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Research on the User Behavior-Based QoE Evaluation Method for HTTP Mobile Streaming

机译:基于用户行为的HTTP移动流QoE评估方法研究

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With the development of mobile network technology, HTTP mobile steaming is deployed by most of the video websites. Thus a lot of research works have been done on the Quality of experience (QoE) evaluation for HTTP mobile streaming. However, in most of them, only the factors in the network layer was considered, and the important information about user dissatisfaction with the video quality may be ignored. In this paper, we have made a survey to analyze the relationship between user satisfaction and user behaviors while a HTTP video is viewed, and we find that user behaviors will affect their QoE evaluation. Base on the findings, we propose a novel QoE evaluation method for HTTP mobile streaming which is based on user behaviors. The method combines user QoE with user expectations and moods inferred by user behaviors. In addition, not only the video fluency but also video clarity is considered in our work.
机译:随着移动网络技术的发展,大多数视频网站都部署了HTTP移动流。因此,已经对HTTP移动流的体验质量(QoE)评估进行了大量研究工作。但是,在大多数情况下,仅考虑网络层中的因素,并且可以忽略有关用户对视频质量不满意的重要信息。在本文中,我们进行了一项调查,以分析观看HTTP视频时用户满意度和用户行为之间的关系,发现用户行为将影响他们的QoE评估。基于这些发现,我们提出了一种基于用户行为的新颖的HTTP移动流QoE评估方法。该方法将用户QoE与通过用户行为推断出的用户期望和情绪结合在一起。此外,我们的工作不仅考虑视频流利度,还考虑视频清晰度。

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