Residential College | false |
Status | 已發表Published |
QoE Evaluation of Multimedia Services Based on Audiovisual Quality and User Interest | |
Song Jiarun1; Yang Fuzheng1; Zhou Yicong2; Wan Shuai3; Wu H.R.4 | |
2016-03 | |
Source Publication | IEEE Transactions on Multimedia |
ISSN | 15209210 |
Volume | 18Issue:3Pages:444 - 457 |
Abstract | Quality of experience (QoE) has significant influence on whether or not a user will choose a service or product in the competitive era. For multimedia services, there are various factors in a communication ecosystem working together on users, which stimulate their different senses inducing multidimensional perceptions of the services, and inevitably increase the difficulty in measurement and estimation of the user's QoE. In this paper, a user-centric objective QoE evaluation model (QAVIC model for short) is proposed to estimate the user's overall QoE for audiovisual services, which takes account of perceptual audiovisual quality (QAV) and user interest in audiovisual content (IC) amongst influencing factors on QoE such as technology, content, context, and user in the communication ecosystem. To predict the user interest, a number of general viewing behaviors are considered to formulate the IC evaluation model. Subjective tests have been conducted for training and validation of the QAVIC model. The experimental results show that the proposed QAVIC model can estimate the user's QoE reasonably accurately using a 5-point scale absolute category rating scheme. © 2015 IEEE. |
Keyword | Audiovisual Quality Audiovisual Services Quality Of Experience (Qoe) User Interest Viewing Behavior |
DOI | 10.1109/TMM.2016.2520090 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science ; Telecommunications |
WOS Subject | Computer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications |
WOS ID | WOS:000371931600011 |
The Source to Article | Scopus |
Scopus ID | 2-s2.0-84962264863 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE Faculty of Science and Technology |
Affiliation | 1.Collaborative Innovation Center of Information Sensing and Understanding and ISN, Xidian University, Xi’an 710071, China 2.Department of Computer and Information Science, University of Macau, Macau, China 3.School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710129, China 4.School of Electrical and Computer Engineering, Royal Melbourne Institute of Technology, Melbourne, VIC 3001, Australia |
Recommended Citation GB/T 7714 | Song Jiarun,Yang Fuzheng,Zhou Yicong,et al. QoE Evaluation of Multimedia Services Based on Audiovisual Quality and User Interest[J]. IEEE Transactions on Multimedia, 2016, 18(3), 444 - 457. |
APA | Song Jiarun., Yang Fuzheng., Zhou Yicong., Wan Shuai., & Wu H.R. (2016). QoE Evaluation of Multimedia Services Based on Audiovisual Quality and User Interest. IEEE Transactions on Multimedia, 18(3), 444 - 457. |
MLA | Song Jiarun,et al."QoE Evaluation of Multimedia Services Based on Audiovisual Quality and User Interest".IEEE Transactions on Multimedia 18.3(2016):444 - 457. |
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