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Paper Abstract and Keywords
Presentation 2017-09-08 14:00
Design and Implementation of Personalized News Recommendation System
Takeshi Yoneda, Mitsumasa Kubo, Yoshifumi Seki (Gunosy) NLC2017-28
Abstract (in Japanese) (See Japanese page) 
(in English) Personalization of news recommendation systems is hard because of timeliness of news articles and imbalanced user logs. In this paper, we propose the unsupervised personalized news recommendation system using distributed word representations, which enables us to create personalized lists of news articles in real time. We conducted the experiments both on a static dataset and our news recommendation service, and proved that our proposed system increased the number of clicks by users.
Keyword (in Japanese) (See Japanese page) 
(in English) Recommendation System / Text Mining / Natural Language Processing / / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 207, NLC2017-28, pp. 71-74, Sept. 2017.
Paper # NLC2017-28 
Date of Issue 2017-08-31 (NLC) 
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 NLC2017-28

Conference Information
Committee NLC  
Conference Date 2017-09-07 - 2017-09-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Seikei University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The Eleventh Text Analytics Symposium 
Paper Information
Registration To NLC 
Conference Code 2017-09-NLC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Design and Implementation of Personalized News Recommendation System 
Sub Title (in English)  
Keyword(1) Recommendation System  
Keyword(2) Text Mining  
Keyword(3) Natural Language Processing  
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1st Author's Name Takeshi Yoneda  
1st Author's Affiliation Gunosy Inc. (Gunosy)
2nd Author's Name Mitsumasa Kubo  
2nd Author's Affiliation Gunosy Inc. (Gunosy)
3rd Author's Name Yoshifumi Seki  
3rd Author's Affiliation Gunosy Inc. (Gunosy)
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Speaker Author-1 
Date Time 2017-09-08 14:00:00 
Presentation Time 25 minutes 
Registration for NLC 
Paper # NLC2017-28 
Volume (vol) vol.117 
Number (no) no.207 
Page pp.71-74 
#Pages 4 
Date of Issue 2017-08-31 (NLC) 

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