| Presentation | 2019-01-17 User Behavior Analysis with Real Data Towards Micropayment Services Yuka Sagisaka, Marat Zhanikeev, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With rapid spread of various online video and audio streaming services, most of them depend on a continuous monthly payment plan. Specifically, the problem with such plans is they require users to subscribe to the service. This paper considers a model in which payment happens on a per-song basis, where it becomes important to analyze and classify user behavior to estimate the efficiency of the proposed micropayment model. Focusing on minimizing transaction cost which naturally occurs with micropayments, this paper looks into the possibility to classify users into sporadic versus continuous groups, where the latter is more convenient from the viewpoint of incurred transaction cost. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | micropayments / user modeling / user behavior / na?ve Bayesian classifier / transaction cost economy / content streaming / data traces |
| Paper # | CQ2018-77 |
| Date of Issue | 2019-01-10 (CQ) |
| Conference Information | |
| Committee | CQ |
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| Conference Date | 2019/1/17(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Metropolitan Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Video/Voice Services Quality, Media Quality, Network Quality and QoS Control, Networks and Communications at Disaster, User Behavior, Machine Learning, etc. |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Nippon Inst. of Tech.) |
| Assistant | Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | User Behavior Analysis with Real Data Towards Micropayment Services |
| Sub Title (in English) | |
| Keyword(1) | micropayments |
| Keyword(2) | user modeling |
| Keyword(3) | user behavior |
| Keyword(4) | na?ve Bayesian classifier |
| Keyword(5) | transaction cost economy |
| Keyword(6) | content streaming |
| Keyword(7) | data traces |
| 1st Author's Name | Yuka Sagisaka |
| 1st Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| 2nd Author's Name | Marat Zhanikeev |
| 2nd Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| Date | 2019-01-17 |
| Paper # | CQ2018-77 |
| Volume (vol) | vol.118 |
| Number (no) | CQ-395 |
| Page | pp.pp.7-12(CQ), |
| #Pages | 6 |
| Date of Issue | 2019-01-10 (CQ) |