Presentation | 2015-06-05 A Method for Detecting "bad mouth" Comments in Social Media Focusing on Victim Person Types Yuki Kawahara, Takashi Inui, Mikio Yamamoto, |
---|---|
PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this paper, we present a method for detecting ``bad mouth'' contents in the Web. We analyzed user postsin an electronic bulletin board and found that ``bad mouth'' writers choose contents for writing byreaders. Based on the finding, we proposed a ``bad mouth'' detection method in which a set of victimperson types is used as the most important aspect. From experiments for evaluation, we achieved betterperformance than the baseline methods and exhibited anF-measure of 34.9. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Social media / maliious contents / slander / bad mouth / victim person / text classification |
Paper # | TL2015-12,NLC2015-12 |
Date of Issue | 2015-05-28 (TL, NLC) |
Conference Information | |
Committee | NLC / TL |
---|---|
Conference Date | 2015/6/4(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | The University of Tokushima |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Application of natural language proessing and linguistic analysis, and general topic of NLP |
Chair | Koichi Takeuchi(Okayama Univ.) / Tadahisa Kondo(Kogakuin Univ.) |
Vice Chair | Hiroshi Kanayama(IBM) / Makoto Ichise(NTT DoCoMo) / Chiaki Kubomura(Yamano College of Aesthetics) / Masami Suzuki(KDDI R&D Labs.) |
Secretary | Hiroshi Kanayama(Univ. of Tokyo/Hottolink) / Makoto Ichise(Ryukoku Univ.) / Chiaki Kubomura(Univ. of Tsukuba) / Masami Suzuki(Kyorin Univ.) |
Assistant | Kazutaka Shimada(Kyushu Inst. of Tech.) / Ryuichiro Higashinaka(NTT) / Eiji Tomida(Ehime Univ.) / Yasushi Tsubota(Kyoto Univ.) |
Paper Information | |
Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Technical Committee on Thought and Language |
---|---|
Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Method for Detecting "bad mouth" Comments in Social Media Focusing on Victim Person Types |
Sub Title (in English) | |
Keyword(1) | Social media |
Keyword(2) | maliious contents |
Keyword(3) | slander |
Keyword(4) | bad mouth |
Keyword(5) | victim person |
Keyword(6) | text classification |
1st Author's Name | Yuki Kawahara |
1st Author's Affiliation | University of Tsukuba(Univ. of Tsukuba) |
2nd Author's Name | Takashi Inui |
2nd Author's Affiliation | University of Tsukuba(Univ. of Tsukuba) |
3rd Author's Name | Mikio Yamamoto |
3rd Author's Affiliation | University of Tsukuba(Univ. of Tsukuba) |
Date | 2015-06-05 |
Paper # | TL2015-12,NLC2015-12 |
Volume (vol) | vol.115 |
Number (no) | TL-69,NLC-70 |
Page | pp.pp.67-72(TL), pp.67-72(NLC), |
#Pages | 6 |
Date of Issue | 2015-05-28 (TL, NLC) |