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Paper Abstract and Keywords
Presentation 2008-06-30 16:20
A Proposal of Web Recommendation Method Using Social Bookmark
Tomoyuki Ishibashi, Tatsuru Wakiya, Yuki Kaeri, Yusuke Manabe, Susumu Konno, Kenji Sugawara (CIT) AI2008-12
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, a lot of contributions of web recommendation system have been proposed to solve the information overload. However, most of them are the recommendation systems that limited candidates for recommendation. In order to appropriately recommend the web page users need, it is necessary to develop the system, which has an individualization and a generalization ability to recommend web page. Thus, in this study, we propose a novel web recommend method with high degree at the individualization and the generalization. The proposed method is based on the hybrid method combining contents filtering and collaborative filtering. Moreover, by using social bookmark, our method can recommend the suitable web page without the limitation at the candidate for recommendation.
Keyword (in Japanese) (See Japanese page) 
(in English) Social Bookmark / Recommendation System / Folksonomy / Bayesian inference / cold-start / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 119, AI2008-12, pp. 69-74, June 2008.
Paper # AI2008-12 
Date of Issue 2008-06-23 (AI) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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 AI2008-12

Conference Information
Committee AI  
Conference Date 2008-06-30 - 2008-06-30 
Place (in Japanese) (See Japanese page) 
Place (in English) Kwansei Gakuin University, Tokyo Marunouchi Campus 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To AI 
Conference Code 2008-06-AI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Proposal of Web Recommendation Method Using Social Bookmark 
Sub Title (in English)  
Keyword(1) Social Bookmark  
Keyword(2) Recommendation System  
Keyword(3) Folksonomy  
Keyword(4) Bayesian inference  
Keyword(5) cold-start  
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1st Author's Name Tomoyuki Ishibashi  
1st Author's Affiliation Chiba Insititute of Technology (CIT)
2nd Author's Name Tatsuru Wakiya  
2nd Author's Affiliation Chiba Insititute of Technology (CIT)
3rd Author's Name Yuki Kaeri  
3rd Author's Affiliation Chiba Insititute of Technology (CIT)
4th Author's Name Yusuke Manabe  
4th Author's Affiliation Chiba Insititute of Technology (CIT)
5th Author's Name Susumu Konno  
5th Author's Affiliation Chiba Insititute of Technology (CIT)
6th Author's Name Kenji Sugawara  
6th Author's Affiliation Chiba Insititute of Technology (CIT)
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Speaker Author-1 
Date Time 2008-06-30 16:20:00 
Presentation Time 25 minutes 
Registration for AI 
Paper # AI2008-12 
Volume (vol) vol.108 
Number (no) no.119 
Page pp.69-74 
#Pages
Date of Issue 2008-06-23 (AI) 


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