 42 31 is be VBZ cord-331885-8zmuhebu 42 32 introduced introduce VBN cord-331885-8zmuhebu 42 33 , , , cord-331885-8zmuhebu 42 34 which which WDT cord-331885-8zmuhebu 42 35 is be VBZ cord-331885-8zmuhebu 42 36 an an DT cord-331885-8zmuhebu 42 37 innovation innovation NN cord-331885-8zmuhebu 42 38 . . . cord-331885-8zmuhebu 43 1 The the DT cord-331885-8zmuhebu 43 2 built build VBN cord-331885-8zmuhebu 43 3 risk risk NN cord-331885-8zmuhebu 43 4 assessment assessment NN cord-331885-8zmuhebu 43 5 model model NN cord-331885-8zmuhebu 43 6 is be VBZ cord-331885-8zmuhebu 43 7 built build VBN cord-331885-8zmuhebu 43 8 to to TO cord-331885-8zmuhebu 43 9 provide provide VB cord-331885-8zmuhebu 43 10 a a DT cord-331885-8zmuhebu 43 11 reference reference NN cord-331885-8zmuhebu 43 12 for for IN cord-331885-8zmuhebu 43 13 enterprises enterprise NNS cord-331885-8zmuhebu 43 14 to to TO cord-331885-8zmuhebu 43 15 assess assess VB cord-331885-8zmuhebu 43 16 investment investment NN cord-331885-8zmuhebu 43 17 risks risk NNS cord-331885-8zmuhebu 43 18 and and CC cord-331885-8zmuhebu 43 19 reduce reduce VB cord-331885-8zmuhebu 43 20 risks risk NNS cord-331885-8zmuhebu 43 21 . . . cord-331885-8zmuhebu 44 1 From from IN cord-331885-8zmuhebu 44 2 the the DT cord-331885-8zmuhebu 44 3 perspective perspective NN cord-331885-8zmuhebu 44 4 of of IN cord-331885-8zmuhebu 44 5 enterprises enterprise NNS cord-331885-8zmuhebu 44 6 , , , cord-331885-8zmuhebu 44 7 overseas overseas JJ cord-331885-8zmuhebu 44 8 investment investment NN cord-331885-8zmuhebu 44 9 risks risk NNS cord-331885-8zmuhebu 44 10 are be VBP cord-331885-8zmuhebu 44 11 affected affect VBN cord-331885-8zmuhebu 44 12 by by IN cord-331885-8zmuhebu 44 13 multiple multiple JJ cord-331885-8zmuhebu 44 14 factors factor NNS cord-331885-8zmuhebu 44 15 , , , cord-331885-8zmuhebu 44 16 and and CC cord-331885-8zmuhebu 44 17 the the DT cord-331885-8zmuhebu 44 18 function function NN cord-331885-8zmuhebu 44 19 of of IN cord-331885-8zmuhebu 44 20 each each DT cord-331885-8zmuhebu 44 21 influencing influence VBG cord-331885-8zmuhebu 44 22 factor factor NN cord-331885-8zmuhebu 44 23 is be VBZ cord-331885-8zmuhebu 44 24 very very RB cord-331885-8zmuhebu 44 25 unclear unclear JJ cord-331885-8zmuhebu 44 26 . . . cord-331885-8zmuhebu 45 1 It -PRON- PRP cord-331885-8zmuhebu 45 2 is be VBZ cord-331885-8zmuhebu 45 3 widely widely RB cord-331885-8zmuhebu 45 4 recognized recognize VBN cord-331885-8zmuhebu 45 5 that that IN cord-331885-8zmuhebu 45 6 the the DT cord-331885-8zmuhebu 45 7 overseas overseas JJ cord-331885-8zmuhebu 45 8 investment investment NN cord-331885-8zmuhebu 45 9 risks risk NNS cord-331885-8zmuhebu 45 10 of of IN cord-331885-8zmuhebu 45 11 enterprises enterprise NNS cord-331885-8zmuhebu 45 12 are be VBP cord-331885-8zmuhebu 45 13 a a DT cord-331885-8zmuhebu 45 14 huge huge JJ cord-331885-8zmuhebu 45 15 and and CC cord-331885-8zmuhebu 45 16 complex complex JJ cord-331885-8zmuhebu 45 17 system system NN cord-331885-8zmuhebu 45 18 . . . cord-331885-8zmuhebu 46 1 Therefore therefore RB cord-331885-8zmuhebu 46 2 , , , cord-331885-8zmuhebu 46 3 it -PRON- PRP cord-331885-8zmuhebu 46 4 is be VBZ cord-331885-8zmuhebu 46 5 necessary necessary JJ cord-331885-8zmuhebu 46 6 to to TO cord-331885-8zmuhebu 46 7 design design VB cord-331885-8zmuhebu 46 8 and and CC cord-331885-8zmuhebu 46 9 construct construct VB cord-331885-8zmuhebu 46 10 an an DT cord-331885-8zmuhebu 46 11 investment investment NN cord-331885-8zmuhebu 46 12 risk risk NN cord-331885-8zmuhebu 46 13 assessment assessment NN cord-331885-8zmuhebu 46 14 system system NN cord-331885-8zmuhebu 46 15 . . . cord-331885-8zmuhebu 47 1 During during IN cord-331885-8zmuhebu 47 2 the the DT cord-331885-8zmuhebu 47 3 entire entire JJ cord-331885-8zmuhebu 47 4 process process NN cord-331885-8zmuhebu 47 5 of of IN cord-331885-8zmuhebu 47 6 constructing construct VBG cord-331885-8zmuhebu 47 7 the the DT cord-331885-8zmuhebu 47 8 assessment assessment NN cord-331885-8zmuhebu 47 9 system system NN cord-331885-8zmuhebu 47 10 , , , cord-331885-8zmuhebu 47 11 determining determine VBG cord-331885-8zmuhebu 47 12 the the DT cord-331885-8zmuhebu 47 13 construction construction NN cord-331885-8zmuhebu 47 14 principles principle NNS cord-331885-8zmuhebu 47 15 and and CC cord-331885-8zmuhebu 47 16 the the DT cord-331885-8zmuhebu 47 17 composition composition NN cord-331885-8zmuhebu 47 18 of of IN cord-331885-8zmuhebu 47 19 the the DT cord-331885-8zmuhebu 47 20 investment investment NN cord-331885-8zmuhebu 47 21 risk risk NN cord-331885-8zmuhebu 47 22 influencing influence VBG cord-331885-8zmuhebu 47 23 factors factor NNS cord-331885-8zmuhebu 47 24 are be VBP cord-331885-8zmuhebu 47 25 the the DT cord-331885-8zmuhebu 47 26 key key JJ cord-331885-8zmuhebu 47 27 links link NNS cord-331885-8zmuhebu 47 28 , , , cord-331885-8zmuhebu 47 29 which which WDT cord-331885-8zmuhebu 47 30 helps help VBZ cord-331885-8zmuhebu 47 31 refining refine VBG cord-331885-8zmuhebu 47 32 the the DT cord-331885-8zmuhebu 47 33 influencing influence VBG cord-331885-8zmuhebu 47 34 factors factor NNS cord-331885-8zmuhebu 47 35 and and CC cord-331885-8zmuhebu 47 36 indicators indicator NNS cord-331885-8zmuhebu 47 37 . . . cord-331885-8zmuhebu 48 1 On on IN cord-331885-8zmuhebu 48 2 this this DT cord-331885-8zmuhebu 48 3 basis basis NN cord-331885-8zmuhebu 48 4 , , , cord-331885-8zmuhebu 48 5 the the DT cord-331885-8zmuhebu 48 6 review review NN cord-331885-8zmuhebu 48 7 of of IN cord-331885-8zmuhebu 48 8 literature literature NN cord-331885-8zmuhebu 48 9 , , , cord-331885-8zmuhebu 48 10 on on IN cord-331885-8zmuhebu 48 11 - - HYPH cord-331885-8zmuhebu 48 12 site site NN cord-331885-8zmuhebu 48 13 inspections inspection NNS cord-331885-8zmuhebu 48 14 , , , cord-331885-8zmuhebu 48 15 and and CC cord-331885-8zmuhebu 48 16 expert expert NN cord-331885-8zmuhebu 48 17 consultation consultation NN cord-331885-8zmuhebu 48 18 are be VBP cord-331885-8zmuhebu 48 19 the the DT cord-331885-8zmuhebu 48 20 means mean NNS cord-331885-8zmuhebu 48 21 of of IN cord-331885-8zmuhebu 48 22 model model NN cord-331885-8zmuhebu 48 23 construction construction NN cord-331885-8zmuhebu 48 24 ; ; : cord-331885-8zmuhebu 48 25 in in IN cord-331885-8zmuhebu 48 26 the the DT cord-331885-8zmuhebu 48 27 meantime meantime NN cord-331885-8zmuhebu 48 28 , , , cord-331885-8zmuhebu 48 29 the the DT cord-331885-8zmuhebu 48 30 construction construction NN cord-331885-8zmuhebu 48 31 principles principle NNS cord-331885-8zmuhebu 48 32 of of IN cord-331885-8zmuhebu 48 33 scientificity scientificity NN cord-331885-8zmuhebu 48 34 , , , cord-331885-8zmuhebu 48 35 reliability reliability NN cord-331885-8zmuhebu 48 36 , , , cord-331885-8zmuhebu 48 37 and and CC cord-331885-8zmuhebu 48 38 comparability comparability NN cord-331885-8zmuhebu 48 39 are be VBP cord-331885-8zmuhebu 48 40 persisted persist VBN cord-331885-8zmuhebu 48 41 . . . cord-331885-8zmuhebu 49 1 The the DT cord-331885-8zmuhebu 49 2 assessment assessment NN cord-331885-8zmuhebu 49 3 system system NN cord-331885-8zmuhebu 49 4 is be VBZ cord-331885-8zmuhebu 49 5 divided divide VBN cord-331885-8zmuhebu 49 6 into into IN cord-331885-8zmuhebu 49 7 risk risk NN cord-331885-8zmuhebu 49 8 categories category NNS cord-331885-8zmuhebu 49 9 , , , cord-331885-8zmuhebu 49 10 project project NN cord-331885-8zmuhebu 49 11 components component NNS cord-331885-8zmuhebu 49 12 , , , cord-331885-8zmuhebu 49 13 and and CC cord-331885-8zmuhebu 49 14 risk risk NN cord-331885-8zmuhebu 49 15 factors factor NNS cord-331885-8zmuhebu 49 16 . . . cord-331885-8zmuhebu 50 1 For for IN cord-331885-8zmuhebu 50 2 the the DT cord-331885-8zmuhebu 50 3 evaluation evaluation NN cord-331885-8zmuhebu 50 4 of of IN cord-331885-8zmuhebu 50 5 venture venture NN cord-331885-8zmuhebu 50 6 capital capital NN cord-331885-8zmuhebu 50 7 , , , cord-331885-8zmuhebu 50 8 common common JJ cord-331885-8zmuhebu 50 9 methods method NNS cord-331885-8zmuhebu 50 10 include include VBP cord-331885-8zmuhebu 50 11 variance variance NN cord-331885-8zmuhebu 50 12 method method NN cord-331885-8zmuhebu 50 13 [ [ -LRB- cord-331885-8zmuhebu 50 14 12 12 CD cord-331885-8zmuhebu 50 15 ] ] -RRB- cord-331885-8zmuhebu 50 16 , , , cord-331885-8zmuhebu 50 17 coefficient coefficient NN cord-331885-8zmuhebu 50 18 and and CC cord-331885-8zmuhebu 50 19 capital capital NN cord-331885-8zmuhebu 50 20 asset asset NN cord-331885-8zmuhebu 50 21 pricing pricing NN cord-331885-8zmuhebu 50 22 model model NN cord-331885-8zmuhebu 50 23 [ [ -LRB- cord-331885-8zmuhebu 50 24 13 13 CD cord-331885-8zmuhebu 50 25 ] ] -RRB- cord-331885-8zmuhebu 50 26 , , , cord-331885-8zmuhebu 50 27 " " `` cord-331885-8zmuhebu 50 28 A a DT cord-331885-8zmuhebu 50 29 " " `` cord-331885-8zmuhebu 50 30 scoring scoring NN cord-331885-8zmuhebu 50 31 method method NN cord-331885-8zmuhebu 50 32 [ [ -LRB- cord-331885-8zmuhebu 50 33 14 14 CD cord-331885-8zmuhebu 50 34 ] ] -RRB- cord-331885-8zmuhebu 50 35 , , , cord-331885-8zmuhebu 50 36 value value NN cord-331885-8zmuhebu 50 37 - - HYPH cord-331885-8zmuhebu 50 38 at at IN cord-331885-8zmuhebu 50 39 - - HYPH cord-331885-8zmuhebu 50 40 risk risk NN cord-331885-8zmuhebu 50 41 evaluation evaluation NN cord-331885-8zmuhebu 50 42 model model NN cord-331885-8zmuhebu 50 43 [ [ -LRB- cord-331885-8zmuhebu 50 44 15 15 CD cord-331885-8zmuhebu 50 45 ] ] -RRB- cord-331885-8zmuhebu 50 46 , , , cord-331885-8zmuhebu 50 47 and and CC cord-331885-8zmuhebu 50 48 comprehensive comprehensive JJ cord-331885-8zmuhebu 50 49 risk risk NN cord-331885-8zmuhebu 50 50 index index NN cord-331885-8zmuhebu 50 51 model model NN cord-331885-8zmuhebu 50 52 [ [ -LRB- cord-331885-8zmuhebu 50 53 16 16 CD cord-331885-8zmuhebu 50 54 ] ] -RRB- cord-331885-8zmuhebu 50 55 . . . cord-331885-8zmuhebu 51 1 Due due IN cord-331885-8zmuhebu 51 2 to to IN cord-331885-8zmuhebu 51 3 the the DT cord-331885-8zmuhebu 51 4 complexity complexity NN cord-331885-8zmuhebu 51 5 of of IN cord-331885-8zmuhebu 51 6 different different JJ cord-331885-8zmuhebu 51 7 country country NN cord-331885-8zmuhebu 51 8 clusters cluster NNS cord-331885-8zmuhebu 51 9 , , , cord-331885-8zmuhebu 51 10 the the DT cord-331885-8zmuhebu 51 11 comprehensive comprehensive JJ cord-331885-8zmuhebu 51 12 risk risk NN cord-331885-8zmuhebu 51 13 index index NN cord-331885-8zmuhebu 51 14 evaluation evaluation NN cord-331885-8zmuhebu 51 15 method method NN cord-331885-8zmuhebu 51 16 is be VBZ cord-331885-8zmuhebu 51 17 adopted adopt VBN cord-331885-8zmuhebu 51 18 . . . cord-331885-8zmuhebu 52 1 The the DT cord-331885-8zmuhebu 52 2 risks risk NNS cord-331885-8zmuhebu 52 3 in in IN cord-331885-8zmuhebu 52 4 the the DT cord-331885-8zmuhebu 52 5 overseas overseas JJ cord-331885-8zmuhebu 52 6 investment investment NN cord-331885-8zmuhebu 52 7 assessment assessment NN cord-331885-8zmuhebu 52 8 system system NN cord-331885-8zmuhebu 52 9 are be VBP cord-331885-8zmuhebu 52 10 divided divide VBN cord-331885-8zmuhebu 52 11 into into IN cord-331885-8zmuhebu 52 12 basic basic JJ cord-331885-8zmuhebu 52 13 resources resource NNS cord-331885-8zmuhebu 52 14 , , , cord-331885-8zmuhebu 52 15 economics economic NNS cord-331885-8zmuhebu 52 16 and and CC cord-331885-8zmuhebu 52 17 finance finance NN cord-331885-8zmuhebu 52 18 , , , cord-331885-8zmuhebu 52 19 political political JJ cord-331885-8zmuhebu 52 20 systems system NNS cord-331885-8zmuhebu 52 21 , , , cord-331885-8zmuhebu 52 22 environmental environmental JJ cord-331885-8zmuhebu 52 23 protection protection NN cord-331885-8zmuhebu 52 24 , , , cord-331885-8zmuhebu 52 25 and and CC cord-331885-8zmuhebu 52 26 resources resource NNS cord-331885-8zmuhebu 52 27 and and CC cord-331885-8zmuhebu 52 28 energy energy NN cord-331885-8zmuhebu 52 29 . . . cord-331885-8zmuhebu 53 1 Then then RB cord-331885-8zmuhebu 53 2 , , , cord-331885-8zmuhebu 53 3 these these DT cord-331885-8zmuhebu 53 4 five five CD cord-331885-8zmuhebu 53 5 categories category NNS cord-331885-8zmuhebu 53 6 are be VBP cord-331885-8zmuhebu 53 7 refined refined JJ cord-331885-8zmuhebu 53 8 . . . cord-331885-8zmuhebu 54 1 Under under IN cord-331885-8zmuhebu 54 2 the the DT cord-331885-8zmuhebu 54 3 category category NN cord-331885-8zmuhebu 54 4 of of IN cord-331885-8zmuhebu 54 5 basic basic JJ cord-331885-8zmuhebu 54 6 resources resource NNS cord-331885-8zmuhebu 54 7 , , , cord-331885-8zmuhebu 54 8 the the DT cord-331885-8zmuhebu 54 9 investment investment NN cord-331885-8zmuhebu 54 10 goal goal NN cord-331885-8zmuhebu 54 11 is be VBZ cord-331885-8zmuhebu 54 12 to to TO cord-331885-8zmuhebu 54 13 improve improve VB cord-331885-8zmuhebu 54 14 the the DT cord-331885-8zmuhebu 54 15 infrastructure infrastructure NN cord-331885-8zmuhebu 54 16 equipment equipment NN cord-331885-8zmuhebu 54 17 in in IN cord-331885-8zmuhebu 54 18 the the DT cord-331885-8zmuhebu 54 19 process process NN cord-331885-8zmuhebu 54 20 of of IN cord-331885-8zmuhebu 54 21 overseas overseas JJ cord-331885-8zmuhebu 54 22 investment investment NN cord-331885-8zmuhebu 54 23 and and CC cord-331885-8zmuhebu 54 24 resource resource NN cord-331885-8zmuhebu 54 25 development development NN cord-331885-8zmuhebu 54 26 of of IN cord-331885-8zmuhebu 54 27 enterprises enterprise NNS cord-331885-8zmuhebu 54 28 ; ; : cord-331885-8zmuhebu 54 29 specifically specifically RB cord-331885-8zmuhebu 54 30 , , , cord-331885-8zmuhebu 54 31 it -PRON- PRP cord-331885-8zmuhebu 54 32 includes include VBZ cord-331885-8zmuhebu 54 33 health health NN cord-331885-8zmuhebu 54 34 care care NN cord-331885-8zmuhebu 54 35 , , , cord-331885-8zmuhebu 54 36 basic basic JJ cord-331885-8zmuhebu 54 37 communications communication NNS cord-331885-8zmuhebu 54 38 , , , cord-331885-8zmuhebu 54 39 power power NN cord-331885-8zmuhebu 54 40 energy energy NN cord-331885-8zmuhebu 54 41 , , , cord-331885-8zmuhebu 54 42 and and CC cord-331885-8zmuhebu 54 43 land land NN cord-331885-8zmuhebu 54 44 resources resource NNS cord-331885-8zmuhebu 54 45 [ [ -LRB- cord-331885-8zmuhebu 54 46 17 17 CD cord-331885-8zmuhebu 54 47 ] ] -RRB- cord-331885-8zmuhebu 54 48 . . . cord-331885-8zmuhebu 55 1 The the DT cord-331885-8zmuhebu 55 2 category category NN cord-331885-8zmuhebu 55 3 of of IN cord-331885-8zmuhebu 55 4 economic economic JJ cord-331885-8zmuhebu 55 5 and and CC cord-331885-8zmuhebu 55 6 finance finance NN cord-331885-8zmuhebu 55 7 is be VBZ cord-331885-8zmuhebu 55 8 correlated correlate VBN cord-331885-8zmuhebu 55 9 to to IN cord-331885-8zmuhebu 55 10 the the DT cord-331885-8zmuhebu 55 11 economic economic JJ cord-331885-8zmuhebu 55 12 development development NN cord-331885-8zmuhebu 55 13 and and CC cord-331885-8zmuhebu 55 14 financial financial JJ cord-331885-8zmuhebu 55 15 system system NN cord-331885-8zmuhebu 55 16 in in IN cord-331885-8zmuhebu 55 17 the the DT cord-331885-8zmuhebu 55 18 destinations destination NNS cord-331885-8zmuhebu 55 19 of of IN cord-331885-8zmuhebu 55 20 overseas overseas JJ cord-331885-8zmuhebu 55 21 investment investment NN cord-331885-8zmuhebu 55 22 . . . cord-331885-8zmuhebu 56 1 The the DT cord-331885-8zmuhebu 56 2 investment investment NN cord-331885-8zmuhebu 56 3 goal goal NN cord-331885-8zmuhebu 56 4 of of IN cord-331885-8zmuhebu 56 5 this this DT cord-331885-8zmuhebu 56 6 category category NN cord-331885-8zmuhebu 56 7 is be VBZ cord-331885-8zmuhebu 56 8 to to TO cord-331885-8zmuhebu 56 9 promote promote VB cord-331885-8zmuhebu 56 10 the the DT cord-331885-8zmuhebu 56 11 optimization optimization NN cord-331885-8zmuhebu 56 12 of of IN cord-331885-8zmuhebu 56 13 enterprise enterprise NN cord-331885-8zmuhebu 56 14 profits profit NNS cord-331885-8zmuhebu 56 15 . . . cord-331885-8zmuhebu 57 1 The the DT cord-331885-8zmuhebu 57 2 risk risk NN cord-331885-8zmuhebu 57 3 can can MD cord-331885-8zmuhebu 57 4 be be VB cord-331885-8zmuhebu 57 5 evaluated evaluate VBN cord-331885-8zmuhebu 57 6 by by IN cord-331885-8zmuhebu 57 7 the the DT cord-331885-8zmuhebu 57 8 inflation inflation NN cord-331885-8zmuhebu 57 9 rate rate NN cord-331885-8zmuhebu 57 10 and and CC cord-331885-8zmuhebu 57 11 GDP gdp NN cord-331885-8zmuhebu 57 12 . . . cord-331885-8zmuhebu 58 1 Here here RB cord-331885-8zmuhebu 58 2 , , , cord-331885-8zmuhebu 58 3 this this DT cord-331885-8zmuhebu 58 4 risk risk NN cord-331885-8zmuhebu 58 5 category category NN cord-331885-8zmuhebu 58 6 is be VBZ cord-331885-8zmuhebu 58 7 refined refine VBN cord-331885-8zmuhebu 58 8 into into IN cord-331885-8zmuhebu 58 9 economic economic JJ cord-331885-8zmuhebu 58 10 growth growth NN cord-331885-8zmuhebu 58 11 , , , cord-331885-8zmuhebu 58 12 financing financing NN cord-331885-8zmuhebu 58 13 , , , cord-331885-8zmuhebu 58 14 changes change NNS cord-331885-8zmuhebu 58 15 in in IN cord-331885-8zmuhebu 58 16 interest interest NN cord-331885-8zmuhebu 58 17 rates rate NNS cord-331885-8zmuhebu 58 18 and and CC cord-331885-8zmuhebu 58 19 exchange exchange NN cord-331885-8zmuhebu 58 20 rates rate NNS cord-331885-8zmuhebu 58 21 , , , cord-331885-8zmuhebu 58 22 inflation inflation NN cord-331885-8zmuhebu 58 23 , , , cord-331885-8zmuhebu 58 24 credit credit NN cord-331885-8zmuhebu 58 25 systems system NNS cord-331885-8zmuhebu 58 26 , , , cord-331885-8zmuhebu 58 27 and and CC cord-331885-8zmuhebu 58 28 total total JJ cord-331885-8zmuhebu 58 29 tax tax NN cord-331885-8zmuhebu 58 30 rates rate NNS cord-331885-8zmuhebu 58 31 [ [ -LRB- cord-331885-8zmuhebu 58 32 18 18 CD cord-331885-8zmuhebu 58 33 ] ] -RRB- cord-331885-8zmuhebu 58 34 . . . cord-331885-8zmuhebu 59 1 The the DT cord-331885-8zmuhebu 59 2 risk risk NN cord-331885-8zmuhebu 59 3 category category NN cord-331885-8zmuhebu 59 4 of of IN cord-331885-8zmuhebu 59 5 political political JJ cord-331885-8zmuhebu 59 6 systems system NNS cord-331885-8zmuhebu 59 7 mainly mainly RB cord-331885-8zmuhebu 59 8 characterizes characterize VBZ cord-331885-8zmuhebu 59 9 the the DT cord-331885-8zmuhebu 59 10 degree degree NN cord-331885-8zmuhebu 59 11 of of IN cord-331885-8zmuhebu 59 12 political political JJ cord-331885-8zmuhebu 59 13 influences influence NNS cord-331885-8zmuhebu 59 14 , , , cord-331885-8zmuhebu 59 15 as as RB cord-331885-8zmuhebu 59 16 well well RB cord-331885-8zmuhebu 59 17 as as IN cord-331885-8zmuhebu 59 18 the the DT cord-331885-8zmuhebu 59 19 stability stability NN cord-331885-8zmuhebu 59 20 of of IN cord-331885-8zmuhebu 59 21 a a DT cord-331885-8zmuhebu 59 22 particular particular JJ cord-331885-8zmuhebu 59 23 country country NN cord-331885-8zmuhebu 59 24 . . . cord-331885-8zmuhebu 60 1 This this DT cord-331885-8zmuhebu 60 2 is be VBZ cord-331885-8zmuhebu 60 3 a a DT cord-331885-8zmuhebu 60 4 key key JJ cord-331885-8zmuhebu 60 5 factor factor NN cord-331885-8zmuhebu 60 6 in in IN cord-331885-8zmuhebu 60 7 assessing assess VBG cord-331885-8zmuhebu 60 8 the the DT cord-331885-8zmuhebu 60 9 diplomatic diplomatic JJ cord-331885-8zmuhebu 60 10 situation situation NN cord-331885-8zmuhebu 60 11 , , , cord-331885-8zmuhebu 60 12 which which WDT cord-331885-8zmuhebu 60 13 also also RB cord-331885-8zmuhebu 60 14 includes include VBZ cord-331885-8zmuhebu 60 15 the the DT cord-331885-8zmuhebu 60 16 level level NN cord-331885-8zmuhebu 60 17 of of IN cord-331885-8zmuhebu 60 18 rule rule NN cord-331885-8zmuhebu 60 19 of of IN cord-331885-8zmuhebu 60 20 law law NN cord-331885-8zmuhebu 60 21 and and CC cord-331885-8zmuhebu 60 22 policy policy NN cord-331885-8zmuhebu 60 23 support support NN cord-331885-8zmuhebu 60 24 . . . cord-331885-8zmuhebu 61 1 In in IN cord-331885-8zmuhebu 61 2 particular particular JJ cord-331885-8zmuhebu 61 3 , , , cord-331885-8zmuhebu 61 4 the the DT cord-331885-8zmuhebu 61 5 major major JJ cord-331885-8zmuhebu 61 6 risk risk NN cord-331885-8zmuhebu 61 7 factors factor NNS cord-331885-8zmuhebu 61 8 of of IN cord-331885-8zmuhebu 61 9 the the DT cord-331885-8zmuhebu 61 10 political political JJ cord-331885-8zmuhebu 61 11 system system NN cord-331885-8zmuhebu 61 12 include include VBP cord-331885-8zmuhebu 61 13 regime regime NN cord-331885-8zmuhebu 61 14 alternation alternation NN cord-331885-8zmuhebu 61 15 , , , cord-331885-8zmuhebu 61 16 contradictions contradiction NNS cord-331885-8zmuhebu 61 17 and and CC cord-331885-8zmuhebu 61 18 conflicts conflict NNS cord-331885-8zmuhebu 61 19 among among IN cord-331885-8zmuhebu 61 20 surrounding surround VBG cord-331885-8zmuhebu 61 21 powers power NNS cord-331885-8zmuhebu 61 22 , , , cord-331885-8zmuhebu 61 23 law law NN cord-331885-8zmuhebu 61 24 system system NN cord-331885-8zmuhebu 61 25 , , , cord-331885-8zmuhebu 61 26 social social JJ cord-331885-8zmuhebu 61 27 credit credit NN cord-331885-8zmuhebu 61 28 , , , cord-331885-8zmuhebu 61 29 foreign foreign JJ cord-331885-8zmuhebu 61 30 shareholding shareholding NN cord-331885-8zmuhebu 61 31 , , , cord-331885-8zmuhebu 61 32 and and CC cord-331885-8zmuhebu 61 33 partners partner NNS cord-331885-8zmuhebu 61 34 [ [ -LRB- cord-331885-8zmuhebu 61 35 19 19 CD cord-331885-8zmuhebu 61 36 ] ] -RRB- cord-331885-8zmuhebu 61 37 . . . cord-331885-8zmuhebu 62 1 The the DT cord-331885-8zmuhebu 62 2 risk risk NN cord-331885-8zmuhebu 62 3 factor factor NN cord-331885-8zmuhebu 62 4 category category NN cord-331885-8zmuhebu 62 5 of of IN cord-331885-8zmuhebu 62 6 environmental environmental JJ cord-331885-8zmuhebu 62 7 protection protection NN cord-331885-8zmuhebu 62 8 is be VBZ cord-331885-8zmuhebu 62 9 essential essential JJ cord-331885-8zmuhebu 62 10 for for IN cord-331885-8zmuhebu 62 11 investment investment NN cord-331885-8zmuhebu 62 12 enterprises enterprise NNS cord-331885-8zmuhebu 62 13 . . . cord-331885-8zmuhebu 63 1 When when WRB cord-331885-8zmuhebu 63 2 enterprises enterprise NNS cord-331885-8zmuhebu 63 3 make make VBP cord-331885-8zmuhebu 63 4 overseas overseas JJ cord-331885-8zmuhebu 63 5 investments investment NNS cord-331885-8zmuhebu 63 6 , , , cord-331885-8zmuhebu 63 7 they -PRON- PRP cord-331885-8zmuhebu 63 8 will will MD cord-331885-8zmuhebu 63 9 always always RB cord-331885-8zmuhebu 63 10 consider consider VB cord-331885-8zmuhebu 63 11 environmental environmental JJ cord-331885-8zmuhebu 63 12 protection protection NN cord-331885-8zmuhebu 63 13 factors factor NNS cord-331885-8zmuhebu 63 14 , , , cord-331885-8zmuhebu 63 15 such such JJ cord-331885-8zmuhebu 63 16 as as IN cord-331885-8zmuhebu 63 17 the the DT cord-331885-8zmuhebu 63 18 legal legal JJ cord-331885-8zmuhebu 63 19 requirements requirement NNS cord-331885-8zmuhebu 63 20 of of IN cord-331885-8zmuhebu 63 21 environmental environmental JJ cord-331885-8zmuhebu 63 22 protection protection NN cord-331885-8zmuhebu 63 23 , , , cord-331885-8zmuhebu 63 24 the the DT cord-331885-8zmuhebu 63 25 environmental environmental JJ cord-331885-8zmuhebu 63 26 law law NN cord-331885-8zmuhebu 63 27 enforcement enforcement NN cord-331885-8zmuhebu 63 28 level level NN cord-331885-8zmuhebu 63 29 of of IN cord-331885-8zmuhebu 63 30 the the DT cord-331885-8zmuhebu 63 31 investment investment NN cord-331885-8zmuhebu 63 32 destinations destination NNS cord-331885-8zmuhebu 63 33 , , , cord-331885-8zmuhebu 63 34 and and CC cord-331885-8zmuhebu 63 35 the the DT cord-331885-8zmuhebu 63 36 impact impact NN cord-331885-8zmuhebu 63 37 of of IN cord-331885-8zmuhebu 63 38 natural natural JJ cord-331885-8zmuhebu 63 39 factors factor NNS cord-331885-8zmuhebu 63 40 on on IN cord-331885-8zmuhebu 63 41 environmental environmental JJ cord-331885-8zmuhebu 63 42 protection protection NN cord-331885-8zmuhebu 63 43 . . . cord-331885-8zmuhebu 64 1 Specifically specifically RB cord-331885-8zmuhebu 64 2 , , , cord-331885-8zmuhebu 64 3 this this DT cord-331885-8zmuhebu 64 4 category category NN cord-331885-8zmuhebu 64 5 , , , cord-331885-8zmuhebu 64 6 a a DT cord-331885-8zmuhebu 64 7 major major JJ cord-331885-8zmuhebu 64 8 risk risk NN cord-331885-8zmuhebu 64 9 factor factor NN cord-331885-8zmuhebu 64 10 , , , cord-331885-8zmuhebu 64 11 is be VBZ cord-331885-8zmuhebu 64 12 refined refine VBN cord-331885-8zmuhebu 64 13 into into IN cord-331885-8zmuhebu 64 14 environmental environmental JJ cord-331885-8zmuhebu 64 15 law law NN cord-331885-8zmuhebu 64 16 enforcement enforcement NN cord-331885-8zmuhebu 64 17 and and CC cord-331885-8zmuhebu 64 18 environmental environmental JJ cord-331885-8zmuhebu 64 19 expenditures expenditure NNS cord-331885-8zmuhebu 64 20 [ [ -LRB- cord-331885-8zmuhebu 64 21 20 20 CD cord-331885-8zmuhebu 64 22 ] ] -RRB- cord-331885-8zmuhebu 64 23 . . . cord-331885-8zmuhebu 65 1 The the DT cord-331885-8zmuhebu 65 2 risk risk NN cord-331885-8zmuhebu 65 3 factor factor NN cord-331885-8zmuhebu 65 4 category category NN cord-331885-8zmuhebu 65 5 of of IN cord-331885-8zmuhebu 65 6 resources resource NNS cord-331885-8zmuhebu 65 7 and and CC cord-331885-8zmuhebu 65 8 energy energy NN cord-331885-8zmuhebu 65 9 includes include VBZ cord-331885-8zmuhebu 65 10 the the DT cord-331885-8zmuhebu 65 11 development development NN cord-331885-8zmuhebu 65 12 and and CC cord-331885-8zmuhebu 65 13 utilization utilization NN cord-331885-8zmuhebu 65 14 of of IN cord-331885-8zmuhebu 65 15 minerals mineral NNS cord-331885-8zmuhebu 65 16 and and CC cord-331885-8zmuhebu 65 17 other other JJ cord-331885-8zmuhebu 65 18 resources resource NNS cord-331885-8zmuhebu 65 19 . . . cord-331885-8zmuhebu 66 1 Specifically specifically RB cord-331885-8zmuhebu 66 2 , , , cord-331885-8zmuhebu 66 3 this this DT cord-331885-8zmuhebu 66 4 category category NN cord-331885-8zmuhebu 66 5 is be VBZ cord-331885-8zmuhebu 66 6 refined refine VBN cord-331885-8zmuhebu 66 7 into into IN cord-331885-8zmuhebu 66 8 resource resource NN cord-331885-8zmuhebu 66 9 application application NN cord-331885-8zmuhebu 66 10 potential potential NN cord-331885-8zmuhebu 66 11 and and CC cord-331885-8zmuhebu 66 12 development development NN cord-331885-8zmuhebu 66 13 conditions condition NNS cord-331885-8zmuhebu 66 14 [ [ -LRB- cord-331885-8zmuhebu 66 15 21 21 CD cord-331885-8zmuhebu 66 16 ] ] -RRB- cord-331885-8zmuhebu 66 17 . . . cord-331885-8zmuhebu 67 1 An an DT cord-331885-8zmuhebu 67 2 overseas overseas JJ cord-331885-8zmuhebu 67 3 investment investment NN cord-331885-8zmuhebu 67 4 risk risk NN cord-331885-8zmuhebu 67 5 assessment assessment NN cord-331885-8zmuhebu 67 6 system system NN cord-331885-8zmuhebu 67 7 of of IN cord-331885-8zmuhebu 67 8 enterprises enterprise NNS cord-331885-8zmuhebu 67 9 including include VBG cord-331885-8zmuhebu 67 10 five five CD cord-331885-8zmuhebu 67 11 major major JJ cord-331885-8zmuhebu 67 12 categories category NNS cord-331885-8zmuhebu 67 13 is be VBZ cord-331885-8zmuhebu 67 14 thereby thereby RB cord-331885-8zmuhebu 67 15 built build VBN cord-331885-8zmuhebu 67 16 . . . cord-331885-8zmuhebu 68 1 The the DT cord-331885-8zmuhebu 68 2 details detail NNS cord-331885-8zmuhebu 68 3 of of IN cord-331885-8zmuhebu 68 4 categories category NNS cord-331885-8zmuhebu 68 5 are be VBP cord-331885-8zmuhebu 68 6 shown show VBN cord-331885-8zmuhebu 68 7 in in IN cord-331885-8zmuhebu 68 8 Table Table NNP cord-331885-8zmuhebu 68 9 1 1 CD cord-331885-8zmuhebu 68 10 below below RB cord-331885-8zmuhebu 68 11 . . . cord-331885-8zmuhebu 69 1 Of of IN cord-331885-8zmuhebu 69 2 late late JJ cord-331885-8zmuhebu 69 3 years year NNS cord-331885-8zmuhebu 69 4 , , , cord-331885-8zmuhebu 69 5 deep deep JJ cord-331885-8zmuhebu 69 6 learning learning NN cord-331885-8zmuhebu 69 7 technology technology NN cord-331885-8zmuhebu 69 8 has have VBZ cord-331885-8zmuhebu 69 9 developed develop VBN cord-331885-8zmuhebu 69 10 rapidly rapidly RB cord-331885-8zmuhebu 69 11 . . . cord-331885-8zmuhebu 70 1 DNN DNN NNP cord-331885-8zmuhebu 70 2 has have VBZ cord-331885-8zmuhebu 70 3 been be VBN cord-331885-8zmuhebu 70 4 applied apply VBN cord-331885-8zmuhebu 70 5 in in IN cord-331885-8zmuhebu 70 6 image image NN cord-331885-8zmuhebu 70 7 recognition recognition NN cord-331885-8zmuhebu 70 8 , , , cord-331885-8zmuhebu 70 9 text text NN cord-331885-8zmuhebu 70 10 detection detection NN cord-331885-8zmuhebu 70 11 , , , cord-331885-8zmuhebu 70 12 and and CC cord-331885-8zmuhebu 70 13 other other JJ cord-331885-8zmuhebu 70 14 fields field NNS cord-331885-8zmuhebu 70 15 . . . cord-331885-8zmuhebu 71 1 Compared compare VBN cord-331885-8zmuhebu 71 2 with with IN cord-331885-8zmuhebu 71 3 previous previous JJ cord-331885-8zmuhebu 71 4 machine machine NN cord-331885-8zmuhebu 71 5 learning learning NN cord-331885-8zmuhebu 71 6 methods method NNS cord-331885-8zmuhebu 71 7 , , , cord-331885-8zmuhebu 71 8 deep deep JJ cord-331885-8zmuhebu 71 9 learning learning NN cord-331885-8zmuhebu 71 10 technology technology NN cord-331885-8zmuhebu 71 11 has have VBZ cord-331885-8zmuhebu 71 12 better well JJR cord-331885-8zmuhebu 71 13 performance performance NN cord-331885-8zmuhebu 71 14 in in IN cord-331885-8zmuhebu 71 15 data datum NNS cord-331885-8zmuhebu 71 16 fitting fitting NN cord-331885-8zmuhebu 71 17 of of IN cord-331885-8zmuhebu 71 18 complex complex JJ cord-331885-8zmuhebu 71 19 factors factor NNS cord-331885-8zmuhebu 71 20 [ [ -LRB- cord-331885-8zmuhebu 71 21 22 22 CD cord-331885-8zmuhebu 71 22 , , , cord-331885-8zmuhebu 71 23 23 23 CD cord-331885-8zmuhebu 71 24 ] ] -RRB- cord-331885-8zmuhebu 71 25 . . . cord-331885-8zmuhebu 72 1 Therefore therefore RB cord-331885-8zmuhebu 72 2 , , , cord-331885-8zmuhebu 72 3 the the DT cord-331885-8zmuhebu 72 4 deep deep JJ cord-331885-8zmuhebu 72 5 learning learning NN cord-331885-8zmuhebu 72 6 method method NN cord-331885-8zmuhebu 72 7 is be VBZ cord-331885-8zmuhebu 72 8 adopted adopt VBN cord-331885-8zmuhebu 72 9 to to TO cord-331885-8zmuhebu 72 10 build build VB cord-331885-8zmuhebu 72 11 the the DT cord-331885-8zmuhebu 72 12 overseas overseas JJ cord-331885-8zmuhebu 72 13 investment investment NN cord-331885-8zmuhebu 72 14 risk risk NN cord-331885-8zmuhebu 72 15 assessment assessment NN cord-331885-8zmuhebu 72 16 model model NN cord-331885-8zmuhebu 72 17 of of IN cord-331885-8zmuhebu 72 18 enterprises enterprise NNS cord-331885-8zmuhebu 72 19 . . . cord-331885-8zmuhebu 73 1 The the DT cord-331885-8zmuhebu 73 2 overall overall JJ cord-331885-8zmuhebu 73 3 construction construction NN cord-331885-8zmuhebu 73 4 idea idea NN cord-331885-8zmuhebu 73 5 includes include VBZ cord-331885-8zmuhebu 73 6 three three CD cord-331885-8zmuhebu 73 7 steps step NNS cord-331885-8zmuhebu 73 8 : : : cord-331885-8zmuhebu 73 9 preliminary preliminary JJ cord-331885-8zmuhebu 73 10 model model NN cord-331885-8zmuhebu 73 11 construction construction NN cord-331885-8zmuhebu 73 12 , , , cord-331885-8zmuhebu 73 13 model model NN cord-331885-8zmuhebu 73 14 training training NN cord-331885-8zmuhebu 73 15 , , , cord-331885-8zmuhebu 73 16 and and CC cord-331885-8zmuhebu 73 17 analysis analysis NN cord-331885-8zmuhebu 73 18 and and CC cord-331885-8zmuhebu 73 19 characterization characterization NN cord-331885-8zmuhebu 73 20 of of IN cord-331885-8zmuhebu 73 21 model model NN cord-331885-8zmuhebu 73 22 performance performance NN cord-331885-8zmuhebu 73 23 . . . cord-331885-8zmuhebu 74 1 Deep deep JJ cord-331885-8zmuhebu 74 2 learning learning NN cord-331885-8zmuhebu 74 3 technology technology NN cord-331885-8zmuhebu 74 4 includes include VBZ cord-331885-8zmuhebu 74 5 a a DT cord-331885-8zmuhebu 74 6 variety variety NN cord-331885-8zmuhebu 74 7 of of IN cord-331885-8zmuhebu 74 8 models model NNS cord-331885-8zmuhebu 74 9 , , , cord-331885-8zmuhebu 74 10 for for IN cord-331885-8zmuhebu 74 11 DNN DNN NNP cord-331885-8zmuhebu 74 12 , , , cord-331885-8zmuhebu 74 13 strong strong JJ cord-331885-8zmuhebu 74 14 feature feature NN cord-331885-8zmuhebu 74 15 extraction extraction NN cord-331885-8zmuhebu 74 16 ability ability NN cord-331885-8zmuhebu 74 17 , , , cord-331885-8zmuhebu 74 18 easy easy JJ cord-331885-8zmuhebu 74 19 training training NN cord-331885-8zmuhebu 74 20 , , , cord-331885-8zmuhebu 74 21 fast fast JJ cord-331885-8zmuhebu 74 22 convergence convergence NN cord-331885-8zmuhebu 74 23 speed speed NN cord-331885-8zmuhebu 74 24 , , , cord-331885-8zmuhebu 74 25 and and CC cord-331885-8zmuhebu 74 26 simple simple JJ cord-331885-8zmuhebu 74 27 structure structure NN cord-331885-8zmuhebu 74 28 composition composition NN cord-331885-8zmuhebu 74 29 are be VBP cord-331885-8zmuhebu 74 30 its -PRON- PRP$ cord-331885-8zmuhebu 74 31 characteristics characteristic NNS cord-331885-8zmuhebu 74 32 [ [ -LRB- cord-331885-8zmuhebu 74 33 24 24 CD cord-331885-8zmuhebu 74 34 ] ] -RRB- cord-331885-8zmuhebu 74 35 . . . cord-331885-8zmuhebu 75 1 Considering consider VBG cord-331885-8zmuhebu 75 2 the the DT cord-331885-8zmuhebu 75 3 characteristics characteristic NNS cord-331885-8zmuhebu 75 4 of of IN cord-331885-8zmuhebu 75 5 investment investment NN cord-331885-8zmuhebu 75 6 risk risk NN cord-331885-8zmuhebu 75 7 assessment assessment NN cord-331885-8zmuhebu 75 8 , , , cord-331885-8zmuhebu 75 9 DNN DNN NNP cord-331885-8zmuhebu 75 10 is be VBZ cord-331885-8zmuhebu 75 11 applied apply VBN cord-331885-8zmuhebu 75 12 to to IN cord-331885-8zmuhebu 75 13 the the DT cord-331885-8zmuhebu 75 14 construction construction NN cord-331885-8zmuhebu 75 15 of of IN cord-331885-8zmuhebu 75 16 the the DT cord-331885-8zmuhebu 75 17 enterprise enterprise NN cord-331885-8zmuhebu 75 18 overseas overseas JJ cord-331885-8zmuhebu 75 19 investment investment NN cord-331885-8zmuhebu 75 20 risk risk NN cord-331885-8zmuhebu 75 21 assessment assessment NN cord-331885-8zmuhebu 75 22 model model NN cord-331885-8zmuhebu 75 23 . . . cord-331885-8zmuhebu 76 1 In in IN cord-331885-8zmuhebu 76 2 deep deep JJ cord-331885-8zmuhebu 76 3 learning learn VBG cord-331885-8zmuhebu 76 4 neural neural JJ cord-331885-8zmuhebu 76 5 network network NN cord-331885-8zmuhebu 76 6 models model NNS cord-331885-8zmuhebu 76 7 , , , cord-331885-8zmuhebu 76 8 the the DT cord-331885-8zmuhebu 76 9 structure structure NN cord-331885-8zmuhebu 76 10 of of IN cord-331885-8zmuhebu 76 11 DNN DNN NNP cord-331885-8zmuhebu 76 12 is be VBZ cord-331885-8zmuhebu 76 13 different different JJ cord-331885-8zmuhebu 76 14 from from IN cord-331885-8zmuhebu 76 15 traditional traditional JJ cord-331885-8zmuhebu 76 16 neural neural JJ cord-331885-8zmuhebu 76 17 network network NN cord-331885-8zmuhebu 76 18 models model NNS cord-331885-8zmuhebu 76 19 . . . cord-331885-8zmuhebu 77 1 It -PRON- PRP cord-331885-8zmuhebu 77 2 consists consist VBZ cord-331885-8zmuhebu 77 3 of of IN cord-331885-8zmuhebu 77 4 the the DT cord-331885-8zmuhebu 77 5 input input NN cord-331885-8zmuhebu 77 6 layer layer NN cord-331885-8zmuhebu 77 7 , , , cord-331885-8zmuhebu 77 8 the the DT cord-331885-8zmuhebu 77 9 hidden hidden JJ cord-331885-8zmuhebu 77 10 layer layer NN cord-331885-8zmuhebu 77 11 , , , cord-331885-8zmuhebu 77 12 and and CC cord-331885-8zmuhebu 77 13 the the DT cord-331885-8zmuhebu 77 14 output output NN cord-331885-8zmuhebu 77 15 layer layer NN cord-331885-8zmuhebu 77 16 [ [ -LRB- cord-331885-8zmuhebu 77 17 25 25 CD cord-331885-8zmuhebu 77 18 ] ] -RRB- cord-331885-8zmuhebu 77 19 . . . cord-331885-8zmuhebu 78 1 A a DT cord-331885-8zmuhebu 78 2 basic basic JJ cord-331885-8zmuhebu 78 3 model model NN cord-331885-8zmuhebu 78 4 Y Y NNP cord-331885-8zmuhebu 78 5 K K NNP cord-331885-8zmuhebu 78 6 corresponding correspond VBG cord-331885-8zmuhebu 78 7 to to IN cord-331885-8zmuhebu 78 8 DNN DNN NNP cord-331885-8zmuhebu 78 9 can can MD cord-331885-8zmuhebu 78 10 be be VB cord-331885-8zmuhebu 78 11 expressed express VBN cord-331885-8zmuhebu 78 12 as as IN cord-331885-8zmuhebu 78 13 : : : cord-331885-8zmuhebu 78 14 In in IN cord-331885-8zmuhebu 78 15 ( ( -LRB- cord-331885-8zmuhebu 78 16 1 1 CD cord-331885-8zmuhebu 78 17 ) ) -RRB- cord-331885-8zmuhebu 79 1 , , , cord-331885-8zmuhebu 79 2 x x LS cord-331885-8zmuhebu 79 3 i i PRP cord-331885-8zmuhebu 79 4 represents represent VBZ cord-331885-8zmuhebu 79 5 the the DT cord-331885-8zmuhebu 79 6 neural neural JJ cord-331885-8zmuhebu 79 7 unit unit NN cord-331885-8zmuhebu 79 8 node node NN cord-331885-8zmuhebu 79 9 of of IN cord-331885-8zmuhebu 79 10 the the DT cord-331885-8zmuhebu 79 11 DNN DNN NNP cord-331885-8zmuhebu 79 12 , , , cord-331885-8zmuhebu 79 13 w w NN cord-331885-8zmuhebu 79 14 iK ik NN cord-331885-8zmuhebu 79 15 b b NNP cord-331885-8zmuhebu 79 16 K K NNP cord-331885-8zmuhebu 79 17 represents represent VBZ cord-331885-8zmuhebu 79 18 the the DT cord-331885-8zmuhebu 79 19 value value NN cord-331885-8zmuhebu 79 20 of of IN cord-331885-8zmuhebu 79 21 the the DT cord-331885-8zmuhebu 79 22 weight weight NN cord-331885-8zmuhebu 79 23 , , , cord-331885-8zmuhebu 