| Presentation | 2016-03-03 Automatic Extraction of Information for "Palatability" in Microblogs: A Proposal of A Restaurant Retrieval System based on Personal Preferences and Real-time Data Maki Morita, Eiji Aramaki, Akiyo Nadamoto, Mai Miyabe, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The restaurant information searches on Internet are widely available now, but such searches have problems of providing users exact information that have been looked for, and even sometimes the information are not up-to-date. In this study, we propose a restaurant retrieval system based on personal preferences for providing up-to-date information by using the expressions in microblog posts that contain sizzle feelings towards food and beverages, such as ``MOCHI-MOCHI" and ``SAKU-SAKU." In order to develop such system, we have constructed the automatic classifier for tweets that contain sizzle related words. We have tried classifying 5 sizzle related words, and we have obtained the following 3 findings:1) Our classifier is capable of classifying sizzle-related tweets with high accuracy. 2) Classification accuracy can be improved by using context information as a feature. 3) Sizzle related tweets can be classified with high accuracy as well as low accuracy depends on the sizzle related word that construct the classifier. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sizzle related words / Microblog / Twitter / Automatic classification / Restaurant recommendation |
| Paper # | LOIS2015-74 |
| Date of Issue | 2016-02-25 (LOIS) |
| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2016/3/3(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Central Community Center, Miyakojima-City |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Manabu Okamoto(NTT) |
| Vice Chair | Hiroyuki Nishi(Sojo Univ.) |
| Secretary | Hiroyuki Nishi(Tsuda College) |
| Assistant | Yu Ichifuji(NII) |
| Paper Information | |
| Registration To | Technical Committee on Life Intelligence and Office Information Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Extraction of Information for "Palatability" in Microblogs: A Proposal of A Restaurant Retrieval System based on Personal Preferences and Real-time Data |
| Sub Title (in English) | |
| Keyword(1) | Sizzle related words |
| Keyword(2) | Microblog |
| Keyword(3) | |
| Keyword(4) | Automatic classification |
| Keyword(5) | Restaurant recommendation |
| 1st Author's Name | Maki Morita |
| 1st Author's Affiliation | Wakayama University(Wakayama Univ.) |
| 2nd Author's Name | Eiji Aramaki |
| 2nd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 3rd Author's Name | Akiyo Nadamoto |
| 3rd Author's Affiliation | Konan University(Konan Univ.) |
| 4th Author's Name | Mai Miyabe |
| 4th Author's Affiliation | Wakayama University(Wakayama Univ.) |
| Date | 2016-03-03 |
| Paper # | LOIS2015-74 |
| Volume (vol) | vol.115 |
| Number (no) | LOIS-486 |
| Page | pp.pp.63-68(LOIS), |
| #Pages | 6 |
| Date of Issue | 2016-02-25 (LOIS) |