Paper Abstract and Keywords |
Presentation |
2014-11-22 11:45
Behavior Prediction from Lifelog Data Using A Virtual Communication-Network System Yusuke Omori, Ryoichi Shinkuma (Kyoto Univ.), Kazuhiro Yamaguchi (KDL), Tatsuro Takahashi (Kyoto Univ.) ISEC2014-66 SITE2014-57 LOIS2014-36 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Along with the development of mobile devices, users' daily activities like purchase histories or online access histroies can be stored as personal lifelog data easily.Therefore, it has been academically and commercially discussed how people's behaviors could be predicted from their lifelog data for information delivery or marketing.This paper proposes a virtual communication network system that can predict people's future behaviors.Compared with the conventional methods, simulation results validate that our proposed method has achieved a higher prediction accuracy even under the constraint of the equivalent computational cost. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Social Graph / Link prediction / Virtual-communication-network algorithm / Recall ratio / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 321, LOIS2014-36, pp. 59-64, Nov. 2014. |
Paper # |
LOIS2014-36 |
Date of Issue |
2014-11-14 (ISEC, SITE, 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) |
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ISEC2014-66 SITE2014-57 LOIS2014-36 |
Conference Information |
Committee |
ISEC LOIS SITE |
Conference Date |
2014-11-21 - 2014-11-22 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
LOIS |
Conference Code |
2014-11-ISEC-LOIS-SITE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Behavior Prediction from Lifelog Data Using A Virtual Communication-Network System |
Sub Title (in English) |
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Social Graph |
Keyword(2) |
Link prediction |
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Virtual-communication-network algorithm |
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Recall ratio |
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1st Author's Name |
Yusuke Omori |
1st Author's Affiliation |
Kyoto University (Kyoto Univ.) |
2nd Author's Name |
Ryoichi Shinkuma |
2nd Author's Affiliation |
Kyoto University (Kyoto Univ.) |
3rd Author's Name |
Kazuhiro Yamaguchi |
3rd Author's Affiliation |
Kobe Digital Labo Inc. (KDL) |
4th Author's Name |
Tatsuro Takahashi |
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Kyoto University (Kyoto Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-11-22 11:45:00 |
Presentation Time |
25 minutes |
Registration for |
LOIS |
Paper # |
ISEC2014-66, SITE2014-57, LOIS2014-36 |
Volume (vol) |
vol.114 |
Number (no) |
no.319(ISEC), no.320(SITE), no.321(LOIS) |
Page |
pp.59-64 |
#Pages |
6 |
Date of Issue |
2014-11-14 (ISEC, SITE, LOIS) |
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