Presentation | 2014-11-22 Behavior Prediction from Lifelog Data Using A Virtual Communiation-Network System Yusuke OMORI, Ryoichi SHINKUMA, Kazuhiro YAMAGUCHI, Tatsuro TAKAHASHI, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Along with the development of mobile devices, users' daily activities like purchase histories or online access histories 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) |
Keyword(in English) | Social Graph / Link prediction / Virtual-communication-network algorithm / Recall ratio |
Paper # | ISEC2014-66,SITE2014-57,LOIS2014-36 |
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Committee | SITE |
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Conference Date | 2014/11/14(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Social Implications of Technology and Information Ethics (SITE) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Behavior Prediction from Lifelog Data Using A Virtual Communiation-Network System |
Sub Title (in English) | |
Keyword(1) | Social Graph |
Keyword(2) | Link prediction |
Keyword(3) | Virtual-communication-network algorithm |
Keyword(4) | Recall ratio |
1st Author's Name | Yusuke OMORI |
1st Author's Affiliation | Graduate School of Informatics, Kyoto University() |
2nd Author's Name | Ryoichi SHINKUMA |
2nd Author's Affiliation | Graduate School of Informatics, Kyoto University |
3rd Author's Name | Kazuhiro YAMAGUCHI |
3rd Author's Affiliation | Kobe Digital Labo Inc. |
4th Author's Name | Tatsuro TAKAHASHI |
4th Author's Affiliation | Graduate School of Informatics, Kyoto University |
Date | 2014-11-22 |
Paper # | ISEC2014-66,SITE2014-57,LOIS2014-36 |
Volume (vol) | vol.114 |
Number (no) | 320 |
Page | pp.pp.- |
#Pages | 6 |
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