id sid tid token lemma pos cord-029031-jtdc9a7w 1 1 key key JJ cord-029031-jtdc9a7w 1 2 : : : cord-029031-jtdc9a7w 1 3 cord-029031-jtdc9a7w cord-029031-jtdc9a7w NNP cord-029031-jtdc9a7w 2 1 authors author NNS cord-029031-jtdc9a7w 2 2 : : : cord-029031-jtdc9a7w 2 3 Jirapanthong Jirapanthong NNP cord-029031-jtdc9a7w 2 4 , , , cord-029031-jtdc9a7w 2 5 Waraporn Waraporn NNP cord-029031-jtdc9a7w 2 6 title title NN cord-029031-jtdc9a7w 2 7 : : : cord-029031-jtdc9a7w 2 8 A a DT cord-029031-jtdc9a7w 2 9 Tool tool NN cord-029031-jtdc9a7w 2 10 for for IN cord-029031-jtdc9a7w 2 11 Supporting support VBG cord-029031-jtdc9a7w 2 12 the the DT cord-029031-jtdc9a7w 2 13 Evaluation Evaluation NNP cord-029031-jtdc9a7w 2 14 of of IN cord-029031-jtdc9a7w 2 15 Active Active NNP cord-029031-jtdc9a7w 2 16 Learning Learning NNP cord-029031-jtdc9a7w 2 17 Activities Activities NNPS cord-029031-jtdc9a7w 2 18 date date NN cord-029031-jtdc9a7w 2 19 : : : cord-029031-jtdc9a7w 2 20 2020 2020 CD cord-029031-jtdc9a7w 2 21 - - HYPH cord-029031-jtdc9a7w 2 22 06 06 CD cord-029031-jtdc9a7w 2 23 - - SYM cord-029031-jtdc9a7w 2 24 22 22 CD cord-029031-jtdc9a7w 2 25 journal journal NN cord-029031-jtdc9a7w 2 26 : : : cord-029031-jtdc9a7w 3 1 Advances advance NNS cord-029031-jtdc9a7w 3 2 in in IN cord-029031-jtdc9a7w 3 3 Swarm Swarm NNP cord-029031-jtdc9a7w 3 4 Intelligence Intelligence NNP cord-029031-jtdc9a7w 3 5 DOI doi NN cord-029031-jtdc9a7w 3 6 : : : cord-029031-jtdc9a7w 4 1 10.1007/978 10.1007/978 LS cord-029031-jtdc9a7w 4 2 - - SYM cord-029031-jtdc9a7w 4 3 3 3 CD cord-029031-jtdc9a7w 4 4 - - HYPH cord-029031-jtdc9a7w 4 5 030 030 CD cord-029031-jtdc9a7w 4 6 - - HYPH cord-029031-jtdc9a7w 4 7 53956 53956 CD cord-029031-jtdc9a7w 4 8 - - HYPH cord-029031-jtdc9a7w 4 9 6_43 6_43 CD cord-029031-jtdc9a7w 5 1 sha sha NNP cord-029031-jtdc9a7w 5 2 : : : cord-029031-jtdc9a7w 6 1 4e2726248658ac35c1bdb428b73812f2927b56bd 4e2726248658ac35c1bdb428b73812f2927b56bd CD cord-029031-jtdc9a7w 6 2 doc_id doc_id CD cord-029031-jtdc9a7w 6 3 : : : cord-029031-jtdc9a7w 6 4 29031 29031 CD cord-029031-jtdc9a7w 6 5 cord_uid cord_uid NNS cord-029031-jtdc9a7w 6 6 : : : cord-029031-jtdc9a7w 7 1 jtdc9a7w jtdc9a7w JJ cord-029031-jtdc9a7w 8 1 Active active JJ cord-029031-jtdc9a7w 8 2 learning learning NN cord-029031-jtdc9a7w 8 3 becomes become VBZ cord-029031-jtdc9a7w 8 4 a a DT cord-029031-jtdc9a7w 8 5 strategical strategical JJ cord-029031-jtdc9a7w 8 6 approach approach NN cord-029031-jtdc9a7w 8 7 for for IN cord-029031-jtdc9a7w 8 8 an an DT cord-029031-jtdc9a7w 8 9 educational educational JJ cord-029031-jtdc9a7w 8 10 principle principle NN cord-029031-jtdc9a7w 8 11 . . . cord-029031-jtdc9a7w 9 1 The the DT cord-029031-jtdc9a7w 9 2 student student NN cord-029031-jtdc9a7w 9 3 engagement engagement NN cord-029031-jtdc9a7w 9 4 become become VBP cord-029031-jtdc9a7w 9 5 a a DT cord-029031-jtdc9a7w 9 6 wider wide JJR cord-029031-jtdc9a7w 9 7 concern concern NN cord-029031-jtdc9a7w 9 8 . . . cord-029031-jtdc9a7w 10 1 Many many JJ cord-029031-jtdc9a7w 10 2 researches research NNS cord-029031-jtdc9a7w 10 3 have have VBP cord-029031-jtdc9a7w 10 4 been be VBN cord-029031-jtdc9a7w 10 5 proposed propose VBN cord-029031-jtdc9a7w 10 6 to to TO cord-029031-jtdc9a7w 10 7 support support VB cord-029031-jtdc9a7w 10 8 the the DT cord-029031-jtdc9a7w 10 9 approach approach NN cord-029031-jtdc9a7w 10 10 . . . cord-029031-jtdc9a7w 11 1 However however RB cord-029031-jtdc9a7w 11 2 , , , cord-029031-jtdc9a7w 11 3 one one CD cord-029031-jtdc9a7w 11 4 of of IN cord-029031-jtdc9a7w 11 5 issues issue NNS cord-029031-jtdc9a7w 11 6 is be VBZ cord-029031-jtdc9a7w 11 7 how how WRB cord-029031-jtdc9a7w 11 8 to to TO cord-029031-jtdc9a7w 11 9 effectively effectively RB cord-029031-jtdc9a7w 11 10 evaluate evaluate VB cord-029031-jtdc9a7w 11 11 the the DT cord-029031-jtdc9a7w 11 12 performance performance NN cord-029031-jtdc9a7w 11 13 and and CC cord-029031-jtdc9a7w 11 14 progress progress NN cord-029031-jtdc9a7w 11 15 of of IN cord-029031-jtdc9a7w 11 16 students student NNS cord-029031-jtdc9a7w 11 17 ’ ' '' cord-029031-jtdc9a7w 11 18 learning learn VBG cord-029031-jtdc9a7w 11 19 . . . cord-029031-jtdc9a7w 12 1 Although although IN cord-029031-jtdc9a7w 12 2 , , , cord-029031-jtdc9a7w 12 3 having have VBG cord-029031-jtdc9a7w 12 4 student student NN cord-029031-jtdc9a7w 12 5 engagement engagement NN cord-029031-jtdc9a7w 12 6 in in IN cord-029031-jtdc9a7w 12 7 a a DT cord-029031-jtdc9a7w 12 8 classroom classroom NN cord-029031-jtdc9a7w 12 9 is be VBZ cord-029031-jtdc9a7w 12 10 vital vital JJ cord-029031-jtdc9a7w 12 11 , , , cord-029031-jtdc9a7w 12 12 the the DT cord-029031-jtdc9a7w 12 13 evaluation evaluation NN cord-029031-jtdc9a7w 12 14 of of IN cord-029031-jtdc9a7w 12 15 students student NNS cord-029031-jtdc9a7w 12 16 ’ ’ POS cord-029031-jtdc9a7w 12 17 performance performance NN cord-029031-jtdc9a7w 12 18 is be VBZ cord-029031-jtdc9a7w 12 19 more more RBR cord-029031-jtdc9a7w 12 20 important important JJ cord-029031-jtdc9a7w 12 21 . . . cord-029031-jtdc9a7w 13 1 However however RB cord-029031-jtdc9a7w 13 2 , , , cord-029031-jtdc9a7w 13 3 keeping keep VBG cord-029031-jtdc9a7w 13 4 up up RP cord-029031-jtdc9a7w 13 5 the the DT cord-029031-jtdc9a7w 13 6 details detail NNS cord-029031-jtdc9a7w 13 7 or or CC cord-029031-jtdc9a7w 13 8 records record NNS cord-029031-jtdc9a7w 13 9 of of IN cord-029031-jtdc9a7w 13 10 students student NNS cord-029031-jtdc9a7w 13 11 ’ ’ POS cord-029031-jtdc9a7w 13 12 progress progress NN cord-029031-jtdc9a7w 13 13 is be VBZ cord-029031-jtdc9a7w 13 14 a a DT cord-029031-jtdc9a7w 13 15 difficult difficult JJ cord-029031-jtdc9a7w 13 16 task task NN cord-029031-jtdc9a7w 13 17 . . . cord-029031-jtdc9a7w 14 1 We -PRON- PRP cord-029031-jtdc9a7w 14 2 therefore therefore RB cord-029031-jtdc9a7w 14 3 propose propose VBP cord-029031-jtdc9a7w 14 4 a a DT cord-029031-jtdc9a7w 14 5 support support NN cord-029031-jtdc9a7w 14 6 for for IN cord-029031-jtdc9a7w 14 7 instructors instructor NNS cord-029031-jtdc9a7w 14 8 to to TO cord-029031-jtdc9a7w 14 9 evaluate evaluate VB cord-029031-jtdc9a7w 14 10 the the DT cord-029031-jtdc9a7w 14 11 performance performance NN cord-029031-jtdc9a7w 14 12 of of IN cord-029031-jtdc9a7w 14 13 their -PRON- PRP$ cord-029031-jtdc9a7w 14 14 students student NNS cord-029031-jtdc9a7w 14 15 . . . cord-029031-jtdc9a7w 15 1 In in IN cord-029031-jtdc9a7w 15 2 particular particular JJ cord-029031-jtdc9a7w 15 3 , , , cord-029031-jtdc9a7w 15 4 a a DT cord-029031-jtdc9a7w 15 5 prototype prototype NN cord-029031-jtdc9a7w 15 6 tool tool NN cord-029031-jtdc9a7w 15 7 is be VBZ cord-029031-jtdc9a7w 15 8 designed design VBN cord-029031-jtdc9a7w 15 9 and and CC cord-029031-jtdc9a7w 15 10 developed develop VBN cord-029031-jtdc9a7w 15 11 in in IN cord-029031-jtdc9a7w 15 12 order order NN cord-029031-jtdc9a7w 15 13 to to TO cord-029031-jtdc9a7w 15 14 facilitate facilitate VB cord-029031-jtdc9a7w 15 15 the the DT cord-029031-jtdc9a7w 15 16 evaluation evaluation NN cord-029031-jtdc9a7w 15 17 of of IN cord-029031-jtdc9a7w 15 18 activities activity NNS cord-029031-jtdc9a7w 15 19 based base VBN cord-029031-jtdc9a7w 15 20 on on IN cord-029031-jtdc9a7w 15 21 an an DT cord-029031-jtdc9a7w 15 22 active active JJ cord-029031-jtdc9a7w 15 23 learning learning NN cord-029031-jtdc9a7w 15 24 class class NN cord-029031-jtdc9a7w 15 25 . . . cord-029031-jtdc9a7w 16 1 The the DT cord-029031-jtdc9a7w 16 2 tool tool NN cord-029031-jtdc9a7w 16 3 also also RB cord-029031-jtdc9a7w 16 4 encompasses encompass VBZ cord-029031-jtdc9a7w 16 5 the the DT cord-029031-jtdc9a7w 16 6 web web NN cord-029031-jtdc9a7w 16 7 service service NN cord-029031-jtdc9a7w 16 8 for for IN cord-029031-jtdc9a7w 16 9 a a DT cord-029031-jtdc9a7w 16 10 function function NN cord-029031-jtdc9a7w 16 11 of of IN cord-029031-jtdc9a7w 16 12 face face NN cord-029031-jtdc9a7w 16 13 feature feature NN cord-029031-jtdc9a7w 16 14 recognition recognition NN cord-029031-jtdc9a7w 16 15 . . . cord-029031-jtdc9a7w 17 1 Two two CD cord-029031-jtdc9a7w 17 2 scenarios scenario NNS cord-029031-jtdc9a7w 17 3 of of IN cord-029031-jtdc9a7w 17 4 active active JJ cord-029031-jtdc9a7w 17 5 learning learning NN cord-029031-jtdc9a7w 17 6 classrooms classroom NNS cord-029031-jtdc9a7w 17 7 are be VBP cord-029031-jtdc9a7w 17 8 created create VBN cord-029031-jtdc9a7w 17 9 in in IN cord-029031-jtdc9a7w 17 10 order order NN cord-029031-jtdc9a7w 17 11 to to TO cord-029031-jtdc9a7w 17 12 evaluate evaluate VB cord-029031-jtdc9a7w 17 13 the the DT cord-029031-jtdc9a7w 17 14 prototype prototype NN cord-029031-jtdc9a7w 17 15 tool tool NN cord-029031-jtdc9a7w 17 16 . . . cord-029031-jtdc9a7w 18 1 We -PRON- PRP cord-029031-jtdc9a7w 18 2 also also RB cord-029031-jtdc9a7w 18 3 plan plan VBP cord-029031-jtdc9a7w 18 4 to to TO cord-029031-jtdc9a7w 18 5 create create VB cord-029031-jtdc9a7w 18 6 a a DT cord-029031-jtdc9a7w 18 7 larger large JJR cord-029031-jtdc9a7w 18 8 number number NN cord-029031-jtdc9a7w 18 9 of of IN cord-029031-jtdc9a7w 18 10 scenarios scenario NNS cord-029031-jtdc9a7w 18 11 which which WDT cord-029031-jtdc9a7w 18 12 involve involve VBP cord-029031-jtdc9a7w 18 13 different different JJ cord-029031-jtdc9a7w 18 14 class class NN cord-029031-jtdc9a7w 18 15 objectives objective NNS cord-029031-jtdc9a7w 18 16 . . . cord-029031-jtdc9a7w 19 1 The the DT cord-029031-jtdc9a7w 19 2 results result NNS cord-029031-jtdc9a7w 19 3 show show VBP cord-029031-jtdc9a7w 19 4 that that IN cord-029031-jtdc9a7w 19 5 the the DT cord-029031-jtdc9a7w 19 6 tool tool NN cord-029031-jtdc9a7w 19 7 can can MD cord-029031-jtdc9a7w 19 8 detect detect VB cord-029031-jtdc9a7w 19 9 and and CC cord-029031-jtdc9a7w 19 10 determine determine VB cord-029031-jtdc9a7w 19 11 students student NNS cord-029031-jtdc9a7w 19 12 with with IN cord-029031-jtdc9a7w 19 13 high high JJ cord-029031-jtdc9a7w 19 14 precision precision NN cord-029031-jtdc9a7w 19 15 values value NNS cord-029031-jtdc9a7w 19 16 . . . cord-029031-jtdc9a7w 20 1 However however RB cord-029031-jtdc9a7w 20 2 , , , cord-029031-jtdc9a7w 20 3 the the DT cord-029031-jtdc9a7w 20 4 prototype prototype NN cord-029031-jtdc9a7w 20 5 tool tool NN cord-029031-jtdc9a7w 20 6 takes take VBZ cord-029031-jtdc9a7w 20 7 a a DT cord-029031-jtdc9a7w 20 8 long long JJ cord-029031-jtdc9a7w 20 9 time time NN cord-029031-jtdc9a7w 20 10 to to TO cord-029031-jtdc9a7w 20 11 be be VB cord-029031-jtdc9a7w 20 12 processed process VBN cord-029031-jtdc9a7w 20 13 depending depend VBG cord-029031-jtdc9a7w 20 14 on on IN cord-029031-jtdc9a7w 20 15 the the DT cord-029031-jtdc9a7w 20 16 size size NN cord-029031-jtdc9a7w 20 17 and and CC cord-029031-jtdc9a7w 20 18 number number NN cord-029031-jtdc9a7w 20 19 of of IN cord-029031-jtdc9a7w 20 20 photos photo NNS cord-029031-jtdc9a7w 20 21 . . . cord-029031-jtdc9a7w 21 1 The the DT cord-029031-jtdc9a7w 21 2 concept concept NN cord-029031-jtdc9a7w 21 3 of of IN cord-029031-jtdc9a7w 21 4 student student NN cord-029031-jtdc9a7w 21 5 engagement engagement NN cord-029031-jtdc9a7w 21 6 is be VBZ cord-029031-jtdc9a7w 21 7 becoming become VBG cord-029031-jtdc9a7w 21 8 a a DT cord-029031-jtdc9a7w 21 9 concern concern NN cord-029031-jtdc9a7w 21 10 . . . cord-029031-jtdc9a7w 22 1 Active active JJ cord-029031-jtdc9a7w 22 2 - - HYPH cord-029031-jtdc9a7w 22 3 learning learn VBG cord-029031-jtdc9a7w 22 4 techniques technique NNS cord-029031-jtdc9a7w 22 5 have have VBP cord-029031-jtdc9a7w 22 6 emerged emerge VBN cord-029031-jtdc9a7w 22 7 as as IN cord-029031-jtdc9a7w 22 8 strategies strategy NNS cord-029031-jtdc9a7w 22 9 for for IN cord-029031-jtdc9a7w 22 10 instructors instructor NNS cord-029031-jtdc9a7w 22 11 to to TO cord-029031-jtdc9a7w 22 12 promote promote VB cord-029031-jtdc9a7w 22 13 engagement engagement NN cord-029031-jtdc9a7w 22 14 during during IN cord-029031-jtdc9a7w 22 15 learning learning NN cord-029031-jtdc9a7w 22 16 classes class NNS cord-029031-jtdc9a7w 22 17 . . . cord-029031-jtdc9a7w 23 1 The the DT cord-029031-jtdc9a7w 23 2 engagement engagement NN cord-029031-jtdc9a7w 23 3 of of IN cord-029031-jtdc9a7w 23 4 students student NNS cord-029031-jtdc9a7w 23 5 at at IN cord-029031-jtdc9a7w 23 6 high high JJ cord-029031-jtdc9a7w 23 7 level level NN cord-029031-jtdc9a7w 23 8 increases increase NNS cord-029031-jtdc9a7w 23 9 learning learning NN cord-029031-jtdc9a7w 23 10 and and CC cord-029031-jtdc9a7w 23 11 retention retention NN cord-029031-jtdc9a7w 23 12 of of IN cord-029031-jtdc9a7w 23 13 the the DT cord-029031-jtdc9a7w 23 14 students student NNS cord-029031-jtdc9a7w 23 15 . . . cord-029031-jtdc9a7w 24 1 The