| Presentation | 2011-11-21 Rule Extraction from Twitter using Inductive Logic Programming Noriaki CHIKARA, Miyuki KOSHIMURA, Hiroshi FUJITA, Ryuzo HASEGAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | There are a lot of information recommender systems on the Web. These systems aim to find and provide useful information for the users. For example, many online shopping sites recommend merchandise which the user is likely to purchase. However, practical users do not always use these recommendations. In order to make an apt recommendation for the user, we need to give a plausible reason for it. However, the almost all existing systems give very simple or quantitative reasons. This paper aims to present clear and non-quantitative recommendation reasons which everybody is easy to understand. We make use of first order predicate logic formulas generated by Inductive Logic Programming (ILP) for the aim. As a learning experience, we extract several first order rules from twitters with ILP in order to recommend twitter users which the Twitter users are likely to be interested in. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Inductive Logic Programming / Twitter / Rule Extraction / Information Recommender System |
| Paper # | AI2011-25 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2011/11/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| 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) | Rule Extraction from Twitter using Inductive Logic Programming |
| Sub Title (in English) | |
| Keyword(1) | Inductive Logic Programming |
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| Keyword(3) | Rule Extraction |
| Keyword(4) | Information Recommender System |
| 1st Author's Name | Noriaki CHIKARA |
| 1st Author's Affiliation | Department of Computer Science and Electronic Engineering, Tokuyama College of Technology() |
| 2nd Author's Name | Miyuki KOSHIMURA |
| 2nd Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| 3rd Author's Name | Hiroshi FUJITA |
| 3rd Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| 4th Author's Name | Ryuzo HASEGAWA |
| 4th Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| Date | 2011-11-21 |
| Paper # | AI2011-25 |
| Volume (vol) | vol.111 |
| Number (no) | 310 |
| Page | pp.pp.- |
| #Pages | 3 |
| Date of Issue | |