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) |
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Topics (in Japanese) | (See Japanese page) |
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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 |