79 24 b b NNP cord-331885-8zmuhebu 79 25 K K NNP cord-331885-8zmuhebu 79 26 represents represent VBZ cord-331885-8zmuhebu 79 27 the the DT cord-331885-8zmuhebu 79 28 bias bias NN cord-331885-8zmuhebu 79 29 , , , cord-331885-8zmuhebu 79 30 and and CC cord-331885-8zmuhebu 79 31 Y Y NNP cord-331885-8zmuhebu 79 32 k k NNP cord-331885-8zmuhebu 79 33 represents represent VBZ cord-331885-8zmuhebu 79 34 the the DT cord-331885-8zmuhebu 79 35 activation activation NN cord-331885-8zmuhebu 79 36 function function NN cord-331885-8zmuhebu 79 37 . . . cord-331885-8zmuhebu 80 1 The the DT cord-331885-8zmuhebu 80 2 training training NN cord-331885-8zmuhebu 80 3 process process NN cord-331885-8zmuhebu 80 4 of of IN cord-331885-8zmuhebu 80 5 DNN DNN NNP cord-331885-8zmuhebu 80 6 is be VBZ cord-331885-8zmuhebu 80 7 shown show VBN cord-331885-8zmuhebu 80 8 in in IN cord-331885-8zmuhebu 80 9 Fig Fig NNP cord-331885-8zmuhebu 80 10 1 1 CD cord-331885-8zmuhebu 80 11 below below RB cord-331885-8zmuhebu 80 12 . . . cord-331885-8zmuhebu 81 1 On on IN cord-331885-8zmuhebu 81 2 this this DT cord-331885-8zmuhebu 81 3 basis basis NN cord-331885-8zmuhebu 81 4 , , , cord-331885-8zmuhebu 81 5 the the DT cord-331885-8zmuhebu 81 6 input input NN cord-331885-8zmuhebu 81 7 and and CC cord-331885-8zmuhebu 81 8 output output NN cord-331885-8zmuhebu 81 9 of of IN cord-331885-8zmuhebu 81 10 DNN dnn NN cord-331885-8zmuhebu 81 11 in in IN cord-331885-8zmuhebu 81 12 overseas overseas JJ cord-331885-8zmuhebu 81 13 investment investment NN cord-331885-8zmuhebu 81 14 risk risk NN cord-331885-8zmuhebu 81 15 assessment assessment NN cord-331885-8zmuhebu 81 16 are be VBP cord-331885-8zmuhebu 81 17 defined define VBN cord-331885-8zmuhebu 81 18 . . . cord-331885-8zmuhebu 82 1 X X NNP cord-331885-8zmuhebu 82 2 is be VBZ cord-331885-8zmuhebu 82 3 utilized utilize VBN cord-331885-8zmuhebu 82 4 as as IN cord-331885-8zmuhebu 82 5 the the DT cord-331885-8zmuhebu 82 6 input input NN cord-331885-8zmuhebu 82 7 value value NN cord-331885-8zmuhebu 82 8 of of IN cord-331885-8zmuhebu 82 9 the the DT cord-331885-8zmuhebu 82 10 evaluation evaluation NN cord-331885-8zmuhebu 82 11 model model NN cord-331885-8zmuhebu 82 12 , , , cord-331885-8zmuhebu 82 13 and and CC cord-331885-8zmuhebu 82 14 the the DT cord-331885-8zmuhebu 82 15 above above JJ cord-331885-8zmuhebu 82 16 five five CD cord-331885-8zmuhebu 82 17 Table table NN cord-331885-8zmuhebu 82 18 1 1 CD cord-331885-8zmuhebu 82 19 . . . cord-331885-8zmuhebu 83 1 The the DT cord-331885-8zmuhebu 83 2 composition composition NN cord-331885-8zmuhebu 83 3 of of IN cord-331885-8zmuhebu 83 4 the the DT cord-331885-8zmuhebu 83 5 risk risk NN cord-331885-8zmuhebu 83 6 assessment assessment NN cord-331885-8zmuhebu 83 7 indicator indicator NN cord-331885-8zmuhebu 83 8 system system NN cord-331885-8zmuhebu 83 9 for for IN cord-331885-8zmuhebu 83 10 overseas overseas JJ cord-331885-8zmuhebu 83 11 investment investment NN cord-331885-8zmuhebu 83 12 of of IN cord-331885-8zmuhebu 83 13 enterprises enterprise NNS cord-331885-8zmuhebu 83 14 . . . cord-331885-8zmuhebu 84 1 Basic basic JJ cord-331885-8zmuhebu 84 2 resources resource NNS cord-331885-8zmuhebu 84 3 Health Health NNP cord-331885-8zmuhebu 84 4 care care NN cord-331885-8zmuhebu 84 5 A1 a1 NN cord-331885-8zmuhebu 85 1 -Health -Health NFP cord-331885-8zmuhebu 85 2 care care NNP cord-331885-8zmuhebu 85 3 ( ( -LRB- cord-331885-8zmuhebu 85 4 + + NNS cord-331885-8zmuhebu 85 5 ) ) -RRB- cord-331885-8zmuhebu 85 6 , , , cord-331885-8zmuhebu 85 7 risk risk NN cord-331885-8zmuhebu 86 1 ( ( -LRB- cord-331885-8zmuhebu 86 2 categories category NNS cord-331885-8zmuhebu 86 3 of of IN cord-331885-8zmuhebu 86 4 investment investment NN cord-331885-8zmuhebu 86 5 risks risk NNS cord-331885-8zmuhebu 86 6 are be VBP cord-331885-8zmuhebu 86 7 converted convert VBN cord-331885-8zmuhebu 86 8 into into IN cord-331885-8zmuhebu 86 9 corresponding corresponding JJ cord-331885-8zmuhebu 86 10 risk risk NN cord-331885-8zmuhebu 86 11 indicators indicator NNS cord-331885-8zmuhebu 86 12 . . . cord-331885-8zmuhebu 87 1 First first RB cord-331885-8zmuhebu 87 2 , , , cord-331885-8zmuhebu 87 3 the the DT cord-331885-8zmuhebu 87 4 evaluation evaluation NN cord-331885-8zmuhebu 87 5 model model NN cord-331885-8zmuhebu 87 6 is be VBZ cord-331885-8zmuhebu 87 7 input input NN cord-331885-8zmuhebu 87 8 into into IN cord-331885-8zmuhebu 87 9 the the DT cord-331885-8zmuhebu 87 10 sample sample NN cord-331885-8zmuhebu 87 11 feature feature NN cord-331885-8zmuhebu 87 12 dataset dataset NN cord-331885-8zmuhebu 87 13 , , , cord-331885-8zmuhebu 87 14 which which WDT cord-331885-8zmuhebu 87 15 is be VBZ cord-331885-8zmuhebu 87 16 represented represent VBN cord-331885-8zmuhebu 87 17 by by IN cord-331885-8zmuhebu 87 18 the the DT cord-331885-8zmuhebu 87 19 following following JJ cord-331885-8zmuhebu 87 20 equation equation NN cord-331885-8zmuhebu 87 21 : : : cord-331885-8zmuhebu 87 22 _SP cord-331885-8zmuhebu 87 23 In in IN cord-331885-8zmuhebu 87 24 ( ( -LRB- cord-331885-8zmuhebu 87 25 2 2 CD cord-331885-8zmuhebu 87 26 ) ) -RRB- cord-331885-8zmuhebu 87 27 , , , cord-331885-8zmuhebu 87 28 F F NNP cord-331885-8zmuhebu 87 29 represents represent VBZ cord-331885-8zmuhebu 87 30 the the DT cord-331885-8zmuhebu 87 31 number number NN cord-331885-8zmuhebu 87 32 of of IN cord-331885-8zmuhebu 87 33 features feature NNS cord-331885-8zmuhebu 87 34 corresponding correspond VBG cord-331885-8zmuhebu 87 35 to to IN cord-331885-8zmuhebu 87 36 each each DT cord-331885-8zmuhebu 87 37 data datum NNS cord-331885-8zmuhebu 87 38 , , , cord-331885-8zmuhebu 87 39 which which WDT cord-331885-8zmuhebu 87 40 corresponds correspond VBZ cord-331885-8zmuhebu 87 41 to to IN cord-331885-8zmuhebu 87 42 the the DT cord-331885-8zmuhebu 87 43 risk risk NN cord-331885-8zmuhebu 87 44 factor factor NN cord-331885-8zmuhebu 87 45 indicator indicator NN cord-331885-8zmuhebu 87 46 in in IN cord-331885-8zmuhebu 87 47 the the DT cord-331885-8zmuhebu 87 48 assessment assessment NN cord-331885-8zmuhebu 87 49 model model NN cord-331885-8zmuhebu 87 50 ; ; : cord-331885-8zmuhebu 87 51 L L NNP cord-331885-8zmuhebu 87 52 represents represent VBZ cord-331885-8zmuhebu 87 53 the the DT cord-331885-8zmuhebu 87 54 number number NN cord-331885-8zmuhebu 87 55 of of IN cord-331885-8zmuhebu 87 56 labeled label VBN cord-331885-8zmuhebu 87 57 data datum NNS cord-331885-8zmuhebu 87 58 , , , cord-331885-8zmuhebu 87 59 which which WDT cord-331885-8zmuhebu 87 60 corresponds correspond VBZ cord-331885-8zmuhebu 87 61 to to IN cord-331885-8zmuhebu 87 62 the the DT cord-331885-8zmuhebu 87 63 investment investment NN cord-331885-8zmuhebu 87 64 destination destination NN cord-331885-8zmuhebu 87 65 in in IN cord-331885-8zmuhebu 87 66 the the DT cord-331885-8zmuhebu 87 67 assessment assessment NN cord-331885-8zmuhebu 87 68 model model NN cord-331885-8zmuhebu 87 69 and and CC cord-331885-8zmuhebu 87 70 the the DT cord-331885-8zmuhebu 87 71 training training NN cord-331885-8zmuhebu 87 72 sample sample NN cord-331885-8zmuhebu 87 73 ; ; : cord-331885-8zmuhebu 87 74 U U NNP cord-331885-8zmuhebu 87 75 represents represent VBZ cord-331885-8zmuhebu 87 76 the the DT cord-331885-8zmuhebu 87 77 number number NN cord-331885-8zmuhebu 87 78 of of IN cord-331885-8zmuhebu 87 79 unlabeled unlabeled JJ cord-331885-8zmuhebu 87 80 data datum NNS cord-331885-8zmuhebu 87 81 , , , cord-331885-8zmuhebu 87 82 which which WDT cord-331885-8zmuhebu 87 83 also also RB cord-331885-8zmuhebu 87 84 corresponds correspond VBZ cord-331885-8zmuhebu 87 85 to to IN cord-331885-8zmuhebu 87 86 the the DT cord-331885-8zmuhebu 87 87 test test NN cord-331885-8zmuhebu 87 88 sample sample NN cord-331885-8zmuhebu 87 89 . . . cord-331885-8zmuhebu 88 1 If if IN cord-331885-8zmuhebu 88 2 Y Y NNP cord-331885-8zmuhebu 88 3 is be VBZ cord-331885-8zmuhebu 88 4 the the DT cord-331885-8zmuhebu 88 5 output output NN cord-331885-8zmuhebu 88 6 value value NN cord-331885-8zmuhebu 88 7 of of IN cord-331885-8zmuhebu 88 8 the the DT cord-331885-8zmuhebu 88 9 evaluation evaluation NN cord-331885-8zmuhebu 88 10 model model NN cord-331885-8zmuhebu 88 11 , , , cord-331885-8zmuhebu 88 12 it -PRON- PRP cord-331885-8zmuhebu 88 13 will will MD cord-331885-8zmuhebu 88 14 also also RB cord-331885-8zmuhebu 88 15 correspond correspond VB cord-331885-8zmuhebu 88 16 to to IN cord-331885-8zmuhebu 88 17 the the DT cord-331885-8zmuhebu 88 18 sample sample NN cord-331885-8zmuhebu 88 19 risk risk NN cord-331885-8zmuhebu 88 20 label label NN cord-331885-8zmuhebu 88 21 dataset dataset NN cord-331885-8zmuhebu 88 22 . . . cord-331885-8zmuhebu 88 23 _SP cord-331885-8zmuhebu 89 1 In in IN cord-331885-8zmuhebu 89 2 ( ( -LRB- cord-331885-8zmuhebu 89 3 3 3 CD cord-331885-8zmuhebu 89 4 ) ) -RRB- cord-331885-8zmuhebu 89 5 , , , cord-331885-8zmuhebu 89 6 C C NNP cord-331885-8zmuhebu 89 7 represents represent VBZ cord-331885-8zmuhebu 89 8 the the DT cord-331885-8zmuhebu 89 9 number number NN cord-331885-8zmuhebu 89 10 of of IN cord-331885-8zmuhebu 89 11 categories category NNS cord-331885-8zmuhebu 89 12 corresponding correspond VBG cord-331885-8zmuhebu 89 13 to to IN cord-331885-8zmuhebu 89 14 the the DT cord-331885-8zmuhebu 89 15 sample sample NN cord-331885-8zmuhebu 89 16 label label NN cord-331885-8zmuhebu 89 17 . . . cord-331885-8zmuhebu 90 1 Refined refine VBN cord-331885-8zmuhebu 90 2 into into IN cord-331885-8zmuhebu 90 3 the the DT cord-331885-8zmuhebu 90 4 investment investment NN cord-331885-8zmuhebu 90 5 risk risk NN cord-331885-8zmuhebu 90 6 assessment assessment NN cord-331885-8zmuhebu 90 7 , , , cord-331885-8zmuhebu 90 8 the the DT cord-331885-8zmuhebu 90 9 investment investment NN cord-331885-8zmuhebu 90 10 risks risk NNS cord-331885-8zmuhebu 90 11 are be VBP cord-331885-8zmuhebu 90 12 divided divide VBN cord-331885-8zmuhebu 90 13 into into IN cord-331885-8zmuhebu 90 14 five five CD cord-331885-8zmuhebu 90 15 different different JJ cord-331885-8zmuhebu 90 16 levels level NNS cord-331885-8zmuhebu 90 17 ; ; : cord-331885-8zmuhebu 90 18 level level NN cord-331885-8zmuhebu 90 19 I -PRON- PRP cord-331885-8zmuhebu 90 20 indicates indicate VBZ cord-331885-8zmuhebu 90 21 that that IN cord-331885-8zmuhebu 90 22 no no DT cord-331885-8zmuhebu 90 23 investment investment NN cord-331885-8zmuhebu 90 24 can can MD cord-331885-8zmuhebu 90 25 be be VB cord-331885-8zmuhebu 90 26 made make VBN cord-331885-8zmuhebu 90 27 , , , cord-331885-8zmuhebu 90 28 level level NN cord-331885-8zmuhebu 90 29 II II NNP cord-331885-8zmuhebu 90 30 indicates indicate VBZ cord-331885-8zmuhebu 90 31 that that IN cord-331885-8zmuhebu 90 32 the the DT cord-331885-8zmuhebu 90 33 investment investment NN cord-331885-8zmuhebu 90 34 risk risk NN cord-331885-8zmuhebu 90 35 is be VBZ cord-331885-8zmuhebu 90 36 serious serious JJ cord-331885-8zmuhebu 90 37 , , , cord-331885-8zmuhebu 90 38 level level NN cord-331885-8zmuhebu 90 39 III III NNP cord-331885-8zmuhebu 90 40 indicates indicate VBZ cord-331885-8zmuhebu 90 41 that that IN cord-331885-8zmuhebu 90 42 the the DT cord-331885-8zmuhebu 90 43 investment investment NN cord-331885-8zmuhebu 90 44 risk risk NN cord-331885-8zmuhebu 90 45 is be VBZ cord-331885-8zmuhebu 90 46 high high JJ cord-331885-8zmuhebu 90 47 , , , cord-331885-8zmuhebu 90 48 level level NN cord-331885-8zmuhebu 90 49 IV IV NNP cord-331885-8zmuhebu 90 50 indicates indicate VBZ cord-331885-8zmuhebu 90 51 that that IN cord-331885-8zmuhebu 90 52 the the DT cord-331885-8zmuhebu 90 53 investment investment NN cord-331885-8zmuhebu 90 54 risk risk NN cord-331885-8zmuhebu 90 55 is be VBZ cord-331885-8zmuhebu 90 56 average average JJ cord-331885-8zmuhebu 90 57 , , , cord-331885-8zmuhebu 90 58 and and CC cord-331885-8zmuhebu 90 59 level level NN cord-331885-8zmuhebu 90 60 V v NN cord-331885-8zmuhebu 90 61 indicates indicate VBZ cord-331885-8zmuhebu 90 62 that that IN cord-331885-8zmuhebu 90 63 the the DT cord-331885-8zmuhebu 90 64 investment investment NN cord-331885-8zmuhebu 90 65 risk risk NN cord-331885-8zmuhebu 90 66 is be VBZ cord-331885-8zmuhebu 90 67 low low JJ cord-331885-8zmuhebu 90 68 . . . cord-331885-8zmuhebu 91 1 These these DT cord-331885-8zmuhebu 91 2 five five CD cord-331885-8zmuhebu 91 3 different different JJ cord-331885-8zmuhebu 91 4 risk risk NN cord-331885-8zmuhebu 91 5 levels level NNS cord-331885-8zmuhebu 91 6 correspond correspond VBP cord-331885-8zmuhebu 91 7 to to IN cord-331885-8zmuhebu 91 8 five five CD cord-331885-8zmuhebu 91 9 label label NN cord-331885-8zmuhebu 91 10 categories category NNS cord-331885-8zmuhebu 91 11 and and CC cord-331885-8zmuhebu 91 12 the the DT cord-331885-8zmuhebu 91 13 realization realization NN cord-331885-8zmuhebu 91 14 of of IN cord-331885-8zmuhebu 91 15 the the DT cord-331885-8zmuhebu 91 16 labeling labeling NN cord-331885-8zmuhebu 91 17 rules rule NNS cord-331885-8zmuhebu 91 18 , , , cord-331885-8zmuhebu 91 19 which which WDT cord-331885-8zmuhebu 91 20 can can MD cord-331885-8zmuhebu 91 21 be be VB cord-331885-8zmuhebu 91 22 expressed express VBN cord-331885-8zmuhebu 91 23 as as IN cord-331885-8zmuhebu 91 24 : : : cord-331885-8zmuhebu 91 25 For for IN cord-331885-8zmuhebu 91 26 the the DT cord-331885-8zmuhebu 91 27 sample sample NN cord-331885-8zmuhebu 91 28 dataset dataset NN cord-331885-8zmuhebu 91 29 in in IN cord-331885-8zmuhebu 91 30 the the DT cord-331885-8zmuhebu 91 31 input input NN cord-331885-8zmuhebu 91 32 investment investment NN cord-331885-8zmuhebu 91 33 risk risk NN cord-331885-8zmuhebu 91 34 assessment assessment NN cord-331885-8zmuhebu 91 35 model model NN cord-331885-8zmuhebu 91 36 , , , cord-331885-8zmuhebu 91 37 feedforward feedforward NN cord-331885-8zmuhebu 91 38 calculation calculation NN cord-331885-8zmuhebu 91 39 should should MD cord-331885-8zmuhebu 91 40 be be VB cord-331885-8zmuhebu 91 41 utilized utilize VBN cord-331885-8zmuhebu 91 42 to to TO cord-331885-8zmuhebu 91 43 judge judge VB cord-331885-8zmuhebu 91 44 and and CC cord-331885-8zmuhebu 91 45 express express VB cord-331885-8zmuhebu 91 46 the the DT cord-331885-8zmuhebu 91 47 input input NN cord-331885-8zmuhebu 91 48 data datum NNS cord-331885-8zmuhebu 91 49 features feature NNS cord-331885-8zmuhebu 91 50 . . . cord-331885-8zmuhebu 92 1 After after IN cord-331885-8zmuhebu 92 2 successive successive JJ cord-331885-8zmuhebu 92 3 propagation propagation NN cord-331885-8zmuhebu 92 4 throughout throughout IN cord-331885-8zmuhebu 92 5 the the DT cord-331885-8zmuhebu 92 6 layers layer NNS cord-331885-8zmuhebu 92 7 , , , cord-331885-8zmuhebu 92 8 the the DT cord-331885-8zmuhebu 92 9 data data NN cord-331885-8zmuhebu 92 10 dimensionality dimensionality NN cord-331885-8zmuhebu 92 11 is be VBZ cord-331885-8zmuhebu 92 12 finally finally RB cord-331885-8zmuhebu 92 13 reduced reduce VBN cord-331885-8zmuhebu 92 14 . . . cord-331885-8zmuhebu 93 1 In in IN cord-331885-8zmuhebu 93 2 this this DT cord-331885-8zmuhebu 93 3 process process NN cord-331885-8zmuhebu 93 4 , , , cord-331885-8zmuhebu 93 5 the the DT cord-331885-8zmuhebu 93 6 corresponding correspond VBG cord-331885-8zmuhebu 93 7 data datum NNS cord-331885-8zmuhebu 93 8 are be VBP cord-331885-8zmuhebu 93 9 constantly constantly RB cord-331885-8zmuhebu 93 10 becoming become VBG cord-331885-8zmuhebu 93 11 abstract abstract JJ cord-331885-8zmuhebu 93 12 , , , cord-331885-8zmuhebu 93 13 and and CC cord-331885-8zmuhebu 93 14 finally finally RB cord-331885-8zmuhebu 93 15 , , , cord-331885-8zmuhebu 93 16 the the DT cord-331885-8zmuhebu 93 17 result result NN cord-331885-8zmuhebu 93 18 can can MD cord-331885-8zmuhebu 93 19 be be VB cord-331885-8zmuhebu 93 20 predicted predict VBN cord-331885-8zmuhebu 93 21 . . . cord-331885-8zmuhebu 94 1 The the DT cord-331885-8zmuhebu 94 2 risk risk NN cord-331885-8zmuhebu 94 3 assessment assessment NN cord-331885-8zmuhebu 94 4 model model NN cord-331885-8zmuhebu 94 5 of of IN cord-331885-8zmuhebu 94 6 enterprise enterprise NN cord-331885-8zmuhebu 94 7 overseas overseas JJ cord-331885-8zmuhebu 94 8 investment investment NN cord-331885-8zmuhebu 94 9 built build VBN cord-331885-8zmuhebu 94 10 here here RB cord-331885-8zmuhebu 94 11 is be VBZ cord-331885-8zmuhebu 94 12 actually actually RB cord-331885-8zmuhebu 94 13 a a DT cord-331885-8zmuhebu 94 14 process process NN cord-331885-8zmuhebu 94 15 of of IN cord-331885-8zmuhebu 94 16 reducing reduce VBG cord-331885-8zmuhebu 94 17 multidimensional multidimensional JJ cord-331885-8zmuhebu 94 18 data datum NNS cord-331885-8zmuhebu 94 19 to to IN cord-331885-8zmuhebu 94 20 five five CD cord-331885-8zmuhebu 94 21 dimensions dimension NNS cord-331885-8zmuhebu 94 22 . . . cord-331885-8zmuhebu 95 1 To to TO cord-331885-8zmuhebu 95 2 solve solve VB cord-331885-8zmuhebu 95 3 this this DT cord-331885-8zmuhebu 95 4 problem problem NN cord-331885-8zmuhebu 95 5 , , , cord-331885-8zmuhebu 95 6 the the DT cord-331885-8zmuhebu 95 7 feedforward feedforward NN cord-331885-8zmuhebu 95 8 propagation propagation NN cord-331885-8zmuhebu 95 9 of of IN cord-331885-8zmuhebu 95 10 information information NN cord-331885-8zmuhebu 95 11 in in IN cord-331885-8zmuhebu 95 12 DNN DNN NNP cord-331885-8zmuhebu 95 13 can can MD cord-331885-8zmuhebu 95 14 be be VB cord-331885-8zmuhebu 95 15 expressed express VBN cord-331885-8zmuhebu 95 16 as as IN cord-331885-8zmuhebu 95 17 : : : cord-331885-8zmuhebu 95 18 In in IN cord-331885-8zmuhebu 95 19 ( ( -LRB- cord-331885-8zmuhebu 95 20 5 5 CD cord-331885-8zmuhebu 95 21 ) ) -RRB- cord-331885-8zmuhebu 95 22 , , , cord-331885-8zmuhebu 95 23 Z Z NNP cord-331885-8zmuhebu 95 24 ( ( -LRB- cord-331885-8zmuhebu 95 25 p p NN cord-331885-8zmuhebu 95 26 ) ) -RRB- cord-331885-8zmuhebu 95 27 represents represent VBZ cord-331885-8zmuhebu 95 28 the the DT cord-331885-8zmuhebu 95 29 specific specific JJ cord-331885-8zmuhebu 95 30 state state NN cord-331885-8zmuhebu 95 31 of of IN cord-331885-8zmuhebu 95 32 the the DT cord-331885-8zmuhebu 95 33 eigenvalues eigenvalue NNS cord-331885-8zmuhebu 95 34 corresponding correspond VBG cord-331885-8zmuhebu 95 35 to to IN cord-331885-8zmuhebu 95 36 the the DT cord-331885-8zmuhebu 95 37 p p NN cord-331885-8zmuhebu 95 38 - - HYPH cord-331885-8zmuhebu 95 39 tier tier NN cord-331885-8zmuhebu 95 40 investment investment NN cord-331885-8zmuhebu 