the DT cord-029031-jtdc9a7w 24 2 engagement engagement NN cord-029031-jtdc9a7w 24 3 with with IN cord-029031-jtdc9a7w 24 4 students student NNS cord-029031-jtdc9a7w 24 5 may may MD cord-029031-jtdc9a7w 24 6 occur occur VB cord-029031-jtdc9a7w 24 7 outside outside IN cord-029031-jtdc9a7w 24 8 the the DT cord-029031-jtdc9a7w 24 9 classroom classroom NN cord-029031-jtdc9a7w 24 10 . . . cord-029031-jtdc9a7w 25 1 For for IN cord-029031-jtdc9a7w 25 2 in in IN cord-029031-jtdc9a7w 25 3 the the DT cord-029031-jtdc9a7w 25 4 classroom classroom NN cord-029031-jtdc9a7w 25 5 , , , cord-029031-jtdc9a7w 25 6 student student NN cord-029031-jtdc9a7w 25 7 engagement engagement NN cord-029031-jtdc9a7w 25 8 involves involve VBZ cord-029031-jtdc9a7w 25 9 the the DT cord-029031-jtdc9a7w 25 10 participation participation NN cord-029031-jtdc9a7w 25 11 of of IN cord-029031-jtdc9a7w 25 12 students student NNS cord-029031-jtdc9a7w 25 13 such such JJ cord-029031-jtdc9a7w 25 14 as as IN cord-029031-jtdc9a7w 25 15 interaction interaction NN cord-029031-jtdc9a7w 25 16 between between IN cord-029031-jtdc9a7w 25 17 instructors instructor NNS cord-029031-jtdc9a7w 25 18 and and CC cord-029031-jtdc9a7w 25 19 students student NNS cord-029031-jtdc9a7w 25 20 or or CC cord-029031-jtdc9a7w 25 21 between between IN cord-029031-jtdc9a7w 25 22 students student NNS cord-029031-jtdc9a7w 25 23 themselves -PRON- PRP cord-029031-jtdc9a7w 25 24 . . . cord-029031-jtdc9a7w 26 1 The the DT cord-029031-jtdc9a7w 26 2 advantages advantage NNS cord-029031-jtdc9a7w 26 3 of of IN cord-029031-jtdc9a7w 26 4 active active JJ cord-029031-jtdc9a7w 26 5 learning learning NN cord-029031-jtdc9a7w 26 6 are be VBP cord-029031-jtdc9a7w 26 7 numerous numerous JJ cord-029031-jtdc9a7w 26 8 : : : cord-029031-jtdc9a7w 26 9 i i LS cord-029031-jtdc9a7w 26 10 ) ) -RRB- cord-029031-jtdc9a7w 26 11 classroom classroom NN cord-029031-jtdc9a7w 26 12 time time NN cord-029031-jtdc9a7w 26 13 can can MD cord-029031-jtdc9a7w 26 14 be be VB cord-029031-jtdc9a7w 26 15 utilized utilize VBN cord-029031-jtdc9a7w 26 16 in in IN cord-029031-jtdc9a7w 26 17 discussing discuss VBG cord-029031-jtdc9a7w 26 18 higher high JJR cord-029031-jtdc9a7w 26 19 order order NN cord-029031-jtdc9a7w 26 20 thinking think VBG cord-029031-jtdc9a7w 26 21 skills skill NNS cord-029031-jtdc9a7w 26 22 rather rather RB cord-029031-jtdc9a7w 26 23 than than IN cord-029031-jtdc9a7w 26 24 wasting waste VBG cord-029031-jtdc9a7w 26 25 time time NN cord-029031-jtdc9a7w 26 26 on on IN cord-029031-jtdc9a7w 26 27 lower low JJR cord-029031-jtdc9a7w 26 28 order order NN cord-029031-jtdc9a7w 26 29 activities activity NNS cord-029031-jtdc9a7w 26 30 ; ; : cord-029031-jtdc9a7w 26 31 ii ii LS cord-029031-jtdc9a7w 26 32 ) ) -RRB- cord-029031-jtdc9a7w 26 33 collaboration collaboration NN cord-029031-jtdc9a7w 26 34 , , , cord-029031-jtdc9a7w 26 35 communication communication NN cord-029031-jtdc9a7w 26 36 and and CC cord-029031-jtdc9a7w 26 37 leadership leadership NN cord-029031-jtdc9a7w 26 38 skills skill NNS cord-029031-jtdc9a7w 26 39 are be VBP cord-029031-jtdc9a7w 26 40 enhanced enhance VBN cord-029031-jtdc9a7w 26 41 amongst amongst IN cord-029031-jtdc9a7w 26 42 learners learner NNS cord-029031-jtdc9a7w 26 43 ; ; : cord-029031-jtdc9a7w 26 44 iii iii LS cord-029031-jtdc9a7w 26 45 ) ) -RRB- cord-029031-jtdc9a7w 26 46 students student NNS cord-029031-jtdc9a7w 26 47 are be VBP cord-029031-jtdc9a7w 26 48 actively actively RB cord-029031-jtdc9a7w 26 49 engaged engage VBN cord-029031-jtdc9a7w 26 50 in in IN cord-029031-jtdc9a7w 26 51 a a DT cord-029031-jtdc9a7w 26 52 realistic realistic JJ cord-029031-jtdc9a7w 26 53 learning learning NN cord-029031-jtdc9a7w 26 54 experience experience NN cord-029031-jtdc9a7w 26 55 . . . cord-029031-jtdc9a7w 27 1 Even even RB cord-029031-jtdc9a7w 27 2 though though IN cord-029031-jtdc9a7w 27 3 the the DT cord-029031-jtdc9a7w 27 4 active active JJ cord-029031-jtdc9a7w 27 5 learning learning NN cord-029031-jtdc9a7w 27 6 is be VBZ cord-029031-jtdc9a7w 27 7 becoming become VBG cord-029031-jtdc9a7w 27 8 as as IN cord-029031-jtdc9a7w 27 9 an an DT cord-029031-jtdc9a7w 27 10 important important JJ cord-029031-jtdc9a7w 27 11 approach approach NN cord-029031-jtdc9a7w 27 12 for for IN cord-029031-jtdc9a7w 27 13 educational educational JJ cord-029031-jtdc9a7w 27 14 learning learning NN cord-029031-jtdc9a7w 27 15 , , , cord-029031-jtdc9a7w 27 16 it -PRON- PRP cord-029031-jtdc9a7w 27 17 has have VBZ cord-029031-jtdc9a7w 27 18 still still RB cord-029031-jtdc9a7w 27 19 some some DT cord-029031-jtdc9a7w 27 20 challenges challenge NNS cord-029031-jtdc9a7w 27 21 which which WDT cord-029031-jtdc9a7w 27 22 include include VBP cord-029031-jtdc9a7w 27 23 resistance resistance NN cord-029031-jtdc9a7w 27 24 from from IN cord-029031-jtdc9a7w 27 25 students student NNS cord-029031-jtdc9a7w 27 26 , , , cord-029031-jtdc9a7w 27 27 unprepared unprepared JJ cord-029031-jtdc9a7w 27 28 students student NNS cord-029031-jtdc9a7w 27 29 , , , cord-029031-jtdc9a7w 27 30 lack lack NN cord-029031-jtdc9a7w 27 31 of of IN cord-029031-jtdc9a7w 27 32 access access NN cord-029031-jtdc9a7w 27 33 to to IN cord-029031-jtdc9a7w 27 34 technology technology NN cord-029031-jtdc9a7w 27 35 , , , cord-029031-jtdc9a7w 27 36 and and CC cord-029031-jtdc9a7w 27 37 heavy heavy JJ cord-029031-jtdc9a7w 27 38 workload workload NN cord-029031-jtdc9a7w 27 39 prior prior RB cord-029031-jtdc9a7w 27 40 to to IN cord-029031-jtdc9a7w 27 41 and and CC cord-029031-jtdc9a7w 27 42 during during IN cord-029031-jtdc9a7w 27 43 class class NN cord-029031-jtdc9a7w 27 44 . . . cord-029031-jtdc9a7w 28 1 Moreover moreover RB cord-029031-jtdc9a7w 28 2 , , , cord-029031-jtdc9a7w 28 3 the the DT cord-029031-jtdc9a7w 28 4 evaluation evaluation NN cord-029031-jtdc9a7w 28 5 method method NN cord-029031-jtdc9a7w 28 6 for for IN cord-029031-jtdc9a7w 28 7 the the DT cord-029031-jtdc9a7w 28 8 active active JJ cord-029031-jtdc9a7w 28 9 learning learning NN cord-029031-jtdc9a7w 28 10 approach approach NN cord-029031-jtdc9a7w 28 11 is be VBZ cord-029031-jtdc9a7w 28 12 also also RB cord-029031-jtdc9a7w 28 13 concerned concerned JJ cord-029031-jtdc9a7w 28 14 . . . cord-029031-jtdc9a7w 29 1 Our -PRON- PRP$ cord-029031-jtdc9a7w 29 2 research research NN cord-029031-jtdc9a7w 29 3 relies rely VBZ cord-029031-jtdc9a7w 29 4 on on IN cord-029031-jtdc9a7w 29 5 the the DT cord-029031-jtdc9a7w 29 6 method method NN cord-029031-jtdc9a7w 29 7 and and CC cord-029031-jtdc9a7w 29 8 supporting support VBG cord-029031-jtdc9a7w 29 9 tool tool NN cord-029031-jtdc9a7w 29 10 for for IN cord-029031-jtdc9a7w 29 11 enhancing enhance VBG cord-029031-jtdc9a7w 29 12 the the DT cord-029031-jtdc9a7w 29 13 active active JJ cord-029031-jtdc9a7w 29 14 learning learning NN cord-029031-jtdc9a7w 29 15 approach approach NN cord-029031-jtdc9a7w 29 16 to to TO cord-029031-jtdc9a7w 29 17 be be VB cord-029031-jtdc9a7w 29 18 successful successful JJ cord-029031-jtdc9a7w 29 19 . . . cord-029031-jtdc9a7w 30 1 In in IN cord-029031-jtdc9a7w 30 2 this this DT cord-029031-jtdc9a7w 30 3 paper paper NN cord-029031-jtdc9a7w 30 4 , , , cord-029031-jtdc9a7w 30 5 we -PRON- PRP cord-029031-jtdc9a7w 30 6 present present VBP cord-029031-jtdc9a7w 30 7 a a DT cord-029031-jtdc9a7w 30 8 tool tool NN cord-029031-jtdc9a7w 30 9 for for IN cord-029031-jtdc9a7w 30 10 supporting support VBG cord-029031-jtdc9a7w 30 11 instructors instructor NNS cord-029031-jtdc9a7w 30 12 to to TO cord-029031-jtdc9a7w 30 13 evaluate evaluate VB cord-029031-jtdc9a7w 30 14 the the DT cord-029031-jtdc9a7w 30 15 learning learning NN cord-029031-jtdc9a7w 30 16 progress progress NN cord-029031-jtdc9a7w 30 17 . . . cord-029031-jtdc9a7w 31 1 This this DT cord-029031-jtdc9a7w 31 2 is be VBZ cord-029031-jtdc9a7w 31 3 to to TO cord-029031-jtdc9a7w 31 4 facilitate facilitate VB cord-029031-jtdc9a7w 31 5 the the DT cord-029031-jtdc9a7w 31 6 tasks task NNS cord-029031-jtdc9a7w 31 7 of of IN cord-029031-jtdc9a7w 31 8 evaluation evaluation NN cord-029031-jtdc9a7w 31 9 on on IN cord-029031-jtdc9a7w 31 10 learners learner NNS cord-029031-jtdc9a7w 31 11 . . . cord-029031-jtdc9a7w 32 1 The the DT cord-029031-jtdc9a7w 32 2 instructors instructor NNS cord-029031-jtdc9a7w 32 3 therefore therefore RB cord-029031-jtdc9a7w 32 4 can can MD cord-029031-jtdc9a7w 32 5 identify identify VB cord-029031-jtdc9a7w 32 6 participating participate VBG cord-029031-jtdc9a7w 32 7 learners learner NNS cord-029031-jtdc9a7w 32 8 and and CC cord-029031-jtdc9a7w 32 9 analyse analyse VB cord-029031-jtdc9a7w 32 10 the the DT cord-029031-jtdc9a7w 32 11 learners learner NNS cord-029031-jtdc9a7w 32 12 ' ' POS cord-029031-jtdc9a7w 32 13 performances performance NNS cord-029031-jtdc9a7w 32 14 more more RBR cord-029031-jtdc9a7w 32 15 effectively effectively RB cord-029031-jtdc9a7w 32 16 . . . cord-029031-jtdc9a7w 33 1 In in IN cord-029031-jtdc9a7w 33 2 this this DT cord-029031-jtdc9a7w 33 3 paper paper NN cord-029031-jtdc9a7w 33 4 , , , cord-029031-jtdc9a7w 33 5 the the DT cord-029031-jtdc9a7w 33 6 background background NN cord-029031-jtdc9a7w 33 7 of of IN cord-029031-jtdc9a7w 33 8 active active JJ cord-029031-jtdc9a7w 33 9 learning learning NN cord-029031-jtdc9a7w 33 10 and and CC cord-029031-jtdc9a7w 33 11 facial facial JJ cord-029031-jtdc9a7w 33 12 recognition recognition NN cord-029031-jtdc9a7w 33 13 analysis analysis NN cord-029031-jtdc9a7w 33 14 is be VBZ cord-029031-jtdc9a7w 33 15 provided provide VBN cord-029031-jtdc9a7w 33 16 in in IN cord-029031-jtdc9a7w 33 17 Sect Sect NNP cord-029031-jtdc9a7w 33 18 . . . cord-029031-jtdc9a7w 34 1 2 2 LS cord-029031-jtdc9a7w 34 2 . . . cord-029031-jtdc9a7w 35 1 Our -PRON- PRP$ cord-029031-jtdc9a7w 35 2 approach approach NN cord-029031-jtdc9a7w 35 3 is be VBZ cord-029031-jtdc9a7w 35 4 presenting present VBG cord-029031-jtdc9a7w 35 5 in in IN cord-029031-jtdc9a7w 35 6 Sect Sect NNP cord-029031-jtdc9a7w 35 7 . . . cord-029031-jtdc9a7w 36 1 3 3 LS cord-029031-jtdc9a7w 36 2 . . . cord-029031-jtdc9a7w 37 1 The the DT cord-029031-jtdc9a7w 37 2 experimental experimental JJ cord-029031-jtdc9a7w 37 3 results result NNS cord-029031-jtdc9a7w 37 4 , , , cord-029031-jtdc9a7w 37 5 discussion discussion NN cord-029031-jtdc9a7w 37 6 and and CC cord-029031-jtdc9a7w 37 7 future future JJ cord-029031-jtdc9a7w 37 8 work work NN cord-029031-jtdc9a7w 37 9 are be VBP cord-029031-jtdc9a7w 37 10 following follow VBG cord-029031-jtdc9a7w 37 11 . . . cord-029031-jtdc9a7w 38 1 Active active JJ cord-029031-jtdc9a7w 38 2 learning learning NN cord-029031-jtdc9a7w 38 3 is be VBZ cord-029031-jtdc9a7w 38 4 generally generally RB cord-029031-jtdc9a7w 38 5 defined define VBN cord-029031-jtdc9a7w 38 6 as as IN cord-029031-jtdc9a7w 38 7 any any DT cord-029031-jtdc9a7w 38 8 instructional instructional JJ cord-029031-jtdc9a7w 38 9 method method NN cord-029031-jtdc9a7w 38 10 that that WDT cord-029031-jtdc9a7w 38 11 engages engage VBZ cord-029031-jtdc9a7w 38 12 students student NNS cord-029031-jtdc9a7w 38 13 in in IN cord-029031-jtdc9a7w 38 14 the the DT cord-029031-jtdc9a7w 38 15 learning learning NN cord-029031-jtdc9a7w 38 16 process process NN cord-029031-jtdc9a7w 38 17 . . . cord-029031-jtdc9a7w 39 1 In in IN cord-029031-jtdc9a7w 39 2 short short JJ cord-029031-jtdc9a7w 39 3 , , , cord-029031-jtdc9a7w 39 4 active active JJ cord-029031-jtdc9a7w 39 5 learning learning NN cord-029031-jtdc9a7w 39 6 requires require VBZ cord-029031-jtdc9a7w 39 7 students student NNS cord-029031-jtdc9a7w 39 8 to to TO cord-029031-jtdc9a7w 39 9 do do VB cord-029031-jtdc9a7w 39 10 meaningful meaningful JJ cord-029031-jtdc9a7w 39 11 learning learning NN cord-029031-jtdc9a7w 39 12 activities activity NNS cord-029031-jtdc9a7w 39 13 and and CC cord-029031-jtdc9a7w 39 14 think think VBP cord-029031-jtdc9a7w 39 15 about about IN cord-029031-jtdc9a7w 39 16 what what WP cord-029031-jtdc9a7w 39 17 they -PRON- PRP cord-029031-jtdc9a7w 39 18 are be VBP cord-029031-jtdc9a7w 39 19 doing do VBG cord-029031-jtdc9a7w 39 20 [ [ -LRB- cord-029031-jtdc9a7w 39 21 1 1 CD cord-029031-jtdc9a7w 39 22 ] ] -RRB- cord-029031-jtdc9a7w 39 23 . . . cord-029031-jtdc9a7w 40 1 While while IN cord-029031-jtdc9a7w 40 2 this this DT cord-029031-jtdc9a7w 40 3 definition definition NN cord-029031-jtdc9a7w 40 4 could could MD cord-029031-jtdc9a7w 40 5 include include VB cord-029031-jtdc9a7w 40 6 traditional traditional JJ cord-029031-jtdc9a7w 40 7 activities activity NNS cord-029031-jtdc9a7w 40 8 such such JJ cord-029031-jtdc9a7w 40 9 as as IN cord-029031-jtdc9a7w 40 10 homework homework NN cord-029031-jtdc9a7w 40 11 , , , cord-029031-jtdc9a7w 40 12 in in IN cord-029031-jtdc9a7w 