| Presentation | 2008/8/15 Usage of Information in Information Overload Era : Recommender System and Collaborative Filtering Toshihiro KAMISHIMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We will talk about a recommender system, especially the algorithms and design options adopted for implementing the system. A recommender system estimates the items preferred by users and then suggests them to the users. The emergent of a recommender system is caused by the problem of information overload. The term "information overload" denotes the situation that one can conceive the existence of the target information, but he/she cannot find out the information because these are hidden by the overwhelming amount of irrelevant information. As one of options to solve this problem, recommender systems ware designed to find out information that is relevant to users' need. Many methods have been developed to meet the wide variety of users' information needs. We will overview these methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | recommender system / collaborative filtering / information overload |
| Paper # | SWIM2008-7 |
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| Conference Information | |
| Committee | SWIM |
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| Conference Date | 2008/8/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Software Interprise Modeling (SWIM) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Usage of Information in Information Overload Era : Recommender System and Collaborative Filtering |
| Sub Title (in English) | |
| Keyword(1) | recommender system |
| Keyword(2) | collaborative filtering |
| Keyword(3) | information overload |
| 1st Author's Name | Toshihiro KAMISHIMA |
| 1st Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST)() |
| Date | 2008/8/15 |
| Paper # | SWIM2008-7 |
| Volume (vol) | vol.108 |
| Number (no) | 185 |
| Page | pp.pp.- |
| #Pages | 1 |
| Date of Issue | |