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 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) |
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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) |
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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) |
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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 |
6 |
Date of Issue |
2008-06-23 (AI) |
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