| Presentation | 2016-03-03 Recommendation system of tourist spots using distributed representations of words Ryota Kaichi, Yasuhiko Higaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Web search has been used as a means to obtain tourist information. The Web search is a problem that Web search can’t get only tourist place names or a word you already know. In this paper, we propose a system to automatically recommend a tourist spots from known information such as favorite tourist spots and image of the tourist spots that you want to go. This system recommends the tourist spot in consideration of the user’s input to evaluate the cosine similarity between a vector from the user’s input and feature vectors of tourist spot. Feature vectors of tourist spot were obtained by learning large amounts of information in a neural network. The authors have implemented the recommendation system of tourist spots as iOS application, and evaluated the effectiveness of it. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | word2vec / Recommendation system of tourist spots / Large amounts of information / Word vector |
| Paper # | LOIS2015-71 |
| 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) | Recommendation system of tourist spots using distributed representations of words |
| Sub Title (in English) | |
| Keyword(1) | word2vec |
| Keyword(2) | Recommendation system of tourist spots |
| Keyword(3) | Large amounts of information |
| Keyword(4) | Word vector |
| 1st Author's Name | Ryota Kaichi |
| 1st Author's Affiliation | Chiba University(Chiba Univ.) |
| 2nd Author's Name | Yasuhiko Higaki |
| 2nd Author's Affiliation | Chiba University(Chiba Univ.) |
| Date | 2016-03-03 |
| Paper # | LOIS2015-71 |
| Volume (vol) | vol.115 |
| Number (no) | LOIS-486 |
| Page | pp.pp.45-50(LOIS), |
| #Pages | 6 |
| Date of Issue | 2016-02-25 (LOIS) |