| Presentation | 2006-10-11 On Integration of Collaborative and Feature-based Filtering Hideki ASOH, Chihiro ONO, Yoichi MOTOMURA, Mori KUROKAWA, Akito SAKURAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With the flood of various information and contents easily available through the Internet, the need for recommender systems which provide users with the information on demand and on time. In order to make appropriate recommendation, system can model preference/needs of users. So far, various technologies such as collaborative filtering, content-based filtering, demographic filtering have been proposed and applied to many domains. However, almost all of the methods use only a part of available information about users or contens. In this paper, we examine this problem, give a brief survey of exisiting researches, and propose a novel modeling method which utilize all related information in an integrated manner. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Recommender Systems / Collaborative Filtering / Content-based Filtering |
| Paper # | NC2006-54 |
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| Committee | NC |
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| Conference Date | 2006/10/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On Integration of Collaborative and Feature-based Filtering |
| Sub Title (in English) | |
| Keyword(1) | Recommender Systems |
| Keyword(2) | Collaborative Filtering |
| Keyword(3) | Content-based Filtering |
| 1st Author's Name | Hideki ASOH |
| 1st Author's Affiliation | Information Technology RI, AIST() |
| 2nd Author's Name | Chihiro ONO |
| 2nd Author's Affiliation | KDDI R&D Laboratory, Inc. |
| 3rd Author's Name | Yoichi MOTOMURA |
| 3rd Author's Affiliation | Digital Human RC, AIST |
| 4th Author's Name | Mori KUROKAWA |
| 4th Author's Affiliation | Fuculty of Science and Technology, Keio University |
| 5th Author's Name | Akito SAKURAI |
| 5th Author's Affiliation | Fuculty of Science and Technology, Keio University |
| Date | 2006-10-11 |
| Paper # | NC2006-54 |
| Volume (vol) | vol.106 |
| Number (no) | 279 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |