Presentation | 2016-01-29 Human behavior prediction using network-graph based context model in mobile environment Naoto Kawai, Ryoichi Shinkuma, Kazuhiro Yamaguchi, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In general, human behaviors depend on contextual factors like location, time, day, and companions. Therefore, it has been studied to predict how people behaviors change dependently of contextual factors. This report proposes a new mathematical modeling method that uses the network graph representation and enables predicting context-based behaviors. In the research field where researchers discuss how to model context-based behaviors, the vector representation has been well used. However, it requires a huge amount of memory capacity and computational power. Therefore, in this report, we generate simulated behavior logs and using those logs, we will validate our method through the comparison with the conventional vector representation. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | behavior prediction / context / network graph |
Paper # | MoNA2015-49 |
Date of Issue | 2016-01-21 (MoNA) |
Conference Information | |
Committee | MICT / ASN / MoNA |
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Conference Date | 2016/1/28(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Hotel Okada |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Ambient intelligence, ICT for Medical, Healthcare and Sports, etc |
Chair | Ryuji Kohno(Yokohama National Univ.) / Hiroshi Tohjo(NTT) / Hiroaki Morino(Shibaura Inst. of Tech.) |
Vice Chair | Masaru Sugimachi(National Cerebral and Cardiovascular Center) / Takahiro Aoyagi(Tokyo Inst. of Tech.) / Hiroo Sekiya(Chiba Univ.) / Hiraku Okada(Nagoya Univ.) / Kiyohito Yoshihara(KDDI R&D Labs.) / Ryoichi Shinkuma(Kyoto Univ.) |
Secretary | Masaru Sugimachi(NICT) / Takahiro Aoyagi(Nagoya Inst. of Tech.) / Hiroo Sekiya(Kanagawa Inst. of Tech.) / Hiraku Okada(NTT) / Kiyohito Yoshihara(KDDI R&D Labs.) / Ryoichi Shinkuma(Kumamoto Univ.) |
Assistant | Kohei Ohno(Meiji Univ.) / Keisuke Shima(Yokohama National Univ.) / Tomoko Tateyama(Ritsumeikan Univ.) / Yuichi Igarashi(Hitachi) / Katsuhiro Naito(Aichi Inst. of Tech.) / Kiyohiko Hattori(NICT) / Hiroshi Fujita(Fujitsu Labs.) / Takuro Yonezawa(Keio Univ.) / Yoshifumi Morihiro(NTT DoCoMo) / Hisashi Kurasawa(NTT) / Makoto Suzuki(Univ. of Tokyo) |
Paper Information | |
Registration To | Technical Committee on Healthcare and Medical Information Communication Technology / Technical Committee on Ambient intelligence and Sensor Networks / Technical Committee on Mobile Network and Applications |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Human behavior prediction using network-graph based context model in mobile environment |
Sub Title (in English) | |
Keyword(1) | behavior prediction |
Keyword(2) | context |
Keyword(3) | network graph |
1st Author's Name | Naoto Kawai |
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) |
Date | 2016-01-29 |
Paper # | MoNA2015-49 |
Volume (vol) | vol.115 |
Number (no) | MoNA-436 |
Page | pp.pp.51-54(MoNA), |
#Pages | 4 |
Date of Issue | 2016-01-21 (MoNA) |