| Presentation | 2008-06-30 A Proposal of Web Recommendation Method Using Social Bookmark Tomoyuki ISHIBASHI, Tatsuru WAKIYA, Yuki KAERI, Yusuke MANABE, Susumu KONNO, Kenji SUGAWARA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, a lot of contributions of web recommendation system have been proposed to solve the information overload. However, most of them are the recommendation systems that limited candidates for recommendation. In order to appropriately recommend the web page users need, it is necessary to develop the system, which has an individualization and a generalization ability to recommend web page. Thus, in this study, we propose a novel web recommend method with high degree at the individualization and the generalization. The proposed method is based on the hybrid method combining contents filtering and collaborative filtering. Moreover, by using social bookmark, our method can recommend the suitable web page without the limitation at the candidate for recommendation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Social Bookmark / Recommendation System / Folksonomy / Bayesian inference / cold-start |
| Paper # | AI2008-12 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2008/6/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Proposal of Web Recommendation Method Using Social Bookmark |
| Sub Title (in English) | |
| Keyword(1) | Social Bookmark |
| Keyword(2) | Recommendation System |
| Keyword(3) | Folksonomy |
| Keyword(4) | Bayesian inference |
| Keyword(5) | cold-start |
| 1st Author's Name | Tomoyuki ISHIBASHI |
| 1st Author's Affiliation | Graduate School of Information Science, Chiba Institute of Technology() |
| 2nd Author's Name | Tatsuru WAKIYA |
| 2nd Author's Affiliation | Graduate School of Information Science, Chiba Institute of Technology |
| 3rd Author's Name | Yuki KAERI |
| 3rd Author's Affiliation | Department of Information and Network Science, Chiba Institute of Technology |
| 4th Author's Name | Yusuke MANABE |
| 4th Author's Affiliation | Faculty of Information and Computer Science, Chiba Institute of Technology |
| 5th Author's Name | Susumu KONNO |
| 5th Author's Affiliation | Faculty of Engineering, Chiba Institute of Technology |
| 6th Author's Name | Kenji SUGAWARA |
| 6th Author's Affiliation | Faculty of Information and Computer Science, Chiba Institute of Technology |
| Date | 2008-06-30 |
| Paper # | AI2008-12 |
| Volume (vol) | vol.108 |
| Number (no) | 119 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |