Presentation | 2011-06-06 Classification of users' attitudes toward rumors on microblogs Tomohide FUJIKAWA, Nobuhiro KAJI, Naoki YOSHINAGA, Masaru KITSUREGAWA, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(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) |
Keyword(in English) | Text Analysis / Information Credibility / Data Mining / Twitter |
Paper # | DE2011-10,PRMU2011-41 |
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Committee | DE |
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Conference Date | 2011/5/30(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Registration To | Data Engineering (DE) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Classification of users' attitudes toward rumors on microblogs |
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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 | Graduate School of Information Science and Technology with a major in Information and Communication Engineering, The University of Tokyo() |
2nd Author's Name | Nobuhiro KAJI |
2nd Author's Affiliation | IIS. The University of Tokyo |
3rd Author's Name | Naoki YOSHINAGA |
3rd Author's Affiliation | IIS. The University of Tokyo |
4th Author's Name | Masaru KITSUREGAWA |
4th Author's Affiliation | IIS. The University of Tokyo |
Date | 2011-06-06 |
Paper # | DE2011-10,PRMU2011-41 |
Volume (vol) | vol.111 |
Number (no) | 76 |
Page | pp.pp.- |
#Pages | 6 |
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