Presentation | 2015-06-18 Estimation of visitors' sojourn time at a booth and their behavior based on their Wi-Fi location data Masaki Maruta, Yuta Sano, Akifumi Kiyohiro, Tsunenori Mine, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The paper discusses visitor’s movement analysis by using Wi-Fi location data obtained at Interop Tokyo 2014. We first calculated each visitor’s sojourn time at booths. Next, we classified visitors into 159 clusters by k-Means. Finally, we analyzed cluster behaviors with category labels of each booth. Results of the research explain most of clusters’ characteristics, and show the fact that most of visitors visited only a part of area of the event, not in entire one. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Wi-Fi location data / movement behavior analysis / category label / clustering / estimating sojourn time |
Paper # | AI2015-6 |
Date of Issue | 2015-06-11 (AI) |
Conference Information | |
Committee | AI |
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Conference Date | 2015/6/18(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Toshiharu Sugawara(Waseda Univ.) |
Vice Chair | Tsunenori Mine(Kyushu Univ.) / Daisuke Katagami(Tokyo Polytechnic Univ.) |
Secretary | Tsunenori Mine(Kyoto Univ.) / Daisuke Katagami(Shizuoka Univ.) |
Assistant | Yuichi Sei(Univ. of Electro-Comm.) |
Paper Information | |
Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Estimation of visitors' sojourn time at a booth and their behavior based on their Wi-Fi location data |
Sub Title (in English) | |
Keyword(1) | Wi-Fi location data |
Keyword(2) | movement behavior analysis |
Keyword(3) | category label |
Keyword(4) | clustering |
Keyword(5) | estimating sojourn time |
1st Author's Name | Masaki Maruta |
1st Author's Affiliation | Kyushu University(Kyushu Univ.) |
2nd Author's Name | Yuta Sano |
2nd Author's Affiliation | Kyushu University(Kyushu Univ.) |
3rd Author's Name | Akifumi Kiyohiro |
3rd Author's Affiliation | Kyushu University(Kyushu Univ.) |
4th Author's Name | Tsunenori Mine |
4th Author's Affiliation | Kyushu University(Kyushu Univ.) |
Date | 2015-06-18 |
Paper # | AI2015-6 |
Volume (vol) | vol.115 |
Number (no) | AI-97 |
Page | pp.pp.31-36(AI), |
#Pages | 6 |
Date of Issue | 2015-06-11 (AI) |