40 13 practice practice NN cord-029031-jtdc9a7w 40 14 active active JJ cord-029031-jtdc9a7w 40 15 learning learning NN cord-029031-jtdc9a7w 40 16 refers refer VBZ cord-029031-jtdc9a7w 40 17 to to IN cord-029031-jtdc9a7w 40 18 activities activity NNS cord-029031-jtdc9a7w 40 19 that that WDT cord-029031-jtdc9a7w 40 20 are be VBP cord-029031-jtdc9a7w 40 21 introduced introduce VBN cord-029031-jtdc9a7w 40 22 into into IN cord-029031-jtdc9a7w 40 23 the the DT cord-029031-jtdc9a7w 40 24 classroom classroom NN cord-029031-jtdc9a7w 40 25 . . . cord-029031-jtdc9a7w 41 1 The the DT cord-029031-jtdc9a7w 41 2 core core NN cord-029031-jtdc9a7w 41 3 elements element NNS cord-029031-jtdc9a7w 41 4 of of IN cord-029031-jtdc9a7w 41 5 active active JJ cord-029031-jtdc9a7w 41 6 learning learning NN cord-029031-jtdc9a7w 41 7 are be VBP cord-029031-jtdc9a7w 41 8 student student NN cord-029031-jtdc9a7w 41 9 activity activity NN cord-029031-jtdc9a7w 41 10 and and CC cord-029031-jtdc9a7w 41 11 engagement engagement NN cord-029031-jtdc9a7w 41 12 in in IN cord-029031-jtdc9a7w 41 13 the the DT cord-029031-jtdc9a7w 41 14 learning learning NN cord-029031-jtdc9a7w 41 15 process process NN cord-029031-jtdc9a7w 41 16 . . . cord-029031-jtdc9a7w 42 1 Active active JJ cord-029031-jtdc9a7w 42 2 learning learning NN cord-029031-jtdc9a7w 42 3 is be VBZ cord-029031-jtdc9a7w 42 4 often often RB cord-029031-jtdc9a7w 42 5 contrasted contrast VBN cord-029031-jtdc9a7w 42 6 to to IN cord-029031-jtdc9a7w 42 7 the the DT cord-029031-jtdc9a7w 42 8 traditional traditional JJ cord-029031-jtdc9a7w 42 9 lecture lecture NN cord-029031-jtdc9a7w 42 10 where where WRB cord-029031-jtdc9a7w 42 11 students student NNS cord-029031-jtdc9a7w 42 12 passively passively RB cord-029031-jtdc9a7w 42 13 receive receive VBP cord-029031-jtdc9a7w 42 14 information information NN cord-029031-jtdc9a7w 42 15 from from IN cord-029031-jtdc9a7w 42 16 the the DT cord-029031-jtdc9a7w 42 17 instructor instructor NN cord-029031-jtdc9a7w 42 18 . . . cord-029031-jtdc9a7w 43 1 Active active JJ cord-029031-jtdc9a7w 43 2 learning learning NN cord-029031-jtdc9a7w 43 3 methods method NNS cord-029031-jtdc9a7w 43 4 that that WDT cord-029031-jtdc9a7w 43 5 can can MD cord-029031-jtdc9a7w 43 6 be be VB cord-029031-jtdc9a7w 43 7 incorporated incorporate VBN cord-029031-jtdc9a7w 43 8 in in IN cord-029031-jtdc9a7w 43 9 the the DT cord-029031-jtdc9a7w 43 10 classroom classroom NN cord-029031-jtdc9a7w 43 11 : : : cord-029031-jtdc9a7w 44 1 i i PRP cord-029031-jtdc9a7w 44 2 ) ) -RRB- cord-029031-jtdc9a7w 44 3 having have VBG cord-029031-jtdc9a7w 44 4 multiple multiple JJ cord-029031-jtdc9a7w 44 5 pauses pause NNS cord-029031-jtdc9a7w 44 6 during during IN cord-029031-jtdc9a7w 44 7 lectures lecture NNS cord-029031-jtdc9a7w 44 8 to to TO cord-029031-jtdc9a7w 44 9 allow allow VB cord-029031-jtdc9a7w 44 10 students student NNS cord-029031-jtdc9a7w 44 11 time time NN cord-029031-jtdc9a7w 44 12 to to TO cord-029031-jtdc9a7w 44 13 reflect reflect VB cord-029031-jtdc9a7w 44 14 on on IN cord-029031-jtdc9a7w 44 15 what what WP cord-029031-jtdc9a7w 44 16 is be VBZ cord-029031-jtdc9a7w 44 17 being be VBG cord-029031-jtdc9a7w 44 18 learnt learn VBN cord-029031-jtdc9a7w 44 19 and and CC cord-029031-jtdc9a7w 44 20 to to TO cord-029031-jtdc9a7w 44 21 consolidate consolidate VB cord-029031-jtdc9a7w 44 22 their -PRON- PRP$ cord-029031-jtdc9a7w 44 23 notes note NNS cord-029031-jtdc9a7w 45 1 ; ; : cord-029031-jtdc9a7w 45 2 ii ii LS cord-029031-jtdc9a7w 45 3 ) ) -RRB- cord-029031-jtdc9a7w 45 4 having have VBG cord-029031-jtdc9a7w 45 5 brief brief JJ cord-029031-jtdc9a7w 45 6 demonstrations demonstration NNS cord-029031-jtdc9a7w 45 7 , , , cord-029031-jtdc9a7w 45 8 or or CC cord-029031-jtdc9a7w 45 9 ungraded ungraded JJ cord-029031-jtdc9a7w 45 10 exercises exercise NNS cord-029031-jtdc9a7w 45 11 , , , cord-029031-jtdc9a7w 45 12 followed follow VBN cord-029031-jtdc9a7w 45 13 by by IN cord-029031-jtdc9a7w 45 14 a a DT cord-029031-jtdc9a7w 45 15 class class NN cord-029031-jtdc9a7w 45 16 discussion discussion NN cord-029031-jtdc9a7w 45 17 to to TO cord-029031-jtdc9a7w 45 18 increase increase VB cord-029031-jtdc9a7w 45 19 student student NN cord-029031-jtdc9a7w 45 20 engagement engagement NN cord-029031-jtdc9a7w 45 21 ; ; : cord-029031-jtdc9a7w 45 22 iii iii LS cord-029031-jtdc9a7w 45 23 ) ) -RRB- cord-029031-jtdc9a7w 45 24 incorporating incorporate VBG cord-029031-jtdc9a7w 45 25 small small JJ cord-029031-jtdc9a7w 45 26 group group NN cord-029031-jtdc9a7w 45 27 study study NN cord-029031-jtdc9a7w 45 28 periods period NNS cord-029031-jtdc9a7w 45 29 during during IN cord-029031-jtdc9a7w 45 30 lectures lecture NNS cord-029031-jtdc9a7w 45 31 to to TO cord-029031-jtdc9a7w 45 32 stimulate stimulate VB cord-029031-jtdc9a7w 45 33 creativity creativity NN cord-029031-jtdc9a7w 45 34 and and CC cord-029031-jtdc9a7w 45 35 discuss discuss VB cord-029031-jtdc9a7w 45 36 the the DT cord-029031-jtdc9a7w 45 37 subject subject JJ cord-029031-jtdc9a7w 45 38 matter matter NN cord-029031-jtdc9a7w 45 39 ; ; : cord-029031-jtdc9a7w 45 40 and and CC cord-029031-jtdc9a7w 45 41 iv iv LS cord-029031-jtdc9a7w 45 42 ) ) -RRB- cord-029031-jtdc9a7w 45 43 using use VBG cord-029031-jtdc9a7w 45 44 case case NN cord-029031-jtdc9a7w 45 45 studies study NNS cord-029031-jtdc9a7w 45 46 to to TO cord-029031-jtdc9a7w 45 47 involve involve VB cord-029031-jtdc9a7w 45 48 students student NNS cord-029031-jtdc9a7w 45 49 in in IN cord-029031-jtdc9a7w 45 50 doing do VBG cord-029031-jtdc9a7w 45 51 things thing NNS cord-029031-jtdc9a7w 45 52 and and CC cord-029031-jtdc9a7w 45 53 thinking think VBG cord-029031-jtdc9a7w 45 54 about about IN cord-029031-jtdc9a7w 45 55 what what WP cord-029031-jtdc9a7w 45 56 they -PRON- PRP cord-029031-jtdc9a7w 45 57 are be VBP cord-029031-jtdc9a7w 45 58 doing do VBG cord-029031-jtdc9a7w 45 59 [ [ -LRB- cord-029031-jtdc9a7w 45 60 1 1 CD cord-029031-jtdc9a7w 45 61 ] ] -RRB- cord-029031-jtdc9a7w 45 62 . . . cord-029031-jtdc9a7w 46 1 The the DT cord-029031-jtdc9a7w 46 2 researchers researcher NNS cord-029031-jtdc9a7w 46 3 introduced introduce VBD cord-029031-jtdc9a7w 46 4 engaging engage VBG cord-029031-jtdc9a7w 46 5 activities activity NNS cord-029031-jtdc9a7w 46 6 throughout throughout IN cord-029031-jtdc9a7w 46 7 traditional traditional JJ cord-029031-jtdc9a7w 46 8 lectures lecture NNS cord-029031-jtdc9a7w 46 9 as as IN cord-029031-jtdc9a7w 46 10 they -PRON- PRP cord-029031-jtdc9a7w 46 11 stimulate stimulate VBP cord-029031-jtdc9a7w 46 12 learning learning NN cord-029031-jtdc9a7w 46 13 and and CC cord-029031-jtdc9a7w 46 14 retention retention NN cord-029031-jtdc9a7w 46 15 , , , cord-029031-jtdc9a7w 46 16 improve improve VB cord-029031-jtdc9a7w 46 17 students student NNS cord-029031-jtdc9a7w 46 18 ' ' POS cord-029031-jtdc9a7w 46 19 attitudes attitude NNS cord-029031-jtdc9a7w 46 20 regarding regard VBG cord-029031-jtdc9a7w 46 21 education education NN cord-029031-jtdc9a7w 46 22 , , , cord-029031-jtdc9a7w 46 23 and and CC cord-029031-jtdc9a7w 46 24 enhances enhance VBZ cord-029031-jtdc9a7w 46 25 academic academic JJ cord-029031-jtdc9a7w 46 26 achievement achievement NN cord-029031-jtdc9a7w 46 27 [ [ -LRB- cord-029031-jtdc9a7w 46 28 1 1 CD cord-029031-jtdc9a7w 46 29 ] ] -RRB- cord-029031-jtdc9a7w 46 30 [ [ -LRB- cord-029031-jtdc9a7w 46 31 2 2 CD cord-029031-jtdc9a7w 46 32 ] ] -RRB- cord-029031-jtdc9a7w 46 33 [ [ -LRB- cord-029031-jtdc9a7w 46 34 3 3 CD cord-029031-jtdc9a7w 46 35 ] ] -RRB- cord-029031-jtdc9a7w 46 36 [ [ -LRB- cord-029031-jtdc9a7w 46 37 4 4 CD cord-029031-jtdc9a7w 46 38 ] ] -RRB- cord-029031-jtdc9a7w 46 39 [ [ -LRB- cord-029031-jtdc9a7w 46 40 5 5 CD cord-029031-jtdc9a7w 46 41 ] ] -RRB- cord-029031-jtdc9a7w 46 42 . . . cord-029031-jtdc9a7w 47 1 An an DT cord-029031-jtdc9a7w 47 2 active active JJ cord-029031-jtdc9a7w 47 3 learning learning NN cord-029031-jtdc9a7w 47 4 environment environment NN cord-029031-jtdc9a7w 47 5 notably notably RB cord-029031-jtdc9a7w 47 6 increases increase VBZ cord-029031-jtdc9a7w 47 7 student student NN cord-029031-jtdc9a7w 47 8 participation participation NN cord-029031-jtdc9a7w 47 9 and and CC cord-029031-jtdc9a7w 47 10 collaboration collaboration NN cord-029031-jtdc9a7w 47 11 with with IN cord-029031-jtdc9a7w 47 12 peers peer NNS cord-029031-jtdc9a7w 47 13 , , , cord-029031-jtdc9a7w 47 14 where where WRB cord-029031-jtdc9a7w 47 15 knowledge knowledge NN cord-029031-jtdc9a7w 47 16 is be VBZ cord-029031-jtdc9a7w 47 17 enthusiastically enthusiastically RB cord-029031-jtdc9a7w 47 18 shared share VBN cord-029031-jtdc9a7w 47 19 [ [ -LRB- cord-029031-jtdc9a7w 47 20 6 6 CD cord-029031-jtdc9a7w 47 21 ] ] -RRB- cord-029031-jtdc9a7w 47 22 . . . cord-029031-jtdc9a7w 48 1 It -PRON- PRP cord-029031-jtdc9a7w 48 2 has have VBZ cord-029031-jtdc9a7w 48 3 further further RB cord-029031-jtdc9a7w 48 4 been be VBN cord-029031-jtdc9a7w 48 5 known know VBN cord-029031-jtdc9a7w 48 6 to to TO cord-029031-jtdc9a7w 48 7 stimulate stimulate VB cord-029031-jtdc9a7w 48 8 creativity creativity NN cord-029031-jtdc9a7w 48 9 by by IN cord-029031-jtdc9a7w 48 10 promoting promote VBG cord-029031-jtdc9a7w 48 11 individual individual NN cord-029031-jtdc9a7w 48 12 and and CC cord-029031-jtdc9a7w 48 13 group group NN cord-029031-jtdc9a7w 48 14 ideas idea NNS cord-029031-jtdc9a7w 48 15 [ [ -LRB- cord-029031-jtdc9a7w 48 16 6 6 CD cord-029031-jtdc9a7w 48 17 ] ] -RRB- cord-029031-jtdc9a7w 48 18 . . . cord-029031-jtdc9a7w 49 1 Therefore therefore RB cord-029031-jtdc9a7w 49 2 , , , cord-029031-jtdc9a7w 49 3 in in IN cord-029031-jtdc9a7w 49 4 a a DT cord-029031-jtdc9a7w 49 5 time time NN cord-029031-jtdc9a7w 49 6 when when WRB cord-029031-jtdc9a7w 49 7 individuals individual NNS cord-029031-jtdc9a7w 49 8 need need VBP cord-029031-jtdc9a7w 49 9 to to TO cord-029031-jtdc9a7w 49 10 be be VB cord-029031-jtdc9a7w 49 11 critical critical JJ cord-029031-jtdc9a7w 49 12 thinkers thinker NNS cord-029031-jtdc9a7w 49 13 and and CC cord-029031-jtdc9a7w 49 14 problem problem NN cord-029031-jtdc9a7w 49 15 - - HYPH cord-029031-jtdc9a7w 49 16 solvers solver NNS cord-029031-jtdc9a7w 49 17 , , , cord-029031-jtdc9a7w 49 18 Active Active NNP cord-029031-jtdc9a7w 49 19 Learning Learning NNP cord-029031-jtdc9a7w 49 20 provides provide VBZ cord-029031-jtdc9a7w 49 21 students student NNS cord-029031-jtdc9a7w 49 22 with with IN cord-029031-jtdc9a7w 49 23 the the DT cord-029031-jtdc9a7w 49 24 necessary necessary JJ cord-029031-jtdc9a7w 49 25 tools tool NNS cord-029031-jtdc9a7w 49 26 to to TO cord-029031-jtdc9a7w 49 27 develop develop VB cord-029031-jtdc9a7w 49 28 those those DT cord-029031-jtdc9a7w 49 29 life life NN cord-029031-jtdc9a7w 49 30 skills skill NNS cord-029031-jtdc9a7w 49 31 that that WDT cord-029031-jtdc9a7w 49 32 were be VBD cord-029031-jtdc9a7w 49 33 not not RB cord-029031-jtdc9a7w 49 34 necessarily necessarily RB cord-029031-jtdc9a7w 49 35 on on IN cord-029031-jtdc9a7w 49 36 the the DT cord-029031-jtdc9a7w 49 37 forefront forefront NN cord-029031-jtdc9a7w 49 38 with with IN cord-029031-jtdc9a7w 49 39 traditional traditional JJ cord-029031-jtdc9a7w 49 40 education education NN cord-029031-jtdc9a7w 49 41 methods method NNS cord-029031-jtdc9a7w 49 42 . . . cord-029031-jtdc9a7w 50 1 Facial facial JJ cord-029031-jtdc9a7w 50 2 recognition recognition NN cord-029031-jtdc9a7w 50 3 systems system NNS cord-029031-jtdc9a7w 50 4 become become VBP cord-029031-jtdc9a7w 50 5 more more RBR cord-029031-jtdc9a7w 50 6 common common JJ cord-029031-jtdc9a7w 50 7 . . . cord-029031-jtdc9a7w 51 1 Industries industry NNS cord-029031-jtdc9a7w 51 2 and and CC cord-029031-jtdc9a7w 51 3 organizations organization NNS cord-029031-jtdc9a7w 51 4 are be VBP cord-029031-jtdc9a7w 51 5 provides provide VBZ cord-029031-jtdc9a7w 51 6 the the DT cord-029031-jtdc9a7w 51 7 services service NNS cord-029031-jtdc9a7w 51 8 embedded embed VBN cord-029031-jtdc9a7w 51 9 with with IN cord-029031-jtdc9a7w 51 10 facial facial JJ cord-029031-jtdc9a7w 51 11 recognition recognition NN cord-029031-jtdc9a7w 51 12 systems system NNS cord-029031-jtdc9a7w 51 13 . . . cord-029031-jtdc9a7w 52 1 However however RB cord-029031-jtdc9a7w 52 2 , , , cord-029031-jtdc9a7w 52 3 some some DT cord-029031-jtdc9a7w 52 4 experts expert NNS cord-029031-jtdc9a7w 52 5 are be VBP cord-029031-jtdc9a7w 52 6 still still RB cord-029031-jtdc9a7w 52 7 concerned concerned JJ cord-029031-jtdc9a7w 52 8 regarding regard VBG cord-029031-jtdc9a7w 52 9 the the DT cord-029031-jtdc9a7w 52 10 algorithms algorithm NNS cord-029031-jtdc9a7w 52 11 , , , cord-029031-jtdc9a7w 52 12 particularly particularly RB cord-029031-jtdc9a7w 