探索基于客观测量参数的移动视频会话的视听质量的可接受性

Toon De Pessemier, K. Moor, Adrian Juan Verdejo, D. V. Deursen, W. Joseph, L. Marez, L. Martens, R. Walle
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引用次数: 10

摘要

尽管体验质量(QoE)在移动应用程序和服务的设计和开发中发挥着重要作用,但QoE评估仍然具有挑战性,特别是在现实生活(所谓的“生活实验室”)环境中。本文介绍了一项关于QoE的探索性跨学科研究的结果,更具体地说,是关于在现实环境中,在移动设备上观看视频时,不同视听质量的可接受性。主观测量的可接受性通过决策树来建模,该决策树使用了有关网络类型、传输协议、技术视频特征和用户行为的信息。本文提出的模型有助于估计用户在移动视频观看过程中对质量的主观评价,并通过动态改变对这种主观评价影响最大的参数来优化QoE。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the acceptability of the audiovisual quality for a mobile video session based on objectively measured parameters
Although Quality of Experience (QoE) plays a major role in the design and development of mobile applications and services, QoE assessment is still challenging, especially in real-life (so called ‘living lab’) contexts. This paper presents results from an exploratory, interdisciplinary study on QoE and more specifically, on the acceptability of varying audiovisual qualities during video watching on a mobile device, in a realistic setting. The subjectively measured acceptability is modeled by means of a decision tree which uses information about the network type, transport protocol, technical video characteristics, and user behavior. The proposed model may contribute to the estimation of users' subjective evaluation of the quality during mobile video watching and to QoE optimization by dynamically altering the parameters that have the largest influence on this subjective evaluation.
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