95 41 risk risk NN cord-331885-8zmuhebu 95 42 assessment assessment NN cord-331885-8zmuhebu 95 43 , , , cord-331885-8zmuhebu 95 44 W W NNP cord-331885-8zmuhebu 95 45 ( ( -LRB- cord-331885-8zmuhebu 95 46 p p NN cord-331885-8zmuhebu 95 47 ) ) -RRB- cord-331885-8zmuhebu 95 48 represents represent VBZ cord-331885-8zmuhebu 95 49 the the DT cord-331885-8zmuhebu 95 50 weight weight NN cord-331885-8zmuhebu 95 51 matrix matrix NN cord-331885-8zmuhebu 95 52 , , , cord-331885-8zmuhebu 95 53 f f NNP cord-331885-8zmuhebu 95 54 p p NN cord-331885-8zmuhebu 95 55 represents represent VBZ cord-331885-8zmuhebu 95 56 the the DT cord-331885-8zmuhebu 95 57 activation activation NN cord-331885-8zmuhebu 95 58 function function NN cord-331885-8zmuhebu 95 59 corresponding correspond VBG cord-331885-8zmuhebu 95 60 to to IN cord-331885-8zmuhebu 95 61 the the DT cord-331885-8zmuhebu 95 62 eigenvalues eigenvalue NNS cord-331885-8zmuhebu 95 63 of of IN cord-331885-8zmuhebu 95 64 the the DT cord-331885-8zmuhebu 95 65 p p NN cord-331885-8zmuhebu 95 66 - - HYPH cord-331885-8zmuhebu 95 67 tier tier NN cord-331885-8zmuhebu 95 68 investment investment NN cord-331885-8zmuhebu 95 69 risk risk NN cord-331885-8zmuhebu 95 70 assessment assessment NN cord-331885-8zmuhebu 95 71 , , , cord-331885-8zmuhebu 95 72 and and CC cord-331885-8zmuhebu 95 73 b b LS cord-331885-8zmuhebu 95 74 ( ( -LRB- cord-331885-8zmuhebu 95 75 p p NN cord-331885-8zmuhebu 95 76 ) ) -RRB- cord-331885-8zmuhebu 95 77 is be VBZ cord-331885-8zmuhebu 95 78 the the DT cord-331885-8zmuhebu 95 79 offset offset NN cord-331885-8zmuhebu 95 80 . . . cord-331885-8zmuhebu 96 1 The the DT cord-331885-8zmuhebu 96 2 information information NN cord-331885-8zmuhebu 96 3 is be VBZ cord-331885-8zmuhebu 96 4 passed pass VBN cord-331885-8zmuhebu 96 5 successively successively RB cord-331885-8zmuhebu 96 6 throughout throughout IN cord-331885-8zmuhebu 96 7 the the DT cord-331885-8zmuhebu 96 8 layers layer NNS cord-331885-8zmuhebu 96 9 in in IN cord-331885-8zmuhebu 96 10 DNN DNN NNP cord-331885-8zmuhebu 96 11 , , , cord-331885-8zmuhebu 96 12 and and CC cord-331885-8zmuhebu 96 13 finally finally RB cord-331885-8zmuhebu 96 14 , , , cord-331885-8zmuhebu 96 15 the the DT cord-331885-8zmuhebu 96 16 output output NN cord-331885-8zmuhebu 96 17 of of IN cord-331885-8zmuhebu 96 18 the the DT cord-331885-8zmuhebu 96 19 network network NN cord-331885-8zmuhebu 96 20 can can MD cord-331885-8zmuhebu 96 21 be be VB cord-331885-8zmuhebu 96 22 obtained obtain VBN cord-331885-8zmuhebu 96 23 . . . cord-331885-8zmuhebu 97 1 Considering consider VBG cord-331885-8zmuhebu 97 2 that that IN cord-331885-8zmuhebu 97 3 data datum NNS cord-331885-8zmuhebu 97 4 can can MD cord-331885-8zmuhebu 97 5 have have VB cord-331885-8zmuhebu 97 6 limitations limitation NNS cord-331885-8zmuhebu 97 7 in in IN cord-331885-8zmuhebu 97 8 the the DT cord-331885-8zmuhebu 97 9 target target NN cord-331885-8zmuhebu 97 10 countries country NNS cord-331885-8zmuhebu 97 11 or or CC cord-331885-8zmuhebu 97 12 regions region NNS cord-331885-8zmuhebu 97 13 for for IN cord-331885-8zmuhebu 97 14 enterprises enterprise NNS cord-331885-8zmuhebu 97 15 investment investment NN cord-331885-8zmuhebu 97 16 overseas overseas RB cord-331885-8zmuhebu 97 17 , , , cord-331885-8zmuhebu 97 18 the the DT cord-331885-8zmuhebu 97 19 application application NN cord-331885-8zmuhebu 97 20 of of IN cord-331885-8zmuhebu 97 21 labeled label VBN cord-331885-8zmuhebu 97 22 data datum NNS cord-331885-8zmuhebu 97 23 can can MD cord-331885-8zmuhebu 97 24 play play VB cord-331885-8zmuhebu 97 25 an an DT cord-331885-8zmuhebu 97 26 important important JJ cord-331885-8zmuhebu 97 27 role role NN cord-331885-8zmuhebu 97 28 in in IN cord-331885-8zmuhebu 97 29 the the DT cord-331885-8zmuhebu 97 30 training training NN cord-331885-8zmuhebu 97 31 of of IN cord-331885-8zmuhebu 97 32 the the DT cord-331885-8zmuhebu 97 33 network network NN cord-331885-8zmuhebu 97 34 . . . cord-331885-8zmuhebu 98 1 If if IN cord-331885-8zmuhebu 98 2 there there EX cord-331885-8zmuhebu 98 3 is be VBZ cord-331885-8zmuhebu 98 4 a a DT cord-331885-8zmuhebu 98 5 set set NN cord-331885-8zmuhebu 98 6 of of IN cord-331885-8zmuhebu 98 7 data datum NNS cord-331885-8zmuhebu 98 8 samples sample NNS cord-331885-8zmuhebu 99 1 ( ( -LRB- cord-331885-8zmuhebu 99 2 x x NFP cord-331885-8zmuhebu 99 3 ( ( -LRB- cord-331885-8zmuhebu 99 4 i i NN cord-331885-8zmuhebu 99 5 ) ) -RRB- cord-331885-8zmuhebu 99 6 , , , cord-331885-8zmuhebu 99 7 y y NNP cord-331885-8zmuhebu 99 8 ( ( -LRB- cord-331885-8zmuhebu 99 9 i i NN cord-331885-8zmuhebu 99 10 ) ) -RRB- cord-331885-8zmuhebu 100 1 ): ): NNP cord-331885-8zmuhebu 101 1 The the DT cord-331885-8zmuhebu 101 2 corresponding corresponding JJ cord-331885-8zmuhebu 101 3 output output NN cord-331885-8zmuhebu 101 4 of of IN cord-331885-8zmuhebu 101 5 the the DT cord-331885-8zmuhebu 101 6 neural neural JJ cord-331885-8zmuhebu 101 7 network network NN cord-331885-8zmuhebu 101 8 after after IN cord-331885-8zmuhebu 101 9 the the DT cord-331885-8zmuhebu 101 10 feedforward feedforward NN cord-331885-8zmuhebu 101 11 propagation propagation NN cord-331885-8zmuhebu 101 12 is be VBZ cord-331885-8zmuhebu 101 13 f(x|w f(x|w NNP cord-331885-8zmuhebu 101 14 , , , cord-331885-8zmuhebu 101 15 b b LS cord-331885-8zmuhebu 101 16 ) ) -RRB- cord-331885-8zmuhebu 101 17 : : : cord-331885-8zmuhebu 102 1 Then then RB cord-331885-8zmuhebu 102 2 , , , cord-331885-8zmuhebu 102 3 the the DT cord-331885-8zmuhebu 102 4 corresponding corresponding JJ cord-331885-8zmuhebu 102 5 objective objective JJ cord-331885-8zmuhebu 102 6 function function NN cord-331885-8zmuhebu 102 7 O(• O(• VBN cord-331885-8zmuhebu 102 8 ) ) -RRB- cord-331885-8zmuhebu 102 9 can can MD cord-331885-8zmuhebu 102 10 be be VB cord-331885-8zmuhebu 102 11 expressed express VBN cord-331885-8zmuhebu 102 12 as as IN cord-331885-8zmuhebu 102 13 : : : cord-331885-8zmuhebu 102 14 In in IN cord-331885-8zmuhebu 102 15 ( ( -LRB- cord-331885-8zmuhebu 102 16 8) 8) NNP cord-331885-8zmuhebu 102 17 , , , cord-331885-8zmuhebu 102 18 W W NNP cord-331885-8zmuhebu 102 19 represents represent VBZ cord-331885-8zmuhebu 102 20 the the DT cord-331885-8zmuhebu 102 21 weight weight NN cord-331885-8zmuhebu 102 22 matrix matrix NN cord-331885-8zmuhebu 102 23 corresponding correspond VBG cord-331885-8zmuhebu 102 24 to to IN cord-331885-8zmuhebu 102 25 each each DT cord-331885-8zmuhebu 102 26 layer layer NN cord-331885-8zmuhebu 102 27 , , , cord-331885-8zmuhebu 102 28 and and CC cord-331885-8zmuhebu 102 29 b b LS cord-331885-8zmuhebu 102 30 represents represent VBZ cord-331885-8zmuhebu 102 31 the the DT cord-331885-8zmuhebu 102 32 bias bias NN cord-331885-8zmuhebu 102 33 vector vector NN cord-331885-8zmuhebu 102 34 corresponding correspond VBG cord-331885-8zmuhebu 102 35 to to IN cord-331885-8zmuhebu 102 36 each each DT cord-331885-8zmuhebu 102 37 layer layer NN cord-331885-8zmuhebu 102 38 in in IN cord-331885-8zmuhebu 102 39 the the DT cord-331885-8zmuhebu 102 40 neural neural JJ cord-331885-8zmuhebu 102 41 network network NN cord-331885-8zmuhebu 102 42 . . . cord-331885-8zmuhebu 103 1 Based base VBN cord-331885-8zmuhebu 103 2 on on IN cord-331885-8zmuhebu 103 3 the the DT cord-331885-8zmuhebu 103 4 goal goal NN cord-331885-8zmuhebu 103 5 of of IN cord-331885-8zmuhebu 103 6 minimizing minimize VBG cord-331885-8zmuhebu 103 7 investment investment NN cord-331885-8zmuhebu 103 8 risk risk NN cord-331885-8zmuhebu 103 9 output output NN cord-331885-8zmuhebu 103 10 , , , cord-331885-8zmuhebu 103 11 the the DT cord-331885-8zmuhebu 103 12 gradient gradient NN cord-331885-8zmuhebu 103 13 descent descent NN cord-331885-8zmuhebu 103 14 method method NN cord-331885-8zmuhebu 103 15 is be VBZ cord-331885-8zmuhebu 103 16 applied apply VBN cord-331885-8zmuhebu 103 17 to to TO cord-331885-8zmuhebu 103 18 realize realize VB cord-331885-8zmuhebu 103 19 the the DT cord-331885-8zmuhebu 103 20 iteration iteration NN cord-331885-8zmuhebu 103 21 and and CC cord-331885-8zmuhebu 103 22 update update NN cord-331885-8zmuhebu 103 23 of of IN cord-331885-8zmuhebu 103 24 parameters parameter NNS cord-331885-8zmuhebu 103 25 . . . cord-331885-8zmuhebu 104 1 The the DT cord-331885-8zmuhebu 104 2 corresponding corresponding JJ cord-331885-8zmuhebu 104 3 calculation calculation NN cord-331885-8zmuhebu 104 4 is be VBZ cord-331885-8zmuhebu 104 5 : : : cord-331885-8zmuhebu 104 6 In in IN cord-331885-8zmuhebu 104 7 ( ( -LRB- cord-331885-8zmuhebu 104 8 9 9 CD cord-331885-8zmuhebu 104 9 ) ) -RRB- cord-331885-8zmuhebu 104 10 , , , cord-331885-8zmuhebu 104 11 δ δ NNP cord-331885-8zmuhebu 104 12 represents represent VBZ cord-331885-8zmuhebu 104 13 the the DT cord-331885-8zmuhebu 104 14 update update NN cord-331885-8zmuhebu 104 15 rate rate NN cord-331885-8zmuhebu 104 16 corresponding correspond VBG cord-331885-8zmuhebu 104 17 to to IN cord-331885-8zmuhebu 104 18 the the DT cord-331885-8zmuhebu 104 19 parameter parameter NN cord-331885-8zmuhebu 104 20 , , , cord-331885-8zmuhebu 104 21 and and CC cord-331885-8zmuhebu 104 22 λ λ NN cord-331885-8zmuhebu 104 23 represents represent VBZ cord-331885-8zmuhebu 104 24 the the DT cord-331885-8zmuhebu 104 25 parameter parameter NN cord-331885-8zmuhebu 104 26 . . . cord-331885-8zmuhebu 105 1 Furthermore furthermore RB cord-331885-8zmuhebu 105 2 , , , cord-331885-8zmuhebu 105 3 the the DT cord-331885-8zmuhebu 105 4 error error NN cord-331885-8zmuhebu 105 5 term term NN cord-331885-8zmuhebu 105 6 is be VBZ cord-331885-8zmuhebu 105 7 defined define VBN cord-331885-8zmuhebu 105 8 as as IN cord-331885-8zmuhebu 105 9 : : : cord-331885-8zmuhebu 105 10 In in IN cord-331885-8zmuhebu 105 11 ( ( -LRB- cord-331885-8zmuhebu 105 12 10 10 CD cord-331885-8zmuhebu 105 13 ) ) -RRB- cord-331885-8zmuhebu 105 14 , , , cord-331885-8zmuhebu 105 15 � � NNP cord-331885-8zmuhebu 105 16 represents represent VBZ cord-331885-8zmuhebu 105 17 the the DT cord-331885-8zmuhebu 105 18 dot dot NN cord-331885-8zmuhebu 105 19 product product NN cord-331885-8zmuhebu 105 20 operator operator NN cord-331885-8zmuhebu 105 21 of of IN cord-331885-8zmuhebu 105 22 vectors vector NNS cord-331885-8zmuhebu 105 23 . . . cord-331885-8zmuhebu 106 1 After after IN cord-331885-8zmuhebu 106 2 obtaining obtain VBG cord-331885-8zmuhebu 106 3 the the DT cord-331885-8zmuhebu 106 4 error error NN cord-331885-8zmuhebu 106 5 term term NN cord-331885-8zmuhebu 106 6 corresponding correspond VBG cord-331885-8zmuhebu 106 7 to to IN cord-331885-8zmuhebu 106 8 each each DT cord-331885-8zmuhebu 106 9 layer layer NN cord-331885-8zmuhebu 106 10 , , , cord-331885-8zmuhebu 106 11 the the DT cord-331885-8zmuhebu 106 12 gradient gradient NN cord-331885-8zmuhebu 106 13 value value NN cord-331885-8zmuhebu 106 14 corresponding correspond VBG cord-331885-8zmuhebu 106 15 to to IN cord-331885-8zmuhebu 106 16 each each DT cord-331885-8zmuhebu 106 17 layer layer NN cord-331885-8zmuhebu 106 18 parameter parameter NN cord-331885-8zmuhebu 106 19 can can MD cord-331885-8zmuhebu 106 20 be be VB cord-331885-8zmuhebu 106 21 obtained obtain VBN cord-331885-8zmuhebu 106 22 . . . cord-331885-8zmuhebu 107 1 According accord VBG cord-331885-8zmuhebu 107 2 to to IN cord-331885-8zmuhebu 107 3 above above IN cord-331885-8zmuhebu 107 4 analysis analysis NN cord-331885-8zmuhebu 107 5 , , , cord-331885-8zmuhebu 107 6 the the DT cord-331885-8zmuhebu 107 7 entire entire JJ cord-331885-8zmuhebu 107 8 training training NN cord-331885-8zmuhebu 107 9 process process NN cord-331885-8zmuhebu 107 10 of of IN cord-331885-8zmuhebu 107 11 DNN DNN NNP cord-331885-8zmuhebu 107 12 is be VBZ cord-331885-8zmuhebu 107 13 achieved achieve VBN cord-331885-8zmuhebu 107 14 through through IN cord-331885-8zmuhebu 107 15 the the DT cord-331885-8zmuhebu 107 16 calculation calculation NN cord-331885-8zmuhebu 107 17 of of IN cord-331885-8zmuhebu 107 18 the the DT cord-331885-8zmuhebu 107 19 state state NN cord-331885-8zmuhebu 107 20 and and CC cord-331885-8zmuhebu 107 21 activation activation NN cord-331885-8zmuhebu 107 22 value value NN cord-331885-8zmuhebu 107 23 of of IN cord-331885-8zmuhebu 107 24 each each DT cord-331885-8zmuhebu 107 25 layer layer NN cord-331885-8zmuhebu 107 26 , , , cord-331885-8zmuhebu 107 27 as as RB cord-331885-8zmuhebu 107 28 well well RB cord-331885-8zmuhebu 107 29 as as IN cord-331885-8zmuhebu 107 30 the the DT cord-331885-8zmuhebu 107 31 calculation calculation NN cord-331885-8zmuhebu 107 32 of of IN cord-331885-8zmuhebu 107 33 the the DT cord-331885-8zmuhebu 107 34 error error NN cord-331885-8zmuhebu 107 35 corresponding correspond VBG cord-331885-8zmuhebu 107 36 to to IN cord-331885-8zmuhebu 107 37 each each DT cord-331885-8zmuhebu 107 38 layer layer NN cord-331885-8zmuhebu 107 39 in in IN cord-331885-8zmuhebu 107 40 the the DT cord-331885-8zmuhebu 107 41 neural neural JJ cord-331885-8zmuhebu 107 42 network network NN cord-331885-8zmuhebu 107 43 , , , cord-331885-8zmuhebu 107 44 which which WDT cord-331885-8zmuhebu 107 45 helps help VBZ cord-331885-8zmuhebu 107 46 update update VB cord-331885-8zmuhebu 107 47 the the DT cord-331885-8zmuhebu 107 48 relevant relevant JJ cord-331885-8zmuhebu 107 49 parameters parameter NNS cord-331885-8zmuhebu 107 50 . . . cord-331885-8zmuhebu 108 1 The the DT cord-331885-8zmuhebu 108 2 expression expression NN cord-331885-8zmuhebu 108 3 level level NN cord-331885-8zmuhebu 108 4 of of IN cord-331885-8zmuhebu 108 5 DNN DNN NNP cord-331885-8zmuhebu 108 6 also also RB cord-331885-8zmuhebu 108 7 plays play VBZ cord-331885-8zmuhebu 108 8 an an DT cord-331885-8zmuhebu 108 9 extremely extremely RB cord-331885-8zmuhebu 108 10 important important JJ cord-331885-8zmuhebu 108 11 role role NN cord-331885-8zmuhebu 108 12 , , , cord-331885-8zmuhebu 108 13 which which WDT cord-331885-8zmuhebu 108 14 can can MD cord-331885-8zmuhebu 108 15 be be VB cord-331885-8zmuhebu 108 16 achieved achieve VBN cord-331885-8zmuhebu 108 17 by by IN cord-331885-8zmuhebu 108 18 the the DT cord-331885-8zmuhebu 108 19 introduction introduction NN cord-331885-8zmuhebu 108 20 of of IN cord-331885-8zmuhebu 108 21 nonlinear nonlinear JJ cord-331885-8zmuhebu 108 22 activation activation NN cord-331885-8zmuhebu 108 23 functions function NNS cord-331885-8zmuhebu 108 24 . . . cord-331885-8zmuhebu 109 1 The the DT cord-331885-8zmuhebu 109 2 logistic logistic JJ cord-331885-8zmuhebu 109 3 function function NN cord-331885-8zmuhebu 109 4 , , , cord-331885-8zmuhebu 109 5 tanh tanh NN cord-331885-8zmuhebu 109 6 function function NN cord-331885-8zmuhebu 109 7 , , , cord-331885-8zmuhebu 109 8 and and CC cord-331885-8zmuhebu 109 9 ReLU relu NN cord-331885-8zmuhebu 109 10 function function NN cord-331885-8zmuhebu 109 11 are be VBP cord-331885-8zmuhebu 109 12 the the DT cord-331885-8zmuhebu 109 13 most most RBS cord-331885-8zmuhebu 109 14 commonly commonly RB cord-331885-8zmuhebu 109 15 used use VBN cord-331885-8zmuhebu 109 16 activation activation NN cord-331885-8zmuhebu 109 17 functions function NNS cord-331885-8zmuhebu 109 18 in in IN cord-331885-8zmuhebu 109 19 traditional traditional JJ cord-331885-8zmuhebu 109 20 neural neural JJ cord-331885-8zmuhebu 109 21 network network NN cord-331885-8zmuhebu 109 22 models model NNS cord-331885-8zmuhebu 109 23 . . . cord-331885-8zmuhebu 110 1 However however RB cord-331885-8zmuhebu 110 2 , , , cord-331885-8zmuhebu 110 3 the the DT cord-331885-8zmuhebu 110 4 first first JJ cord-331885-8zmuhebu 110 5 two two CD cord-331885-8zmuhebu 110 6 activation activation NN cord-331885-8zmuhebu 110 7 functions function NNS cord-331885-8zmuhebu 110 8 have have VBP cord-331885-8zmuhebu 110 9 the the DT cord-331885-8zmuhebu 110 10 problem problem NN cord-331885-8zmuhebu 110 11 of of IN cord-331885-8zmuhebu 110 12 gradient gradient NN cord-331885-8zmuhebu 110 13 disappearance disappearance NN cord-331885-8zmuhebu 110 14 during during IN cord-331885-8zmuhebu 110 15 neural neural JJ cord-331885-8zmuhebu 110 16 network network NN cord-331885-8zmuhebu 110 17 training training NN cord-331885-8zmuhebu 110 18 [ [ -LRB- cord-331885-8zmuhebu 110 19 26 26 CD cord-331885-8zmuhebu 110 20 ] ] -RRB- cord-331885-8zmuhebu 110 21 . . . cord-331885-8zmuhebu 111 1 Therefore therefore RB cord-331885-8zmuhebu 111 2 , , , cord-331885-8zmuhebu 111 3 in in IN cord-331885-8zmuhebu 111 4 the the DT cord-331885-8zmuhebu 111 5 proposed propose VBN cord-331885-8zmuhebu 111 6 model model NN cord-331885-8zmuhebu 111 7 , , , cord-331885-8zmuhebu 111 8 ReLU ReLU NNP cord-331885-8zmuhebu 111 9 is be VBZ cord-331885-8zmuhebu 111 10 used use VBN cord-331885-8zmuhebu 111 11 as as IN cord-331885-8zmuhebu 111 12 the the DT cord-331885-8zmuhebu 111 13 activation activation NN cord-331885-8zmuhebu 111 14 function function NN cord-331885-8zmuhebu 111 15 , , , cord-331885-8zmuhebu 111 16 and and CC cord-331885-8zmuhebu 111 17 its -PRON- PRP$ cord-331885-8zmuhebu 111 18 corresponding corresponding JJ cord-331885-8zmuhebu 111 19 equation equation NN cord-331885-8zmuhebu 111 20 is be VBZ cord-331885-8zmuhebu 111 21 : : : cord-331885-8zmuhebu 111 22 Compared compare VBN cord-331885-8zmuhebu 111 23 with with IN cord-331885-8zmuhebu 111 24 the the DT cord-331885-8zmuhebu 111 25 other other JJ cord-331885-8zmuhebu 111 26 two two CD cord-331885-8zmuhebu 111 27 activation activation NN cord-331885-8zmuhebu 111 28 functions function NNS cord-331885-8zmuhebu 111 29 , , , cord-331885-8zmuhebu 111 30 the the DT cord-331885-8zmuhebu 111 31 gradient gradient NN cord-331885-8zmuhebu 111 32 calculation calculation NN cord-331885-8zmuhebu 111 33 corresponding correspond VBG cord-331885-8zmuhebu 111 34 to to IN cord-331885-8zmuhebu 111 35 the the DT cord-331885-8zmuhebu 111 36 ReLU relu NN cord-331885-8zmuhebu 111 37 function function NN cord-331885-8zmuhebu 111 38 can can MD cord-331885-8zmuhebu 111 39 be be VB cord-331885-8zmuhebu 111 40 expressed express VBN cord-331885-8zmuhebu 111 41 as as IN cord-331885-8zmuhebu 111 42 : : : cord-331885-8zmuhebu 112 1 ( ( -LRB- cord-331885-8zmuhebu 112 2 This this DT cord-331885-8zmuhebu 112 3 makes make VBZ cord-331885-8zmuhebu 112 4 the the DT cord-331885-8zmuhebu 112 5 problem problem NN cord-331885-8zmuhebu 112 6 of of IN cord-331885-8zmuhebu 112 7 gradient gradient NN cord-331885-8zmuhebu 112 8 