52 13 when when WRB cord-029031-jtdc9a7w 52 14 it -PRON- PRP cord-029031-jtdc9a7w 52 15 comes come VBZ cord-029031-jtdc9a7w 52 16 to to IN cord-029031-jtdc9a7w 52 17 performance performance NN cord-029031-jtdc9a7w 52 18 on on IN cord-029031-jtdc9a7w 52 19 faces face NNS cord-029031-jtdc9a7w 52 20 with with IN cord-029031-jtdc9a7w 52 21 darker dark JJR cord-029031-jtdc9a7w 52 22 skin skin NN cord-029031-jtdc9a7w 52 23 . . . cord-029031-jtdc9a7w 53 1 Some some DT cord-029031-jtdc9a7w 53 2 research research NN cord-029031-jtdc9a7w 53 3 published publish VBN cord-029031-jtdc9a7w 53 4 by by IN cord-029031-jtdc9a7w 53 5 the the DT cord-029031-jtdc9a7w 53 6 MIT MIT NNP cord-029031-jtdc9a7w 53 7 Media Media NNPS cord-029031-jtdc9a7w 53 8 Lab Lab NNP cord-029031-jtdc9a7w 53 9 found find VBD cord-029031-jtdc9a7w 53 10 that that IN cord-029031-jtdc9a7w 53 11 some some DT cord-029031-jtdc9a7w 53 12 facial facial JJ cord-029031-jtdc9a7w 53 13 recognition recognition NN cord-029031-jtdc9a7w 53 14 systems system NNS cord-029031-jtdc9a7w 53 15 performed perform VBD cord-029031-jtdc9a7w 53 16 worse worse RBR cord-029031-jtdc9a7w 53 17 when when WRB cord-029031-jtdc9a7w 53 18 identifying identify VBG cord-029031-jtdc9a7w 53 19 an an DT cord-029031-jtdc9a7w 53 20 individual individual NN cord-029031-jtdc9a7w 53 21 's 's POS cord-029031-jtdc9a7w 53 22 gender gender NN cord-029031-jtdc9a7w 53 23 if if IN cord-029031-jtdc9a7w 53 24 they -PRON- PRP cord-029031-jtdc9a7w 53 25 were be VBD cord-029031-jtdc9a7w 53 26 female female JJ cord-029031-jtdc9a7w 53 27 or or CC cord-029031-jtdc9a7w 53 28 darker dark JJR cord-029031-jtdc9a7w 53 29 - - HYPH cord-029031-jtdc9a7w 53 30 skinned skinned JJ cord-029031-jtdc9a7w 53 31 by by IN cord-029031-jtdc9a7w 53 32 MIT MIT NNP cord-029031-jtdc9a7w 53 33 's 's POS cord-029031-jtdc9a7w 53 34 Joy Joy NNP cord-029031-jtdc9a7w 53 35 Buolamwini Buolamwini NNP cord-029031-jtdc9a7w 53 36 . . . cord-029031-jtdc9a7w 54 1 Particularly particularly RB cord-029031-jtdc9a7w 54 2 , , , cord-029031-jtdc9a7w 54 3 in in IN cord-029031-jtdc9a7w 54 4 the the DT cord-029031-jtdc9a7w 54 5 research research NN cord-029031-jtdc9a7w 54 6 , , , cord-029031-jtdc9a7w 54 7 it -PRON- PRP cord-029031-jtdc9a7w 54 8 focused focus VBD cord-029031-jtdc9a7w 54 9 on on IN cord-029031-jtdc9a7w 54 10 Amazon Amazon NNP cord-029031-jtdc9a7w 54 11 Rekognition Rekognition NNP cord-029031-jtdc9a7w 54 12 [ [ -LRB- cord-029031-jtdc9a7w 54 13 7 7 CD cord-029031-jtdc9a7w 54 14 ] ] -RRB- cord-029031-jtdc9a7w 54 15 that that IN cord-029031-jtdc9a7w 54 16 the the DT cord-029031-jtdc9a7w 54 17 testing testing NN cord-029031-jtdc9a7w 54 18 system system NN cord-029031-jtdc9a7w 54 19 made make VBD cord-029031-jtdc9a7w 54 20 no no DT cord-029031-jtdc9a7w 54 21 mistakes mistake NNS cord-029031-jtdc9a7w 54 22 when when WRB cord-029031-jtdc9a7w 54 23 identifying identify VBG cord-029031-jtdc9a7w 54 24 the the DT cord-029031-jtdc9a7w 54 25 gender gender NN cord-029031-jtdc9a7w 54 26 of of IN cord-029031-jtdc9a7w 54 27 lighter light JJR cord-029031-jtdc9a7w 54 28 - - HYPH cord-029031-jtdc9a7w 54 29 skinned skinned JJ cord-029031-jtdc9a7w 54 30 men man NNS cord-029031-jtdc9a7w 54 31 . . . cord-029031-jtdc9a7w 55 1 Otherwise otherwise RB cord-029031-jtdc9a7w 55 2 , , , cord-029031-jtdc9a7w 55 3 it -PRON- PRP cord-029031-jtdc9a7w 55 4 mistook mistake VBD cord-029031-jtdc9a7w 55 5 women woman NNS cord-029031-jtdc9a7w 55 6 for for IN cord-029031-jtdc9a7w 55 7 men man NNS cord-029031-jtdc9a7w 55 8 19 19 CD cord-029031-jtdc9a7w 55 9 % % NN cord-029031-jtdc9a7w 55 10 of of IN cord-029031-jtdc9a7w 55 11 the the DT cord-029031-jtdc9a7w 55 12 time time NN cord-029031-jtdc9a7w 55 13 and and CC cord-029031-jtdc9a7w 55 14 mistook mistake VBD cord-029031-jtdc9a7w 55 15 darker darker RBR cord-029031-jtdc9a7w 55 16 - - HYPH cord-029031-jtdc9a7w 55 17 skinned skinned JJ cord-029031-jtdc9a7w 55 18 women woman NNS cord-029031-jtdc9a7w 55 19 for for IN cord-029031-jtdc9a7w 55 20 men man NNS cord-029031-jtdc9a7w 55 21 31 31 CD cord-029031-jtdc9a7w 55 22 percent percent NN cord-029031-jtdc9a7w 55 23 of of IN cord-029031-jtdc9a7w 55 24 the the DT cord-029031-jtdc9a7w 55 25 time time NN cord-029031-jtdc9a7w 55 26 . . . cord-029031-jtdc9a7w 56 1 Considering consider VBG cord-029031-jtdc9a7w 56 2 with with IN cord-029031-jtdc9a7w 56 3 the the DT cord-029031-jtdc9a7w 56 4 facial facial JJ cord-029031-jtdc9a7w 56 5 analysis analysis NN cord-029031-jtdc9a7w 56 6 software software NN cord-029031-jtdc9a7w 56 7 built build VBN cord-029031-jtdc9a7w 56 8 by by IN cord-029031-jtdc9a7w 56 9 Microsoft Microsoft NNP cord-029031-jtdc9a7w 56 10 , , , cord-029031-jtdc9a7w 56 11 IBM IBM NNP cord-029031-jtdc9a7w 56 12 , , , cord-029031-jtdc9a7w 56 13 and and CC cord-029031-jtdc9a7w 56 14 Chinese chinese JJ cord-029031-jtdc9a7w 56 15 firm firm NN cord-029031-jtdc9a7w 56 16 Megvii Megvii NNP cord-029031-jtdc9a7w 56 17 , , , cord-029031-jtdc9a7w 56 18 they -PRON- PRP cord-029031-jtdc9a7w 56 19 are be VBP cord-029031-jtdc9a7w 56 20 concerned concerned JJ cord-029031-jtdc9a7w 56 21 to to TO cord-029031-jtdc9a7w 56 22 improve improve VB cord-029031-jtdc9a7w 56 23 identifying identify VBG cord-029031-jtdc9a7w 56 24 similar similar JJ cord-029031-jtdc9a7w 56 25 racial racial JJ cord-029031-jtdc9a7w 56 26 and and CC cord-029031-jtdc9a7w 56 27 gender gender NN cord-029031-jtdc9a7w 56 28 biases bias NNS cord-029031-jtdc9a7w 56 29 . . . cord-029031-jtdc9a7w 57 1 Recently recently RB cord-029031-jtdc9a7w 57 2 , , , cord-029031-jtdc9a7w 57 3 a a DT cord-029031-jtdc9a7w 57 4 number number NN cord-029031-jtdc9a7w 57 5 of of IN cord-029031-jtdc9a7w 57 6 tech tech NN cord-029031-jtdc9a7w 57 7 companies company NNS cord-029031-jtdc9a7w 57 8 have have VBP cord-029031-jtdc9a7w 57 9 voiced voice VBN cord-029031-jtdc9a7w 57 10 concern concern NN cord-029031-jtdc9a7w 57 11 about about IN cord-029031-jtdc9a7w 57 12 the the DT cord-029031-jtdc9a7w 57 13 problems problem NNS cord-029031-jtdc9a7w 57 14 with with IN cord-029031-jtdc9a7w 57 15 facial facial JJ cord-029031-jtdc9a7w 57 16 recognition recognition NN cord-029031-jtdc9a7w 57 17 . . . cord-029031-jtdc9a7w 58 1 As as IN cord-029031-jtdc9a7w 58 2 bias bias NN cord-029031-jtdc9a7w 58 3 in in IN cord-029031-jtdc9a7w 58 4 algorithms algorithm NNS cord-029031-jtdc9a7w 58 5 is be VBZ cord-029031-jtdc9a7w 58 6 often often RB cord-029031-jtdc9a7w 58 7 the the DT cord-029031-jtdc9a7w 58 8 result result NN cord-029031-jtdc9a7w 58 9 of of IN cord-029031-jtdc9a7w 58 10 biased biased JJ cord-029031-jtdc9a7w 58 11 training training NN cord-029031-jtdc9a7w 58 12 data datum NNS cord-029031-jtdc9a7w 58 13 . . . cord-029031-jtdc9a7w 59 1 However however RB cord-029031-jtdc9a7w 59 2 , , , cord-029031-jtdc9a7w 59 3 many many JJ cord-029031-jtdc9a7w 59 4 researches research NNS cord-029031-jtdc9a7w 59 5 keep keep VBP cord-029031-jtdc9a7w 59 6 studying study VBG cord-029031-jtdc9a7w 59 7 to to TO cord-029031-jtdc9a7w 59 8 improve improve VB cord-029031-jtdc9a7w 59 9 the the DT cord-029031-jtdc9a7w 59 10 regulation regulation NN cord-029031-jtdc9a7w 59 11 and and CC cord-029031-jtdc9a7w 59 12 to to TO cord-029031-jtdc9a7w 59 13 ensure ensure VB cord-029031-jtdc9a7w 59 14 higher high JJR cord-029031-jtdc9a7w 59 15 standards standard NNS cord-029031-jtdc9a7w 59 16 . . . cord-029031-jtdc9a7w 60 1 Although although IN cord-029031-jtdc9a7w 60 2 , , , cord-029031-jtdc9a7w 60 3 there there EX cord-029031-jtdc9a7w 60 4 are be VBP cord-029031-jtdc9a7w 60 5 little little JJ cord-029031-jtdc9a7w 60 6 to to TO cord-029031-jtdc9a7w 60 7 engage engage VB cord-029031-jtdc9a7w 60 8 with with IN cord-029031-jtdc9a7w 60 9 this this DT cord-029031-jtdc9a7w 60 10 performance performance NN cord-029031-jtdc9a7w 60 11 , , , cord-029031-jtdc9a7w 60 12 many many JJ cord-029031-jtdc9a7w 60 13 applications application NNS cord-029031-jtdc9a7w 60 14 and and CC cord-029031-jtdc9a7w 60 15 systems system NNS cord-029031-jtdc9a7w 60 16 are be VBP cord-029031-jtdc9a7w 60 17 still still RB cord-029031-jtdc9a7w 60 18 suggested suggest VBN cord-029031-jtdc9a7w 60 19 to to TO cord-029031-jtdc9a7w 60 20 apply apply VB cord-029031-jtdc9a7w 60 21 with with IN cord-029031-jtdc9a7w 60 22 the the DT cord-029031-jtdc9a7w 60 23 technology technology NN cord-029031-jtdc9a7w 60 24 . . . cord-029031-jtdc9a7w 61 1 A a DT cord-029031-jtdc9a7w 61 2 lot lot NN cord-029031-jtdc9a7w 61 3 of of IN cord-029031-jtdc9a7w 61 4 researches research NNS cord-029031-jtdc9a7w 61 5 are be VBP cord-029031-jtdc9a7w 61 6 going go VBG cord-029031-jtdc9a7w 61 7 on on RP cord-029031-jtdc9a7w 61 8 to to TO cord-029031-jtdc9a7w 61 9 find find VB cord-029031-jtdc9a7w 61 10 out out RP cord-029031-jtdc9a7w 61 11 the the DT cord-029031-jtdc9a7w 61 12 best good JJS cord-029031-jtdc9a7w 61 13 outcome outcome NN cord-029031-jtdc9a7w 61 14 for for IN cord-029031-jtdc9a7w 61 15 benefits benefit NNS cord-029031-jtdc9a7w 61 16 in in IN cord-029031-jtdc9a7w 61 17 use use NN cord-029031-jtdc9a7w 61 18 . . . cord-029031-jtdc9a7w 62 1 For for IN cord-029031-jtdc9a7w 62 2 example example NN cord-029031-jtdc9a7w 62 3 , , , cord-029031-jtdc9a7w 62 4 the the DT cord-029031-jtdc9a7w 62 5 gender gender NN cord-029031-jtdc9a7w 62 6 identification identification NN cord-029031-jtdc9a7w 62 7 test test NN cord-029031-jtdc9a7w 62 8 was be VBD cord-029031-jtdc9a7w 62 9 facial facial JJ cord-029031-jtdc9a7w 62 10 analysis analysis NN cord-029031-jtdc9a7w 62 11 which which WDT cord-029031-jtdc9a7w 62 12 spots spot VBZ cord-029031-jtdc9a7w 62 13 expressions expression NNS cord-029031-jtdc9a7w 62 14 and and CC cord-029031-jtdc9a7w 62 15 characteristics characteristic NNS cord-029031-jtdc9a7w 62 16 like like IN cord-029031-jtdc9a7w 62 17 facial facial JJ cord-029031-jtdc9a7w 62 18 hair hair NN cord-029031-jtdc9a7w 62 19 . . . cord-029031-jtdc9a7w 63 1 Basically basically RB cord-029031-jtdc9a7w 63 2 , , , cord-029031-jtdc9a7w 63 3 the the DT cord-029031-jtdc9a7w 63 4 following follow VBG cord-029031-jtdc9a7w 63 5 are be VBP cord-029031-jtdc9a7w 63 6 the the DT cord-029031-jtdc9a7w 63 7 types type NNS cord-029031-jtdc9a7w 63 8 of of IN cord-029031-jtdc9a7w 63 9 detection detection NN cord-029031-jtdc9a7w 63 10 and and CC cord-029031-jtdc9a7w 63 11 recognition recognition NN cord-029031-jtdc9a7w 63 12 that that IN cord-029031-jtdc9a7w 63 13 common common JJ cord-029031-jtdc9a7w 63 14 recognition recognition NN cord-029031-jtdc9a7w 63 15 analysis analysis NN cord-029031-jtdc9a7w 63 16 software software NN cord-029031-jtdc9a7w 63 17 are be VBP cord-029031-jtdc9a7w 63 18 provided provide VBN cord-029031-jtdc9a7w 63 19 . . . cord-029031-jtdc9a7w 64 1 Firstly firstly RB cord-029031-jtdc9a7w 64 2 , , , cord-029031-jtdc9a7w 64 3 Labels label NNS cord-029031-jtdc9a7w 64 4 : : : cord-029031-jtdc9a7w 64 5 A a DT cord-029031-jtdc9a7w 64 6 label label NN cord-029031-jtdc9a7w 64 7 refers refer VBZ cord-029031-jtdc9a7w 64 8 to to IN cord-029031-jtdc9a7w 64 9 any any DT cord-029031-jtdc9a7w 64 10 objects object NNS cord-029031-jtdc9a7w 64 11 ( ( -LRB- cord-029031-jtdc9a7w 64 12 e.g. e.g. RB cord-029031-jtdc9a7w 64 13 flower flower NN cord-029031-jtdc9a7w 64 14 , , , cord-029031-jtdc9a7w 64 15 tree tree NN cord-029031-jtdc9a7w 64 16 , , , cord-029031-jtdc9a7w 64 17 or or CC cord-029031-jtdc9a7w 64 18 table table NN cord-029031-jtdc9a7w 64 19 ) ) -RRB- cord-029031-jtdc9a7w 64 20 , , , cord-029031-jtdc9a7w 64 21 events event NNS cord-029031-jtdc9a7w 64 22 ( ( -LRB- cord-029031-jtdc9a7w 64 23 e.g. e.g. RB cord-029031-jtdc9a7w 64 24 a a DT cord-029031-jtdc9a7w 64 25 wedding wedding NN cord-029031-jtdc9a7w 64 26 , , , cord-029031-jtdc9a7w 64 27 graduation graduation NN cord-029031-jtdc9a7w 64 28 , , , cord-029031-jtdc9a7w 64 29 or or CC cord-029031-jtdc9a7w 64 30 birthday birthday NN cord-029031-jtdc9a7w 64 31 party party NN cord-029031-jtdc9a7w 64 32 ) ) -RRB- cord-029031-jtdc9a7w 64 33 , , , cord-029031-jtdc9a7w 64 34 concepts concept NNS cord-029031-jtdc9a7w 64 35 ( ( -LRB- cord-029031-jtdc9a7w 64 36 e.g. e.g. RB cord-029031-jtdc9a7w 64 37 a a DT cord-029031-jtdc9a7w 64 38 landscape landscape NN cord-029031-jtdc9a7w 64 39 , , , cord-029031-jtdc9a7w 64 40 evening evening NN cord-029031-jtdc9a7w 64 41 , , , cord-029031-jtdc9a7w 64 42 and and CC cord-029031-jtdc9a7w 64 43 nature nature NN cord-029031-jtdc9a7w 64 44 ) ) -RRB- cord-029031-jtdc9a7w 64 45 or or CC cord-029031-jtdc9a7w 64 46 activities activity NNS cord-029031-jtdc9a7w 64 47 ( ( -LRB- cord-029031-jtdc9a7w 64 48 e.g. e.g. RB cord-029031-jtdc9a7w 64 49 getting get VBG cord-029031-jtdc9a7w 64 50 out out IN