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Paper Abstract and Keywords
Presentation 2019-01-17 10:55
User Behavior Analysis with Real Data Towards Micropayment Services
Yuka Sagisaka, Marat Zhanikeev (Tokyo Univ. of Science) CQ2018-77
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) micropayments / user modeling / user behavior / naïve Bayesian classifier / transaction cost economy / content streaming / data traces /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 395, CQ2018-77, pp. 7-12, Jan. 2019.
Paper # CQ2018-77 
Date of Issue 2019-01-10 (CQ) 
ISSN 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)
Download PDF CQ2018-77

Conference Information
Committee CQ CBE  
Conference Date 2019-01-17 - 2019-01-18 
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. 
Paper Information
Registration To CQ 
Conference Code 2019-01-CQ 
Language Japanese 
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) naïve Bayesian classifier  
Keyword(5) transaction cost economy  
Keyword(6) content streaming  
Keyword(7) data traces  
Keyword(8)  
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)
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Speaker Author-1 
Date Time 2019-01-17 10:55:00 
Presentation Time 25 minutes 
Registration for CQ 
Paper # CQ2018-77 
Volume (vol) vol.118 
Number (no) no.395 
Page pp.7-12 
#Pages 6 
Date of Issue 2019-01-10 (CQ) 

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