| Paper Abstract and Keywords |
| Presentation |
2009-11-13 11:00
Modeling and Verification of Serendipitous Recommender System Takayuki Akiyama, Kiyohiro Obara, Masaaki Tanizaki (Hitachi, Ltd.,) ISEC2009-63 LOIS2009-52 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The recommender systems have the problem that more and more accurate it recommends and the recommended items does not have novelty and serendipity, and so they does not satisfy its users. In this report, we propose the serendipitous recommender system based on the hypothesis of human preference, and we verify the hypothesis. In conclusion, we show the result that the serendipitous contents can be recommended using the similarity metric between contents based on user preference. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
preference / recommend / serendipity / user satisfaction / user profile / user modeling / / |
| Reference Info. |
IEICE Tech. Rep., vol. 109, no. 272, LOIS2009-52, pp. 81-87, Nov. 2009. |
| Paper # |
LOIS2009-52 |
| Date of Issue |
2009-11-05 (ISEC, LOIS) |
| 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 |
ISEC2009-63 LOIS2009-52 |
| Conference Information |
| Committee |
ISEC LOIS |
| Conference Date |
2009-11-12 - 2009-11-13 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Gifu Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
LOIS |
| Conference Code |
2009-11-ISEC-LOIS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Modeling and Verification of Serendipitous Recommender System |
| Sub Title (in English) |
|
| Keyword(1) |
preference |
| Keyword(2) |
recommend |
| Keyword(3) |
serendipity |
| Keyword(4) |
user satisfaction |
| Keyword(5) |
user profile |
| Keyword(6) |
user modeling |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takayuki Akiyama |
| 1st Author's Affiliation |
Hitachi, Ltd., Central Research Laboratory (Hitachi, Ltd.,) |
| 2nd Author's Name |
Kiyohiro Obara |
| 2nd Author's Affiliation |
Hitachi, Ltd., Central Research Laboratory (Hitachi, Ltd.,) |
| 3rd Author's Name |
Masaaki Tanizaki |
| 3rd Author's Affiliation |
Hitachi, Ltd., Central Research Laboratory (Hitachi, Ltd.,) |
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| Speaker |
Author-1 |
| Date Time |
2009-11-13 11:00:00 |
| Presentation Time |
30 minutes |
| Registration for |
LOIS |
| Paper # |
ISEC2009-63, LOIS2009-52 |
| Volume (vol) |
vol.109 |
| Number (no) |
no.271(ISEC), no.272(LOIS) |
| Page |
pp.81-87 |
| #Pages |
7 |
| Date of Issue |
2009-11-05 (ISEC, LOIS) |