| Presentation | 2010-01-25 Towards the Personalized Splog Filtering System : Its Implementation and Evaluation Using Individual Splog Judgement Dataset Takayuki YOSHINAKA, Tomohiro FUKUHARA, Hidetaka MASUDA, Hiroshi NAKAGAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The wide spread of spam blogs(Splogs)causes a big problem on today's Web. Values of blog sites are different by each user because he or she has own interests. There are "gray" blog sites that are valuable for some users, but are not valuable for others. Therefore, these gray blog sites can not be regarded as splogs for all of users. The purpose of this research is to create a user-oriented splog filtering system. We have two evaluation experiments for creating an effective user-oriented splog filtering: (1)evaluation of personalized splog judgement and (2)evaluation of the system using the dataset and the support vector machine(SVM). Results of these experiments are described. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | spam blog / splog / spam filtering / user adaptation |
| Paper # | NLC2009-38 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2010/1/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Towards the Personalized Splog Filtering System : Its Implementation and Evaluation Using Individual Splog Judgement Dataset |
| Sub Title (in English) | |
| Keyword(1) | spam blog |
| Keyword(2) | splog |
| Keyword(3) | spam filtering |
| Keyword(4) | user adaptation |
| 1st Author's Name | Takayuki YOSHINAKA |
| 1st Author's Affiliation | Tokyo Denki University() |
| 2nd Author's Name | Tomohiro FUKUHARA |
| 2nd Author's Affiliation | The University of Tokyo |
| 3rd Author's Name | Hidetaka MASUDA |
| 3rd Author's Affiliation | Tokyo Denki University |
| 4th Author's Name | Hiroshi NAKAGAWA |
| 4th Author's Affiliation | The University of Tokyo |
| Date | 2010-01-25 |
| Paper # | NLC2009-38 |
| Volume (vol) | vol.109 |
| Number (no) | 390 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |