Many research explore how well computers are able to examine emotions displayed by humans and use that data to perform different tasks. However, there have been very few research which evaluate the computers ability to generate emotion classification information in an attempt to help the user make decisions or perform tasks. This is a crucial area to explore as it is paramount to the two way communication between humans and computers. This research conducted an experiment to investigate the impact of different uncertainty information displays of emotion classification on the human decision making process. Results show that displaying more uncertainty information can help users to be more confident when making decisions.

翻译：许多研究探索了计算机检测人类情绪的能力，并利用这些数据执行不同任务。然而，很少有研究评估计算机生成情绪分类信息以帮助用户做出决策或执行任务的能力。这是一个需要探索的关键领域，因为它对人类与计算机之间的双向沟通至关重要。本研究通过一项实验，考察了情绪分类的不同不确定性信息展示对人类决策过程的影响。结果表明，展示更多不确定性信息能够帮助用户在决策时更有信心。