Confiding in and Listening to Virtual Agents: The Effect of Personality

November 02, 2018 Β· Declared Dead Β· πŸ› International Conference on Intelligent User Interfaces

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Authors Jingyi Li, Michelle X. Zhou, Huahai Yang, Gloria Mark arXiv ID 1811.00746 Category cs.AI: Artificial Intelligence Cross-listed cs.HC Citations 63 Venue International Conference on Intelligent User Interfaces Last Checked 3 months ago
Abstract
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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