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Paper Abstract and Keywords
Presentation 2017-03-03 09:40
Application of distributed representations of words to tourist spots recommendation system
Ryota Kaichi, Yasuhiko Higaki (Chiba Univ.) LOIS2016-85
Abstract (in Japanese) (See Japanese page) 
(in English) The purpose of this study is to examine the optimum condition for applying distributed representations of words to recommendation system of tourist spots and verify the effectiveness of this system applying word distribution expression. The system consists of four processes: word vector creation, data input and vectorization, similarity calculation, tourist spots extraction and presentation. In order to raise accuracy in this system, we conducted preliminary experiments on tourist spots databases and corpus. As a result of the evaluation experiment, the proposed method has better results than the existing method and the effectiveness was confirmed.
Keyword (in Japanese) (See Japanese page) 
(in English) Tourist Spots Recommendation System / Word Vector / Word2vec / Natural Language Processing / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 488, LOIS2016-85, pp. 129-134, March 2017.
Paper # LOIS2016-85 
Date of Issue 2017-02-23 (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 LOIS2016-85

Conference Information
Committee LOIS  
Conference Date 2017-03-02 - 2017-03-03 
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 
Paper Information
Registration To LOIS 
Conference Code 2017-03-LOIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Application of distributed representations of words to tourist spots recommendation system 
Sub Title (in English)  
Keyword(1) Tourist Spots Recommendation System  
Keyword(2) Word Vector  
Keyword(3) Word2vec  
Keyword(4) Natural Language Processing  
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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 2017-03-03 09:40:00 
Presentation Time 20 minutes 
Registration for LOIS 
Paper # LOIS2016-85 
Volume (vol) vol.116 
Number (no) no.488 
Page pp.129-134 
#Pages 6 
Date of Issue 2017-02-23 (LOIS) 

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