disappearance disappearance NN cord-331885-8zmuhebu 112 9 in in IN cord-331885-8zmuhebu 112 10 the the DT cord-331885-8zmuhebu 112 11 entire entire JJ cord-331885-8zmuhebu 112 12 backpropagation backpropagation NN cord-331885-8zmuhebu 112 13 process process NN cord-331885-8zmuhebu 112 14 alleviated alleviate VBN cord-331885-8zmuhebu 112 15 . . . cord-331885-8zmuhebu 113 1 To to TO cord-331885-8zmuhebu 113 2 test test VB cord-331885-8zmuhebu 113 3 the the DT cord-331885-8zmuhebu 113 4 effectiveness effectiveness NN cord-331885-8zmuhebu 113 5 of of IN cord-331885-8zmuhebu 113 6 the the DT cord-331885-8zmuhebu 113 7 DNN dnn NN cord-331885-8zmuhebu 113 8 - - HYPH cord-331885-8zmuhebu 113 9 based base VBN cord-331885-8zmuhebu 113 10 enterprise enterprise NN cord-331885-8zmuhebu 113 11 overseas overseas JJ cord-331885-8zmuhebu 113 12 investment investment NN cord-331885-8zmuhebu 113 13 risk risk NN cord-331885-8zmuhebu 113 14 assessment assessment NN cord-331885-8zmuhebu 113 15 model model NN cord-331885-8zmuhebu 113 16 , , , cord-331885-8zmuhebu 113 17 the the DT cord-331885-8zmuhebu 113 18 Fraser Fraser NNP cord-331885-8zmuhebu 113 19 risk risk NN cord-331885-8zmuhebu 113 20 assessment assessment NN cord-331885-8zmuhebu 113 21 is be VBZ cord-331885-8zmuhebu 113 22 chosen choose VBN cord-331885-8zmuhebu 113 23 as as IN cord-331885-8zmuhebu 113 24 the the DT cord-331885-8zmuhebu 113 25 learning learning NN cord-331885-8zmuhebu 113 26 label label NN cord-331885-8zmuhebu 113 27 . . . cord-331885-8zmuhebu 114 1 This this DT cord-331885-8zmuhebu 114 2 risk risk NN cord-331885-8zmuhebu 114 3 assessment assessment NN cord-331885-8zmuhebu 114 4 includes include VBZ cord-331885-8zmuhebu 114 5 multiple multiple JJ cord-331885-8zmuhebu 114 6 countries country NNS cord-331885-8zmuhebu 114 7 and and CC cord-331885-8zmuhebu 114 8 regions region NNS cord-331885-8zmuhebu 114 9 [ [ -LRB- cord-331885-8zmuhebu 114 10 27 27 CD cord-331885-8zmuhebu 114 11 , , , cord-331885-8zmuhebu 114 12 28 28 CD cord-331885-8zmuhebu 114 13 ] ] -RRB- cord-331885-8zmuhebu 114 14 . . . cord-331885-8zmuhebu 115 1 Here here RB cord-331885-8zmuhebu 115 2 , , , cord-331885-8zmuhebu 115 3 countries country NNS cord-331885-8zmuhebu 115 4 and and CC cord-331885-8zmuhebu 115 5 regions region NNS cord-331885-8zmuhebu 115 6 that that WDT cord-331885-8zmuhebu 115 7 have have VBP cord-331885-8zmuhebu 115 8 continuity continuity NN cord-331885-8zmuhebu 115 9 in in IN cord-331885-8zmuhebu 115 10 the the DT cord-331885-8zmuhebu 115 11 Fraser Fraser NNP cord-331885-8zmuhebu 115 12 risk risk NN cord-331885-8zmuhebu 115 13 assessment assessment NN cord-331885-8zmuhebu 115 14 learning learn VBG cord-331885-8zmuhebu 115 15 label label NN cord-331885-8zmuhebu 115 16 from from IN cord-331885-8zmuhebu 115 17 2018 2018 CD cord-331885-8zmuhebu 115 18 to to IN cord-331885-8zmuhebu 115 19 2019 2019 CD cord-331885-8zmuhebu 115 20 are be VBP cord-331885-8zmuhebu 115 21 selected select VBN cord-331885-8zmuhebu 115 22 as as IN cord-331885-8zmuhebu 115 23 the the DT cord-331885-8zmuhebu 115 24 research research NN cord-331885-8zmuhebu 115 25 samples sample NNS cord-331885-8zmuhebu 115 26 . . . cord-331885-8zmuhebu 116 1 Specifically specifically RB cord-331885-8zmuhebu 116 2 , , , cord-331885-8zmuhebu 116 3 a a DT cord-331885-8zmuhebu 116 4 total total NN cord-331885-8zmuhebu 116 5 of of IN cord-331885-8zmuhebu 116 6 15 15 CD cord-331885-8zmuhebu 116 7 countries country NNS cord-331885-8zmuhebu 116 8 are be VBP cord-331885-8zmuhebu 116 9 included include VBN cord-331885-8zmuhebu 116 10 as as IN cord-331885-8zmuhebu 116 11 the the DT cord-331885-8zmuhebu 116 12 target target NN cord-331885-8zmuhebu 116 13 countries country NNS cord-331885-8zmuhebu 116 14 . . . cord-331885-8zmuhebu 117 1 Besides besides RB cord-331885-8zmuhebu 117 2 , , , cord-331885-8zmuhebu 117 3 President President NNP cord-331885-8zmuhebu 117 4 Xi Xi NNP cord-331885-8zmuhebu 117 5 Jinping Jinping NNP cord-331885-8zmuhebu 117 6 of of IN cord-331885-8zmuhebu 117 7 China China NNP cord-331885-8zmuhebu 117 8 has have VBZ cord-331885-8zmuhebu 117 9 visited visit VBN cord-331885-8zmuhebu 117 10 all all PDT cord-331885-8zmuhebu 117 11 the the DT cord-331885-8zmuhebu 117 12 included include VBN cord-331885-8zmuhebu 117 13 countries country NNS cord-331885-8zmuhebu 117 14 , , , cord-331885-8zmuhebu 117 15 sharing share VBG cord-331885-8zmuhebu 117 16 close close JJ cord-331885-8zmuhebu 117 17 cooperative cooperative JJ cord-331885-8zmuhebu 117 18 relations relation NNS cord-331885-8zmuhebu 117 19 with with IN cord-331885-8zmuhebu 117 20 China China NNP cord-331885-8zmuhebu 117 21 . . . cord-331885-8zmuhebu 118 1 In in IN cord-331885-8zmuhebu 118 2 addition addition NN cord-331885-8zmuhebu 118 3 , , , cord-331885-8zmuhebu 118 4 the the DT cord-331885-8zmuhebu 118 5 selected select VBN cord-331885-8zmuhebu 118 6 countries country NNS cord-331885-8zmuhebu 118 7 have have VBP cord-331885-8zmuhebu 118 8 rich rich JJ cord-331885-8zmuhebu 118 9 resources resource NNS cord-331885-8zmuhebu 118 10 such such JJ cord-331885-8zmuhebu 118 11 as as IN cord-331885-8zmuhebu 118 12 minerals mineral NNS cord-331885-8zmuhebu 118 13 . . . cord-331885-8zmuhebu 119 1 The the DT cord-331885-8zmuhebu 119 2 five five CD cord-331885-8zmuhebu 119 3 risk risk NN cord-331885-8zmuhebu 119 4 assessment assessment NN cord-331885-8zmuhebu 119 5 levels level NNS cord-331885-8zmuhebu 119 6 proposed propose VBN cord-331885-8zmuhebu 119 7 above above RB cord-331885-8zmuhebu 119 8 are be VBP cord-331885-8zmuhebu 119 9 utilized utilize VBN cord-331885-8zmuhebu 119 10 to to TO cord-331885-8zmuhebu 119 11 analyze analyze VB cord-331885-8zmuhebu 119 12 and and CC cord-331885-8zmuhebu 119 13 characterize characterize VB cord-331885-8zmuhebu 119 14 the the DT cord-331885-8zmuhebu 119 15 proposed propose VBN cord-331885-8zmuhebu 119 16 DNN dnn NN cord-331885-8zmuhebu 119 17 - - HYPH cord-331885-8zmuhebu 119 18 based base VBN cord-331885-8zmuhebu 119 19 enterprise enterprise NN cord-331885-8zmuhebu 119 20 overseas overseas JJ cord-331885-8zmuhebu 119 21 investment investment NN cord-331885-8zmuhebu 119 22 risk risk NN cord-331885-8zmuhebu 119 23 assessment assessment NN cord-331885-8zmuhebu 119 24 model model NN cord-331885-8zmuhebu 119 25 . . . cord-331885-8zmuhebu 120 1 The the DT cord-331885-8zmuhebu 120 2 selected select VBN cord-331885-8zmuhebu 120 3 research research NN cord-331885-8zmuhebu 120 4 samples sample NNS cord-331885-8zmuhebu 120 5 are be VBP cord-331885-8zmuhebu 120 6 shown show VBN cord-331885-8zmuhebu 120 7 in in IN cord-331885-8zmuhebu 120 8 Table Table NNP cord-331885-8zmuhebu 120 9 2 2 CD cord-331885-8zmuhebu 120 10 Table table NN cord-331885-8zmuhebu 120 11 1 1 CD cord-331885-8zmuhebu 120 12 above above RB cord-331885-8zmuhebu 120 13 . . . cord-331885-8zmuhebu 121 1 Furthermore furthermore RB cord-331885-8zmuhebu 121 2 , , , cord-331885-8zmuhebu 121 3 for for IN cord-331885-8zmuhebu 121 4 output output NN cord-331885-8zmuhebu 121 5 Y Y NNP cord-331885-8zmuhebu 121 6 of of IN cord-331885-8zmuhebu 121 7 the the DT cord-331885-8zmuhebu 121 8 risk risk NN cord-331885-8zmuhebu 121 9 assessment assessment NN cord-331885-8zmuhebu 121 10 model model NN cord-331885-8zmuhebu 121 11 , , , cord-331885-8zmuhebu 121 12 the the DT cord-331885-8zmuhebu 121 13 investment investment NN cord-331885-8zmuhebu 121 14 attractiveness attractiveness NN cord-331885-8zmuhebu 121 15 index index NN cord-331885-8zmuhebu 121 16 of of IN cord-331885-8zmuhebu 121 17 the the DT cord-331885-8zmuhebu 121 18 target target NN cord-331885-8zmuhebu 121 19 country country NN cord-331885-8zmuhebu 121 20 or or CC cord-331885-8zmuhebu 121 21 region region NN cord-331885-8zmuhebu 121 22 in in IN cord-331885-8zmuhebu 121 23 the the DT cord-331885-8zmuhebu 121 24 Fraser Fraser NNP cord-331885-8zmuhebu 121 25 risk risk NN cord-331885-8zmuhebu 121 26 evaluation evaluation NN cord-331885-8zmuhebu 121 27 learning learning NN cord-331885-8zmuhebu 121 28 label label NN cord-331885-8zmuhebu 121 29 is be VBZ cord-331885-8zmuhebu 121 30 adopted adopt VBN cord-331885-8zmuhebu 121 31 as as IN cord-331885-8zmuhebu 121 32 the the DT cord-331885-8zmuhebu 121 33 evaluation evaluation NN cord-331885-8zmuhebu 121 34 result result NN cord-331885-8zmuhebu 121 35 of of IN cord-331885-8zmuhebu 121 36 the the DT cord-331885-8zmuhebu 121 37 model model NN cord-331885-8zmuhebu 121 38 . . . cord-331885-8zmuhebu 122 1 In in IN cord-331885-8zmuhebu 122 2 addition addition NN cord-331885-8zmuhebu 122 3 , , , cord-331885-8zmuhebu 122 4 the the DT cord-331885-8zmuhebu 122 5 corresponding corresponding JJ cord-331885-8zmuhebu 122 6 label label NN cord-331885-8zmuhebu 122 7 of of IN cord-331885-8zmuhebu 122 8 the the DT cord-331885-8zmuhebu 122 9 model model NN cord-331885-8zmuhebu 122 10 output output NN cord-331885-8zmuhebu 122 11 is be VBZ cord-331885-8zmuhebu 122 12 divided divide VBN cord-331885-8zmuhebu 122 13 into into IN cord-331885-8zmuhebu 122 14 five five CD cord-331885-8zmuhebu 122 15 risk risk NN cord-331885-8zmuhebu 122 16 levels level NNS cord-331885-8zmuhebu 122 17 according accord VBG cord-331885-8zmuhebu 122 18 to to IN cord-331885-8zmuhebu 122 19 the the DT cord-331885-8zmuhebu 122 20 corresponding correspond VBG cord-331885-8zmuhebu 122 21 scores score NNS cord-331885-8zmuhebu 122 22 . . . cord-331885-8zmuhebu 123 1 Therefore therefore RB cord-331885-8zmuhebu 123 2 , , , cord-331885-8zmuhebu 123 3 the the DT cord-331885-8zmuhebu 123 4 model model NN cord-331885-8zmuhebu 123 5 is be VBZ cord-331885-8zmuhebu 123 6 trained train VBN cord-331885-8zmuhebu 123 7 and and CC cord-331885-8zmuhebu 123 8 its -PRON- PRP$ cord-331885-8zmuhebu 123 9 performance performance NN cord-331885-8zmuhebu 123 10 is be VBZ cord-331885-8zmuhebu 123 11 tested test VBN cord-331885-8zmuhebu 123 12 . . . cord-331885-8zmuhebu 123 13 _SP cord-331885-8zmuhebu 124 1 During during IN cord-331885-8zmuhebu 124 2 2018 2018 CD cord-331885-8zmuhebu 124 3 - - SYM cord-331885-8zmuhebu 124 4 2019 2019 CD cord-331885-8zmuhebu 124 5 , , , cord-331885-8zmuhebu 124 6 the the DT cord-331885-8zmuhebu 124 7 selected select VBN cord-331885-8zmuhebu 124 8 overseas overseas JJ cord-331885-8zmuhebu 124 9 investment investment NN cord-331885-8zmuhebu 124 10 risk risk NN cord-331885-8zmuhebu 124 11 assessment assessment NN cord-331885-8zmuhebu 124 12 indicators indicator NNS cord-331885-8zmuhebu 124 13 for for IN cord-331885-8zmuhebu 124 14 North north JJ cord-331885-8zmuhebu 124 15 American american JJ cord-331885-8zmuhebu 124 16 country country NN cord-331885-8zmuhebu 124 17 clusters cluster NNS cord-331885-8zmuhebu 124 18 and and CC cord-331885-8zmuhebu 124 19 Latin latin JJ cord-331885-8zmuhebu 124 20 American american JJ cord-331885-8zmuhebu 124 21 country country NN cord-331885-8zmuhebu 124 22 clusters cluster NNS cord-331885-8zmuhebu 124 23 are be VBP cord-331885-8zmuhebu 124 24 shown show VBN cord-331885-8zmuhebu 124 25 in in IN cord-331885-8zmuhebu 124 26 Fig Fig NNP cord-331885-8zmuhebu 124 27 2A-2D 2a-2d CD cord-331885-8zmuhebu 124 28 below below RB cord-331885-8zmuhebu 124 29 . . . cord-331885-8zmuhebu 125 1 Data data NN cord-331885-8zmuhebu 125 2 analysis analysis NN cord-331885-8zmuhebu 125 3 shows show VBZ cord-331885-8zmuhebu 125 4 that that IN cord-331885-8zmuhebu 125 5 the the DT cord-331885-8zmuhebu 125 6 risk risk NN cord-331885-8zmuhebu 125 7 assessment assessment NN cord-331885-8zmuhebu 125 8 indicators indicator NNS cord-331885-8zmuhebu 125 9 of of IN cord-331885-8zmuhebu 125 10 the the DT cord-331885-8zmuhebu 125 11 two two CD cord-331885-8zmuhebu 125 12 countries country NNS cord-331885-8zmuhebu 125 13 in in IN cord-331885-8zmuhebu 125 14 North North NNP cord-331885-8zmuhebu 125 15 America America NNP cord-331885-8zmuhebu 125 16 , , , cord-331885-8zmuhebu 125 17 the the DT cord-331885-8zmuhebu 125 18 United United NNP cord-331885-8zmuhebu 125 19 States States NNP cord-331885-8zmuhebu 125 20 and and CC cord-331885-8zmuhebu 125 21 Canada Canada NNP cord-331885-8zmuhebu 125 22 , , , cord-331885-8zmuhebu 125 23 show show VBP cord-331885-8zmuhebu 125 24 different different JJ cord-331885-8zmuhebu 125 25 indicators indicator NNS cord-331885-8zmuhebu 125 26 among among IN cord-331885-8zmuhebu 125 27 the the DT cord-331885-8zmuhebu 125 28 five five CD cord-331885-8zmuhebu 125 29 risk risk NN cord-331885-8zmuhebu 125 30 levels level NNS cord-331885-8zmuhebu 125 31 . . . cord-331885-8zmuhebu 126 1 However however RB cord-331885-8zmuhebu 126 2 , , , cord-331885-8zmuhebu 126 3 because because IN cord-331885-8zmuhebu 126 4 the the DT cord-331885-8zmuhebu 126 5 United United NNP cord-331885-8zmuhebu 126 6 States States NNP cord-331885-8zmuhebu 126 7 and and CC cord-331885-8zmuhebu 126 8 Canada Canada NNP cord-331885-8zmuhebu 126 9 have have VBP cord-331885-8zmuhebu 126 10 richer rich JJR cord-331885-8zmuhebu 126 11 reserves reserve NNS cord-331885-8zmuhebu 126 12 of of IN cord-331885-8zmuhebu 126 13 resources resource NNS cord-331885-8zmuhebu 126 14 and and CC cord-331885-8zmuhebu 126 15 energy energy NN cord-331885-8zmuhebu 126 16 , , , cord-331885-8zmuhebu 126 17 coupled couple VBN cord-331885-8zmuhebu 126 18 with with IN cord-331885-8zmuhebu 126 19 a a DT cord-331885-8zmuhebu 126 20 higher high JJR cord-331885-8zmuhebu 126 21 level level NN cord-331885-8zmuhebu 126 22 of of IN cord-331885-8zmuhebu 126 23 economic economic JJ cord-331885-8zmuhebu 126 24 development development NN cord-331885-8zmuhebu 126 25 , , , cord-331885-8zmuhebu 126 26 better well JJR cord-331885-8zmuhebu 126 27 political political JJ cord-331885-8zmuhebu 126 28 systems system NNS cord-331885-8zmuhebu 126 29 , , , cord-331885-8zmuhebu 126 30 and and CC cord-331885-8zmuhebu 126 31 sound sound JJ cord-331885-8zmuhebu 126 32 infrastructure infrastructure NN cord-331885-8zmuhebu 126 33 , , , cord-331885-8zmuhebu 126 34 the the DT cord-331885-8zmuhebu 126 35 overall overall JJ cord-331885-8zmuhebu 126 36 investment investment NN cord-331885-8zmuhebu 126 37 environment environment NN cord-331885-8zmuhebu 126 38 is be VBZ cord-331885-8zmuhebu 126 39 better well JJR cord-331885-8zmuhebu 126 40 , , , cord-331885-8zmuhebu 126 41 and and CC cord-331885-8zmuhebu 126 42 the the DT cord-331885-8zmuhebu 126 43 overall overall JJ cord-331885-8zmuhebu 126 44 investment investment NN cord-331885-8zmuhebu 126 45 risks risk NNS cord-331885-8zmuhebu 126 46 are be VBP cord-331885-8zmuhebu 126 47 also also RB cord-331885-8zmuhebu 126 48 lower low JJR cord-331885-8zmuhebu 126 49 . . . cord-331885-8zmuhebu 127 1 In in IN cord-331885-8zmuhebu 127 2 contrast contrast NN cord-331885-8zmuhebu 127 3 , , , cord-331885-8zmuhebu 127 4 however however RB cord-331885-8zmuhebu 127 5 , , , cord-331885-8zmuhebu 127 6 several several JJ cord-331885-8zmuhebu 127 7 countries country NNS cord-331885-8zmuhebu 127 8 in in IN cord-331885-8zmuhebu 127 9 Latin Latin NNP cord-331885-8zmuhebu 127 10 America America NNP cord-331885-8zmuhebu 127 11 have have VBP cord-331885-8zmuhebu 127 12 different different JJ cord-331885-8zmuhebu 127 13 levels level NNS cord-331885-8zmuhebu 127 14 of of IN cord-331885-8zmuhebu 127 15 investment investment NN cord-331885-8zmuhebu 127 16 risks risk NNS cord-331885-8zmuhebu 127 17 . . . cord-331885-8zmuhebu 128 1 This this DT cord-331885-8zmuhebu 128 2 is be VBZ cord-331885-8zmuhebu 128 3 mainly mainly RB cord-331885-8zmuhebu 128 4 due due JJ cord-331885-8zmuhebu 128 5 to to IN cord-331885-8zmuhebu 128 6 differences difference NNS cord-331885-8zmuhebu 128 7 in in IN cord-331885-8zmuhebu 128 8 the the DT cord-331885-8zmuhebu 128 9 level level NN cord-331885-8zmuhebu 128 10 of of IN cord-331885-8zmuhebu 128 11 economic economic JJ cord-331885-8zmuhebu 128 12 development development NN cord-331885-8zmuhebu 128 13 between between IN cord-331885-8zmuhebu 128 14 countries country NNS cord-331885-8zmuhebu 128 15 , , , cord-331885-8zmuhebu 128 16 as as RB cord-331885-8zmuhebu 128 17 well well RB cord-331885-8zmuhebu 128 18 as as IN cord-331885-8zmuhebu 128 19 the the DT cord-331885-8zmuhebu 128 20 differences difference NNS cord-331885-8zmuhebu 128 21 in in IN cord-331885-8zmuhebu 128 22 the the DT cord-331885-8zmuhebu 128 23 supply supply NN cord-331885-8zmuhebu 128 24 of of IN cord-331885-8zmuhebu 128 25 basic basic JJ cord-331885-8zmuhebu 128 26 resources resource NNS cord-331885-8zmuhebu 128 27 and and CC cord-331885-8zmuhebu 128 28 the the DT cord-331885-8zmuhebu 128 29 rule rule NN cord-331885-8zmuhebu 128 30 of of IN cord-331885-8zmuhebu 128 31 law law NN cord-331885-8zmuhebu 128 32 system system NN cord-331885-8zmuhebu 128 33 . . . cord-331885-8zmuhebu 128 34 _SP cord-331885-8zmuhebu 129 1 During during IN cord-331885-8zmuhebu 129 2 2018 2018 CD cord-331885-8zmuhebu 129 3 - - SYM cord-331885-8zmuhebu 129 4 2019 2019 CD cord-331885-8zmuhebu 129 5 , , , cord-331885-8zmuhebu 129 6 the the DT cord-331885-8zmuhebu 129 7 selected select VBN cord-331885-8zmuhebu 129 8 overseas overseas JJ cord-331885-8zmuhebu 129 9 investment investment NN cord-331885-8zmuhebu 129 10 risk risk NN cord-331885-8zmuhebu 129 11 assessment assessment NN cord-331885-8zmuhebu 129 12 indicators indicator NNS cord-331885-8zmuhebu 129 13 for for IN cord-331885-8zmuhebu 129 14 Asian asian JJ cord-331885-8zmuhebu 129 15 country country NN cord-331885-8zmuhebu 129 16 clusters cluster NNS cord-331885-8zmuhebu 129 17 are be VBP cord-331885-8zmuhebu 129 18 shown show VBN cord-331885-8zmuhebu 129 19 in in IN cord-331885-8zmuhebu 129 20 Fig Fig NNP cord-331885-8zmuhebu 129 21 3A 3a NN cord-331885-8zmuhebu 129 22 and and CC cord-331885-8zmuhebu 129 23 3B 3b NN cord-331885-8zmuhebu 129 24 below below RB cord-331885-8zmuhebu 129 25 . . . cord-331885-8zmuhebu 130 1 Data data NN cord-331885-8zmuhebu 130 2 analysis analysis NN cord-331885-8zmuhebu 130 3 shows show VBZ cord-331885-8zmuhebu 130 4 that that IN cord-331885-8zmuhebu 130 5 Asian asian JJ cord-331885-8zmuhebu 130 6 countries country NNS cord-331885-8zmuhebu 130 7 have have VBP cord-331885-8zmuhebu 130 8 richer rich JJR cord-331885-8zmuhebu 130 9 resources resource NNS cord-331885-8zmuhebu 130 10 and and CC cord-331885-8zmuhebu 130 11 energy energy NN cord-331885-8zmuhebu 