| Presentation | 1999/7/23 A Precision Oriented Hybrid Information Filtering Kaname Funakoshi, Takeshi Ohguro, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we present a hybrid information (document) filtering model which is a hybrid of the content-based filtering and the collaborative filtering. In the model, each document profile is represented as a pair of a keyword vector and an evaluation vector and each user profile is represented as a matrix of dependency to other users on each keyword. We simulated on a test system with virtual users and virtual documents. The results shows that our model provides appropriate documents to the users with higher precision than other non-hybrid information filtering methods do. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | information filtering / collaborative filtering / user profile |
| Paper # | AI99-40 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1999/7/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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 Precision Oriented Hybrid Information Filtering |
| Sub Title (in English) | |
| Keyword(1) | information filtering |
| Keyword(2) | collaborative filtering |
| Keyword(3) | user profile |
| 1st Author's Name | Kaname Funakoshi |
| 1st Author's Affiliation | NTT Communication Science Laboratories() |
| 2nd Author's Name | Takeshi Ohguro |
| 2nd Author's Affiliation | NTT Communication Science Laboratories |
| Date | 1999/7/23 |
| Paper # | AI99-40 |
| Volume (vol) | vol.99 |
| Number (no) | 226 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |