聊天机器人语言的正式性是否影响用户的自我表露?

Samuel Rhys Cox, Wei Tsang Ooi
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引用次数: 6

摘要

聊天机器人越来越多地被用来取代人类采访者和调查表格,从用户那里获取信息。本文提出了两项研究,调查了聊天机器人会话风格的正式性如何影响用户与聊天机器人互动并向聊天机器人透露敏感信息的可能性。在我们的第一项研究中,我们表明被请求的信息的领域和敏感性影响用户偏好的会话风格。具体来说,当用户被要求披露敏感的健康信息时,他们认为正式的风格更有能力、更合适。在我们的第二项研究中,我们通过分析用户与聊天机器人谈论他们的牙线时的用户话语质量,进一步调查了健康领域。我们发现,不每天使用牙线的用户在与正式的聊天机器人交谈时,会给出更高质量的回答。这些发现可以帮助设计师为他们给定的用例选择聊天机器人的语言形式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Does Chatbot Language Formality Affect Users’ Self-Disclosure?
Chatbots are increasingly used to replace human interviewers and survey forms for soliciting information from users. This paper presents two studies that investigate how the formality of a chatbot’s conversational style can affect the likelihood of users engaging with and disclosing sensitive information to a chatbot. In our first study, we show that the domain and sensitivity of the information being requested impact users’ preferred conversational style. Specifically, when users were asked to disclose sensitive health information, they perceived a formal style as more competent and appropriate. In our second study, we investigate the health domain further by analysing the quality of user utterances as users talk to a chatbot about their dental flossing. We found that users who do not floss every day gave higher quality responses when talking to a formal chatbot. These findings can help designers choose a chatbot’s language formality for their given use case.
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