Presentation | 2014-02-06 Collaborative Filtering Based on Latent Dirichlet Allocation for Tweet Recommendation Reflecting User Preference Keita WATANABE, Shohei KATO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Recently, Twitter attracts much attention as real time information sources. However, conventional searching methods like keyword search are not enough to acquire information about user interest from Twitter immediately, because user must type a keyword every time when they want to search. Consequently, the real time recommendation system based on user interest is requrired. It is importante for such a system to analyze user interest from Twitter. In this paper, we propose a method of analyzing user interest used by collaborative filtering based on latent dirichlet allocation. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Recommendation System / Web Mining / Topic Model |
Paper # | NLC2013-50 |
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Committee | NLC |
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Conference Date | 2014/1/30(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Natural Language Understanding and Models of Communication (NLC) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Collaborative Filtering Based on Latent Dirichlet Allocation for Tweet Recommendation Reflecting User Preference |
Sub Title (in English) | |
Keyword(1) | Recommendation System |
Keyword(2) | Web Mining |
Keyword(3) | Topic Model |
1st Author's Name | Keita WATANABE |
1st Author's Affiliation | Graduate School of Engineering, Nagoya Institute of Technology() |
2nd Author's Name | Shohei KATO |
2nd Author's Affiliation | Graduate School of Engineering, Nagoya Institute of Technology |
Date | 2014-02-06 |
Paper # | NLC2013-50 |
Volume (vol) | vol.113 |
Number (no) | 429 |
Page | pp.pp.- |
#Pages | 6 |
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