对人工智能体育活动数字助理的看法和期望--焦点小组研究

IF 3.8 2区 心理学 Q1 PSYCHOLOGY, APPLIED
Corneel Vandelanotte, Danya Hodgetts, D.L.I.H.K. Peris, Ashmita Karki, Carol Maher, Tasadduq Imam, Mamunur Rashid, Quyen To, Stewart Trost
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引用次数: 0

摘要

目前还没有开发和研究过使用全方位机器学习功能的人工智能体力活动数字助理。本研究旨在探讨潜在用户对使用此类数字助理的看法和期望。共进行了六次 90 分钟的在线焦点小组会议(n = 45 名成人)。对会议进行了记录、转录和主题分析。与会者接受了 "数字助手 "提供体育活动支持的想法。与会者表示,他们希望收到数字助理的通知,但对通知的数量、时间、语气和内容没有达成一致意见。同样,他们还表示数字助理的个性和外观应该是可定制的。与会者理解有必要向数字助理提供信息以实现个性化,但在愿意提供信息的程度上却大相径庭。撇开隐私问题不谈,与会者对使用人工智能或机器学习来换取功能更强大、更个性化的数字助理的想法表示赞同。总之,参与者已经为人工智能体力活动数字助理做好了准备,但他们强调需要个性化或定制应用程序的几乎所有功能。这对开发应用程序的成本和复杂性提出了挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Perceptions and expectations of an artificially intelligent physical activity digital assistant — A focus group study
Artificially intelligent physical activity digital assistants that use the full spectrum of machine learning capabilities have not yet been developed and examined. This study aimed to explore potential users' perceptions and expectations of using such a digital assistant. Six 90‐min online focus group meetings (n = 45 adults) were conducted. Meetings were recorded, transcribed and thematically analysed. Participants embraced the idea of a ‘digital assistant’ providing physical activity support. Participants indicated they would like to receive notifications from the digital assistant, but did not agree on the number, timing, tone and content of notifications. Likewise, they indicated that the digital assistant's personality and appearance should be customisable. Participants understood the need to provide information to the digital assistant to allow for personalisation, but varied greatly in the extent of information that they were willing to provide. Privacy issues aside, participants embraced the idea of using artificial intelligence or machine learning in return for a more functional and personal digital assistant. In sum, participants were ready for an artificially intelligent physical activity digital assistant but emphasised a need to personalise or customise nearly every feature of the application. This poses challenges in terms of cost and complexity of developing the application.
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来源期刊
CiteScore
12.10
自引率
2.90%
发文量
95
期刊介绍: Applied Psychology: Health and Well-Being is a triannual peer-reviewed academic journal published by Wiley-Blackwell on behalf of the International Association of Applied Psychology. It was established in 2009 and covers applied psychology topics such as clinical psychology, counseling, cross-cultural psychology, and environmental psychology.
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