130 12 reserves reserve NNS cord-331885-8zmuhebu 130 13 . . . cord-331885-8zmuhebu 131 1 However however RB cord-331885-8zmuhebu 131 2 , , , cord-331885-8zmuhebu 131 3 due due IN cord-331885-8zmuhebu 131 4 to to IN cord-331885-8zmuhebu 131 5 multiple multiple JJ cord-331885-8zmuhebu 131 6 factors factor NNS cord-331885-8zmuhebu 131 7 , , , cord-331885-8zmuhebu 131 8 such such JJ cord-331885-8zmuhebu 131 9 as as IN cord-331885-8zmuhebu 131 10 the the DT cord-331885-8zmuhebu 131 11 development development NN cord-331885-8zmuhebu 131 12 level level NN cord-331885-8zmuhebu 131 13 of of IN cord-331885-8zmuhebu 131 14 industries industry NNS cord-331885-8zmuhebu 131 15 , , , cord-331885-8zmuhebu 131 16 professional professional JJ cord-331885-8zmuhebu 131 17 skills skill NNS cord-331885-8zmuhebu 131 18 , , , cord-331885-8zmuhebu 131 19 and and CC cord-331885-8zmuhebu 131 20 capital capital NN cord-331885-8zmuhebu 131 21 supply supply NN cord-331885-8zmuhebu 131 22 , , , cord-331885-8zmuhebu 131 23 generally generally RB cord-331885-8zmuhebu 131 24 , , , cord-331885-8zmuhebu 131 25 these these DT cord-331885-8zmuhebu 131 26 countries country NNS cord-331885-8zmuhebu 131 27 show show VBP cord-331885-8zmuhebu 131 28 higher high JJR cord-331885-8zmuhebu 131 29 investment investment NN cord-331885-8zmuhebu 131 30 risks risk NNS cord-331885-8zmuhebu 131 31 . . . cord-331885-8zmuhebu 132 1 This this DT cord-331885-8zmuhebu 132 2 is be VBZ cord-331885-8zmuhebu 132 3 inseparable inseparable JJ cord-331885-8zmuhebu 132 4 from from IN cord-331885-8zmuhebu 132 5 a a DT cord-331885-8zmuhebu 132 6 country country NN cord-331885-8zmuhebu 132 7 's 's POS cord-331885-8zmuhebu 132 8 political political JJ cord-331885-8zmuhebu 132 9 development development NN cord-331885-8zmuhebu 132 10 trends trend NNS cord-331885-8zmuhebu 132 11 and and CC cord-331885-8zmuhebu 132 12 geographic geographic JJ cord-331885-8zmuhebu 132 13 location location NN cord-331885-8zmuhebu 132 14 . . . cord-331885-8zmuhebu 133 1 During during IN cord-331885-8zmuhebu 133 2 2018 2018 CD cord-331885-8zmuhebu 133 3 - - SYM cord-331885-8zmuhebu 133 4 2019 2019 CD cord-331885-8zmuhebu 133 5 , , , cord-331885-8zmuhebu 133 6 the the DT cord-331885-8zmuhebu 133 7 selected select VBN cord-331885-8zmuhebu 133 8 overseas overseas JJ cord-331885-8zmuhebu 133 9 investment investment NN cord-331885-8zmuhebu 133 10 risk risk NN cord-331885-8zmuhebu 133 11 assessment assessment NN cord-331885-8zmuhebu 133 12 indicators indicator NNS cord-331885-8zmuhebu 133 13 for for IN cord-331885-8zmuhebu 133 14 African african JJ cord-331885-8zmuhebu 133 15 country country NN cord-331885-8zmuhebu 133 16 clusters cluster NNS cord-331885-8zmuhebu 133 17 are be VBP cord-331885-8zmuhebu 133 18 shown show VBN cord-331885-8zmuhebu 133 19 in in IN cord-331885-8zmuhebu 133 20 Fig Fig NNP cord-331885-8zmuhebu 133 21 4A 4a CD cord-331885-8zmuhebu 133 22 and and CC cord-331885-8zmuhebu 133 23 4B 4b NN cord-331885-8zmuhebu 133 24 below below RB cord-331885-8zmuhebu 133 25 . . . cord-331885-8zmuhebu 134 1 Analyzing analyze VBG cord-331885-8zmuhebu 134 2 the the DT cord-331885-8zmuhebu 134 3 risk risk NN cord-331885-8zmuhebu 134 4 assessment assessment NN cord-331885-8zmuhebu 134 5 indicators indicator NNS cord-331885-8zmuhebu 134 6 of of IN cord-331885-8zmuhebu 134 7 each each DT cord-331885-8zmuhebu 134 8 risk risk NN cord-331885-8zmuhebu 134 9 level level NN cord-331885-8zmuhebu 134 10 shows show VBZ cord-331885-8zmuhebu 134 11 that that IN cord-331885-8zmuhebu 134 12 African african JJ cord-331885-8zmuhebu 134 13 country country NN cord-331885-8zmuhebu 134 14 clusters cluster NNS cord-331885-8zmuhebu 134 15 also also RB cord-331885-8zmuhebu 134 16 have have VBP cord-331885-8zmuhebu 134 17 abundant abundant JJ cord-331885-8zmuhebu 134 18 resources resource NNS cord-331885-8zmuhebu 134 19 and and CC cord-331885-8zmuhebu 134 20 energy energy NN cord-331885-8zmuhebu 134 21 reserves reserve NNS cord-331885-8zmuhebu 134 22 . . . cord-331885-8zmuhebu 135 1 However however RB cord-331885-8zmuhebu 135 2 , , , cord-331885-8zmuhebu 135 3 because because IN cord-331885-8zmuhebu 135 4 the the DT cord-331885-8zmuhebu 135 5 overall overall JJ cord-331885-8zmuhebu 135 6 level level NN cord-331885-8zmuhebu 135 7 of of IN cord-331885-8zmuhebu 135 8 economic economic JJ cord-331885-8zmuhebu 135 9 development development NN cord-331885-8zmuhebu 135 10 is be VBZ cord-331885-8zmuhebu 135 11 poor poor JJ cord-331885-8zmuhebu 135 12 , , , cord-331885-8zmuhebu 135 13 these these DT cord-331885-8zmuhebu 135 14 countries country NNS cord-331885-8zmuhebu 135 15 are be VBP cord-331885-8zmuhebu 135 16 highly highly RB cord-331885-8zmuhebu 135 17 dependent dependent JJ cord-331885-8zmuhebu 135 18 on on IN cord-331885-8zmuhebu 135 19 mineral mineral NN cord-331885-8zmuhebu 135 20 resources resource NNS cord-331885-8zmuhebu 135 21 and and CC cord-331885-8zmuhebu 135 22 energy energy NN cord-331885-8zmuhebu 135 23 exports export NNS cord-331885-8zmuhebu 135 24 . . . cord-331885-8zmuhebu 136 1 In in IN cord-331885-8zmuhebu 136 2 addition addition NN cord-331885-8zmuhebu 136 3 , , , cord-331885-8zmuhebu 136 4 the the DT cord-331885-8zmuhebu 136 5 political political JJ cord-331885-8zmuhebu 136 6 system system NN cord-331885-8zmuhebu 136 7 are be VBP cord-331885-8zmuhebu 136 8 often often RB cord-331885-8zmuhebu 136 9 traditional traditional JJ cord-331885-8zmuhebu 136 10 so so IN cord-331885-8zmuhebu 136 11 that that IN cord-331885-8zmuhebu 136 12 the the DT cord-331885-8zmuhebu 136 13 degree degree NN cord-331885-8zmuhebu 136 14 of of IN cord-331885-8zmuhebu 136 15 implementation implementation NN cord-331885-8zmuhebu 136 16 is be VBZ cord-331885-8zmuhebu 136 17 also also RB cord-331885-8zmuhebu 136 18 poor poor JJ cord-331885-8zmuhebu 136 19 . . . cord-331885-8zmuhebu 137 1 The the DT cord-331885-8zmuhebu 137 2 political political JJ cord-331885-8zmuhebu 137 3 situation situation NN cord-331885-8zmuhebu 137 4 in in IN cord-331885-8zmuhebu 137 5 Africa Africa NNP cord-331885-8zmuhebu 137 6 is be VBZ cord-331885-8zmuhebu 137 7 generally generally RB cord-331885-8zmuhebu 137 8 stable stable JJ cord-331885-8zmuhebu 137 9 but but CC cord-331885-8zmuhebu 137 10 partially partially RB cord-331885-8zmuhebu 137 11 turbulent turbulent JJ cord-331885-8zmuhebu 137 12 , , , cord-331885-8zmuhebu 137 13 leading lead VBG cord-331885-8zmuhebu 137 14 to to IN cord-331885-8zmuhebu 137 15 a a DT cord-331885-8zmuhebu 137 16 higher high JJR cord-331885-8zmuhebu 137 17 level level NN cord-331885-8zmuhebu 137 18 of of IN cord-331885-8zmuhebu 137 19 investment investment NN cord-331885-8zmuhebu 137 20 risk risk NN cord-331885-8zmuhebu 137 21 . . . cord-331885-8zmuhebu 138 1 During during IN cord-331885-8zmuhebu 138 2 2018 2018 CD cord-331885-8zmuhebu 138 3 - - SYM cord-331885-8zmuhebu 138 4 2019 2019 CD cord-331885-8zmuhebu 138 5 , , , cord-331885-8zmuhebu 138 6 the the DT cord-331885-8zmuhebu 138 7 selected select VBN cord-331885-8zmuhebu 138 8 overseas overseas JJ cord-331885-8zmuhebu 138 9 investment investment NN cord-331885-8zmuhebu 138 10 risk risk NN cord-331885-8zmuhebu 138 11 assessment assessment NN cord-331885-8zmuhebu 138 12 indicators indicator NNS cord-331885-8zmuhebu 138 13 for for IN cord-331885-8zmuhebu 138 14 European european JJ cord-331885-8zmuhebu 138 15 and and CC cord-331885-8zmuhebu 138 16 Oceanian oceanian JJ cord-331885-8zmuhebu 138 17 country country NN cord-331885-8zmuhebu 138 18 clusters cluster NNS cord-331885-8zmuhebu 138 19 are be VBP cord-331885-8zmuhebu 138 20 shown show VBN cord-331885-8zmuhebu 138 21 in in IN cord-331885-8zmuhebu 138 22 Fig Fig NNP cord-331885-8zmuhebu 138 23 5A 5a NN cord-331885-8zmuhebu 138 24 and and CC cord-331885-8zmuhebu 138 25 5B 5b NN cord-331885-8zmuhebu 138 26 below below RB cord-331885-8zmuhebu 138 27 . . . cord-331885-8zmuhebu 139 1 Changes change NNS cord-331885-8zmuhebu 139 2 in in IN cord-331885-8zmuhebu 139 3 the the DT cord-331885-8zmuhebu 139 4 risk risk NN cord-331885-8zmuhebu 139 5 indicators indicator NNS cord-331885-8zmuhebu 139 6 show show VBP cord-331885-8zmuhebu 139 7 that that IN cord-331885-8zmuhebu 139 8 the the DT cord-331885-8zmuhebu 139 9 overall overall JJ cord-331885-8zmuhebu 139 10 resource resource NN cord-331885-8zmuhebu 139 11 and and CC cord-331885-8zmuhebu 139 12 energy energy NN cord-331885-8zmuhebu 139 13 reserves reserve NNS cord-331885-8zmuhebu 139 14 of of IN cord-331885-8zmuhebu 139 15 the the DT cord-331885-8zmuhebu 139 16 European european JJ cord-331885-8zmuhebu 139 17 country country NN cord-331885-8zmuhebu 139 18 clusters cluster NNS cord-331885-8zmuhebu 139 19 are be VBP cord-331885-8zmuhebu 139 20 general general JJ cord-331885-8zmuhebu 139 21 ; ; : cord-331885-8zmuhebu 139 22 however however RB cord-331885-8zmuhebu 139 23 , , , cord-331885-8zmuhebu 139 24 the the DT cord-331885-8zmuhebu 139 25 basic basic JJ cord-331885-8zmuhebu 139 26 resources resource NNS cord-331885-8zmuhebu 139 27 , , , cord-331885-8zmuhebu 139 28 such such JJ cord-331885-8zmuhebu 139 29 as as IN cord-331885-8zmuhebu 139 30 infrastructure infrastructure NN cord-331885-8zmuhebu 139 31 , , , cord-331885-8zmuhebu 139 32 are be VBP cord-331885-8zmuhebu 139 33 sound sound JJ cord-331885-8zmuhebu 139 34 and and CC cord-331885-8zmuhebu 139 35 complete complete JJ cord-331885-8zmuhebu 139 36 . . . cord-331885-8zmuhebu 140 1 The the DT cord-331885-8zmuhebu 140 2 overall overall JJ cord-331885-8zmuhebu 140 3 macroeconomic macroeconomic JJ cord-331885-8zmuhebu 140 4 development development NN cord-331885-8zmuhebu 140 5 level level NN cord-331885-8zmuhebu 140 6 is be VBZ cord-331885-8zmuhebu 140 7 lower low JJR cord-331885-8zmuhebu 140 8 . . . cord-331885-8zmuhebu 141 1 The the DT cord-331885-8zmuhebu 141 2 overall overall JJ cord-331885-8zmuhebu 141 3 risks risk NNS cord-331885-8zmuhebu 141 4 at at IN cord-331885-8zmuhebu 141 5 all all DT cord-331885-8zmuhebu 141 6 levels level NNS cord-331885-8zmuhebu 141 7 are be VBP cord-331885-8zmuhebu 141 8 lower low JJR cord-331885-8zmuhebu 141 9 in in IN cord-331885-8zmuhebu 141 10 several several JJ cord-331885-8zmuhebu 141 11 cities city NNS cord-331885-8zmuhebu 141 12 . . . cord-331885-8zmuhebu 142 1 Australia Australia NNP cord-331885-8zmuhebu 142 2 , , , cord-331885-8zmuhebu 142 3 a a DT cord-331885-8zmuhebu 142 4 representative representative JJ cord-331885-8zmuhebu 142 5 country country NN cord-331885-8zmuhebu 142 6 of of IN cord-331885-8zmuhebu 142 7 Oceania Oceania NNP cord-331885-8zmuhebu 142 8 , , , cord-331885-8zmuhebu 142 9 has have VBZ cord-331885-8zmuhebu 142 10 abundant abundant JJ cord-331885-8zmuhebu 142 11 minerals mineral NNS cord-331885-8zmuhebu 142 12 , , , cord-331885-8zmuhebu 142 13 coal coal NN cord-331885-8zmuhebu 142 14 , , , cord-331885-8zmuhebu 142 15 and and CC cord-331885-8zmuhebu 142 16 other other JJ cord-331885-8zmuhebu 142 17 natural natural JJ cord-331885-8zmuhebu 142 18 resources resource NNS cord-331885-8zmuhebu 142 19 , , , cord-331885-8zmuhebu 142 20 with with IN cord-331885-8zmuhebu 142 21 independent independent JJ cord-331885-8zmuhebu 142 22 legislation legislation NN cord-331885-8zmuhebu 142 23 among among IN cord-331885-8zmuhebu 142 24 states state NNS cord-331885-8zmuhebu 142 25 , , , cord-331885-8zmuhebu 142 26 stable stable JJ cord-331885-8zmuhebu 142 27 political political JJ cord-331885-8zmuhebu 142 28 trends trend NNS cord-331885-8zmuhebu 142 29 , , , cord-331885-8zmuhebu 142 30 and and CC cord-331885-8zmuhebu 142 31 sound sound JJ cord-331885-8zmuhebu 142 32 infrastructure infrastructure NN cord-331885-8zmuhebu 142 33 ; ; : cord-331885-8zmuhebu 142 34 therefore therefore RB cord-331885-8zmuhebu 142 35 , , , cord-331885-8zmuhebu 142 36 the the DT cord-331885-8zmuhebu 142 37 overall overall JJ cord-331885-8zmuhebu 142 38 investment investment NN cord-331885-8zmuhebu 142 39 environment environment NN cord-331885-8zmuhebu 142 40 is be VBZ cord-331885-8zmuhebu 142 41 good good JJ cord-331885-8zmuhebu 142 42 . . . cord-331885-8zmuhebu 143 1 The the DT cord-331885-8zmuhebu 143 2 above above JJ cord-331885-8zmuhebu 143 3 analysis analysis NN cord-331885-8zmuhebu 143 4 suggests suggest VBZ cord-331885-8zmuhebu 143 5 that that IN cord-331885-8zmuhebu 143 6 a a DT cord-331885-8zmuhebu 143 7 country country NN cord-331885-8zmuhebu 143 8 's 's POS cord-331885-8zmuhebu 143 9 infrastructure infrastructure NN cord-331885-8zmuhebu 143 10 , , , cord-331885-8zmuhebu 143 11 health health NN cord-331885-8zmuhebu 143 12 care care NN cord-331885-8zmuhebu 143 13 conditions condition NNS cord-331885-8zmuhebu 143 14 , , , cord-331885-8zmuhebu 143 15 economic economic JJ cord-331885-8zmuhebu 143 16 development development NN cord-331885-8zmuhebu 143 17 level level NN cord-331885-8zmuhebu 143 18 , , , cord-331885-8zmuhebu 143 19 environmental environmental JJ cord-331885-8zmuhebu 143 20 protection protection NN cord-331885-8zmuhebu 143 21 conditions condition NNS cord-331885-8zmuhebu 143 22 , , , cord-331885-8zmuhebu 143 23 and and CC cord-331885-8zmuhebu 143 24 political political JJ cord-331885-8zmuhebu 143 25 system system NN cord-331885-8zmuhebu 143 26 are be VBP cord-331885-8zmuhebu 143 27 the the DT cord-331885-8zmuhebu 143 28 key key JJ cord-331885-8zmuhebu 143 29 components component NNS cord-331885-8zmuhebu 143 30 that that WDT cord-331885-8zmuhebu 143 31 affect affect VBP cord-331885-8zmuhebu 143 32 its -PRON- PRP$ cord-331885-8zmuhebu 143 33 risks risk NNS cord-331885-8zmuhebu 143 34 of of IN cord-331885-8zmuhebu 143 35 enterprise enterprise NN cord-331885-8zmuhebu 143 36 overseas overseas JJ cord-331885-8zmuhebu 143 37 investment investment NN cord-331885-8zmuhebu 143 38 [ [ -LRB- cord-331885-8zmuhebu 143 39 29 29 CD cord-331885-8zmuhebu 143 40 , , , cord-331885-8zmuhebu 143 41 30 30 CD cord-331885-8zmuhebu 143 42 ] ] -RRB- cord-331885-8zmuhebu 143 43 . . . cord-331885-8zmuhebu 144 1 In in IN cord-331885-8zmuhebu 144 2 contrast contrast NN cord-331885-8zmuhebu 144 3 , , , cord-331885-8zmuhebu 144 4 North north JJ cord-331885-8zmuhebu 144 5 American american JJ cord-331885-8zmuhebu 144 6 countries country NNS cord-331885-8zmuhebu 144 7 are be VBP cord-331885-8zmuhebu 144 8 more more RBR cord-331885-8zmuhebu 144 9 favorable favorable JJ cord-331885-8zmuhebu 144 10 target target NN cord-331885-8zmuhebu 144 11 countries country NNS cord-331885-8zmuhebu 144 12 for for IN cord-331885-8zmuhebu 144 13 overseas overseas JJ cord-331885-8zmuhebu 144 14 investment investment NN cord-331885-8zmuhebu 144 15 , , , cord-331885-8zmuhebu 144 16 which which WDT cord-331885-8zmuhebu 144 17 are be VBP cord-331885-8zmuhebu 144 18 inseparable inseparable JJ cord-331885-8zmuhebu 144 19 from from IN cord-331885-8zmuhebu 144 20 their -PRON- PRP$ cord-331885-8zmuhebu 144 21 resources resource NNS cord-331885-8zmuhebu 144 22 and and CC cord-331885-8zmuhebu 144 23 energy energy NN cord-331885-8zmuhebu 144 24 , , , cord-331885-8zmuhebu 144 25 health health NN cord-331885-8zmuhebu 144 26 care care NN cord-331885-8zmuhebu 144 27 conditions condition NNS cord-331885-8zmuhebu 144 28 , , , cord-331885-8zmuhebu 144 29 economic economic JJ cord-331885-8zmuhebu 144 30 development development NN cord-331885-8zmuhebu 144 31 , , , cord-331885-8zmuhebu 144 32 and and CC cord-331885-8zmuhebu 144 33 political political JJ cord-331885-8zmuhebu 144 34 systems system NNS cord-331885-8zmuhebu 144 35 . . . cord-331885-8zmuhebu 145 1 Among among IN cord-331885-8zmuhebu 145 2 the the DT cord-331885-8zmuhebu 145 3 investment investment NN cord-331885-8zmuhebu 145 4 risks risk NNS cord-331885-8zmuhebu 145 5 , , , cord-331885-8zmuhebu 145 6 the the DT cord-331885-8zmuhebu 145 7 biggest big JJS cord-331885-8zmuhebu 145 8 disadvantage disadvantage NN cord-331885-8zmuhebu 145 9 of of IN cord-331885-8zmuhebu 145 10 the the DT cord-331885-8zmuhebu 145 11 North north JJ cord-331885-8zmuhebu 145 12 American american JJ cord-331885-8zmuhebu 145 13 clusters cluster NNS cord-331885-8zmuhebu 145 14 is be VBZ cord-331885-8zmuhebu 145 15 that that IN cord-331885-8zmuhebu 145 16 if if IN cord-331885-8zmuhebu 145 17 the the DT cord-331885-8zmuhebu 145 18 investment investment NN cord-331885-8zmuhebu 145 19 is be VBZ cord-331885-8zmuhebu 145 20 associated associate VBN cord-331885-8zmuhebu 145 21 with with IN cord-331885-8zmuhebu 145 22 mining mining NN cord-331885-8zmuhebu 145 23 , , , cord-331885-8zmuhebu 145 24 due due IN cord-331885-8zmuhebu 145 25 to to IN cord-331885-8zmuhebu 145 26 the the DT cord-331885-8zmuhebu 145 27 high high JJ cord-331885-8zmuhebu 145 28 requirements requirement NNS cord-331885-8zmuhebu 145 29 for for IN cord-331885-8zmuhebu 145 30 environmental environmental JJ cord-331885-8zmuhebu 145 31 protection protection NN cord-331885-8zmuhebu 145 32 , , , cord-331885-8zmuhebu 145 33 the the DT cord-331885-8zmuhebu 145 34 labor labor NN cord-331885-8zmuhebu 145 35 factors factor NNS cord-331885-8zmuhebu 145 36 and and CC cord-331885-8zmuhebu 145 37 other other JJ cord-331885-8zmuhebu 145 38 issues issue NNS cord-331885-8zmuhebu 145 39 must must MD cord-331885-8zmuhebu 145 40 be be VB cord-331885-8zmuhebu 145 41 considered consider VBN cord-331885-8zmuhebu 145 42 . . . cord-331885-8zmuhebu 146 1 Meanwhile meanwhile RB cord-331885-8zmuhebu 146 2 , , , cord-331885-8zmuhebu 146 3 in in IN cord-331885-8zmuhebu 146 4 Latin latin JJ cord-331885-8zmuhebu 146 5 American american JJ cord-331885-8zmuhebu 146 6 clusters cluster NNS cord-331885-8zmuhebu 146 7 , , , cord-331885-8zmuhebu 146 8 the the DT cord-331885-8zmuhebu 146 9 main main JJ cord-331885-8zmuhebu 146 10 problems problem NNS cord-331885-8zmuhebu 146 11 are be VBP cord-331885-8zmuhebu 146 12 the the DT cord-331885-8zmuhebu 146 13 level level NN cord-331885-8zmuhebu 146 14 of of IN cord-331885-8zmuhebu 146 15 economic economic JJ cord-331885-8zmuhebu 146 16 development development NN cord-331885-8zmuhebu 146 17 and and CC cord-331885-8zmuhebu 146 18 the the DT cord-331885-8zmuhebu 146 19 imperfections imperfection NNS cord-331885-8zmuhebu 146 20 of of IN cord-331885-8zmuhebu 146 21 infrastructure infrastructure NN cord-331885-8zmuhebu 146 22 and and CC cord-331885-8zmuhebu 146 23 legal legal JJ cord-331885-8zmuhebu 146 24 construction construction NN cord-331885-8zmuhebu 146 25 . . . cord-331885-8zmuhebu 147 1 In in IN cord-331885-8zmuhebu 147 2 the the DT cord-331885-8zmuhebu 147 3 meantime meantime NN cord-331885-8zmuhebu 147 4 , , , cord-331885-8zmuhebu 147 5 considering consider VBG cord-331885-8zmuhebu 147 6 the the DT cord-331885-8zmuhebu 147 7 actual actual JJ cord-331885-8zmuhebu 147 8 situation situation NN cord-331885-8zmuhebu 147 9 during during IN cord-331885-8zmuhebu 147 10 the the DT cord-331885-8zmuhebu 147 11 current current JJ cord-331885-8zmuhebu 147 12 COVID-19 COVID-19 NNP cord-331885-8zmuhebu 147 13 ( ( -LRB- cord-331885-8zmuhebu 147 14 Corona Corona NNP cord-331885-8zmuhebu 147 15 Virus Virus NNP cord-331885-8zmuhebu 147 16 Disease Disease NNP cord-331885-8zmuhebu 147 17 2019 2019 CD cord-331885-8zmuhebu 147 18 ) ) -RRB- cord-331885-8zmuhebu 147 19 pandemic pandemic NN cord-331885-8zmuhebu 147 20 , , , cord-331885-8zmuhebu 147 21 the the DT cord-331885-8zmuhebu 147 22 situations situation NNS cord-331885-8zmuhebu 147 23 in in IN cord-331885-8zmuhebu 147 24 the the DT cord-331885-8zmuhebu 147 25 United United NNP cord-331885-8zmuhebu 147 26 States States NNP cord-331885-8zmuhebu 147 27 and and CC cord-331885-8zmuhebu 147 28 other other JJ cord-331885-8zmuhebu 147 29 countries country NNS cord-331885-8zmuhebu 147 30 are be VBP cord-331885-8zmuhebu 147 31 severe severe JJ cord-331885-8zmuhebu 147 32 , , , cord-331885-8zmuhebu 147 33 which which WDT cord-331885-8zmuhebu 147 34 also also RB cord-331885-8zmuhebu 147 35 needs need VBZ cord-331885-8zmuhebu 147 36 to to TO cord-331885-8zmuhebu 147 37 be be VB cord-331885-8zmuhebu 147 38 noted note VBN cord-331885-8zmuhebu 147 39 in in IN cord-331885-8zmuhebu 147 40 investment investment NN cord-331885-8zmuhebu 147 41 . . . cord-331885-8zmuhebu 148 1 Asian asian JJ cord-331885-8zmuhebu 148 2 countries country NNS cord-331885-8zmuhebu 148 3 have have VBP cord-331885-8zmuhebu 148 4 abundant abundant JJ cord-331885-8zmuhebu 148 5 resources resource NNS cord-331885-8zmuhebu 148 6 and and CC cord-331885-8zmuhebu 148 7 energy energy NN cord-331885-8zmuhebu 148 8 reserves reserve NNS cord-331885-8zmuhebu 148 9 ; ; : cord-331885-8zmuhebu 148 10 besides besides RB cord-331885-8zmuhebu 148 11 , , , cord-331885-8zmuhebu 148 12 the the DT cord-331885-8zmuhebu 148 13 overall overall JJ cord-331885-8zmuhebu 148 14 political political JJ cord-331885-8zmuhebu 148 15 development development NN cord-331885-8zmuhebu 148 16 situation situation NN cord-331885-8zmuhebu 148 17 is be VBZ cord-331885-8zmuhebu 148 18 stable stable JJ cord-331885-8zmuhebu 148 19 [ [ -LRB- cord-331885-8zmuhebu 148 20 31 31 CD cord-331885-8zmuhebu 148 21 ] ] -RRB- cord-331885-8zmuhebu 148 22 . . . cord-331885-8zmuhebu 149 1 However however RB cord-331885-8zmuhebu 149 2 , , , cord-331885-8zmuhebu 149 3 the the DT cord-331885-8zmuhebu 149 4 policies policy NNS cord-331885-8zmuhebu 149 5 for for IN cord-331885-8zmuhebu 149 6 investment investment NN cord-331885-8zmuhebu 149 7 are be VBP cord-331885-8zmuhebu 149 8 not not RB cord-331885-8zmuhebu 149 9 perfect perfect JJ cord-331885-8zmuhebu 149 10 and and CC cord-331885-8zmuhebu 149 11 stable stable JJ cord-331885-8zmuhebu 149 12 enough enough RB cord-331885-8zmuhebu 149 13 . . . cord-331885-8zmuhebu 150 1 Changes change NNS cord-331885-8zmuhebu 150 2 in in IN cord-331885-8zmuhebu 150 3 leadership leadership NN cord-331885-8zmuhebu 150 4 will will MD cord-331885-8zmuhebu 150 5 trigger trigger VB cord-331885-8zmuhebu 150 6 adjustments adjustment NNS cord-331885-8zmuhebu 150 7 and and CC cord-331885-8zmuhebu 150 8 changes change NNS cord-331885-8zmuhebu 150 9 in in IN cord-331885-8zmuhebu 150 10 policies policy NNS cord-331885-8zmuhebu 150 11 ; ; : cord-331885-8zmuhebu 150 12 therefore therefore RB cord-331885-8zmuhebu 150 13 , , , cord-331885-8zmuhebu 150 14 problems problem NNS cord-331885-8zmuhebu 150 15 in in IN cord-331885-8zmuhebu 150 16 the the DT cord-331885-8zmuhebu 150 17 efficiency efficiency NN cord-331885-8zmuhebu 150 18 and and CC cord-331885-8zmuhebu 150 19 concepts concept NNS cord-331885-8zmuhebu 150 20 of of IN cord-331885-8zmuhebu 150 21 the the DT cord-331885-8zmuhebu 150 22 government government NN cord-331885-8zmuhebu 150 23 have have VBP cord-331885-8zmuhebu 150 24 led lead VBN cord-331885-8zmuhebu 150 25 to to IN cord-331885-8zmuhebu 150 26 an an DT cord-331885-8zmuhebu 150 27 increase increase NN cord-331885-8zmuhebu 150 28 in in IN cord-331885-8zmuhebu 150 29 investment investment NN cord-331885-8zmuhebu 150 30 risks risk NNS cord-331885-8zmuhebu 150 31 . . . cord-331885-8zmuhebu 151 1 In in IN cord-331885-8zmuhebu 151 2 the the DT cord-331885-8zmuhebu 151 3 meantime meantime NN cord-331885-8zmuhebu 151 4 , , , cord-331885-8zmuhebu 151 5 the the DT cord-331885-8zmuhebu 151 6 presentation presentation NN cord-331885-8zmuhebu 151 7 of of IN cord-331885-8zmuhebu 151 8 the the DT cord-331885-8zmuhebu 151 9 final final JJ cord-331885-8zmuhebu 151 10 result result NN cord-331885-8zmuhebu 151 11 of of IN cord-331885-8zmuhebu 151 12 investment investment NN cord-331885-8zmuhebu 151 13 risks risk NNS cord-331885-8zmuhebu 151 14 is be VBZ cord-331885-8zmuhebu 151 15 inseparable inseparable JJ cord-331885-8zmuhebu 151 16 from from IN cord-331885-8zmuhebu 151 17 a a DT cord-331885-8zmuhebu 151 18 country country NN cord-331885-8zmuhebu 151 19 's 's POS cord-331885-8zmuhebu 151 20 geographic geographic JJ cord-331885-8zmuhebu 151 21 location location NN cord-331885-8zmuhebu 151 22 . . . cord-331885-8zmuhebu 152 1 In in IN cord-331885-8zmuhebu 152 2 terms term NNS cord-331885-8zmuhebu 152 3 of of IN cord-331885-8zmuhebu 152 4 development development NN cord-331885-8zmuhebu 152 5 stage stage NN cord-331885-8zmuhebu 152 6 , , , cord-331885-8zmuhebu 152 7 Africa Africa NNP cord-331885-8zmuhebu 152 8 is be VBZ cord-331885-8zmuhebu 152 9 still still RB cord-331885-8zmuhebu 152 10 in in IN cord-331885-8zmuhebu 152 11 the the DT cord-331885-8zmuhebu 152 12 initial initial JJ cord-331885-8zmuhebu 152 13 period period NN cord-331885-8zmuhebu 152 14 of of IN cord-331885-8zmuhebu 152 15 industrialization industrialization NN cord-331885-8zmuhebu 152 16 . . . cord-331885-8zmuhebu 153 1 Although although IN cord-331885-8zmuhebu 153 2 the the DT cord-331885-8zmuhebu 153 3 momentum momentum NN cord-331885-8zmuhebu 153 4 of of IN cord-331885-8zmuhebu 153 5 development development NN cord-331885-8zmuhebu 153 6 in in IN cord-331885-8zmuhebu 153 7 recent recent JJ cord-331885-8zmuhebu 153 8 years year NNS cord-331885-8zmuhebu 153 9 has have VBZ cord-331885-8zmuhebu 153 10 become become VBN cord-331885-8zmuhebu 153 11 stronger strong JJR cord-331885-8zmuhebu 153 12 , , , cord-331885-8zmuhebu 153 13 the the DT cord-331885-8zmuhebu 153 14 overall overall JJ cord-331885-8zmuhebu 153 15 facilities facility NNS cord-331885-8zmuhebu 153 16 and and CC cord-331885-8zmuhebu 153 17 systems system NNS cord-331885-8zmuhebu 153 18 need need VBP cord-331885-8zmuhebu 153 19 to to TO cord-331885-8zmuhebu 153 20 be be VB cord-331885-8zmuhebu 153 21 improved improve VBN cord-331885-8zmuhebu 153 22 . . . cord-331885-8zmuhebu 154 1 In in IN cord-331885-8zmuhebu 154 2 addition addition NN cord-331885-8zmuhebu 154 3 , , , cord-331885-8zmuhebu 154 4 the the DT cord-331885-8zmuhebu 154 5 health health NN cord-331885-8zmuhebu 154 6 care care NN cord-331885-8zmuhebu 154 7 conditions condition NNS cord-331885-8zmuhebu 154 8 in in IN cord-331885-8zmuhebu 154 9 Africa Africa NNP cord-331885-8zmuhebu 154 10 are be VBP cord-331885-8zmuhebu 154 11 backward backward JJ cord-331885-8zmuhebu 154 12 . . . cord-331885-8zmuhebu 155 1 Natural natural JJ cord-331885-8zmuhebu 155 2 disasters disaster NNS cord-331885-8zmuhebu 155 3 and and CC cord-331885-8zmuhebu 155 4 infectious infectious JJ cord-331885-8zmuhebu 155 5 diseases disease NNS cord-331885-8zmuhebu 155 6 occur occur VBP cord-331885-8zmuhebu 155 7 frequently frequently RB cord-331885-8zmuhebu 155 8 . . . cord-331885-8zmuhebu 156 1 This this DT cord-331885-8zmuhebu 156 2 is be VBZ cord-331885-8zmuhebu 156 3 a a DT cord-331885-8zmuhebu 156 4 concrete concrete JJ cord-331885-8zmuhebu 156 5 manifestation manifestation NN cord-331885-8zmuhebu 156 6 of of IN cord-331885-8zmuhebu 156 7 the the DT cord-331885-8zmuhebu 156 8 risks risk NNS cord-331885-8zmuhebu 156 9 of of IN cord-331885-8zmuhebu 156 10 African african JJ cord-331885-8zmuhebu 156 11 country country NN cord-331885-8zmuhebu 156 12 clusters cluster NNS cord-331885-8zmuhebu 156 13 in in IN cord-331885-8zmuhebu 156 14 overseas overseas JJ cord-331885-8zmuhebu 156 15 investment investment NN cord-331885-8zmuhebu 156 16 , , , cord-331885-8zmuhebu 156 17 which which WDT cord-331885-8zmuhebu 156 18 is be VBZ cord-331885-8zmuhebu 156 19 also also RB cord-331885-8zmuhebu 156 20 an an DT cord-331885-8zmuhebu 156 21 aspect aspect NN cord-331885-8zmuhebu 156 22 that that WDT cord-331885-8zmuhebu 156 23 needs need VBZ cord-331885-8zmuhebu 156 24 attention attention NN cord-331885-8zmuhebu 156 25 . . . cord-331885-8zmuhebu 157 1 The the DT cord-331885-8zmuhebu 157 2 enterprise enterprise NN cord-331885-8zmuhebu 157 3 overseas overseas JJ cord-331885-8zmuhebu 157 4 investment investment NN cord-331885-8zmuhebu 157 5 risks risk NNS cord-331885-8zmuhebu 157 6 of of IN cord-331885-8zmuhebu 157 7 European european JJ cord-331885-8zmuhebu 157 8 and and CC cord-331885-8zmuhebu 157 9 Oceanian oceanian JJ cord-331885-8zmuhebu 157 10 clusters cluster NNS cord-331885-8zmuhebu 157 11 also also RB cord-331885-8zmuhebu 157 12 illustrate illustrate VBP cord-331885-8zmuhebu 157 13 the the DT cord-331885-8zmuhebu 157 14 important important JJ cord-331885-8zmuhebu 157 15 role role NN cord-331885-8zmuhebu 157 16 of of IN cord-331885-8zmuhebu 157 17 several several JJ cord-331885-8zmuhebu 157 18 risk risk NN cord-331885-8zmuhebu 157 19 factors factor NNS cord-331885-8zmuhebu 157 20 in in IN cord-331885-8zmuhebu 157 21 investment investment NN cord-331885-8zmuhebu 157 22 . . . cord-331885-8zmuhebu 157 23 _SP cord-331885-8zmuhebu 158 1 A a DT cord-331885-8zmuhebu 158 2 total total NN cord-331885-8zmuhebu 158 3 of of IN cord-331885-8zmuhebu 158 4 15 15 CD cord-331885-8zmuhebu 158 5 country country NN cord-331885-8zmuhebu 158 6 clusters cluster NNS cord-331885-8zmuhebu 158 7 with with IN cord-331885-8zmuhebu 158 8 different different JJ cord-331885-8zmuhebu 158 9 geographical geographical JJ cord-331885-8zmuhebu 158 10 locations location NNS cord-331885-8zmuhebu 158 11 are be VBP cord-331885-8zmuhebu 158 12 chosen choose VBN cord-331885-8zmuhebu 158 13 as as IN cord-331885-8zmuhebu 158 14 the the DT cord-331885-8zmuhebu 158 15 research research NN cord-331885-8zmuhebu 158 16 objects object NNS cord-331885-8zmuhebu 158 17 . . . cord-331885-8zmuhebu 159 1 Based base VBN cord-331885-8zmuhebu 159 2 on on IN cord-331885-8zmuhebu 159 3 risk risk NN cord-331885-8zmuhebu 159 4 factor factor NN cord-331885-8zmuhebu 159 5 analysis analysis NN cord-331885-8zmuhebu 159 6 , , , cord-331885-8zmuhebu 159 7 the the DT cord-331885-8zmuhebu 159 8 DNN dnn NN cord-331885-8zmuhebu 159 9 - - HYPH cord-331885-8zmuhebu 159 10 based base VBN cord-331885-8zmuhebu 159 11 enterprise enterprise NN cord-331885-8zmuhebu 159 12 overseas overseas JJ cord-331885-8zmuhebu 159 13 investment investment NN cord-331885-8zmuhebu 159 14 risk risk NN cord-331885-8zmuhebu 159 15 assessment assessment NN cord-331885-8zmuhebu 159 16 model model NN cord-331885-8zmuhebu 159 17 is be VBZ cord-331885-8zmuhebu 159 18 tested test VBN cord-331885-8zmuhebu 159 19 . . . cord-331885-8zmuhebu 160 1 The the DT cord-331885-8zmuhebu 160 2 results result NNS cord-331885-8zmuhebu 160 3 suggest suggest VBP cord-331885-8zmuhebu 160 4 that that IN cord-331885-8zmuhebu 160 5 the the DT cord-331885-8zmuhebu 160 6 investment investment NN cord-331885-8zmuhebu 160 7 risk risk NN cord-331885-8zmuhebu 160 8 indicators indicator NNS cord-331885-8zmuhebu 160 9 can can MD cord-331885-8zmuhebu 160 10 clearly clearly RB cord-331885-8zmuhebu 160 11 show show VB cord-331885-8zmuhebu 160 12 the the DT cord-331885-8zmuhebu 160 13 level level NN cord-331885-8zmuhebu 160 14 of of IN cord-331885-8zmuhebu 160 15 investment investment NN cord-331885-8zmuhebu 160 16 risks risk NNS cord-331885-8zmuhebu 160 17 . . . cord-331885-8zmuhebu 161 1 The the DT cord-331885-8zmuhebu 161 2 investment investment NN cord-331885-8zmuhebu 161 3 risk risk NN cord-331885-8zmuhebu 161 4 level level NN cord-331885-8zmuhebu 161 5 of of IN cord-331885-8zmuhebu 161 6 each each DT cord-331885-8zmuhebu 161 7 country country NN cord-331885-8zmuhebu 161 8 is be VBZ cord-331885-8zmuhebu 161 9 comprehensively comprehensively RB cord-331885-8zmuhebu 161 10 affected affect VBN cord-331885-8zmuhebu 161 11 by by IN cord-331885-8zmuhebu 161 12 basic basic JJ cord-331885-8zmuhebu 161 13 resources resource NNS cord-331885-8zmuhebu 161 14 and and CC cord-331885-8zmuhebu 161 15 energy energy NN cord-331885-8zmuhebu 161 16 , , , cord-331885-8zmuhebu 161 17 political political JJ cord-331885-8zmuhebu 161 18 systems system NNS cord-331885-8zmuhebu 161 19 , , , cord-331885-8zmuhebu 161 20 and and CC cord-331885-8zmuhebu 161 21 economic economic JJ cord-331885-8zmuhebu 161 22 and and CC cord-331885-8zmuhebu 161 23 financial financial JJ cord-331885-8zmuhebu 161 24 development development NN cord-331885-8zmuhebu 161 25 levels level NNS cord-331885-8zmuhebu 161 26 . . . cord-331885-8zmuhebu 162 1 The the DT cord-331885-8zmuhebu 162 2 above above JJ cord-331885-8zmuhebu 162 3 results result NNS cord-331885-8zmuhebu 162 4 have have VBP cord-331885-8zmuhebu 162 5 provided provide VBN cord-331885-8zmuhebu 162 6 basic basic JJ cord-331885-8zmuhebu 162 7 data data NN cord-331885-8zmuhebu 162 8 support support NN cord-331885-8zmuhebu 162 9 for for IN cord-331885-8zmuhebu 162 10 the the DT cord-331885-8zmuhebu 162 11 risk risk NN cord-331885-8zmuhebu 162 12 assessment assessment NN cord-331885-8zmuhebu 162 13 of of IN cord-331885-8zmuhebu 162 14 enterprises enterprise NNS cord-331885-8zmuhebu 162 15 overseas overseas JJ cord-331885-8zmuhebu 162 16 investment investment NN cord-331885-8zmuhebu 162 17 . . . cord-331885-8zmuhebu 163 1 However however RB cord-331885-8zmuhebu 163 2 , , , cord-331885-8zmuhebu 163 3 the the DT cord-331885-8zmuhebu 163 4 assessment assessment NN cord-331885-8zmuhebu 163 5 of of IN cord-331885-8zmuhebu 163 6 enterprise enterprise NN cord-331885-8zmuhebu 163 7 investment investment NN cord-331885-8zmuhebu 163 8 risks risk NNS cord-331885-8zmuhebu 163 9 is be VBZ cord-331885-8zmuhebu 163 10 still still RB cord-331885-8zmuhebu 163 11 in in IN cord-331885-8zmuhebu 163 12 the the DT cord-331885-8zmuhebu 163 13 exploratory exploratory JJ cord-331885-8zmuhebu 163 14 stage stage NN cord-331885-8zmuhebu 163 15 . . . cord-331885-8zmuhebu 164 1 Affected affect VBN cord-331885-8zmuhebu 164 2 by by IN cord-331885-8zmuhebu 164 3 multiple multiple JJ cord-331885-8zmuhebu 164 4 objective objective JJ cord-331885-8zmuhebu 164 5 factors factor NNS cord-331885-8zmuhebu 164 6 , , , cord-331885-8zmuhebu 164 7 the the DT cord-331885-8zmuhebu 164 8 sample sample NN cord-331885-8zmuhebu 164 9 data datum NNS cord-331885-8zmuhebu 164 10 only only RB cord-331885-8zmuhebu 164 11 include include VBP cord-331885-8zmuhebu 164 12 the the DT cord-331885-8zmuhebu 164 13 risk risk NN cord-331885-8zmuhebu 164 14 indicators indicator NNS cord-331885-8zmuhebu 164 15 during during IN cord-331885-8zmuhebu 164 16 2018 2018 CD cord-331885-8zmuhebu 164 17 - - SYM cord-331885-8zmuhebu 164 18 2019 2019 CD cord-331885-8zmuhebu 164 19 . . . cord-331885-8zmuhebu 165 1 As as IN cord-331885-8zmuhebu 165 2 the the DT cord-331885-8zmuhebu 165 3 research research NN cord-331885-8zmuhebu 165 4 continues continue VBZ cord-331885-8zmuhebu 165 5 to to TO cord-331885-8zmuhebu 165 6 be be VB cord-331885-8zmuhebu 165 7 expanded expand VBN cord-331885-8zmuhebu 165 8 , , , cord-331885-8zmuhebu 165 9 the the DT cord-331885-8zmuhebu 165 10 sample sample NN cord-331885-8zmuhebu 165 11 data datum NNS cord-331885-8zmuhebu 165 12 will will MD cord-331885-8zmuhebu 165 13 be be VB cord-331885-8zmuhebu 165 14 increased increase VBN cord-331885-8zmuhebu 165 15 in in IN cord-331885-8zmuhebu 165 16 the the DT cord-331885-8zmuhebu 165 17 future future NN cord-331885-8zmuhebu 165 18 to to TO cord-331885-8zmuhebu 165 19 obtain obtain VB cord-331885-8zmuhebu 165 20 more more RBR cord-331885-8zmuhebu 165 21 valuable valuable JJ cord-331885-8zmuhebu 165 22 results result NNS cord-331885-8zmuhebu 165 23 . . . cord-331885-8zmuhebu 166 1 Supporting support VBG cord-331885-8zmuhebu 166 2 information information NN cord-331885-8zmuhebu 166 3 S1 S1 NNP cord-331885-8zmuhebu 166 4 Data Data NNP cord-331885-8zmuhebu 166 5 . . . cord-331885-8zmuhebu 167 1 ( ( -LRB- cord-331885-8zmuhebu 167 2 RAR RAR NNP cord-331885-8zmuhebu 167 3 ) ) -RRB- cord-331885-8zmuhebu 168 1 Investment investment NN cord-331885-8zmuhebu 168 2 opportunity opportunity NN cord-331885-8zmuhebu 168 3 in in IN cord-331885-8zmuhebu 168 4 China China NNP cord-331885-8zmuhebu 168 5 's 's POS cord-331885-8zmuhebu 168 6 overseas overseas JJ cord-331885-8zmuhebu 168 7 oil oil NN cord-331885-8zmuhebu 168 8 project project NN cord-331885-8zmuhebu 168 9 : : : cord-331885-8zmuhebu 168 10 An an DT cord-331885-8zmuhebu 168 11 empirical empirical JJ cord-331885-8zmuhebu 168 12 analysis analysis NN cord-331885-8zmuhebu 168 13 based base VBN cord-331885-8zmuhebu 168 14 on on IN cord-331885-8zmuhebu 168 15 real real JJ cord-331885-8zmuhebu 168 16 option option NN cord-331885-8zmuhebu 168 17 approach approach NN cord-331885-8zmuhebu 168 18 Tenure Tenure NNP cord-331885-8zmuhebu 168 19 risk risk NN cord-331885-8zmuhebu 168 20 in in IN cord-331885-8zmuhebu 168 21 the the DT cord-331885-8zmuhebu 168 22 African african JJ cord-331885-8zmuhebu 168 23 sugar sugar NN cord-331885-8zmuhebu 168 24 sector sector NN cord-331885-8zmuhebu 168 25 can can MD cord-331885-8zmuhebu 168 26 cause cause VB cord-331885-8zmuhebu 168 27 companies company NNS cord-331885-8zmuhebu 168 28 to to TO cord-331885-8zmuhebu 168 29 lose lose VB cord-331885-8zmuhebu 168 30 up up RP