| Paper Abstract and Keywords |
| Presentation |
2015-09-11 14:20
Inferring Movie Genres by Analyzing Their Review Text
-- Comparison of Inferring Results between Using a Japanese Site and Using an US One -- Akihiro Yoshinaga, Naoki Mizutani (Okayama Univ. of Sci.) LOIS2015-29 IE2015-61 EMM2015-44 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We investigate the methods of category classifications of movies, using users' review texts written in the Japanese information website on movies. We evaluated our method by comparing its results to the genre classification which the movie information website indicates. In addition, we applied it to a US information website, and compared their results. We got the mean average precision of approximately 0.7 - 0.8 in both Japanese and US information website on movies. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Genre Classification / Review Site / Movie Review / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 115, no. 219, LOIS2015-29, pp. 79-84, Sept. 2015. |
| Paper # |
LOIS2015-29 |
| Date of Issue |
2015-09-03 (LOIS, IE, EMM) |
| 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 |
LOIS2015-29 IE2015-61 EMM2015-44 |
| Conference Information |
| Committee |
LOIS IE EMM IEE-CMN ITE-ME |
| Conference Date |
2015-09-10 - 2015-09-11 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Nagoya University, Higashiyama Campus |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
LOIS |
| Conference Code |
2015-09-LOIS-IE-EMM-CMN-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Inferring Movie Genres by Analyzing Their Review Text |
| Sub Title (in English) |
Comparison of Inferring Results between Using a Japanese Site and Using an US One |
| Keyword(1) |
Genre Classification |
| Keyword(2) |
Review Site |
| Keyword(3) |
Movie Review |
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| 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 |
2015-09-11 14:20:00 |
| Presentation Time |
25 minutes |
| Registration for |
LOIS |
| Paper # |
LOIS2015-29, IE2015-61, EMM2015-44 |
| Volume (vol) |
vol.115 |
| Number (no) |
no.219(LOIS), no.220(IE), no.221(EMM) |
| Page |
pp.79-84 |
| #Pages |
6 |
| Date of Issue |
2015-09-03 (LOIS, IE, EMM) |