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Paper Abstract and Keywords
Presentation 2014-09-12 14:15
Estimation of User Characteristics of Life Events from Yahoo! Chiebukuro
Kenji Tateishi, Rintaro Miyazaki, Seiya Osada, Takashi Masuyama (Yahoo Japan) NLC2014-28
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose a method to estimate user characteristics of life events such as “marriage” and “parenting” by using the writing of Yahoo! Chebukuro and the user behavioral log on Yahoo! Japan. While the deep understanding of user characteristics is essential for accurate personalization, the efficient acquisition is changing issue. Our proposed method consists of two steps: 1) Extract questioners who have the certain life event (ex. “parenting”) from the writing on the Yahoo! Chiebukuro (ex. "I have a child of the 3-year-old") using pattern matching. 2) As using the questioners obtained on the first step as training data, estimate whether the users who have never posted on Yahoo! Chiebukuro have the certain life event using the user behavioral log on Yahoo! Japan (ex. queries and page views). The experimental results showed that it can extract enough questioners accurately that can be used as positive examples on the second step.
Keyword (in Japanese) (See Japanese page) 
(in English) User Characteristics / Personalize / Life Event / / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 211, NLC2014-28, pp. 53-57, Sept. 2014.
Paper # NLC2014-28 
Date of Issue 2014-09-04 (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)
Notes on Review This article is a technical report without peer review, and its polished version will be published elsewhere.
Download PDF NLC2014-28

Conference Information
Committee NLC  
Conference Date 2014-09-11 - 2014-09-12 
Place (in Japanese) (See Japanese page) 
Place (in English) Yahoo Japan Inc., 11F Seminar Room 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The Fifth Symposium on Text Mining 
Paper Information
Registration To NLC 
Conference Code 2014-09-NLC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Estimation of User Characteristics of Life Events from Yahoo! Chiebukuro 
Sub Title (in English)  
Keyword(1) User Characteristics  
Keyword(2) Personalize  
Keyword(3) Life Event  
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1st Author's Name Kenji Tateishi  
1st Author's Affiliation Yahoo Japan Corporation (Yahoo Japan)
2nd Author's Name Rintaro Miyazaki  
2nd Author's Affiliation Yahoo Japan Corporation (Yahoo Japan)
3rd Author's Name Seiya Osada  
3rd Author's Affiliation Yahoo Japan Corporation (Yahoo Japan)
4th Author's Name Takashi Masuyama  
4th Author's Affiliation Yahoo Japan Corporation (Yahoo Japan)
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Speaker
Date Time 2014-09-12 14:15:00 
Presentation Time 25 
Registration for NLC 
Paper # IEICE-NLC2014-28 
Volume (vol) IEICE-114 
Number (no) no.211 
Page pp.53-57 
#Pages IEICE-5 
Date of Issue IEICE-NLC-2014-09-04 


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