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) |
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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 |
6 |
Date of Issue |
2007-06-25 (DE) |
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