A study of spam blog filtering method based on its quantitative analysis
| Project/Area Number |
20700127
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Intelligent informatics
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| Research Institution | The University of Tokyo |
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Principal Investigator |
TOMOHIRO Fukuhara The University of Tokyo, 人工物工学研究センター, 特任助教 (50436581)
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| Project Period (FY) |
2008 – 2009
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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2009: ¥130,000 (Direct Cost: ¥100,000、Indirect Cost: ¥30,000)
Fiscal Year 2008: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
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| Keywords | スパムフィルタリング / スパムブログ / 個人適応 / スパムプログ(Splog) / Splogデータセット / Splogフィルタリング |
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| Research Abstract |
A study of spam blog (splog) filtering method is conducted. For designing an efficient splog filter, we first created a splog dataset in which 50 persons judged blogs whether splogs or not. We then created a prototype splog filtering system. The system provides a user personalized splog filter by using a machine learning method called support vector machine (SVM). As evaluation results, we obtained F-value 0.738 for splogs which is higher than the value 0.656 of the previous method.
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Report
(3 results)
Research Products
(27 results)
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[Presentation] Web上の広告活動の分析2009
Author(s)
石井聡一, 芳中隆幸, 福原知宏, 増田英孝, 中川裕志
Organizer
第23回人工知能学会全国大会
Place of Presentation
サンポートホール高松(香川県)
Year and Date
2009-06-19
Related Report
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[Presentation] An Empirical Study on Selective Sampling in Active Learning for splog Detection2009
Author(s)
Katayama, T., Utsuro, T., Sato, Y., Yoshinaka, T., Kawada, Y., Fukuhara, T.
Organizer
The 5th International Workshop on Adversarial information Retrieval on the Web
Place of Presentation
Madrid (Spain)
Year and Date
2009-04-21
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