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| Paper Abstract and Keywords | ||
| Presentation | 2012-03-08 14:30 Proposal of recommendation system by grasping user's interest and human relationships Tae Sato, Koji Ito, Masanori Fujita, Minoru Kobayashi (NTT)  LOIS2011-85 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We personalize recommendations by discerning and utilizing the user’s interests and human relationships. Our approach improves recommendation accuracy since we introduce the same measure to assess user’s interests and human relationships. The measure is the probability with which the user’s selections from a list deviate random sampling. Tests on actual data confirm that the proposal does improve recommendation accuracy. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Information personalization / Recommendation / User preference modeling / Human relationships modeling / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 470, LOIS2011-85, pp. 73-78, March 2012. | |
| Paper # | LOIS2011-85 | |
| Date of Issue | 2012-03-01 (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 | LOIS2011-85 |
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| Conference Information | |
| Committee | LOIS |
| Conference Date | 2012-03-08 - 2012-03-09 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Meio Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Practical Use of Lifelog, Office Information System, LifeInteligence, etc. |
| Paper Information | |
| Registration To | LOIS |
| Conference Code | 2012-03-LOIS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Proposal of recommendation system by grasping user's interest and human relationships |
| Sub Title (in English) | |
| Keyword(1) | Information personalization |
| Keyword(2) | Recommendation |
| Keyword(3) | User preference modeling |
| Keyword(4) | Human relationships modeling |
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| Keyword(8) | |
| 1st Author's Name | Tae Sato |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 2nd Author's Name | Koji Ito |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 3rd Author's Name | Masanori Fujita |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 4th Author's Name | Minoru Kobayashi |
| 4th Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
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| Speaker | Author-1 |
| Date Time | 2012-03-08 14:30:00 |
| Presentation Time | 20 minutes |
| Registration for | LOIS |
| Paper # | LOIS2011-85 |
| Volume (vol) | vol.111 |
| Number (no) | no.470 |
| Page | pp.73-78 |
| #Pages | 6 |
| Date of Issue | 2012-03-01 (LOIS) |
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