论文标题
量化移动用户的低势焦虑及其对视频观看行为的影响
Quantifying Low-Battery Anxiety of Mobile Users and Its Impacts on Video Watching Behavior
论文作者
论文摘要
如今，人们越来越依赖手机进行日常沟通，学习和业务。随之而来的是，它会引起低迷焦虑（LBA）。尽管已经揭幕了一段时间，但LBA尚未经过彻底的调查。如果没有更好地了解LBA，就很难通过减轻LBA和提高移动用户的经验质量（QOE）来精确验证节能和管理技术。为了填补空白，我们对2000多个移动用户进行了调查，研究他们对LBA的感觉和反应，并在电池电量排出期间量化其焦虑程度。作为一个案例研究，我们还研究了LBA对视频观看中用户行为的影响，并且通过收集的大量答案，我们能够量化用户放弃有吸引力的视频的可能性与手机电池状态的可能性。这项工作中获得的经验发现和定量模型不仅揭示了现代移动用户中LBA的特征，而且还为Qoe-Aware Aware移动应用程序和服务的设计，评估和改进提供了宝贵的参考。
People nowadays are increasingly dependent on mobile phones for daily communication, study, and business. Along with this it incurs the low-battery anxiety (LBA). Although having been unveiled for a while, LBA has not been thoroughly investigated yet. Without a better understanding of LBA, it would be difficult to precisely validate energy saving and management techniques in terms of alleviating LBA and enhancing Quality of Experience (QoE) of mobile users. To fill the gap, we conduct an investigation over 2000+ mobile users, look into their feelings and reactions towards LBA, and quantify their anxiety degree during the draining of battery power. As a case study, we also investigate the impact of LBA on user's behavior at video watching, and with the massive collected answers we are able to quantify user's abandoning likelihood of attractive videos versus the battery status of mobile phone. The empirical findings and quantitative models obtained in this work not only disclose the characteristics of LBA among modern mobile users, but also provide valuable references for the design, evaluation, and improvement of QoE-aware mobile applications and services.
