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ID 113254
タイトル別表記
Conversion of Japanese Slang into Standard Japanese Considering Sensibility
著者
土屋, 誠司 同志社大学
芋野, 美紗子 大同大学
キーワード
Internet slang
standard word
sensibility
concept of word
資料タイプ
学術雑誌論文
抄録
With the recent spread of communication using social media, exchanging opinions each other on web has become more common irrespective of age and sex. On the other hand, a problem called as ”Internet flaming” often occurs along with the increase of social network service users. One of the reasons might be that the users do not recognize meanings/intentions/emotions expressed by other users' words. In this study, we focused on slangs (Internet slangs) that are often used on SNS but are not registered in dictionaries, then tried to convert them into standard words. We also intended to output more appropriate candidates by considering not only semantic similarity but also affective similarity. The proposed method conducts filtering and re-ranking over the semantically similar candidates obtained based on distributed representations to detect the inappropriate candidates as standard word by focusing on two points: (1) features of slang/standard word and (2) affective similarity between the inputted word and the candidate words. In the evaluation experiment, the proposed method obtained a higher MRR than the baseline method.
掲載誌名
人工知能学会論文誌
ISSN
13468030
出版者
人工知能学会
32
1
開始ページ
WII-A_1
終了ページ
WII-A_12
発行日
2017-01-06
備考
掲載巻号の別名:論文特集「ウェブインテリジェンスとインタラクション2017」
権利情報
本著作物の著作権は人工知能学会に帰属しま す。本著作物は著作権者である人工知能学会の許可のもとに掲載するものです。ご利用に当 たっては「著作権法」に従うことをお願いいたします。
EDB ID
出版社版DOI
出版社版URL
フルテキストファイル
言語
jpn
著者版フラグ
出版社版
部局
理工学系