Paper Abstract and Keywords |
Presentation |
2018-03-02 11:10
Modeling User's Resolution Selection in Video Streaming by Quantum Decision Making Tatsuya Otoshi, Masayuki Murata (Osaka Univ.) IN2017-123 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Various services including video streaming are provided via the Internet. In the future, as network virtualization technology advances, building and controlling a network for each service is expected to make the network suitable for the service. In this case, it is necessary to design the network construction and operation from the viewpoint of the quality of experience (QoE) of users. Although research on modeling QoE of users has been advanced, the QoE changes according to the user's psychological effect, so it can be difficult to model the complete QoE in the conventional model. On the other hand, quantum decision making has begun to be drawing attention in recent years as a model expressing human cognitive state and decision making. In quantum decision making, it is possible to represent human behavior, which is hard to express in the conventional cognitive model, and it is regarded as promising as a more general model. In this paper, we attempt to model user's behavior when viewing video streaming by the quantum decision making. Through simulation, we show that the tendency of video resolution selection caused by psychological effects of users can be modeled. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Quantum Decision Making / QoE / Video Streaming / MPEG-DASH / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 460, IN2017-123, pp. 201-206, March 2018. |
Paper # |
IN2017-123 |
Date of Issue |
2018-02-22 (IN) |
ISSN |
Print edition: ISSN 0913-5685 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) |
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IN2017-123 |
Conference Information |
Committee |
NS IN |
Conference Date |
2018-03-01 - 2018-03-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Phoenix Seagaia Resort |
Topics (in Japanese) |
(See Japanese page) |
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General |
Paper Information |
Registration To |
IN |
Conference Code |
2018-03-NS-IN |
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Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Modeling User's Resolution Selection in Video Streaming by Quantum Decision Making |
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Quantum Decision Making |
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QoE |
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Video Streaming |
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MPEG-DASH |
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1st Author's Name |
Tatsuya Otoshi |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Masayuki Murata |
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Osaka University (Osaka Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-03-02 11:10:00 |
Presentation Time |
20 minutes |
Registration for |
IN |
Paper # |
IN2017-123 |
Volume (vol) |
vol.117 |
Number (no) |
no.460 |
Page |
pp.201-206 |
#Pages |
6 |
Date of Issue |
2018-02-22 (IN) |
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