| Presentation | 2017-03-03 Availability of Classifier of Information for "Palatability" in Microblogs 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 89 sizzle related words, and we have obtained the following 4 findings:(1) Our classifier is capable of classifying sizzle-related tweets about 53 sizzle related words with high accuracy. (2) However 28 sizzle related words are classified with low F-measure, they are more then 60% in precision. (3) Therefore, our classifier is applicable to most sizzle related words. (4) Some sizzle related words do not need to classify sizzle-related tweets because they are not used for an expression for ``Palatability," or all obtained tweets are sizzle-related tweets. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sizzle related words / Microblog / Twitter / Automatic classification / Restaurant recommendation |
| Paper # | LOIS2016-103 |
| Date of Issue | 2017-02-23 (LOIS) |
| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2017/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | N.Ohama Memorial Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Nobumoto Ohama Memorial Hall |
| Chair | Hiroyuki Nishi(Sojo Univ.) |
| Vice Chair | Tomohiro Yamada(NTT) |
| Secretary | Tomohiro Yamada(NTT) |
| Assistant | Yukihiro Nakamura(NTT) |
| 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) | Availability of Classifier of Information for "Palatability" in Microblogs |
| 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 | 2017-03-03 |
| Paper # | LOIS2016-103 |
| Volume (vol) | vol.116 |
| Number (no) | LOIS-488 |
| Page | pp.pp.229-234(LOIS), |
| #Pages | 6 |
| Date of Issue | 2017-02-23 (LOIS) |