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Paper Abstract and Keywords
Presentation 2015-07-14 10:30
An Extraction Method of Movie's Themes from the Review Data and its Application -- Using Statistical and Text Mining Analysis --
Akihiro Yoshinaga, Naoki Mizutani (Okayama Univ. of Sci.) LOIS2015-16
Abstract (in Japanese) (See Japanese page) 
(in English) We tried to extract the theme information of the movies by analyzing review data in the movie review website Yahoo!Japan Movie, using statistical and text mining methods. And we explain that the movie titles can be classified into several groups by the contents, using cluster analysis of extracted theme information. Furthermore, we show the tendency of the evaluation by review contributors and that of box-office revenue using the theme information. We can suggest appropriate movie titles for the person who wants to select ones from enormous number of their lists, if we can extract theme information of movies from review data.
Keyword (in Japanese) (See Japanese page) 
(in English) Review Site / Movie Review / Statistical Method / Text Mining / Theme Information / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 138, LOIS2015-16, pp. 41-46, July 2015.
Paper # LOIS2015-16 
Date of Issue 2015-07-06 (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 LOIS2015-16

Conference Information
Committee LOIS IPSJ-DC  
Conference Date 2015-07-13 - 2015-07-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Future University Hakodate 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To LOIS 
Conference Code 2015-07-LOIS-DC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Extraction Method of Movie's Themes from the Review Data and its Application 
Sub Title (in English) Using Statistical and Text Mining Analysis 
Keyword(1) Review Site  
Keyword(2) Movie Review  
Keyword(3) Statistical Method  
Keyword(4) Text Mining  
Keyword(5) Theme Information  
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Keyword(8)  
1st Author's Name Akihiro Yoshinaga  
1st Author's Affiliation Okayama University of Science (Okayama Univ. of Sci.)
2nd Author's Name Naoki Mizutani  
2nd Author's Affiliation Okayama University of Science (Okayama Univ. of Sci.)
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Speaker Author-1 
Date Time 2015-07-14 10:30:00 
Presentation Time 30 minutes 
Registration for LOIS 
Paper # LOIS2015-16 
Volume (vol) vol.115 
Number (no) no.138 
Page pp.41-46 
#Pages 6 
Date of Issue 2015-07-06 (LOIS) 

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