| Presentation | 2017-09-08 Design and Implementation of Personalized News Recommendation System Takeshi Yoneda, Mitsumasa Kubo, Yoshifumi Seki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Personalization of news recommendation systems is hard because of timeliness of news articles and imbalanced user logs. In this paper, we propose the unsupervised personalized news recommendation system using distributed word representations, which enables us to create personalized lists of news articles in real time. We conducted the experiments both on a static dataset and our news recommendation service, and proved that our proposed system increased the number of clicks by users. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Recommendation System / Text Mining / Natural Language Processing |
| Paper # | NLC2017-28 |
| Date of Issue | 2017-08-31 (NLC) |
| Conference Information | |
| Committee | NLC |
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| Conference Date | 2017/9/7(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Seikei University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The Eleventh Text Analytics Symposium |
| Chair | Hiroshi Kanayama(IBM) |
| Vice Chair | Takeshi Sakaki(Hottolink) / Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Secretary | Takeshi Sakaki(Ryukoku Univ.) / Kazutaka Shimada(NTT) |
| Assistant | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Takeshi Kobayakawa(NICT) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Design and Implementation of Personalized News Recommendation System |
| Sub Title (in English) | |
| Keyword(1) | Recommendation System |
| Keyword(2) | Text Mining |
| Keyword(3) | Natural Language Processing |
| 1st Author's Name | Takeshi Yoneda |
| 1st Author's Affiliation | Gunosy Inc.(Gunosy) |
| 2nd Author's Name | Mitsumasa Kubo |
| 2nd Author's Affiliation | Gunosy Inc.(Gunosy) |
| 3rd Author's Name | Yoshifumi Seki |
| 3rd Author's Affiliation | Gunosy Inc.(Gunosy) |
| Date | 2017-09-08 |
| Paper # | NLC2017-28 |
| Volume (vol) | vol.117 |
| Number (no) | NLC-207 |
| Page | pp.pp.71-74(NLC), |
| #Pages | 4 |
| Date of Issue | 2017-08-31 (NLC) |