cord-029031-jtdc9a7w 64 51 of of IN cord-029031-jtdc9a7w 64 52 a a DT cord-029031-jtdc9a7w 64 53 car car NN cord-029031-jtdc9a7w 64 54 ) ) -RRB- cord-029031-jtdc9a7w 64 55 . . . cord-029031-jtdc9a7w 65 1 The the DT cord-029031-jtdc9a7w 65 2 software software NN cord-029031-jtdc9a7w 65 3 can can MD cord-029031-jtdc9a7w 65 4 detect detect VB cord-029031-jtdc9a7w 65 5 labels label NNS cord-029031-jtdc9a7w 65 6 in in IN cord-029031-jtdc9a7w 65 7 images image NNS cord-029031-jtdc9a7w 65 8 and and CC cord-029031-jtdc9a7w 65 9 videos video NNS cord-029031-jtdc9a7w 65 10 . . . cord-029031-jtdc9a7w 66 1 However however RB cord-029031-jtdc9a7w 66 2 activities activity NNS cord-029031-jtdc9a7w 66 3 are be VBP cord-029031-jtdc9a7w 66 4 not not RB cord-029031-jtdc9a7w 66 5 detected detect VBN cord-029031-jtdc9a7w 66 6 in in IN cord-029031-jtdc9a7w 66 7 images image NNS cord-029031-jtdc9a7w 66 8 . . . cord-029031-jtdc9a7w 67 1 Secondly secondly RB cord-029031-jtdc9a7w 67 2 , , , cord-029031-jtdc9a7w 67 3 Custom custom NN cord-029031-jtdc9a7w 67 4 Labels label NNS cord-029031-jtdc9a7w 67 5 : : : cord-029031-jtdc9a7w 67 6 the the DT cord-029031-jtdc9a7w 67 7 software software NN cord-029031-jtdc9a7w 67 8 can can MD cord-029031-jtdc9a7w 67 9 identify identify VB cord-029031-jtdc9a7w 67 10 the the DT cord-029031-jtdc9a7w 67 11 objects object NNS cord-029031-jtdc9a7w 67 12 and and CC cord-029031-jtdc9a7w 67 13 scenes scene NNS cord-029031-jtdc9a7w 67 14 in in IN cord-029031-jtdc9a7w 67 15 images image NNS cord-029031-jtdc9a7w 67 16 that that WDT cord-029031-jtdc9a7w 67 17 are be VBP cord-029031-jtdc9a7w 67 18 specific specific JJ cord-029031-jtdc9a7w 67 19 to to IN cord-029031-jtdc9a7w 67 20 some some DT cord-029031-jtdc9a7w 67 21 business business NN cord-029031-jtdc9a7w 67 22 needs need NNS cord-029031-jtdc9a7w 67 23 by by IN cord-029031-jtdc9a7w 67 24 training train VBG cord-029031-jtdc9a7w 67 25 a a DT cord-029031-jtdc9a7w 67 26 machine machine NN cord-029031-jtdc9a7w 67 27 learning learning NN cord-029031-jtdc9a7w 67 28 model model NN cord-029031-jtdc9a7w 67 29 . . . cord-029031-jtdc9a7w 68 1 For for IN cord-029031-jtdc9a7w 68 2 example example NN cord-029031-jtdc9a7w 68 3 , , , cord-029031-jtdc9a7w 68 4 a a DT cord-029031-jtdc9a7w 68 5 user user NN cord-029031-jtdc9a7w 68 6 can can MD cord-029031-jtdc9a7w 68 7 train train VB cord-029031-jtdc9a7w 68 8 a a DT cord-029031-jtdc9a7w 68 9 model model NN cord-029031-jtdc9a7w 68 10 to to TO cord-029031-jtdc9a7w 68 11 detect detect VB cord-029031-jtdc9a7w 68 12 logos logo NNS cord-029031-jtdc9a7w 68 13 or or CC cord-029031-jtdc9a7w 68 14 detect detect VB cord-029031-jtdc9a7w 68 15 engineering engineering NN cord-029031-jtdc9a7w 68 16 machine machine NN cord-029031-jtdc9a7w 68 17 parts part NNS cord-029031-jtdc9a7w 68 18 on on IN cord-029031-jtdc9a7w 68 19 an an DT cord-029031-jtdc9a7w 68 20 assembly assembly NN cord-029031-jtdc9a7w 68 21 line line NN cord-029031-jtdc9a7w 68 22 . . . cord-029031-jtdc9a7w 69 1 Thirdly thirdly RB cord-029031-jtdc9a7w 69 2 , , , cord-029031-jtdc9a7w 69 3 Faces face NNS cord-029031-jtdc9a7w 69 4 : : : cord-029031-jtdc9a7w 69 5 the the DT cord-029031-jtdc9a7w 69 6 software software NN cord-029031-jtdc9a7w 69 7 can can MD cord-029031-jtdc9a7w 69 8 detect detect VB cord-029031-jtdc9a7w 69 9 faces face NNS cord-029031-jtdc9a7w 69 10 in in IN cord-029031-jtdc9a7w 69 11 images image NNS cord-029031-jtdc9a7w 69 12 and and CC cord-029031-jtdc9a7w 69 13 stored store VBN cord-029031-jtdc9a7w 69 14 videos video NNS cord-029031-jtdc9a7w 69 15 . . . cord-029031-jtdc9a7w 70 1 The the DT cord-029031-jtdc9a7w 70 2 software software NN cord-029031-jtdc9a7w 70 3 shall shall MD cord-029031-jtdc9a7w 70 4 learn learn VB cord-029031-jtdc9a7w 70 5 where where WRB cord-029031-jtdc9a7w 70 6 faces face NNS cord-029031-jtdc9a7w 70 7 are be VBP cord-029031-jtdc9a7w 70 8 detected detect VBN cord-029031-jtdc9a7w 70 9 in in IN cord-029031-jtdc9a7w 70 10 an an DT cord-029031-jtdc9a7w 70 11 image image NN cord-029031-jtdc9a7w 70 12 or or CC cord-029031-jtdc9a7w 70 13 video video NN cord-029031-jtdc9a7w 70 14 , , , cord-029031-jtdc9a7w 70 15 facial facial JJ cord-029031-jtdc9a7w 70 16 landmarks landmark NNS cord-029031-jtdc9a7w 70 17 such such JJ cord-029031-jtdc9a7w 70 18 as as IN cord-029031-jtdc9a7w 70 19 the the DT cord-029031-jtdc9a7w 70 20 position position NN cord-029031-jtdc9a7w 70 21 of of IN cord-029031-jtdc9a7w 70 22 eyes eye NNS cord-029031-jtdc9a7w 70 23 , , , cord-029031-jtdc9a7w 70 24 and and CC cord-029031-jtdc9a7w 70 25 detected detect VBN cord-029031-jtdc9a7w 70 26 emotions emotion NNS cord-029031-jtdc9a7w 70 27 such such JJ cord-029031-jtdc9a7w 70 28 as as IN cord-029031-jtdc9a7w 70 29 happy happy JJ cord-029031-jtdc9a7w 70 30 or or CC cord-029031-jtdc9a7w 70 31 sad sad JJ cord-029031-jtdc9a7w 70 32 . . . cord-029031-jtdc9a7w 71 1 Moreover moreover RB cord-029031-jtdc9a7w 71 2 , , , cord-029031-jtdc9a7w 71 3 some some DT cord-029031-jtdc9a7w 71 4 software software NN cord-029031-jtdc9a7w 71 5 have have VBP cord-029031-jtdc9a7w 71 6 provided provide VBN cord-029031-jtdc9a7w 71 7 face face NN cord-029031-jtdc9a7w 71 8 searching search VBG cord-029031-jtdc9a7w 71 9 function function NN cord-029031-jtdc9a7w 71 10 which which WDT cord-029031-jtdc9a7w 71 11 is be VBZ cord-029031-jtdc9a7w 71 12 indexed index VBN cord-029031-jtdc9a7w 71 13 into into IN cord-029031-jtdc9a7w 71 14 a a DT cord-029031-jtdc9a7w 71 15 collection collection NN cord-029031-jtdc9a7w 71 16 of of IN cord-029031-jtdc9a7w 71 17 faces face NNS cord-029031-jtdc9a7w 71 18 . . . cord-029031-jtdc9a7w 72 1 The the DT cord-029031-jtdc9a7w 72 2 software software NN cord-029031-jtdc9a7w 72 3 can can MD cord-029031-jtdc9a7w 72 4 then then RB cord-029031-jtdc9a7w 72 5 be be VB cord-029031-jtdc9a7w 72 6 matched match VBN cord-029031-jtdc9a7w 72 7 with with IN cord-029031-jtdc9a7w 72 8 faces face NNS cord-029031-jtdc9a7w 72 9 detected detect VBN cord-029031-jtdc9a7w 72 10 in in IN cord-029031-jtdc9a7w 72 11 images image NNS cord-029031-jtdc9a7w 72 12 , , , cord-029031-jtdc9a7w 72 13 stored store VBN cord-029031-jtdc9a7w 72 14 videos video NNS cord-029031-jtdc9a7w 72 15 , , , cord-029031-jtdc9a7w 72 16 and and CC cord-029031-jtdc9a7w 72 17 streaming stream VBG cord-029031-jtdc9a7w 72 18 video video NN cord-029031-jtdc9a7w 72 19 . . . cord-029031-jtdc9a7w 73 1 Particularly particularly RB cord-029031-jtdc9a7w 73 2 , , , cord-029031-jtdc9a7w 73 3 some some DT cord-029031-jtdc9a7w 73 4 software software NN cord-029031-jtdc9a7w 73 5 can can MD cord-029031-jtdc9a7w 73 6 identify identify VB cord-029031-jtdc9a7w 73 7 the the DT cord-029031-jtdc9a7w 73 8 celebrities celebrity NNS cord-029031-jtdc9a7w 73 9 in in IN cord-029031-jtdc9a7w 73 10 images image NNS cord-029031-jtdc9a7w 73 11 and and CC cord-029031-jtdc9a7w 73 12 stored store VBN cord-029031-jtdc9a7w 73 13 videos video NNS cord-029031-jtdc9a7w 73 14 . . . cord-029031-jtdc9a7w 74 1 Fourthly fourthly RB cord-029031-jtdc9a7w 74 2 , , , cord-029031-jtdc9a7w 74 3 People People NNS cord-029031-jtdc9a7w 74 4 Paths path NNS cord-029031-jtdc9a7w 74 5 : : : cord-029031-jtdc9a7w 74 6 the the DT cord-029031-jtdc9a7w 74 7 software software NN cord-029031-jtdc9a7w 74 8 can can MD cord-029031-jtdc9a7w 74 9 track track VB cord-029031-jtdc9a7w 74 10 the the DT cord-029031-jtdc9a7w 74 11 paths path NNS cord-029031-jtdc9a7w 74 12 of of IN cord-029031-jtdc9a7w 74 13 people people NNS cord-029031-jtdc9a7w 74 14 detected detect VBN cord-029031-jtdc9a7w 74 15 in in IN cord-029031-jtdc9a7w 74 16 a a DT cord-029031-jtdc9a7w 74 17 stored store VBN cord-029031-jtdc9a7w 74 18 video video NN cord-029031-jtdc9a7w 74 19 . . . cord-029031-jtdc9a7w 75 1 Some some DT cord-029031-jtdc9a7w 75 2 software software NN cord-029031-jtdc9a7w 75 3 provides provide VBZ cord-029031-jtdc9a7w 75 4 path path NN cord-029031-jtdc9a7w 75 5 tracking tracking NN cord-029031-jtdc9a7w 75 6 , , , cord-029031-jtdc9a7w 75 7 face face NN cord-029031-jtdc9a7w 75 8 details detail NNS cord-029031-jtdc9a7w 75 9 , , , cord-029031-jtdc9a7w 75 10 and and CC cord-029031-jtdc9a7w 75 11 in in IN cord-029031-jtdc9a7w 75 12 - - HYPH cord-029031-jtdc9a7w 75 13 frame frame NN cord-029031-jtdc9a7w 75 14 location location NN cord-029031-jtdc9a7w 75 15 information information NN cord-029031-jtdc9a7w 75 16 for for IN cord-029031-jtdc9a7w 75 17 people people NNS cord-029031-jtdc9a7w 75 18 detected detect VBN cord-029031-jtdc9a7w 75 19 in in IN cord-029031-jtdc9a7w 75 20 a a DT cord-029031-jtdc9a7w 75 21 video video NN cord-029031-jtdc9a7w 75 22 . . . cord-029031-jtdc9a7w 76 1 Fifthly fifthly RB cord-029031-jtdc9a7w 76 2 , , , cord-029031-jtdc9a7w 76 3 Text Text NNP cord-029031-jtdc9a7w 76 4 Detection detection NN cord-029031-jtdc9a7w 76 5 : : : cord-029031-jtdc9a7w 76 6 the the DT cord-029031-jtdc9a7w 76 7 software software NN cord-029031-jtdc9a7w 76 8 can can MD cord-029031-jtdc9a7w 76 9 detect detect VB cord-029031-jtdc9a7w 76 10 text text NN cord-029031-jtdc9a7w 76 11 in in IN cord-029031-jtdc9a7w 76 12 images image NNS cord-029031-jtdc9a7w 76 13 and and CC cord-029031-jtdc9a7w 76 14 convert convert VB cord-029031-jtdc9a7w 76 15 it -PRON- PRP cord-029031-jtdc9a7w 76 16 into into IN cord-029031-jtdc9a7w 76 17 machine machine NN cord-029031-jtdc9a7w 76 18 - - HYPH cord-029031-jtdc9a7w 76 19 readable readable JJ cord-029031-jtdc9a7w 76 20 text text NN cord-029031-jtdc9a7w 76 21 . . . cord-029031-jtdc9a7w 77 1 This this DT cord-029031-jtdc9a7w 77 2 allows allow VBZ cord-029031-jtdc9a7w 77 3 the the DT cord-029031-jtdc9a7w 77 4 analysis analysis NN cord-029031-jtdc9a7w 77 5 is be VBZ cord-029031-jtdc9a7w 77 6 further far RBR cord-029031-jtdc9a7w 77 7 applied apply VBN cord-029031-jtdc9a7w 77 8 in in IN cord-029031-jtdc9a7w 77 9 other other JJ cord-029031-jtdc9a7w 77 10 systems system NNS cord-029031-jtdc9a7w 77 11 . . . cord-029031-jtdc9a7w 78 1 Sixthly sixthly RB cord-029031-jtdc9a7w 78 2 , , , cord-029031-jtdc9a7w 78 3 Unsafe Unsafe NNP cord-029031-jtdc9a7w 78 4 Content Content NNP cord-029031-jtdc9a7w 78 5 : : : cord-029031-jtdc9a7w 78 6 the the DT cord-029031-jtdc9a7w 78 7 software software NN cord-029031-jtdc9a7w 78 8 can can MD cord-029031-jtdc9a7w 78 9 identify identify VB cord-029031-jtdc9a7w 78 10 images image NNS cord-029031-jtdc9a7w 78 11 or or CC cord-029031-jtdc9a7w 78 12 videos video NNS cord-029031-jtdc9a7w 78 13 for for IN cord-029031-jtdc9a7w 78 14 adult adult NN cord-029031-jtdc9a7w 78 15 and and CC cord-029031-jtdc9a7w 78 16 with with IN cord-029031-jtdc9a7w 78 17 violent violent JJ cord-029031-jtdc9a7w 78 18 content content NN cord-029031-jtdc9a7w 78 19 . . . cord-029031-jtdc9a7w 79 1 To to TO cord-029031-jtdc9a7w 79 2 support support VB cord-029031-jtdc9a7w 79 3 the the DT cord-029031-jtdc9a7w 79 4 evaluation evaluation NN cord-029031-jtdc9a7w 79 5 of of IN cord-029031-jtdc9a7w 79 6 activities activity NNS cord-029031-jtdc9a7w 79 7 during during IN cord-029031-jtdc9a7w 79 8 active active JJ cord-029031-jtdc9a7w 79 9 learning learning NN cord-029031-jtdc9a7w 79 10 , , , cord-029031-jtdc9a7w 79 11 we -PRON- PRP cord-029031-jtdc9a7w 79 12 proposed propose VBD cord-029031-jtdc9a7w 79 13 a a DT cord-029031-jtdc9a7w 79 14 tool tool NN cord-029031-jtdc9a7w 79 15 to to TO cord-029031-jtdc9a7w 79 16 facilitate facilitate VB cord-029031-jtdc9a7w 79 17 instructors instructor NNS cord-029031-jtdc9a7w 79 18 to to TO cord-029031-jtdc9a7w 79 19 evaluate evaluate VB cord-029031-jtdc9a7w 79 20 the the DT cord-029031-jtdc9a7w 79 21 performance performance NN cord-029031-jtdc9a7w 79 22 and and CC cord-029031-jtdc9a7w 79 23 competency competency NN cord-029031-jtdc9a7w 79 24 of of IN cord-029031-jtdc9a7w 79 25 learners learner NNS cord-029031-jtdc9a7w 79 26 . . . cord-029031-jtdc9a7w 80 1 The the DT cord-029031-jtdc9a7w 80 2 prototype prototype NN cord-029031-jtdc9a7w 80 3 tool tool NN cord-029031-jtdc9a7w 80 4 is be VBZ cord-029031-jtdc9a7w 80 5 developed develop VBN cord-029031-jtdc9a7w 80 6 . . . cord-029031-jtdc9a7w 81 1 It -PRON- PRP cord-029031-jtdc9a7w 81 2 can can MD cord-029031-jtdc9a7w 81 3 analyze analyze VB cord-029031-jtdc9a7w 81 4 images image NNS cord-029031-jtdc9a7w 81 5 that that WDT cord-029031-jtdc9a7w 81 6 are be VBP cord-029031-jtdc9a7w 81 7 supplied supply VBN cord-029031-jtdc9a7w 81 8 as as IN cord-029031-jtdc9a7w 81 9 image image NN cord-029031-jtdc9a7w 81 10 bytes byte NNS cord-029031-jtdc9a7w 81 11 or or CC cord-029031-jtdc9a7w 81 12 images image NNS cord-029031-jtdc9a7w 81 13 stored store VBN cord-029031-jtdc9a7w 81 14 in in IN cord-029031-jtdc9a7w 81 15 a a DT cord-029031-jtdc9a7w 81 16 source source NN cord-029031-jtdc9a7w 81 17 folder folder NN cord-029031-jtdc9a7w 81 18 . . . cord-029031-jtdc9a7w 82 1 As as IN cord-029031-jtdc9a7w 82 2 shown show VBN cord-029031-jtdc9a7w 82 3 in in IN cord-029031-jtdc9a7w 82 4 the the DT cord-029031-jtdc9a7w 82 5 figure figure NN cord-029031-jtdc9a7w 82 6 , , , cord-029031-jtdc9a7w 82 7 a a DT cord-029031-jtdc9a7w 82 8 part part NN cord-029031-jtdc9a7w 82 9 of of IN cord-029031-jtdc9a7w 82 10 source source NN cord-029031-jtdc9a7w 82 11 code code NN cord-029031-jtdc9a7w 82 12 allows allow VBZ cord-029031-jtdc9a7w 82 13 a a DT cord-029031-jtdc9a7w 82 14 user user NN cord-029031-jtdc9a7w 82 15 to to TO cord-029031-jtdc9a7w 82 16 choose choose VB cord-029031-jtdc9a7w 82 17 an an DT cord-029031-jtdc9a7w 82 18 image image NN cord-029031-jtdc9a7w 82 19 and and CC cord-029031-jtdc9a7w 82 20 view view VB cord-029031-jtdc9a7w 82 21 the the DT cord-029031-jtdc9a7w 82 22 estimated estimate VBN cord-029031-jtdc9a7w 82 23 ages age NNS cord-029031-jtdc9a7w 82 24 of of IN cord-029031-jtdc9a7w 82 25 faces face NNS cord-029031-jtdc9a7w 82 26 that that WDT cord-029031-jtdc9a7w 82 27 are be VBP cord-029031-jtdc9a7w 82 28 detected detect VBN cord-029031-jtdc9a7w 82 29 in in IN cord-029031-jtdc9a7w 82 30 the the DT cord-029031-jtdc9a7w 82 31 image image NN cord-029031-jtdc9a7w 82 32 . . . cord-029031-jtdc9a7w 83 1 The the DT cord-029031-jtdc9a7w 83 2 chosen choose VBN cord-029031-jtdc9a7w 83 3 image image NN cord-029031-jtdc9a7w 83 4 is be VBZ cord-029031-jtdc9a7w 83 5 loaded load VBN cord-029031-jtdc9a7w 83 6 by by IN cord-029031-jtdc9a7w 83 7 using use VBG cord-029031-jtdc9a7w 83 8 the the DT cord-029031-jtdc9a7w 83 9 displaying display VBG cord-029031-jtdc9a7w 83 10 the the DT cord-029031-jtdc9a7w 83 11 image image NN cord-029031-jtdc9a7w 83 12 . . . cord-029031-jtdc9a7w 84 1 This this DT cord-029031-jtdc9a7w 84 2 example example NN cord-029031-jtdc9a7w 84 3 shows show VBZ cord-029031-jtdc9a7w 84 4 how how WRB cord-029031-jtdc9a7w 84 5 to to TO cord-029031-jtdc9a7w 84 6 unencode unencode VB cord-029031-jtdc9a7w 84 7 the the DT cord-029031-jtdc9a7w 84 8 loaded loaded JJ cord-029031-jtdc9a7w 84 9 image image NN cord-029031-jtdc9a7w 84 10 bytes byte NNS cord-029031-jtdc9a7w 84 11 . . . cord-029031-jtdc9a7w 85 1 The the DT cord-029031-jtdc9a7w 85 2 program program NN cord-029031-jtdc9a7w 85 3 then then RB cord-029031-jtdc9a7w 85 4 estimated estimate VBD cord-029031-jtdc9a7w 85 5 orientation orientation NN cord-029031-jtdc9a7w 85 6 of of IN cord-029031-jtdc9a7w 85 7 an an DT cord-029031-jtdc9a7w 85 8 image image NN cord-029031-jtdc9a7w 85 9 and and CC cord-029031-jtdc9a7w 85 10 to to TO cord-029031-jtdc9a7w 85 11 translate translate VB cord-029031-jtdc9a7w 85 12 bounding bound VBG cord-029031-jtdc9a7w 85 13 box box NN cord-029031-jtdc9a7w 85 14 coordinates coordinate NNS cord-029031-jtdc9a7w 85 15 . . . cord-029031-jtdc9a7w 86 1 An an DT cord-029031-jtdc9a7w 86 2 image image NN cord-029031-jtdc9a7w 86 3 is be VBZ cord-029031-jtdc9a7w 86 4 loaded load VBN cord-029031-jtdc9a7w 86 5 and and CC cord-029031-jtdc9a7w 86 6 its -PRON- PRP$ cord-029031-jtdc9a7w 86 7 height height NN cord-029031-jtdc9a7w 86 8 and and CC cord-029031-jtdc9a7w 86 9 width width NN cord-029031-jtdc9a7w 86 10 are be VBP cord-029031-jtdc9a7w 86 11 determined determined JJ cord-029031-jtdc9a7w 86 12 . . . cord-029031-jtdc9a7w 87 1 The the DT cord-029031-jtdc9a7w 87 2 bounding bound VBG cord-029031-jtdc9a7w 87 3 box box NN cord-029031-jtdc9a7w 87 4 coordinates coordinate NNS cord-029031-jtdc9a7w 87 5 of of IN cord-029031-jtdc9a7w 87 6 the the DT cord-029031-jtdc9a7w 87 7 face face NN cord-029031-jtdc9a7w 87 8 for for IN cord-029031-jtdc9a7w 87 9 the the DT cord-029031-jtdc9a7w 87 10 rotated rotate VBN cord-029031-jtdc9a7w 87 11 image image NN cord-029031-jtdc9a7w 87 12 . . . cord-029031-jtdc9a7w 88 1 The the DT cord-029031-jtdc9a7w 88 2 program program NN cord-029031-jtdc9a7w 88 3 is be VBZ cord-029031-jtdc9a7w 88 4 implemented implement VBN cord-029031-jtdc9a7w 88 5 with with IN cord-029031-jtdc9a7w 88 6 JavaScript JavaScript NNP cord-029031-jtdc9a7w 88 7 and and CC cord-029031-jtdc9a7w 88 8 JSON JSON NNP cord-029031-jtdc9a7w 88 9 . . . cord-029031-jtdc9a7w 89 1 Particularly particularly RB cord-029031-jtdc9a7w 89 2 , , , cord-029031-jtdc9a7w 89 3 it -PRON- PRP cord-029031-jtdc9a7w 89 4 encompasses encompass VBZ cord-029031-jtdc9a7w 89 5 the the DT cord-029031-jtdc9a7w 89 6 Amazon Amazon NNP cord-029031-jtdc9a7w 89 7 web web NN cord-029031-jtdc9a7w 89 8 service service NN cord-029031-jtdc9a7w 89 9 [ [ -LRB- cord-029031-jtdc9a7w 89 10 7 7 CD cord-029031-jtdc9a7w 89 11 ] ] -RRB- cord-029031-jtdc9a7w 89 12 which which WDT cord-029031-jtdc9a7w 89 13 provides provide VBZ cord-029031-jtdc9a7w 89 14 a a DT cord-029031-jtdc9a7w 89 15 function function NN cord-029031-jtdc9a7w 89 16 of of IN cord-029031-jtdc9a7w 89 17 image image NN cord-029031-jtdc9a7w 89 18 recognition recognition NN cord-029031-jtdc9a7w 89 19 . . . cord-029031-jtdc9a7w 90 1 The the DT cord-029031-jtdc9a7w 90 2 steps step NNS cord-029031-jtdc9a7w 90 3 to to TO cord-029031-jtdc9a7w 90 4 execute execute VB cord-029031-jtdc9a7w 90 5 the the DT cord-029031-jtdc9a7w 90 6 program program NN cord-029031-jtdc9a7w 90 7 are be VBP cord-029031-jtdc9a7w 90 8 : : : cord-029031-jtdc9a7w 90 9 i i LS cord-029031-jtdc9a7w 90 10 ) ) -RRB- cord-029031-jtdc9a7w 90 11 provide provide VBP cord-029031-jtdc9a7w 90 12 photos photo NNS cord-029031-jtdc9a7w 90 13 capturing capture VBG cord-029031-jtdc9a7w 90 14 the the DT cord-029031-jtdc9a7w 90 15 activities activity NNS cord-029031-jtdc9a7w 90 16 in in IN cord-029031-jtdc9a7w 90 17 the the DT cord-029031-jtdc9a7w 90 18 classroom classroom NN cord-029031-jtdc9a7w 90 19 in in IN cord-029031-jtdc9a7w 90 20 the the DT cord-029031-jtdc9a7w 90 21 images image NNS cord-029031-jtdc9a7w 90 22 folder folder NN cord-029031-jtdc9a7w 90 23 . . . cord-029031-jtdc9a7w 91 1 ii ii LS cord-029031-jtdc9a7w 91 2 ) ) -RRB- cord-029031-jtdc9a7w 91 3 provide provide VBP cord-029031-jtdc9a7w 91 4 photos photo NNS cord-029031-jtdc9a7w 91 5 of of IN cord-029031-jtdc9a7w 91 6 each each DT cord-029031-jtdc9a7w 91 7 student student NN cord-029031-jtdc9a7w 91 8 in in IN cord-029031-jtdc9a7w 91 9 the the DT cord-029031-jtdc9a7w 91 10 classroom classroom NN cord-029031-jtdc9a7w 91 11 in in IN cord-029031-jtdc9a7w 91 12 the the DT cord-029031-jtdc9a7w 91 13 ref ref NN cord-029031-jtdc9a7w 91 14 folder folder NN cord-029031-jtdc9a7w 91 15 . . . cord-029031-jtdc9a7w 92 1 iii iii LS cord-029031-jtdc9a7w 92 2 ) ) -RRB- cord-029031-jtdc9a7w 93 1 execute execute VB cord-029031-jtdc9a7w 93 2 the the DT cord-029031-jtdc9a7w 93 3 program program NN cord-029031-jtdc9a7w 93 4 , , , cord-029031-jtdc9a7w 93 5 entitled entitle VBN cord-029031-jtdc9a7w 93 6 node node NN cord-029031-jtdc9a7w 93 7 ; ; : cord-029031-jtdc9a7w 93 8 which which WDT cord-029031-jtdc9a7w 93 9 implements implement VBZ cord-029031-jtdc9a7w 93 10 the the DT cord-029031-jtdc9a7w 93 11 algorithm algorithm NN cord-029031-jtdc9a7w 93 12 as as IN cord-029031-jtdc9a7w 93 13 shown show VBN cord-029031-jtdc9a7w 93 14 in in IN cord-029031-jtdc9a7w 93 15 Figs Figs NNPS cord-029031-jtdc9a7w 93 16 . . . cord-029031-jtdc9a7w 94 1 1 1 CD cord-029031-jtdc9a7w 94 2 and and CC cord-029031-jtdc9a7w 94 3 2 2 CD cord-029031-jtdc9a7w 94 4 . . . cord-029031-jtdc9a7w 94 5 iv iv LS cord-029031-jtdc9a7w 94 6 ) ) -RRB- cord-029031-jtdc9a7w 95 1 the the DT cord-029031-jtdc9a7w 95 2 program program NN cord-029031-jtdc9a7w 95 3 calls call VBZ cord-029031-jtdc9a7w 95 4 the the DT cord-029031-jtdc9a7w 95 5 web web NN cord-029031-jtdc9a7w 95 6 services service NNS cord-029031-jtdc9a7w 95 7 of of IN cord-029031-jtdc9a7w 95 8 face face NN cord-029031-jtdc9a7w 95 9 recognition recognition NN cord-029031-jtdc9a7w 95 10 to to TO cord-029031-jtdc9a7w 95 11 identify identify VB cord-029031-jtdc9a7w 95 12 the the DT cord-029031-jtdc9a7w 95 13 picture picture NN cord-029031-jtdc9a7w 95 14 of of IN cord-029031-jtdc9a7w 95 15 a a DT cord-029031-jtdc9a7w 95 16 face face NN cord-029031-jtdc9a7w 95 17 . . . cord-029031-jtdc9a7w 96 1 Particularly particularly RB cord-029031-jtdc9a7w 96 2 , , , cord-029031-jtdc9a7w 96 3 the the DT cord-029031-jtdc9a7w 96 4 photos photo NNS cord-029031-jtdc9a7w 96 5 including include VBG cord-029031-jtdc9a7w 96 6 students student NNS cord-029031-jtdc9a7w 96 7 in in IN cord-029031-jtdc9a7w 96 8 various various JJ cord-029031-jtdc9a7w 96 9 gesture gesture NN cord-029031-jtdc9a7w 96 10 are be VBP cord-029031-jtdc9a7w 96 11 computed compute VBN cord-029031-jtdc9a7w 96 12 . . . cord-029031-jtdc9a7w 97 1 When when WRB cord-029031-jtdc9a7w 97 2 single single JJ cord-029031-jtdc9a7w 97 3 facial facial JJ cord-029031-jtdc9a7w 97 4 features feature NNS cord-029031-jtdc9a7w 97 5 are be VBP cord-029031-jtdc9a7w 97 6 identified identify VBN cord-029031-jtdc9a7w 97 7 , , , cord-029031-jtdc9a7w 97 8 the the DT cord-029031-jtdc9a7w 97 9 face face NN cord-029031-jtdc9a7w 97 10 features feature NNS cord-029031-jtdc9a7w 97 11 are be VBP cord-029031-jtdc9a7w 97 12 determined determine VBN cord-029031-jtdc9a7w 97 13 comparing compare VBG cord-029031-jtdc9a7w 97 14 with with IN cord-029031-jtdc9a7w 97 15 the the DT cord-029031-jtdc9a7w 97 16 individual individual JJ cord-029031-jtdc9a7w 97 17 photos photo NNS cord-029031-jtdc9a7w 97 18 . . . cord-029031-jtdc9a7w 98 1 The the DT cord-029031-jtdc9a7w 98 2 overall overall JJ cord-029031-jtdc9a7w 98 3 configuration configuration NN cord-029031-jtdc9a7w 98 4 can can MD cord-029031-jtdc9a7w 98 5 be be VB cord-029031-jtdc9a7w 98 6 described describe VBN cord-029031-jtdc9a7w 98 7 by by IN cord-029031-jtdc9a7w 98 8 a a DT cord-029031-jtdc9a7w 98 9 vector vector NN cord-029031-jtdc9a7w 98 10 representing represent VBG cord-029031-jtdc9a7w 98 11 the the DT cord-029031-jtdc9a7w 98 12 position position NN cord-029031-jtdc9a7w 98 13 an an DT cord-029031-jtdc9a7w 98 14 size size NN cord-029031-jtdc9a7w 98 15 of of IN cord-029031-jtdc9a7w 98 16 the the DT cord-029031-jtdc9a7w 98 17 main main JJ cord-029031-jtdc9a7w 98 18 facial facial JJ cord-029031-jtdc9a7w 98 19 features feature NNS cord-029031-jtdc9a7w 98 20 , , , cord-029031-jtdc9a7w 98 21 such such JJ cord-029031-jtdc9a7w 98 22 as as IN cord-029031-jtdc9a7w 98 23 eyes eye NNS cord-029031-jtdc9a7w 98 24 and and CC cord-029031-jtdc9a7w 98 25 eyebrows eyebrow NNS cord-029031-jtdc9a7w 98 26 , , , cord-029031-jtdc9a7w 98 27 nose nose NN cord-029031-jtdc9a7w 98 28 , , , cord-029031-jtdc9a7w 98 29 mouth mouth NN cord-029031-jtdc9a7w 98 30 , , , cord-029031-jtdc9a7w 98 31 and and CC cord-029031-jtdc9a7w 98 32 the the DT cord-029031-jtdc9a7w 98 33 shape shape NN cord-029031-jtdc9a7w 98 34 of of IN cord-029031-jtdc9a7w 98 35 face face NN cord-029031-jtdc9a7w 98 36 outline outline NN cord-029031-jtdc9a7w 98 37 . . . cord-029031-jtdc9a7w 99 1 And and CC cord-029031-jtdc9a7w 99 2 v v LS cord-029031-jtdc9a7w 99 3 ) ) -RRB- cord-029031-jtdc9a7w 99 4 the the DT cord-029031-jtdc9a7w 99 5 feature feature NN cord-029031-jtdc9a7w 99 6 matching match VBG cord-029031-jtdc9a7w 99 7 based base VBN cord-029031-jtdc9a7w 99 8 on on IN cord-029031-jtdc9a7w 99 9 measured measure VBN cord-029031-jtdc9a7w 99 10 distances distance NNS cord-029031-jtdc9a7w 99 11 between between IN cord-029031-jtdc9a7w 99 12 features feature NNS cord-029031-jtdc9a7w 99 13 will will MD cord-029031-jtdc9a7w 99 14 be be VB cord-029031-jtdc9a7w 99 15 then then RB cord-029031-jtdc9a7w 99 16 concluded conclude VBN cord-029031-jtdc9a7w 99 17 . . . cord-029031-jtdc9a7w 100 1 The the DT cord-029031-jtdc9a7w 100 2 sets set NNS cord-029031-jtdc9a7w 100 3 of of IN cord-029031-jtdc9a7w 100 4 photos photo NNS cord-029031-jtdc9a7w 100 5 for for IN cord-029031-jtdc9a7w 100 6 each each DT cord-029031-jtdc9a7w 100 7 student student NN cord-029031-jtdc9a7w 100 8 are be VBP cord-029031-jtdc9a7w 100 9 created create VBN cord-029031-jtdc9a7w 100 10 . . . cord-029031-jtdc9a7w 100 11 _SP cord-029031-jtdc9a7w 101 1 To to TO cord-029031-jtdc9a7w 101 2 work work VB cord-029031-jtdc9a7w 101 3 with with IN cord-029031-jtdc9a7w 101 4 the the DT cord-029031-jtdc9a7w 101 5 program program NN cord-029031-jtdc9a7w 101 6 , , , cord-029031-jtdc9a7w 101 7 an an DT cord-029031-jtdc9a7w 101 8 instructor instructor NN cord-029031-jtdc9a7w 101 9 has have VBZ cord-029031-jtdc9a7w 101 10 to to TO cord-029031-jtdc9a7w 101 11 capture capture VB cord-029031-jtdc9a7w 101 12 photos photo NNS cord-029031-jtdc9a7w 101 13 during during IN cord-029031-jtdc9a7w 101 14 activities activity NNS cord-029031-jtdc9a7w 101 