| Presentation | 2001/7/11 A Prottyping of Retrieval Server System based on the Group Preference Model and the Operation Histories. Akiyoshi Kawamura, Ken'ichi Kuromusha, Ryoichi Sato, Ikuo Keshi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, it has been getting difficult to find out the information in which a user is interested from many accumulated digital contents. In order for users to acquire the information which they need, the special knowledge and technique about retrieval are also needed. Therefore, there is growing interest in recommender systems which can learn user preferences automatically and recommend only the information corresponding to user interests. In this paper, we introduce a prototype of retrieval server system which can recommend for users based on a search method combined group preference model from initial profiles provided by users and content-based filtering by extracting user preferences from user's operation histories to improve the recommendation accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Recommend / Associative Retrieval / Group / Preference Model / SOM |
| Paper # | DE2001-38 |
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| Conference Information | |
| Committee | DE |
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| Conference Date | 2001/7/11(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 | 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) | A Prottyping of Retrieval Server System based on the Group Preference Model and the Operation Histories. |
| Sub Title (in English) | |
| Keyword(1) | Recommend |
| Keyword(2) | Associative Retrieval |
| Keyword(3) | Group |
| Keyword(4) | Preference Model |
| Keyword(5) | SOM |
| 1st Author's Name | Akiyoshi Kawamura |
| 1st Author's Affiliation | Information & Communication Systems Development Laboratories, SHARP Corporation() |
| 2nd Author's Name | Ken'ichi Kuromusha |
| 2nd Author's Affiliation | Information & Communication Systems Development Laboratories, SHARP Corporation |
| 3rd Author's Name | Ryoichi Sato |
| 3rd Author's Affiliation | Information & Communication Systems Development Laboratories, SHARP Corporation |
| 4th Author's Name | Ikuo Keshi |
| 4th Author's Affiliation | Information & Communication Systems Development Laboratories, SHARP Corporation |
| Date | 2001/7/11 |
| Paper # | DE2001-38 |
| Volume (vol) | vol.101 |
| Number (no) | 192 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |