基于形式概念分析的词汇相似度计算*
刘萍,彭小芳

Calculating Word Similarities Based on Formal Concept Analysis
Liu Ping,Peng Xiaofang
表8 词汇相似度计算结果对比
Table 8 Comparison of Words Similarity Calculation
词汇对类型 序号 词汇对 相似度
本文方法 FastText方法
单词-单词 1 tweets; twitter(1) 0.837 4 0.816 8
2 tweets; microblog(1) 0.800 1 0.747 6
3 spam; email(1) 0.813 4 0.708 2
4 behavior; opinion(0) 0.478 2 0.598 3
5 crowdsourcing; twitter(0) 0.482 7 0.636 3
6 task; opinion(0) 0.463 9 0.533 6
单词-词组 7 opinion; opinion mining(1) 0.920 5 0.605 7
8 cqa; question answering(1) 0.912 8 0.586 7
9 crowdsourcing; amazon mechanical turk(1) 0.779 5 0.502 6
10 click; opinion mining(0) 0.469 5 0.525 7
11 fusion; query log analysis(0) 0.468 7 0.542 3
12 visualization; query log analysis(0) 0.470 9 0.549 2
词组-词组 13 log data; query log analysis(1) 0.875 3 0.652 2
14 query log; query log analysis(1) 0.807 1 0.880 2
15 information search; search strategy(1) 0.751 9 0.762 7
16 user study; collaborative filtering(0) 0.482 5 0.715 8
17 query log; question answering(0) 0.476 7 0.608 1
18 human factors; opinion mining(0) 0.474 2 0.607 2