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Paper Abstract and Keywords
Presentation 2016-03-03 13:20
Recommendation system of tourist spots using distributed representations of words
Ryota Kaichi, Yasuhiko Higaki (Chiba Univ.) LOIS2015-71
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) word2vec / Recommendation system of tourist spots / Large amounts of information / Word vector / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 486, LOIS2015-71, pp. 45-50, March 2016.
Paper # LOIS2015-71 
Date of Issue 2016-02-25 (LOIS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF LOIS2015-71

Conference Information
Committee LOIS  
Conference Date 2016-03-03 - 2016-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Central Community Center, Miyakojima-City 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To LOIS 
Conference Code 2016-03-LOIS 
Language Japanese 
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  
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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.)
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Speaker Author-1 
Date Time 2016-03-03 13:20:00 
Presentation Time 20 minutes 
Registration for LOIS 
Paper # LOIS2015-71 
Volume (vol) vol.115 
Number (no) no.486 
Page pp.45-50 
#Pages 6 
Date of Issue 2016-02-25 (LOIS) 

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