| 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, |
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| 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 |
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| 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 |
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| 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) |