15 of of IN cord-029031-jtdc9a7w 101 16 active active JJ cord-029031-jtdc9a7w 101 17 learning learning NN cord-029031-jtdc9a7w 101 18 in in IN cord-029031-jtdc9a7w 101 19 a a DT cord-029031-jtdc9a7w 101 20 classroom classroom NN cord-029031-jtdc9a7w 101 21 . . . cord-029031-jtdc9a7w 102 1 The the DT cord-029031-jtdc9a7w 102 2 photos photo NNS cord-029031-jtdc9a7w 102 3 then then RB cord-029031-jtdc9a7w 102 4 become become VBP cord-029031-jtdc9a7w 102 5 resources resource NNS cord-029031-jtdc9a7w 102 6 for for IN cord-029031-jtdc9a7w 102 7 the the DT cord-029031-jtdc9a7w 102 8 program program NN cord-029031-jtdc9a7w 102 9 . . . cord-029031-jtdc9a7w 103 1 As as IN cord-029031-jtdc9a7w 103 2 shown show VBN cord-029031-jtdc9a7w 103 3 in in IN cord-029031-jtdc9a7w 103 4 Fig Fig NNP cord-029031-jtdc9a7w 103 5 . . . cord-029031-jtdc9a7w 104 1 3 3 LS cord-029031-jtdc9a7w 104 2 , , , cord-029031-jtdc9a7w 104 3 the the DT cord-029031-jtdc9a7w 104 4 photos photo NNS cord-029031-jtdc9a7w 104 5 are be VBP cord-029031-jtdc9a7w 104 6 taken take VBN cord-029031-jtdc9a7w 104 7 during during IN cord-029031-jtdc9a7w 104 8 the the DT cord-029031-jtdc9a7w 104 9 activities activity NNS cord-029031-jtdc9a7w 104 10 in in IN cord-029031-jtdc9a7w 104 11 the the DT cord-029031-jtdc9a7w 104 12 classroom classroom NN cord-029031-jtdc9a7w 104 13 . . . cord-029031-jtdc9a7w 105 1 To to TO cord-029031-jtdc9a7w 105 2 evaluate evaluate VB cord-029031-jtdc9a7w 105 3 the the DT cord-029031-jtdc9a7w 105 4 prototype prototype NN cord-029031-jtdc9a7w 105 5 , , , cord-029031-jtdc9a7w 105 6 we -PRON- PRP cord-029031-jtdc9a7w 105 7 created create VBD cord-029031-jtdc9a7w 105 8 two two CD cord-029031-jtdc9a7w 105 9 scenarios scenario NNS cord-029031-jtdc9a7w 105 10 of of IN cord-029031-jtdc9a7w 105 11 classroom classroom NN cord-029031-jtdc9a7w 105 12 . . . cord-029031-jtdc9a7w 106 1 Firstly firstly RB cord-029031-jtdc9a7w 106 2 , , , cord-029031-jtdc9a7w 106 3 we -PRON- PRP cord-029031-jtdc9a7w 106 4 have have VBP cord-029031-jtdc9a7w 106 5 a a DT cord-029031-jtdc9a7w 106 6 classroom classroom NN cord-029031-jtdc9a7w 106 7 with with IN cord-029031-jtdc9a7w 106 8 54 54 CD cord-029031-jtdc9a7w 106 9 students student NNS cord-029031-jtdc9a7w 106 10 . . . cord-029031-jtdc9a7w 107 1 The the DT cord-029031-jtdc9a7w 107 2 class class NN cord-029031-jtdc9a7w 107 3 is be VBZ cord-029031-jtdc9a7w 107 4 run run VBN cord-029031-jtdc9a7w 107 5 based base VBN cord-029031-jtdc9a7w 107 6 on on IN cord-029031-jtdc9a7w 107 7 active active JJ cord-029031-jtdc9a7w 107 8 learning learning NN cord-029031-jtdc9a7w 107 9 . . . cord-029031-jtdc9a7w 108 1 Totally totally RB cord-029031-jtdc9a7w 108 2 , , , cord-029031-jtdc9a7w 108 3 the the DT cord-029031-jtdc9a7w 108 4 students student NNS cord-029031-jtdc9a7w 108 5 involved involve VBD cord-029031-jtdc9a7w 108 6 the the DT cord-029031-jtdc9a7w 108 7 class class NN cord-029031-jtdc9a7w 108 8 twelve twelve CD cord-029031-jtdc9a7w 108 9 hours hour NNS cord-029031-jtdc9a7w 108 10 . . . cord-029031-jtdc9a7w 109 1 The the DT cord-029031-jtdc9a7w 109 2 39 39 CD cord-029031-jtdc9a7w 109 3 photos photo NNS cord-029031-jtdc9a7w 109 4 are be VBP cord-029031-jtdc9a7w 109 5 captured capture VBN cord-029031-jtdc9a7w 109 6 during during IN cord-029031-jtdc9a7w 109 7 the the DT cord-029031-jtdc9a7w 109 8 activities activity NNS cord-029031-jtdc9a7w 109 9 . . . cord-029031-jtdc9a7w 110 1 Also also RB cord-029031-jtdc9a7w 110 2 , , , cord-029031-jtdc9a7w 110 3 the the DT cord-029031-jtdc9a7w 110 4 photos photo NNS cord-029031-jtdc9a7w 110 5 of of IN cord-029031-jtdc9a7w 110 6 each each DT cord-029031-jtdc9a7w 110 7 student student NN cord-029031-jtdc9a7w 110 8 are be VBP cord-029031-jtdc9a7w 110 9 provided provide VBN cord-029031-jtdc9a7w 110 10 . . . cord-029031-jtdc9a7w 111 1 As as IN cord-029031-jtdc9a7w 111 2 shown show VBN cord-029031-jtdc9a7w 111 3 in in IN cord-029031-jtdc9a7w 111 4 Fig Fig NNP cord-029031-jtdc9a7w 111 5 . . . cord-029031-jtdc9a7w 112 1 5 5 LS cord-029031-jtdc9a7w 112 2 , , , cord-029031-jtdc9a7w 112 3 the the DT cord-029031-jtdc9a7w 112 4 program program NN cord-029031-jtdc9a7w 112 5 computes compute VBZ cord-029031-jtdc9a7w 112 6 by by IN cord-029031-jtdc9a7w 112 7 analyzing analyze VBG cord-029031-jtdc9a7w 112 8 each each DT cord-029031-jtdc9a7w 112 9 picture picture NN cord-029031-jtdc9a7w 112 10 . . . cord-029031-jtdc9a7w 113 1 In in IN cord-029031-jtdc9a7w 113 2 particular particular JJ cord-029031-jtdc9a7w 113 3 , , , cord-029031-jtdc9a7w 113 4 it -PRON- PRP cord-029031-jtdc9a7w 113 5 detects detect VBZ cord-029031-jtdc9a7w 113 6 the the DT cord-029031-jtdc9a7w 113 7 face face NN cord-029031-jtdc9a7w 113 8 features feature NNS cord-029031-jtdc9a7w 113 9 of of IN cord-029031-jtdc9a7w 113 10 each each DT cord-029031-jtdc9a7w 113 11 student student NN cord-029031-jtdc9a7w 113 12 based base VBN cord-029031-jtdc9a7w 113 13 on on IN cord-029031-jtdc9a7w 113 14 reference reference NN cord-029031-jtdc9a7w 113 15 photos photo NNS cord-029031-jtdc9a7w 113 16 . . . cord-029031-jtdc9a7w 114 1 The the DT cord-029031-jtdc9a7w 114 2 program program NN cord-029031-jtdc9a7w 114 3 then then RB cord-029031-jtdc9a7w 114 4 create create VBP cord-029031-jtdc9a7w 114 5 a a DT cord-029031-jtdc9a7w 114 6 folder folder NN cord-029031-jtdc9a7w 114 7 of of IN cord-029031-jtdc9a7w 114 8 photos photo NNS cord-029031-jtdc9a7w 114 9 for for IN cord-029031-jtdc9a7w 114 10 each each DT cord-029031-jtdc9a7w 114 11 student student NN cord-029031-jtdc9a7w 114 12 as as IN cord-029031-jtdc9a7w 114 13 shown show VBN cord-029031-jtdc9a7w 114 14 in in IN cord-029031-jtdc9a7w 114 15 Fig Fig NNP cord-029031-jtdc9a7w 114 16 . . . cord-029031-jtdc9a7w 115 1 6 6 LS cord-029031-jtdc9a7w 115 2 . . . cord-029031-jtdc9a7w 116 1 For for IN cord-029031-jtdc9a7w 116 2 the the DT cord-029031-jtdc9a7w 116 3 first first JJ cord-029031-jtdc9a7w 116 4 scenario scenario NN cord-029031-jtdc9a7w 116 5 , , , cord-029031-jtdc9a7w 116 6 there there EX cord-029031-jtdc9a7w 116 7 are be VBP cord-029031-jtdc9a7w 116 8 54 54 CD cord-029031-jtdc9a7w 116 9 students student NNS cord-029031-jtdc9a7w 116 10 with with IN cord-029031-jtdc9a7w 116 11 39 39 CD cord-029031-jtdc9a7w 116 12 taken take VBN cord-029031-jtdc9a7w 116 13 photos photo NNS cord-029031-jtdc9a7w 116 14 . . . cord-029031-jtdc9a7w 117 1 54 54 CD cord-029031-jtdc9a7w 117 2 folders folder NNS cord-029031-jtdc9a7w 117 3 are be VBP cord-029031-jtdc9a7w 117 4 created create VBN cord-029031-jtdc9a7w 117 5 by by IN cord-029031-jtdc9a7w 117 6 the the DT cord-029031-jtdc9a7w 117 7 prototype prototype NN cord-029031-jtdc9a7w 117 8 . . . cord-029031-jtdc9a7w 118 1 The the DT cord-029031-jtdc9a7w 118 2 photos photo NNS cord-029031-jtdc9a7w 118 3 of of IN cord-029031-jtdc9a7w 118 4 each each DT cord-029031-jtdc9a7w 118 5 student student NN cord-029031-jtdc9a7w 118 6 are be VBP cord-029031-jtdc9a7w 118 7 detected detect VBN cord-029031-jtdc9a7w 118 8 based base VBN cord-029031-jtdc9a7w 118 9 on on IN cord-029031-jtdc9a7w 118 10 their -PRON- PRP$ cord-029031-jtdc9a7w 118 11 face face NN cord-029031-jtdc9a7w 118 12 features feature NNS cord-029031-jtdc9a7w 118 13 . . . cord-029031-jtdc9a7w 119 1 There there EX cord-029031-jtdc9a7w 119 2 are be VBP cord-029031-jtdc9a7w 119 3 51 51 CD cord-029031-jtdc9a7w 119 4 folders folder NNS cord-029031-jtdc9a7w 119 5 identified identify VBD cord-029031-jtdc9a7w 119 6 the the DT cord-029031-jtdc9a7w 119 7 student student NN cord-029031-jtdc9a7w 119 8 correctly correctly RB cord-029031-jtdc9a7w 119 9 100 100 CD cord-029031-jtdc9a7w 119 10 % % NN cord-029031-jtdc9a7w 119 11 . . . cord-029031-jtdc9a7w 120 1 Otherwise otherwise RB cord-029031-jtdc9a7w 120 2 , , , cord-029031-jtdc9a7w 120 3 recognition recognition NN cord-029031-jtdc9a7w 120 4 of of IN cord-029031-jtdc9a7w 120 5 other other JJ cord-029031-jtdc9a7w 120 6 3 3 CD cord-029031-jtdc9a7w 120 7 folders folder NNS cord-029031-jtdc9a7w 120 8 are be VBP cord-029031-jtdc9a7w 120 9 partly partly RB cord-029031-jtdc9a7w 120 10 incorrect incorrect JJ cord-029031-jtdc9a7w 120 11 . . . cord-029031-jtdc9a7w 121 1 One one CD cord-029031-jtdc9a7w 121 2 folder folder NN cord-029031-jtdc9a7w 121 3 included include VBD cord-029031-jtdc9a7w 121 4 1 1 CD cord-029031-jtdc9a7w 121 5 mismatched mismatched JJ cord-029031-jtdc9a7w 121 6 photo photo NN cord-029031-jtdc9a7w 121 7 . . . cord-029031-jtdc9a7w 122 1 Other other JJ cord-029031-jtdc9a7w 122 2 two two CD cord-029031-jtdc9a7w 122 3 folders folder NNS cord-029031-jtdc9a7w 122 4 includes include VBZ cord-029031-jtdc9a7w 122 5 2 2 CD cord-029031-jtdc9a7w 122 6 mismatched mismatched JJ cord-029031-jtdc9a7w 122 7 photos photo NNS cord-029031-jtdc9a7w 122 8 . . . cord-029031-jtdc9a7w 123 1 For for IN cord-029031-jtdc9a7w 123 2 the the DT cord-029031-jtdc9a7w 123 3 second second JJ cord-029031-jtdc9a7w 123 4 scenario scenario NN cord-029031-jtdc9a7w 123 5 , , , cord-029031-jtdc9a7w 123 6 there there EX cord-029031-jtdc9a7w 123 7 4 4 CD cord-029031-jtdc9a7w 123 8 learners learner NNS cord-029031-jtdc9a7w 123 9 with with IN cord-029031-jtdc9a7w 123 10 9 9 CD cord-029031-jtdc9a7w 123 11 photos photo NNS cord-029031-jtdc9a7w 123 12 taken take VBN cord-029031-jtdc9a7w 123 13 during during IN cord-029031-jtdc9a7w 123 14 the the DT cord-029031-jtdc9a7w 123 15 activities activity NNS cord-029031-jtdc9a7w 123 16 . . . cord-029031-jtdc9a7w 124 1 There there EX cord-029031-jtdc9a7w 124 2 are be VBP cord-029031-jtdc9a7w 124 3 four four CD cord-029031-jtdc9a7w 124 4 folders folder NNS cord-029031-jtdc9a7w 124 5 created create VBN cord-029031-jtdc9a7w 124 6 by by IN cord-029031-jtdc9a7w 124 7 the the DT cord-029031-jtdc9a7w 124 8 prototype prototype NN cord-029031-jtdc9a7w 124 9 . . . cord-029031-jtdc9a7w 125 1 The the DT cord-029031-jtdc9a7w 125 2 photos photo NNS cord-029031-jtdc9a7w 125 3 of of IN cord-029031-jtdc9a7w 125 4 each each DT cord-029031-jtdc9a7w 125 5 student student NN cord-029031-jtdc9a7w 125 6 are be VBP cord-029031-jtdc9a7w 125 7 detected detect VBN cord-029031-jtdc9a7w 125 8 based base VBN cord-029031-jtdc9a7w 125 9 on on IN cord-029031-jtdc9a7w 125 10 their -PRON- PRP$ cord-029031-jtdc9a7w 125 11 face face NN cord-029031-jtdc9a7w 125 12 features feature VBZ cord-029031-jtdc9a7w 125 13 completely completely RB cord-029031-jtdc9a7w 125 14 . . . cord-029031-jtdc9a7w 126 1 They -PRON- PRP cord-029031-jtdc9a7w 126 2 are be VBP cord-029031-jtdc9a7w 126 3 totally totally RB cord-029031-jtdc9a7w 126 4 corrected correct VBN cord-029031-jtdc9a7w 126 5 identified identify VBN cord-029031-jtdc9a7w 126 6 . . . cord-029031-jtdc9a7w 127 1 On on IN cord-029031-jtdc9a7w 127 2 average average JJ cord-029031-jtdc9a7w 127 3 , , , cord-029031-jtdc9a7w 127 4 the the DT cord-029031-jtdc9a7w 127 5 performance performance NN cord-029031-jtdc9a7w 127 6 of of IN cord-029031-jtdc9a7w 127 7 our -PRON- PRP$ cord-029031-jtdc9a7w 127 8 approach approach NN cord-029031-jtdc9a7w 127 9 in in IN cord-029031-jtdc9a7w 127 10 terms term NNS cord-029031-jtdc9a7w 127 11 of of IN cord-029031-jtdc9a7w 127 12 precision precision NN cord-029031-jtdc9a7w 127 13 measurements measurement NNS cord-029031-jtdc9a7w 127 14 in in IN cord-029031-jtdc9a7w 127 15 two two CD cord-029031-jtdc9a7w 127 16 scenarios scenario NNS cord-029031-jtdc9a7w 127 17 seems seem VBZ cord-029031-jtdc9a7w 127 18 to to TO cord-029031-jtdc9a7w 127 19 be be VB cord-029031-jtdc9a7w 127 20 consistently consistently RB cord-029031-jtdc9a7w 127 21 high high JJ cord-029031-jtdc9a7w 127 22 ( ( -LRB- cord-029031-jtdc9a7w 127 23 ranging range VBG cord-029031-jtdc9a7w 127 24 from from IN cord-029031-jtdc9a7w 127 25 94 94 CD cord-029031-jtdc9a7w 127 26 % % NN cord-029031-jtdc9a7w 127 27 to to TO cord-029031-jtdc9a7w 127 28 100 100 CD cord-029031-jtdc9a7w 127 29 % % NN cord-029031-jtdc9a7w 127 30 ) ) -RRB- cord-029031-jtdc9a7w 127 31 . . . cord-029031-jtdc9a7w 128 1 Our -PRON- PRP$ cord-029031-jtdc9a7w 128 2 research research NN cord-029031-jtdc9a7w 128 3 focuses focus VBZ cord-029031-jtdc9a7w 128 4 on on IN cord-029031-jtdc9a7w 128 5 how how WRB cord-029031-jtdc9a7w 128 6 to to TO cord-029031-jtdc9a7w 128 7 support support VB cord-029031-jtdc9a7w 128 8 the the DT cord-029031-jtdc9a7w 128 9 active active JJ cord-029031-jtdc9a7w 128 10 learning learning NN cord-029031-jtdc9a7w 128 11 approach approach NN cord-029031-jtdc9a7w 128 12 . . . cord-029031-jtdc9a7w 129 1 One one CD cord-029031-jtdc9a7w 129 2 of of IN cord-029031-jtdc9a7w 129 3 remaining remain VBG cord-029031-jtdc9a7w 129 4 issues issue NNS cord-029031-jtdc9a7w 129 5 is be VBZ cord-029031-jtdc9a7w 