论文标题

Fitchat:鼓励老年人体育锻炼的对话人工智能干预措施

FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults

论文作者

Wiratunga, Nirmalie, Cooper, Kay, Wijekoon, Anjana, Palihawadana, Chamath, Mendham, Vanessa, Reiter, Ehud, Martin, Kyle

论文摘要

多种形式尝试了鼓励体育锻炼的数字行为变化干预措施。大多数情况下,干预措施是作为文本通知提供的,但是这些干预措施不会促进互动。会话AI的进步提高了自然语言的理解和产生,使AI聊天机器人可以与用户提供吸引人的体验。因此,聊天机器人最近在医疗保健中看到了通过自由文本或选择选择提供数字干预措施。在这项工作中,我们探讨了基于语音的AI聊天机器人作为一种新颖的干预方式,特别是针对老年人来鼓励体育锻炼。我们与老年人共同创建了AI聊天机器人的“ Fitchat”,并使用Think大声会话评估了第一个原型。我们的主题评估表明,老年人更喜欢基于语音的聊天,而不是文本通知或免费文本输入,并且该声音是鼓励动机的强大模式。

Delivery of digital behaviour change interventions which encourage physical activity has been tried in many forms. Most often interventions are delivered as text notifications, but these do not promote interaction. Advances in conversational AI have improved natural language understanding and generation, allowing AI chatbots to provide an engaging experience with the user. For this reason, chatbots have recently been seen in healthcare delivering digital interventions through free text or choice selection. In this work, we explore the use of voice-based AI chatbots as a novel mode of intervention delivery, specifically targeting older adults to encourage physical activity. We co-created "FitChat", an AI chatbot, with older adults and we evaluate the first prototype using Think Aloud Sessions. Our thematic evaluation suggests that older adults prefer voice-based chat over text notifications or free text entry and that voice is a powerful mode for encouraging motivation.

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