cord-331885-8zmuhebu 168 31 to to TO cord-331885-8zmuhebu 168 32 US$ us$ $ cord-331885-8zmuhebu 168 33 100 100 CD cord-331885-8zmuhebu 168 34 million million CD cord-331885-8zmuhebu 168 35 An an DT cord-331885-8zmuhebu 168 36 N N NNP cord-331885-8zmuhebu 168 37 -Enterprise -Enterprise NNP cord-331885-8zmuhebu 168 38 investment investment NN cord-331885-8zmuhebu 168 39 game game NN cord-331885-8zmuhebu 168 40 under under IN cord-331885-8zmuhebu 168 41 risk risk NN cord-331885-8zmuhebu 168 42 of of IN cord-331885-8zmuhebu 168 43 domino domino NN cord-331885-8zmuhebu 168 44 accidents accident NNS cord-331885-8zmuhebu 168 45 in in IN cord-331885-8zmuhebu 168 46 a a DT cord-331885-8zmuhebu 168 47 chemical chemical JJ cord-331885-8zmuhebu 168 48 cluster cluster NN cord-331885-8zmuhebu 168 49 : : : cord-331885-8zmuhebu 169 1 Nash Nash NNP cord-331885-8zmuhebu 169 2 and and CC cord-331885-8zmuhebu 169 3 pareto pareto NNP cord-331885-8zmuhebu 169 4 equilibria equilibria NNP cord-331885-8zmuhebu 169 5 Marine Marine NNP cord-331885-8zmuhebu 169 6 Foreign Foreign NNP cord-331885-8zmuhebu 169 7 Trade Trade NNP cord-331885-8zmuhebu 169 8 Economic Economic NNP cord-331885-8zmuhebu 169 9 Zone Zone NNP cord-331885-8zmuhebu 169 10 Industry Industry NNP cord-331885-8zmuhebu 169 11 Investment Investment NNP cord-331885-8zmuhebu 169 12 Risk Risk NNP cord-331885-8zmuhebu 169 13 Evaluation Evaluation NNP cord-331885-8zmuhebu 169 14 Model Model NNP cord-331885-8zmuhebu 169 15 under under IN cord-331885-8zmuhebu 169 16 the the DT cord-331885-8zmuhebu 169 17 Background Background NNP cord-331885-8zmuhebu 169 18 of of IN cord-331885-8zmuhebu 169 19 the the DT cord-331885-8zmuhebu 169 20 Belt Belt NNP cord-331885-8zmuhebu 169 21 and and CC cord-331885-8zmuhebu 169 22 Road Road NNP cord-331885-8zmuhebu 169 23 Renewable renewable JJ cord-331885-8zmuhebu 169 24 energy energy NN cord-331885-8zmuhebu 169 25 investment investment NN cord-331885-8zmuhebu 169 26 risk risk NN cord-331885-8zmuhebu 169 27 evaluation evaluation NN cord-331885-8zmuhebu 169 28 model model NN cord-331885-8zmuhebu 169 29 based base VBN cord-331885-8zmuhebu 169 30 on on IN cord-331885-8zmuhebu 169 31 system system NN cord-331885-8zmuhebu 169 32 dynamics dynamic NNS cord-331885-8zmuhebu 169 33 A a DT cord-331885-8zmuhebu 169 34 novel novel JJ cord-331885-8zmuhebu 169 35 deep deep JJ cord-331885-8zmuhebu 169 36 learning learning NN cord-331885-8zmuhebu 169 37 method method NN cord-331885-8zmuhebu 169 38 for for IN cord-331885-8zmuhebu 169 39 application application NN cord-331885-8zmuhebu 169 40 identification identification NN cord-331885-8zmuhebu 169 41 in in IN cord-331885-8zmuhebu 169 42 wireless wireless JJ cord-331885-8zmuhebu 169 43 network network NN cord-331885-8zmuhebu 169 44 Blockchain Blockchain NNP cord-331885-8zmuhebu 169 45 financial financial JJ cord-331885-8zmuhebu 169 46 investment investment NN cord-331885-8zmuhebu 169 47 based base VBN cord-331885-8zmuhebu 169 48 on on IN cord-331885-8zmuhebu 169 49 deep deep JJ cord-331885-8zmuhebu 169 50 learning learning NN cord-331885-8zmuhebu 169 51 network network NN cord-331885-8zmuhebu 169 52 algorithm algorithm NN cord-331885-8zmuhebu 169 53 Big Big NNP cord-331885-8zmuhebu 169 54 Data Data NNP cord-331885-8zmuhebu 169 55 : : : cord-331885-8zmuhebu 169 56 Deep Deep NNP cord-331885-8zmuhebu 169 57 Learning learn VBG cord-331885-8zmuhebu 169 58 for for IN cord-331885-8zmuhebu 169 59 financial financial JJ cord-331885-8zmuhebu 169 60 sentiment sentiment NN cord-331885-8zmuhebu 169 61 analysis analysis NN cord-331885-8zmuhebu 169 62 Novel Novel NNP cord-331885-8zmuhebu 169 63 Volatility Volatility NNP cord-331885-8zmuhebu 169 64 Forecasting Forecasting NNP cord-331885-8zmuhebu 169 65 Using use VBG cord-331885-8zmuhebu 169 66 Deep Deep NNP cord-331885-8zmuhebu 169 67 Learning learning NN cord-331885-8zmuhebu 169 68 - - HYPH cord-331885-8zmuhebu 169 69 Long Long NNP cord-331885-8zmuhebu 169 70 Short Short NNP cord-331885-8zmuhebu 169 71 Term Term NNP cord-331885-8zmuhebu 169 72 Memory memory NN cord-331885-8zmuhebu 169 73 Recurrent recurrent JJ cord-331885-8zmuhebu 169 74 Neural Neural NNP cord-331885-8zmuhebu 169 75 Networks Networks NNPS cord-331885-8zmuhebu 169 76 Forecasting forecast VBG cord-331885-8zmuhebu 169 77 the the DT cord-331885-8zmuhebu 169 78 Volatility Volatility NNP cord-331885-8zmuhebu 169 79 of of IN cord-331885-8zmuhebu 169 80 Stock Stock NNP cord-331885-8zmuhebu 169 81 Price Price NNP cord-331885-8zmuhebu 169 82 Index Index NNP cord-331885-8zmuhebu 169 83 : : : cord-331885-8zmuhebu 169 84 A a DT cord-331885-8zmuhebu 169 85 Hybrid Hybrid NNP cord-331885-8zmuhebu 169 86 Model model NN cord-331885-8zmuhebu 169 87 Integrating integrate VBG cord-331885-8zmuhebu 169 88 LSTM LSTM NNP cord-331885-8zmuhebu 169 89 with with IN cord-331885-8zmuhebu 169 90 Multiple multiple JJ cord-331885-8zmuhebu 169 91 GARCH garch NN cord-331885-8zmuhebu 169 92 - - HYPH cord-331885-8zmuhebu 169 93 Type type NN cord-331885-8zmuhebu 169 94 Models model NNS cord-331885-8zmuhebu 169 95 A a DT cord-331885-8zmuhebu 169 96 risk risk NN cord-331885-8zmuhebu 169 97 map map NN cord-331885-8zmuhebu 169 98 methodology methodology NN cord-331885-8zmuhebu 169 99 to to TO cord-331885-8zmuhebu 169 100 assess assess VB cord-331885-8zmuhebu 169 101 the the DT cord-331885-8zmuhebu 169 102 spatial spatial JJ cord-331885-8zmuhebu 169 103 and and CC cord-331885-8zmuhebu 169 104 temporal temporal JJ cord-331885-8zmuhebu 169 105 distribution distribution NN cord-331885-8zmuhebu 169 106 of of IN cord-331885-8zmuhebu 169 107 leakage leakage NN cord-331885-8zmuhebu 169 108 into into IN cord-331885-8zmuhebu 169 109 groundwater groundwater NN cord-331885-8zmuhebu 169 110 from from IN cord-331885-8zmuhebu 169 111 Geologic Geologic NNP cord-331885-8zmuhebu 169 112 Carbon Carbon NNP cord-331885-8zmuhebu 169 113 Storage Storage NNP cord-331885-8zmuhebu 169 114 On on IN cord-331885-8zmuhebu 169 115 Asymmetric Asymmetric NNP cord-331885-8zmuhebu 169 116 Market Market NNP cord-331885-8zmuhebu 169 117 Model Model NNP cord-331885-8zmuhebu 169 118 with with IN cord-331885-8zmuhebu 169 119 Heteroskedasticity Heteroskedasticity NNP cord-331885-8zmuhebu 169 120 and and CC cord-331885-8zmuhebu 169 121 Quantile Quantile NNP cord-331885-8zmuhebu 169 122 Regression Regression NNP cord-331885-8zmuhebu 169 123 Assessment Assessment NNP cord-331885-8zmuhebu 169 124 of of IN cord-331885-8zmuhebu 169 125 Arctic Arctic NNP cord-331885-8zmuhebu 169 126 sea sea NNP cord-331885-8zmuhebu 169 127 ice ice NN cord-331885-8zmuhebu 169 128 simulations simulation NNS cord-331885-8zmuhebu 169 129 in in IN cord-331885-8zmuhebu 169 130 CMIP5 CMIP5 NNP cord-331885-8zmuhebu 169 131 models model NNS cord-331885-8zmuhebu 169 132 using use VBG cord-331885-8zmuhebu 169 133 a a DT cord-331885-8zmuhebu 169 134 synthetical synthetical JJ cord-331885-8zmuhebu 169 135 skill skill NN cord-331885-8zmuhebu 169 136 scoring scoring NN cord-331885-8zmuhebu 169 137 method method NN cord-331885-8zmuhebu 169 138 Future future JJ cord-331885-8zmuhebu 169 139 developments development NNS cord-331885-8zmuhebu 169 140 in in IN cord-331885-8zmuhebu 169 141 cyber cyber JJ cord-331885-8zmuhebu 169 142 risk risk NN cord-331885-8zmuhebu 169 143 assessment assessment NN cord-331885-8zmuhebu 169 144 for for IN cord-331885-8zmuhebu 169 145 the the DT cord-331885-8zmuhebu 169 146 internet internet NN cord-331885-8zmuhebu 169 147 of of IN cord-331885-8zmuhebu 169 148 things thing NNS cord-331885-8zmuhebu 170 1 A a DT cord-331885-8zmuhebu 170 2 multi multi JJ cord-331885-8zmuhebu 170 3 - - JJ cord-331885-8zmuhebu 170 4 factor factor JJ cord-331885-8zmuhebu 170 5 comprehensive comprehensive JJ cord-331885-8zmuhebu 170 6 risk risk NN cord-331885-8zmuhebu 170 7 assessment assessment NN cord-331885-8zmuhebu 170 8 method method NN cord-331885-8zmuhebu 170 9 of of IN cord-331885-8zmuhebu 170 10 karst karst NN cord-331885-8zmuhebu 170 11 tunnels tunnel NNS cord-331885-8zmuhebu 170 12 and and CC cord-331885-8zmuhebu 170 13 its -PRON- PRP$ cord-331885-8zmuhebu 170 14 engineering engineering NN cord-331885-8zmuhebu 170 15 application application NN cord-331885-8zmuhebu 170 16 Skull Skull NNP cord-331885-8zmuhebu 170 17 Base Base NNP cord-331885-8zmuhebu 170 18 Surgery surgery NN cord-331885-8zmuhebu 170 19 with with IN cord-331885-8zmuhebu 170 20 Minimal minimal JJ cord-331885-8zmuhebu 170 21 Resources resource NNS cord-331885-8zmuhebu 171 1 The the DT cord-331885-8zmuhebu 171 2 impact impact NN cord-331885-8zmuhebu 171 3 of of IN cord-331885-8zmuhebu 171 4 environmental environmental JJ cord-331885-8zmuhebu 171 5 regulation regulation NN cord-331885-8zmuhebu 171 6 , , , cord-331885-8zmuhebu 171 7 shadow shadow NN cord-331885-8zmuhebu 171 8 economy economy NN cord-331885-8zmuhebu 171 9 , , , cord-331885-8zmuhebu 171 10 and and CC cord-331885-8zmuhebu 171 11 corruption corruption NN cord-331885-8zmuhebu 171 12 on on IN cord-331885-8zmuhebu 171 13 environmental environmental JJ cord-331885-8zmuhebu 171 14 quality quality NN cord-331885-8zmuhebu 171 15 : : : cord-331885-8zmuhebu 171 16 Theory theory NN cord-331885-8zmuhebu 171 17 and and CC cord-331885-8zmuhebu 171 18 empirical empirical JJ cord-331885-8zmuhebu 171 19 evidence evidence NN cord-331885-8zmuhebu 171 20 from from IN cord-331885-8zmuhebu 171 21 The the DT cord-331885-8zmuhebu 171 22 Health Health NNP cord-331885-8zmuhebu 171 23 System System NNP cord-331885-8zmuhebu 171 24 in in IN cord-331885-8zmuhebu 171 25 Turmoil Turmoil NNP cord-331885-8zmuhebu 171 26 With with IN cord-331885-8zmuhebu 171 27 New New NNP cord-331885-8zmuhebu 171 28 Political Political NNP cord-331885-8zmuhebu 171 29 Landlords Landlords NNPS cord-331885-8zmuhebu 171 30 : : : cord-331885-8zmuhebu 172 1 Not not RB cord-331885-8zmuhebu 172 2 Time Time NNP cord-331885-8zmuhebu 172 3 For for IN cord-331885-8zmuhebu 172 4 the the DT cord-331885-8zmuhebu 172 5 Panic Panic NNP cord-331885-8zmuhebu 172 6 Button Button NNP cord-331885-8zmuhebu 173 1 Yet yet CC cord-331885-8zmuhebu 173 2 Antarctic antarctic JJ cord-331885-8zmuhebu 173 3 environmental environmental JJ cord-331885-8zmuhebu 173 4 protection protection NN cord-331885-8zmuhebu 173 5 : : : cord-331885-8zmuhebu 173 6 Strengthening strengthen VBG cord-331885-8zmuhebu 173 7 the the DT cord-331885-8zmuhebu 173 8 links link NNS cord-331885-8zmuhebu 173 9 between between IN cord-331885-8zmuhebu 173 10 science science NN cord-331885-8zmuhebu 173 11 and and CC cord-331885-8zmuhebu 173 12 governance governance NN cord-331885-8zmuhebu 173 13 A a DT cord-331885-8zmuhebu 173 14 behavior behavior NN cord-331885-8zmuhebu 173 15 - - HYPH cord-331885-8zmuhebu 173 16 centered center VBN cord-331885-8zmuhebu 173 17 framework framework NN cord-331885-8zmuhebu 173 18 for for IN cord-331885-8zmuhebu 173 19 real real JJ cord-331885-8zmuhebu 173 20 - - HYPH cord-331885-8zmuhebu 173 21 time time NN cord-331885-8zmuhebu 173 22 control control NN cord-331885-8zmuhebu 173 23 and and CC cord-331885-8zmuhebu 173 24 loadshedding loadshedde VBG cord-331885-8zmuhebu 173 25 using use VBG cord-331885-8zmuhebu 173 26 aggregated aggregate VBN cord-331885-8zmuhebu 173 27 residential residential JJ cord-331885-8zmuhebu 173 28 energy energy NN cord-331885-8zmuhebu 173 29 resources resource NNS cord-331885-8zmuhebu 173 30 in in IN cord-331885-8zmuhebu 173 31 distribution distribution NN cord-331885-8zmuhebu 173 32 microgrids microgrid NNS cord-331885-8zmuhebu 173 33 A a DT cord-331885-8zmuhebu 173 34 Survey Survey NNP cord-331885-8zmuhebu 173 35 on on IN cord-331885-8zmuhebu 173 36 Deep Deep NNP cord-331885-8zmuhebu 173 37 Learning Learning NNP cord-331885-8zmuhebu 173 38 in in IN cord-331885-8zmuhebu 173 39 Medical Medical NNP cord-331885-8zmuhebu 173 40 Image Image NNP cord-331885-8zmuhebu 173 41 Analysis Analysis NNP cord-331885-8zmuhebu 174 1 Recent recent JJ cord-331885-8zmuhebu 174 2 Trends Trends NNPS cord-331885-8zmuhebu 174 3 in in IN cord-331885-8zmuhebu 174 4 Deep deep JJ cord-331885-8zmuhebu 174 5 Learning Learning NNP cord-331885-8zmuhebu 174 6 Based Based NNP cord-331885-8zmuhebu 174 7 Natural Natural NNP cord-331885-8zmuhebu 174 8 Language Language NNP cord-331885-8zmuhebu 174 9 Processing Processing NNP cord-331885-8zmuhebu 174 10 DeepSurv DeepSurv NNP cord-331885-8zmuhebu 174 11 : : : cord-331885-8zmuhebu 174 12 personalized personalized JJ cord-331885-8zmuhebu 174 13 treatment treatment NN cord-331885-8zmuhebu 174 14 recommender recommender NN cord-331885-8zmuhebu 174 15 system system NN cord-331885-8zmuhebu 174 16 using use VBG cord-331885-8zmuhebu 174 17 a a DT cord-331885-8zmuhebu 174 18 Cox Cox NNP cord-331885-8zmuhebu 174 19 proportional proportional JJ cord-331885-8zmuhebu 174 20 hazards hazard NNS cord-331885-8zmuhebu 174 21 deep deep JJ cord-331885-8zmuhebu 174 22 neural neural JJ cord-331885-8zmuhebu 174 23 network network NN cord-331885-8zmuhebu 174 24 Hierarchical Hierarchical NNP cord-331885-8zmuhebu 174 25 modeling modeling NN cord-331885-8zmuhebu 174 26 of of IN cord-331885-8zmuhebu 174 27 molecular molecular JJ cord-331885-8zmuhebu 174 28 energies energy NNS cord-331885-8zmuhebu 174 29 using use VBG cord-331885-8zmuhebu 174 30 a a DT cord-331885-8zmuhebu 174 31 deep deep JJ cord-331885-8zmuhebu 174 32 neural neural JJ cord-331885-8zmuhebu 174 33 network network NN cord-331885-8zmuhebu 174 34 Deep Deep NNP cord-331885-8zmuhebu 174 35 Binary Binary NNP cord-331885-8zmuhebu 174 36 Reconstruction Reconstruction NNP cord-331885-8zmuhebu 174 37 for for IN cord-331885-8zmuhebu 174 38 Cross Cross NNP cord-331885-8zmuhebu 174 39 - - NNP cord-331885-8zmuhebu 174 40 Modal Modal NNP cord-331885-8zmuhebu 174 41 Hashing Hashing NNP cord-331885-8zmuhebu 174 42 Health Health NNP cord-331885-8zmuhebu 174 43 care care NN cord-331885-8zmuhebu 174 44 professionals professional NNS cord-331885-8zmuhebu 174 45 ' ' POS cord-331885-8zmuhebu 174 46 attitudes attitude NNS cord-331885-8zmuhebu 174 47 towards towards IN cord-331885-8zmuhebu 174 48 population population NN cord-331885-8zmuhebu 174 49 - - HYPH cord-331885-8zmuhebu 174 50 based base VBN cord-331885-8zmuhebu 174 51 genetic genetic JJ cord-331885-8zmuhebu 174 52 testing testing NN cord-331885-8zmuhebu 174 53 and and CC cord-331885-8zmuhebu 174 54 risk risk NN cord-331885-8zmuhebu 174 55 - - HYPH cord-331885-8zmuhebu 174 56 stratification stratification NN cord-331885-8zmuhebu 174 57 for for IN cord-331885-8zmuhebu 174 58 ovarian ovarian JJ cord-331885-8zmuhebu 174 59 cancer cancer NN cord-331885-8zmuhebu 174 60 : : : cord-331885-8zmuhebu 175 1 A a DT cord-331885-8zmuhebu 175 2 survey survey NN cord-331885-8zmuhebu 175 3 study study NN cord-331885-8zmuhebu 175 4 Anticipated anticipate VBN cord-331885-8zmuhebu 175 5 health health NN cord-331885-8zmuhebu 175 6 behaviour behaviour NN cord-331885-8zmuhebu 175 7 changes change NNS cord-331885-8zmuhebu 175 8 and and CC cord-331885-8zmuhebu 175 9 perceived perceive VBN cord-331885-8zmuhebu 175 10 control control NN cord-331885-8zmuhebu 175 11 in in IN cord-331885-8zmuhebu 175 12 response response NN cord-331885-8zmuhebu 175 13 to to IN cord-331885-8zmuhebu 175 14 disclosure disclosure NN cord-331885-8zmuhebu 175 15 of of IN cord-331885-8zmuhebu 175 16 genetic genetic JJ cord-331885-8zmuhebu 175 17 risk risk NN cord-331885-8zmuhebu 175 18 of of IN cord-331885-8zmuhebu 175 19 breast breast NN cord-331885-8zmuhebu 175 20 and and CC cord-331885-8zmuhebu 175 21 ovarian ovarian JJ cord-331885-8zmuhebu 175 22 cancer cancer NN cord-331885-8zmuhebu 175 23 : : : cord-331885-8zmuhebu 175 24 a a DT cord-331885-8zmuhebu 175 25 quantitative quantitative JJ cord-331885-8zmuhebu 175 26 survey survey NN cord-331885-8zmuhebu 175 27 study study NN cord-331885-8zmuhebu 175 28 among among IN cord-331885-8zmuhebu 175 29 women woman NNS cord-331885-8zmuhebu 175 30 in in IN cord-331885-8zmuhebu 175 31 the the DT cord-331885-8zmuhebu 175 32 UK UK NNP cord-331885-8zmuhebu 175 33 Overseas Overseas NNP cord-331885-8zmuhebu 175 34 direct direct JJ cord-331885-8zmuhebu 175 35 investment investment NN cord-331885-8zmuhebu 175 36 and and CC cord-331885-8zmuhebu 175 37 exports export NNS cord-331885-8zmuhebu 175 38 in in IN cord-331885-8zmuhebu 175 39 Korea Korea NNP cord-331885-8zmuhebu 175 40 : : : cord-331885-8zmuhebu 176 1 A a DT cord-331885-8zmuhebu 176 2 time time NN cord-331885-8zmuhebu 176 3 series series NN cord-331885-8zmuhebu 176 4 approach approach NN cord-331885-8zmuhebu 176 5 The the DT cord-331885-8zmuhebu 176 6 Influence Influence NNP cord-331885-8zmuhebu 176 7 of of IN cord-331885-8zmuhebu 176 8 Investor Investor NNP cord-331885-8zmuhebu 176 9 - - HYPH cord-331885-8zmuhebu 176 10 Centered center VBN cord-331885-8zmuhebu 176 11 Values value NNS cord-331885-8zmuhebu 176 12 in in IN cord-331885-8zmuhebu 176 13 the the DT cord-331885-8zmuhebu 176 14 Operation Operation NNP cord-331885-8zmuhebu 176 15 of of IN cord-331885-8zmuhebu 176 16 Political Political NNP cord-331885-8zmuhebu 176 17 Risk Risk NNP cord-331885-8zmuhebu 176 18 Insurance Insurance NNP cord-331885-8zmuhebu 176 19 Risk Risk NNP cord-331885-8zmuhebu 176 20 and and CC cord-331885-8zmuhebu 176 21 Opportunity Opportunity NNP cord-331885-8zmuhebu 176 22 Assessment Assessment NNP cord-331885-8zmuhebu 176 23 for for IN cord-331885-8zmuhebu 176 24 Water Water NNP cord-331885-8zmuhebu 176 25 Cooperation Cooperation NNP cord-331885-8zmuhebu 176 26 in in IN cord-331885-8zmuhebu 176 27 Transboundary Transboundary NNP cord-331885-8zmuhebu 176 28 River River NNP cord-331885-8zmuhebu 176 29 Basins Basins NNP cord-331885-8zmuhebu 176 30 in in IN cord-331885-8zmuhebu 176 31 South South NNP cord-331885-8zmuhebu 176 32 Asia Asia NNP cord-331885-8zmuhebu 176 33 Resources resource NNS cord-331885-8zmuhebu 176 34 : : : cord-331885-8zmuhebu 176 35 Xiuyan Xiuyan NNP cord-331885-8zmuhebu 176 36 Xu Xu NNP cord-331885-8zmuhebu 176 37 . . . cord-331885-8zmuhebu 177 1 Writing write VBG cord-331885-8zmuhebu 177 2 -review -review : cord-331885-8zmuhebu 177 3 & & CC cord-331885-8zmuhebu 177 4 editing editing NN cord-331885-8zmuhebu 177 5 : : : cord-331885-8zmuhebu 177 6 Xiuyan Xiuyan NNP cord-331885-8zmuhebu 177 7 Xu Xu NNP cord-331885-8zmuhebu 177 8 . . .