129 6 how how WRB cord-029031-jtdc9a7w 129 7 to to TO cord-029031-jtdc9a7w 129 8 evaluate evaluate VB cord-029031-jtdc9a7w 129 9 the the DT cord-029031-jtdc9a7w 129 10 performance performance NN cord-029031-jtdc9a7w 129 11 or or CC cord-029031-jtdc9a7w 129 12 participating participate VBG cord-029031-jtdc9a7w 129 13 of of IN cord-029031-jtdc9a7w 129 14 learners learner NNS cord-029031-jtdc9a7w 129 15 effectively effectively RB cord-029031-jtdc9a7w 129 16 . . . cord-029031-jtdc9a7w 130 1 Basically basically RB cord-029031-jtdc9a7w 130 2 , , , cord-029031-jtdc9a7w 130 3 recording record VBG cord-029031-jtdc9a7w 130 4 the the DT cord-029031-jtdc9a7w 130 5 details detail NNS cord-029031-jtdc9a7w 130 6 of of IN cord-029031-jtdc9a7w 130 7 students student NNS cord-029031-jtdc9a7w 130 8 ' ' POS cord-029031-jtdc9a7w 130 9 progress progress NN cord-029031-jtdc9a7w 130 10 is be VBZ cord-029031-jtdc9a7w 130 11 a a DT cord-029031-jtdc9a7w 130 12 clumsy clumsy JJ cord-029031-jtdc9a7w 130 13 and and CC cord-029031-jtdc9a7w 130 14 tedious tedious JJ cord-029031-jtdc9a7w 130 15 task task NN cord-029031-jtdc9a7w 130 16 . . . cord-029031-jtdc9a7w 131 1 Our -PRON- PRP$ cord-029031-jtdc9a7w 131 2 work work NN cord-029031-jtdc9a7w 131 3 here here RB cord-029031-jtdc9a7w 131 4 is be VBZ cord-029031-jtdc9a7w 131 5 to to TO cord-029031-jtdc9a7w 131 6 support support VB cord-029031-jtdc9a7w 131 7 the the DT cord-029031-jtdc9a7w 131 8 instructors instructor NNS cord-029031-jtdc9a7w 131 9 to to TO cord-029031-jtdc9a7w 131 10 evaluate evaluate VB cord-029031-jtdc9a7w 131 11 the the DT cord-029031-jtdc9a7w 131 12 performance performance NN cord-029031-jtdc9a7w 131 13 of of IN cord-029031-jtdc9a7w 131 14 their -PRON- PRP$ cord-029031-jtdc9a7w 131 15 students student NNS cord-029031-jtdc9a7w 131 16 . . . cord-029031-jtdc9a7w 132 1 The the DT cord-029031-jtdc9a7w 132 2 prototype prototype NN cord-029031-jtdc9a7w 132 3 tool tool NN cord-029031-jtdc9a7w 132 4 is be VBZ cord-029031-jtdc9a7w 132 5 implemented implement VBN cord-029031-jtdc9a7w 132 6 in in IN cord-029031-jtdc9a7w 132 7 JavaScript JavaScript NNP cord-029031-jtdc9a7w 132 8 in in IN cord-029031-jtdc9a7w 132 9 order order NN cord-029031-jtdc9a7w 132 10 to to TO cord-029031-jtdc9a7w 132 11 facilitate facilitate VB cord-029031-jtdc9a7w 132 12 the the DT cord-029031-jtdc9a7w 132 13 evaluation evaluation NN cord-029031-jtdc9a7w 132 14 of of IN cord-029031-jtdc9a7w 132 15 activities activity NNS cord-029031-jtdc9a7w 132 16 based base VBN cord-029031-jtdc9a7w 132 17 on on IN cord-029031-jtdc9a7w 132 18 an an DT cord-029031-jtdc9a7w 132 19 active active JJ cord-029031-jtdc9a7w 132 20 learning learning NN cord-029031-jtdc9a7w 132 21 class class NN cord-029031-jtdc9a7w 132 22 . . . cord-029031-jtdc9a7w 133 1 The the DT cord-029031-jtdc9a7w 133 2 tool tool NN cord-029031-jtdc9a7w 133 3 also also RB cord-029031-jtdc9a7w 133 4 encompasses encompass VBZ cord-029031-jtdc9a7w 133 5 the the DT cord-029031-jtdc9a7w 133 6 Amazon Amazon NNP cord-029031-jtdc9a7w 133 7 web web NN cord-029031-jtdc9a7w 133 8 service service NN cord-029031-jtdc9a7w 133 9 for for IN cord-029031-jtdc9a7w 133 10 a a DT cord-029031-jtdc9a7w 133 11 function function NN cord-029031-jtdc9a7w 133 12 of of IN cord-029031-jtdc9a7w 133 13 face face NN cord-029031-jtdc9a7w 133 14 feature feature NN cord-029031-jtdc9a7w 133 15 recognition recognition NN cord-029031-jtdc9a7w 133 16 . . . cord-029031-jtdc9a7w 134 1 The the DT cord-029031-jtdc9a7w 134 2 photos photo NNS cord-029031-jtdc9a7w 134 3 of of IN cord-029031-jtdc9a7w 134 4 students student NNS cord-029031-jtdc9a7w 134 5 during during IN cord-029031-jtdc9a7w 134 6 participating participate VBG cord-029031-jtdc9a7w 134 7 the the DT cord-029031-jtdc9a7w 134 8 activities activity NNS cord-029031-jtdc9a7w 134 9 in in IN cord-029031-jtdc9a7w 134 10 the the DT cord-029031-jtdc9a7w 134 11 classrooms classroom NNS cord-029031-jtdc9a7w 134 12 are be VBP cord-029031-jtdc9a7w 134 13 captured capture VBN cord-029031-jtdc9a7w 134 14 and and CC cord-029031-jtdc9a7w 134 15 the the DT cord-029031-jtdc9a7w 134 16 prototype prototype NN cord-029031-jtdc9a7w 134 17 tool tool NN cord-029031-jtdc9a7w 134 18 then then RB cord-029031-jtdc9a7w 134 19 generates generate VBZ cord-029031-jtdc9a7w 134 20 the the DT cord-029031-jtdc9a7w 134 21 folders folder NNS cord-029031-jtdc9a7w 134 22 of of IN cord-029031-jtdc9a7w 134 23 each each DT cord-029031-jtdc9a7w 134 24 student student NN cord-029031-jtdc9a7w 134 25 collecting collect VBG cord-029031-jtdc9a7w 134 26 only only RB cord-029031-jtdc9a7w 134 27 the the DT cord-029031-jtdc9a7w 134 28 student student NN cord-029031-jtdc9a7w 134 29 's 's POS cord-029031-jtdc9a7w 134 30 photos photo NNS cord-029031-jtdc9a7w 134 31 . . . cord-029031-jtdc9a7w 135 1 This this DT cord-029031-jtdc9a7w 135 2 assists assist VBZ cord-029031-jtdc9a7w 135 3 the the DT cord-029031-jtdc9a7w 135 4 instructors instructor NNS cord-029031-jtdc9a7w 135 5 to to TO cord-029031-jtdc9a7w 135 6 determine determine VB cord-029031-jtdc9a7w 135 7 the the DT cord-029031-jtdc9a7w 135 8 performance performance NN cord-029031-jtdc9a7w 135 9 and and CC cord-029031-jtdc9a7w 135 10 participating participate VBG cord-029031-jtdc9a7w 135 11 of of IN cord-029031-jtdc9a7w 135 12 each each DT cord-029031-jtdc9a7w 135 13 student student NN cord-029031-jtdc9a7w 135 14 . . . cord-029031-jtdc9a7w 136 1 They -PRON- PRP cord-029031-jtdc9a7w 136 2 then then RB cord-029031-jtdc9a7w 136 3 can can MD cord-029031-jtdc9a7w 136 4 evaluate evaluate VB cord-029031-jtdc9a7w 136 5 the the DT cord-029031-jtdc9a7w 136 6 students student NNS cord-029031-jtdc9a7w 136 7 ' ' POS cord-029031-jtdc9a7w 136 8 progress progress NN cord-029031-jtdc9a7w 136 9 more more RBR cord-029031-jtdc9a7w 136 10 effectively effectively RB cord-029031-jtdc9a7w 136 11 . . . cord-029031-jtdc9a7w 137 1 We -PRON- PRP cord-029031-jtdc9a7w 137 2 plan plan VBP cord-029031-jtdc9a7w 137 3 to to TO cord-029031-jtdc9a7w 137 4 create create VB cord-029031-jtdc9a7w 137 5 a a DT cord-029031-jtdc9a7w 137 6 larger large JJR cord-029031-jtdc9a7w 137 7 number number NN cord-029031-jtdc9a7w 137 8 of of IN cord-029031-jtdc9a7w 137 9 scenarios scenario NNS cord-029031-jtdc9a7w 137 10 which which WDT cord-029031-jtdc9a7w 137 11 involve involve VBP cord-029031-jtdc9a7w 137 12 different different JJ cord-029031-jtdc9a7w 137 13 class class NN cord-029031-jtdc9a7w 137 14 objectives objective NNS cord-029031-jtdc9a7w 137 15 . . . cord-029031-jtdc9a7w 138 1 It -PRON- PRP cord-029031-jtdc9a7w 138 2 is be VBZ cord-029031-jtdc9a7w 138 3 therefore therefore RB cord-029031-jtdc9a7w 138 4 believed believe VBN cord-029031-jtdc9a7w 138 5 that that IN cord-029031-jtdc9a7w 138 6 the the DT cord-029031-jtdc9a7w 138 7 approach approach NN cord-029031-jtdc9a7w 138 8 could could MD cord-029031-jtdc9a7w 138 9 be be VB cord-029031-jtdc9a7w 138 10 extended extend VBN cord-029031-jtdc9a7w 138 11 and and CC cord-029031-jtdc9a7w 138 12 enhanced enhance VBN cord-029031-jtdc9a7w 138 13 to to TO cord-029031-jtdc9a7w 138 14 support support VB cord-029031-jtdc9a7w 138 15 a a DT cord-029031-jtdc9a7w 138 16 better well JJR cord-029031-jtdc9a7w 138 17 way way NN cord-029031-jtdc9a7w 138 18 . . . cord-029031-jtdc9a7w 139 1 In in IN cord-029031-jtdc9a7w 139 2 addition addition NN cord-029031-jtdc9a7w 139 3 , , , cord-029031-jtdc9a7w 139 4 sophisticated sophisticated JJ cord-029031-jtdc9a7w 139 5 techniques technique NNS cord-029031-jtdc9a7w 139 6 for for IN cord-029031-jtdc9a7w 139 7 visualization visualization NN cord-029031-jtdc9a7w 139 8 could could MD cord-029031-jtdc9a7w 139 9 support support VB cord-029031-jtdc9a7w 139 10 the the DT cord-029031-jtdc9a7w 139 11 use use NN cord-029031-jtdc9a7w 139 12 of of IN cord-029031-jtdc9a7w 139 13 the the DT cord-029031-jtdc9a7w 139 14 prototype prototype NN cord-029031-jtdc9a7w 139 15 tool tool NN cord-029031-jtdc9a7w 139 16 more more RBR cord-029031-jtdc9a7w 139 17 efficiently efficiently RB cord-029031-jtdc9a7w 139 18 . . . cord-029031-jtdc9a7w 140 1 However however RB cord-029031-jtdc9a7w 140 2 , , , cord-029031-jtdc9a7w 140 3 the the DT cord-029031-jtdc9a7w 140 4 prototype prototype NN cord-029031-jtdc9a7w 140 5 tool tool NN cord-029031-jtdc9a7w 140 6 takes take VBZ cord-029031-jtdc9a7w 140 7 a a DT cord-029031-jtdc9a7w 140 8 long long JJ cord-029031-jtdc9a7w 140 9 time time NN cord-029031-jtdc9a7w 140 10 to to TO cord-029031-jtdc9a7w 140 11 be be VB cord-029031-jtdc9a7w 140 12 processed process VBN cord-029031-jtdc9a7w 140 13 depending depend VBG cord-029031-jtdc9a7w 140 14 on on IN cord-029031-jtdc9a7w 140 15 the the DT cord-029031-jtdc9a7w 140 16 size size NN cord-029031-jtdc9a7w 140 17 and and CC cord-029031-jtdc9a7w 140 18 number number NN cord-029031-jtdc9a7w 140 19 of of IN cord-029031-jtdc9a7w 140 20 photos photo NNS cord-029031-jtdc9a7w 140 21 . . . cord-029031-jtdc9a7w 141 1 More More JJR cord-029031-jtdc9a7w 141 2 work work NN cord-029031-jtdc9a7w 141 3 needs need VBZ cord-029031-jtdc9a7w 141 4 to to TO cord-029031-jtdc9a7w 141 5 be be VB cord-029031-jtdc9a7w 141 6 done do VBN cord-029031-jtdc9a7w 141 7 to to TO cord-029031-jtdc9a7w 141 8 optimize optimize VB cord-029031-jtdc9a7w 141 9 the the DT cord-029031-jtdc9a7w 141 10 processing processing NN cord-029031-jtdc9a7w 141 11 time time NN cord-029031-jtdc9a7w 141 12 . . . cord-029031-jtdc9a7w 142 1 Active active JJ cord-029031-jtdc9a7w 142 2 Learning learning NN cord-029031-jtdc9a7w 142 3 : : : cord-029031-jtdc9a7w 143 1 Creating create VBG cord-029031-jtdc9a7w 143 2 Excitement excitement NN cord-029031-jtdc9a7w 143 3 in in IN cord-029031-jtdc9a7w 143 4 the the DT cord-029031-jtdc9a7w 143 5 Classroom classroom NN cord-029031-jtdc9a7w 143 6 Using use VBG cord-029031-jtdc9a7w 143 7 Active active JJ cord-029031-jtdc9a7w 143 8 Learning learn VBG cord-029031-jtdc9a7w 143 9 Instructional Instructional NNP cord-029031-jtdc9a7w 143 10 Strategies Strategies NNPS cord-029031-jtdc9a7w 143 11 to to TO cord-029031-jtdc9a7w 143 12 Create create VB cord-029031-jtdc9a7w 143 13 Excitement excitement NN cord-029031-jtdc9a7w 143 14 and and CC cord-029031-jtdc9a7w 143 15 Enhance enhance VB cord-029031-jtdc9a7w 143 16 Learning learn VBG cord-029031-jtdc9a7w 143 17 Active active JJ cord-029031-jtdc9a7w 143 18 Learning learn VBG cord-029031-jtdc9a7w 143 19 in in IN cord-029031-jtdc9a7w 143 20 Secondary Secondary NNP cord-029031-jtdc9a7w 143 21 and and CC cord-029031-jtdc9a7w 143 22 College College NNP cord-029031-jtdc9a7w 143 23 Science Science NNP cord-029031-jtdc9a7w 143 24 Classrooms classroom NNS cord-029031-jtdc9a7w 143 25 : : : cord-029031-jtdc9a7w 144 1 A a DT cord-029031-jtdc9a7w 144 2 Working Working NNP cord-029031-jtdc9a7w 144 3 Model Model NNP cord-029031-jtdc9a7w 144 4 for for IN cord-029031-jtdc9a7w 144 5 Helping help VBG cord-029031-jtdc9a7w 144 6 the the DT cord-029031-jtdc9a7w 144 7 Learner learner NN cord-029031-jtdc9a7w 144 8 to to TO cord-029031-jtdc9a7w 144 9 Learn learn VB cord-029031-jtdc9a7w 144 10 Using use VBG cord-029031-jtdc9a7w 144 11 Active Active NNP cord-029031-jtdc9a7w 144 12 Learning Learning NNP cord-029031-jtdc9a7w 144 13 in in IN cord-029031-jtdc9a7w 144 14 College College NNP cord-029031-jtdc9a7w 144 15 Classes class NNS cord-029031-jtdc9a7w 144 16 : : : cord-029031-jtdc9a7w 145 1 A a DT cord-029031-jtdc9a7w 145 2 Range Range NNP cord-029031-jtdc9a7w 145 3 of of IN cord-029031-jtdc9a7w 145 4 Options Options NNPS cord-029031-jtdc9a7w 145 5 for for IN cord-029031-jtdc9a7w 145 6 Faculty Faculty NNP cord-029031-jtdc9a7w 146 1 The the DT cord-029031-jtdc9a7w 146 2 variation variation NN cord-029031-jtdc9a7w 146 3 of of IN cord-029031-jtdc9a7w 146 4 memory memory NN cord-029031-jtdc9a7w 146 5 with with IN cord-029031-jtdc9a7w 146 6 time time NN cord-029031-jtdc9a7w 146 7 for for IN cord-029031-jtdc9a7w 146 8 information information NN cord-029031-jtdc9a7w 146 9 appearing appear VBG cord-029031-jtdc9a7w 146 10 during during IN cord-029031-jtdc9a7w 146 11 a a DT cord-029031-jtdc9a7w 146 12 lecture lecture NN cord-029031-jtdc9a7w 146 13 Transformation transformation NN cord-029031-jtdc9a7w 146 14 of of IN cord-029031-jtdc9a7w 146 15 classroom classroom NN cord-029031-jtdc9a7w 146 16 spaces space NNS cord-029031-jtdc9a7w 146 17 : : : cord-029031-jtdc9a7w 146 18 traditional traditional JJ cord-029031-jtdc9a7w 146 19 versus versus IN cord-029031-jtdc9a7w 146 20 active active JJ cord-029031-jtdc9a7w 146 21 learning learn VBG cord-029031-jtdc9a7w 146 22 classroom classroom NN cord-029031-jtdc9a7w 146 23 in in IN cord-029031-jtdc9a7w 146 24 colleges college NNS