id author title date pages extension mime words sentences flesch summary cache txt work_6hpkgpx7orhhpc2hu5ryelt3j4 Xinxiong Chen Estimating translation probabilities for social tag suggestion 2015 10 .pdf application/pdf 9590 1051 66 2008; Mishne, 2006; Xu, Fu, Mao, & Su, 2006) propose to automatically suggest tags based on resource descriptions, which is In this paper, we propose two methods to estimate translation probabilities between words in descriptions and tags in An example of the word translation method for suggesting tags from a given methods, word alignment model and mutual information, to estimate the translation probabilities between words in description probabilities of a word given the description and perform tag suggestion in Section 4. Four important words (in bold face) in the book description in Table 1 and their corresponding tags with the highest translation probabilities in WAM. Four important words (in bold face) in the book description in Table 1 and their corresponding tags with the highest translation probabilities in MI. suggestion and propose two methods to estimate translation probabilities between words in descriptions and tags. ./cache/work_6hpkgpx7orhhpc2hu5ryelt3j4.pdf ./txt/work_6hpkgpx7orhhpc2hu5ryelt3j4.txt