用户对智能手机电源管理有上下文偏好吗?

Sophie Welber, Valerie Zhao, Claire Dolin, Olivia Morkved, H. Hoffmann, Blase Ur
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引用次数: 1

摘要

智能手机必须平衡功能和性能。虽然大多数智能手机都提供省电模式,但它们通常在全面性能和整体性能下降(例如,降低屏幕亮度和处理速度)之间提供二选一的选择,以节省电力。智能手机能否根据使用环境自动降级选定的功能,从而改善用户体验?为了衡量人们对节能策略的偏好是否因环境而异,我们进行了一项304名参与者的基于调查的实验。每个参与者被分配了一个上下文(例如,导航)和降级级别。他们观看了一系列并排模拟,一台智能手机在这种情况下正常运行,另一台智能手机在GPS精度、处理速度或屏幕亮度降低的情况下运行。参与者评估了他们为节省电力而接受每一种权衡的意愿。对比当前的节能模式,我们发现参与者的偏好确实因环境而异。使用因素分析来聚类偏好,我们确定了关键角色,为智能手机节能模式的上下文感知和自我感知替代方案铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Do Users Have Contextual Preferencesfor Smartphone Power Management?
Smartphones must balance power and performance. While most smartphones offer a power-saving mode, they typically provide a binary choice between full performance and monolithic performance degradation (e.g., reducing both screen brightness and processing speed) to save power. Could smartphones improve the user experience by automatically degrading only selected features based on the usage context? To gauge whether preferences for power-saving strategies vary by context, we conducted a 304-participant, survey-based experiment. Each participant was assigned a context (e.g., navigation) and degradation level. They viewed a series of side-by-side simulations of one smartphone operating normally in that context and another operating with reduced GPS accuracy, processing speed, or screen brightness. Participants rated their willingness to accept each tradeoff to save power. Contrasting current power-saving modes, we found that participants’ preferences did indeed vary by context. Using factor analysis to cluster preferences, we identified key personas that pave the way toward context-aware and self-aware alternatives to smartphone power-saving modes.
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