Presentation | 2015-07-14 Recommendation system of tourist spots using large amounts of tourism information Ryota Kaichi, Yasuhiko Higaki, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The authors developed recommendation system of tourist spots that is based on the latent interest. Latent interest was acquired from word vectors that made by learning from text data of tourism information on the Web. A tourist spots database was made by classifying Wikipedia keywords in tourism-related degree. And tourism information was collected by this database. Word vectors were acquired by learning tourism information using word2vec. The authors have implemented the recommendation system of tourist spots as iOS application. Some of the features, such as recommendation, bookmark, history check and automatic recommendation were added to the application. And the authors have added a system for updating the word vector from the user’s usage history. To evaluate recommendation system of tourist spots and to solve the problem of spelling are future challenges. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | word2vec / Recommendation system of tourist spots / Large amounts of information / Latent Interest |
Paper # | LOIS2015-14 |
Date of Issue | 2015-07-06 (LOIS) |
Conference Information | |
Committee | LOIS / IPSJ-DC |
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Conference Date | 2015/7/13(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Future University Hakodate |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Manabu Okamoto(NTT) / Chieko Nakabasami(Toyo Univ.) |
Vice Chair | Hiroyuki Nishi(Sojo Univ.) |
Secretary | Hiroyuki Nishi(Tsuda College) / (NTT) |
Assistant | Yu Ichifuji(NII) |
Paper Information | |
Registration To | Technical Committee on Life Intelligence and Office Information Systems / Special Interest Group on Document Communication |
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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 large amounts of tourism information |
Sub Title (in English) | |
Keyword(1) | word2vec |
Keyword(2) | Recommendation system of tourist spots |
Keyword(3) | Large amounts of information |
Keyword(4) | Latent Interest |
Keyword(5) | |
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 | 2015-07-14 |
Paper # | LOIS2015-14 |
Volume (vol) | vol.115 |
Number (no) | LOIS-138 |
Page | pp.pp.29-34(LOIS), |
#Pages | 6 |
Date of Issue | 2015-07-06 (LOIS) |