探索聊天机器人的语言风格,提高感知产品价值和用户参与度

Ela Elsholz, Jon Chamberlain, Udo Kruschwitz
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引用次数: 39

摘要

可以自动回答客户请求的聊天机器人已经成为电子商务网站上的一个常见功能。有许多因素可能会影响客户对此类服务的总体满意度。我们将探讨如何将语言风格添加到电子商务聊天机器人中,以提高用户满意度、感知产品价值、用户对产品的兴趣以及用户对聊天机器人服务的参与度。我们进行了一项实验性试点研究,用两个聊天机器人来卖电影票:一个用现代英语交流,另一个用莎士比亚风格的方言交流。169名参与者与随机分配的聊天机器人进行互动。结果表明,现代英语聊天机器人的用户满意度显著高于莎士比亚风格聊天机器人,而莎士比亚风格聊天机器人的用户参与度和感知产品价值更高。研究还发现,现代版本的聊天机器人更常被认为“容易使用”,而莎士比亚版本的聊天机器人更常被认为“使用起来很有趣”。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring Language Style in Chatbots to Increase Perceived Product Value and User Engagement
Chatbots that can automatically answer customer requests have become a common feature on e-commerce Web sites. There are many factors that might affect overall customer satisfaction with such services. We explore how adding language style to e-commerce chatbots can be used to increase user satisfaction, perceived product value, user interest in a product, and user engagement with a chatbot service. We conducted an experimental pilot study, where two chatbots were used to sell theatre tickets: one communicating in modern English and one in a Shakespearean-style dialect. 169 participants interacted with a randomly-assigned version of the chatbot. The results indicate that the bot talking in modern English showed a significantly higher user satisfaction, whereas the Shakespearean-styled chatbot showed higher user engagement and perceived product value. It was also found that the modern chatbot version was more often referred to as being 'easy to use', whereas the Shakespearean chatbot version was more often referred to as being 'fun to use'.
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