信任和倾听虚拟代理人:个性的影响

Jingyi Li, Michelle X. Zhou, Huahai Yang, G. Mark
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引用次数: 45

摘要

我们提供了一个智能的虚拟面试官,与用户进行基于文本的对话,并自动推断用户的心理特征,如个性。我们从两个角度调查了虚拟面试官的个性如何影响用户的行为:用户对虚拟面试官的信任和倾听意愿。我们开发了两个个性鲜明的虚拟面试官,并将他们部署到现实世界的招聘活动中。我们的调查结果来自于对316名实际求职者的访谈。值得注意的是,用户更愿意向一个严肃、自信的虚拟面试官吐露心声。此外,用户的个性特征,从他们的聊天文本推断,影响他们对虚拟面试官的看法,以及他们愿意向虚拟面试官倾诉和倾听。最后,我们讨论了基于用户特征构建超个性化智能代理的意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Confiding in and Listening to Virtual Agents: The Effect of Personality
We present an intelligent virtual interviewer that engages with a user in a text-based conversation and automatically infers the user's psychological traits, such as personality. We investigate how the personality of a virtual interviewer influences a user's behavior from two perspectives: the user's willingness to confide in, and listen to, a virtual interviewer. We have developed two virtual interviewers with distinct personalities and deployed them in a real-world recruiting event. We present findings from completed interviews with 316 actual job applicants. Notably, users are more willing to confide in and listen to a virtual interviewer with a serious, assertive personality. Moreover, users' personality traits, inferred from their chat text, influence their perception of a virtual interviewer, and their willingness to confide in and listen to a virtual interviewer. Finally, we discuss the implications of our work on building hyper- personalized, intelligent agents based on user traits.
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