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| Presentation | 2015-06-05 13:10 A Method for Detecting "bad mouth" Comments in Social Media Focusing on Victim Person Types Yuki Kawahara, Takashi Inui, Mikio Yamamoto (Univ. of Tsukuba)  TL2015-12 NLC2015-12 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we present a method for detecting ``bad mouth'' contents in the Web. We analyzed user posts in an electronic bulletin board and found that ``bad mouth'' writers choose contents for writing by readers. Based on the finding, we proposed a ``bad mouth'' detection method in which a set of victim person types is used as the most important aspect. From experiments for evaluation, we achieved better performance than the baseline methods and exhibited an F-measure of 34.9. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Social media / maliious contents / slander / bad mouth / victim person / text classification / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 69, TL2015-12, pp. 67-72, June 2015. | |
| Paper # | TL2015-12 | |
| Date of Issue | 2015-05-28 (TL, NLC) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | TL2015-12 NLC2015-12 |
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| Conference Information | |
| Committee | NLC TL |
| Conference Date | 2015-06-04 - 2015-06-05 |
| 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 |
| Paper Information | |
| Registration To | TL |
| Conference Code | 2015-06-NLC-TL |
| Language | Japanese |
| 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 |
| Keyword(7) | |
| Keyword(8) | |
| 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) |
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| Speaker | Author-1 |
| Date Time | 2015-06-05 13:10:00 |
| Presentation Time | 25 minutes |
| Registration for | TL |
| Paper # | TL2015-12, NLC2015-12 |
| Volume (vol) | vol.115 |
| Number (no) | no.69(TL), no.70(NLC) |
| Page | pp.67-72 |
| #Pages | 6 |
| Date of Issue | 2015-05-28 (TL, NLC) |
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