This survey presents recent progress on Affective Computing (AC) using mobile devices. AC has been one of the most active research topics for decades. The primary limitation of traditional AC research refers to as impermeable emotions. This criticism is prominent when emotions are investigated outside social contexts. It is problematic because some emotions are directed at other people and arise from interactions with them. The development of smart mobile wearable devices (e.g., Apple Watch, Google Glass, iPhone, Fitbit) enables the wild and natural study for AC in the aspect of computer science. This survey emphasizes the AC study and system using smart wearable devices. Various models, methodologies and systems are discussed in order to examine the state of the art. Finally, we discuss remaining challenges and future works.
翻译:本调查介绍了使用移动设备进行情感计算(AC)的最新进展。AC是几十年来最活跃的研究课题之一。传统AC研究的主要局限是不可渗透的情绪。这种批评在社会背景之外对情绪进行调查时很突出。由于某些情绪是针对其他人的,并且产生于与其他人的互动,所以有问题。智能移动式穿戴装置(例如苹果观察、谷歌玻璃、iPhone、Fitbit)的开发使得AC在计算机科学方面能够进行野生和自然的研究。这项调查强调AC研究和使用智能穿戴装置的系统。为了审查艺术的现状,我们讨论了各种模式、方法和系统。最后,我们讨论了其余的挑战和未来的工作。