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| Paper Abstract and Keywords | ||
| Presentation | 2011-06-06 15:40 Classification of users' attitudes toward rumors on microblogs Tomohide Fujikawa, Nobuhiro Kaji, Naoki Yoshinaga, Masaru Kitsuregawa (UT)  DE2011-10 PRMU2011-41 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In these days, information spread on microblogs (e.g., Twitter) includes tons of (false) rumors. This motivates us to quickly detect such rumors to let people know their unreliability. In this study, we analyze users' attitudes toward such rumors to help people understand the rumors. We classify the responses to the information according to two criteria: 1) doubting or believing the information 2) with or without grounds. We trained two SVM classifiers to solve these two text classification task, using the gold-standard data that is manually built from Twitter. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Text Analysis / Information Credibility / Data Mining / Twitter / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 76, DE2011-10, pp. 55-60, June 2011. | |
| Paper # | DE2011-10 | |
| Date of Issue | 2011-05-30 (DE, PRMU) | |
| 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 | DE2011-10 PRMU2011-41 |
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| Conference Information | |
| Committee | PRMU DE |
| Conference Date | 2011-06-06 - 2011-06-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | DE |
| Conference Code | 2011-06-PRMU-DE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Classification of users' attitudes toward rumors on microblogs |
| Sub Title (in English) | |
| Keyword(1) | Text Analysis |
| Keyword(2) | Information Credibility |
| Keyword(3) | Data Mining |
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| 1st Author's Name | Tomohide Fujikawa |
| 1st Author's Affiliation | University of Tokyo (UT) |
| 2nd Author's Name | Nobuhiro Kaji |
| 2nd Author's Affiliation | University of Tokyo (UT) |
| 3rd Author's Name | Naoki Yoshinaga |
| 3rd Author's Affiliation | University of Tokyo (UT) |
| 4th Author's Name | Masaru Kitsuregawa |
| 4th Author's Affiliation | University of Tokyo (UT) |
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| Speaker | Author-1 |
| Date Time | 2011-06-06 15:40:00 |
| Presentation Time | 30 minutes |
| Registration for | DE |
| Paper # | DE2011-10, PRMU2011-41 |
| Volume (vol) | vol.111 |
| Number (no) | no.76(DE), no.77(PRMU) |
| Page | pp.55-60 |
| #Pages | 6 |
| Date of Issue | 2011-05-30 (DE, PRMU) |
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