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Paper Abstract and Keywords
Presentation 2007-07-02 16:20
Web Page Recommendation by Collaborative Filtering and its evaluation
Kiyotaka Takasuka, Kazutaka Maruyama, Minoru Terada (UEC) DE2007-41
Abstract (in Japanese) (See Japanese page) 
(in English) Because the number of web pages becomes very huge, and still increasing,
many people have difficulty to reach pages they want.
Although social bookmarking and search engines are helpful,
users still have to find pages by themselves.

Our goal is to recommend web pages which are supposed to be interesting
for a user, without any extra actions of users.
We developed a recommendation system that works
based on URLs and the users.

Our system has four features:
(1) collaborative filtering based on URL only,
(2) similarity between users using TF-IDF,
(3) use of the real activity in our university,
(4) and automatic evaluation using word extraction.
Keyword (in Japanese) (See Japanese page) 
(in English) Web page recommendation / web browsing history / collaborative filtering / automatic evaluation using word extraction / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 131, DE2007-41, pp. 115-120, July 2007.
Paper # DE2007-41 
Date of Issue 2007-06-25 (DE) 
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 DE2007-41

Conference Information
Committee DE  
Conference Date 2007-07-02 - 2007-07-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Akiu hot springs (Sendai) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Summer Database Workshop 2007 (Data engineering, etc.) 
Paper Information
Registration To DE 
Conference Code 2007-07-DE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Web Page Recommendation by Collaborative Filtering and its evaluation 
Sub Title (in English)  
Keyword(1) Web page recommendation  
Keyword(2) web browsing history  
Keyword(3) collaborative filtering  
Keyword(4) automatic evaluation using word extraction  
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1st Author's Name Kiyotaka Takasuka  
1st Author's Affiliation The University of Electro-Communications (UEC)
2nd Author's Name Kazutaka Maruyama  
2nd Author's Affiliation The University of Electro-Communications (UEC)
3rd Author's Name Minoru Terada  
3rd Author's Affiliation The University of Electro-Communications (UEC)
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Speaker Author-1 
Date Time 2007-07-02 16:20:00 
Presentation Time 25 minutes 
Registration for DE 
Paper # DE2007-41 
Volume (vol) vol.107 
Number (no) no.131 
Page pp.115-120 
#Pages
Date of Issue 2007-06-25 (DE) 


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