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| Presentation | 0000-00-00 00:00 [Poster Presentation] Spammer Detection based on Tagging Behavior in Social Bookmarking Systems Yoshihiko Suhara, Yukio Uematsu, Takafumi Inoue, Ryoji Kataoka (NTT Cyber Solutions Lab.)  DE2008-54 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we consider that spammers in social bookmarking systems have different tagging behavior from non-spammer. We propose the method that classify the spammers using the classifier generated by supervised learning from the feature based on users’ tagging behavior. Evaluation results showed that proposed method could reduce the misclassification of non-spammer users while keep the spammer classification accuracy compared with the conventional methods. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | social annotation / spammer detection / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 329, DE2008-54, pp. 7-8, Dec. 2008. | |
| Paper # | DE2008-54 | |
| Date of Issue | ||
| 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 | DE2008-54 |
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| Conference Information | |
| Committee | DE |
| Conference Date | 2008-12-01 - 2008-12-01 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Gakushuin |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Web and Database |
| Paper Information | |
| Registration To | DE |
| Conference Code | 2008-12-DE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Spammer Detection based on Tagging Behavior in Social Bookmarking Systems |
| Sub Title (in English) | |
| Keyword(1) | social annotation |
| Keyword(2) | spammer detection |
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| 1st Author's Name | Yoshihiko Suhara |
| 1st Author's Affiliation | NTT Cyber Solutions Laboratories (NTT Cyber Solutions Lab.) |
| 2nd Author's Name | Yukio Uematsu |
| 2nd Author's Affiliation | NTT Cyber Solutions Laboratories (NTT Cyber Solutions Lab.) |
| 3rd Author's Name | Takafumi Inoue |
| 3rd Author's Affiliation | NTT Cyber Solutions Laboratories (NTT Cyber Solutions Lab.) |
| 4th Author's Name | Ryoji Kataoka |
| 4th Author's Affiliation | NTT Cyber Solutions Laboratories (NTT Cyber Solutions Lab.) |
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| Speaker | Author-1 |
| Date Time | 0000-00-00 00:00:00 |
| Presentation Time | minutes |
| Registration for | DE |
| Paper # | DE2008-54 |
| Volume (vol) | vol.108 |
| Number (no) | no.329 |
| Page | pp.7-8 |
| #Pages | 2 |
| Date of Issue | |
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