最小人格中的行为与偏好:具身会话主体的研究

Yuting Chen, A. Naveed, R. Porzel
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引用次数: 17

摘要

赋予具身会话代理人格可以使其与人类对话者的互动更加自然。为了弥合用户和代理之间的性格差异,我们为相应的代理设计了最小的两种性格,即内向和外向的代理。每种语言都结合了不同的语言和非语言行为。在本文中,我们对两个智能体的说话和行为风格的影响进行了研究,并探讨了与口语对话系统相关的设计因素。结果表明,用户对外向型代理的偏好高于内向型代理。代理的人格特征影响用户的偏好、对话和行为。统计上,用户与外向的代理更健谈,这是非常显著的。我们还研究了对话中的自发语言不流畅性,并证明了外向行为模型减少了用户的语言不流畅性。此外,具有不同心智模型的用户对代理的行为也不同。研究结果表明,代理人的最小人格对对话者的行为影响最大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Behavior and preference in minimal personality: a study on embodied conversational agents
Endowing embodied conversational agent with personality affords more natural modalities for their interaction with human interlocutors. To bridge the personality gap between users and agents, we designed minimal two personalities for corresponding agents i.e. an introverted and an extroverted agent. Each features a combination of different verbal and non-verbal behaviors. In this paper, we present an examination of the effects of the speaking and behavior styles of the two agents and explore the resulting design factors pertinent for spoken dialogue systems. The results indicate that users prefer the extroverted agent to the introverted one. The personality traits of the agents influence the users' preferences, dialogues, and behavior. Statistically, it is highly significant that users are more talkative with the extroverted agent. We also investigate the spontaneous speech disfluency of the dialogues and demonstrate that the extroverted behavior model reduce the user's speech disfluency. Furthermore, users having different mental models behave differently with the agents. The results and findings show that the minimal personalities of agents maximally influence the interlocutors' behaviors.
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