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arXiv 2501.04860cs.ROcs.HC
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探索机器人在日记研究中的应用

Exploring the Use of Robots for Diary Studies

University of Wisconsin–Madison(威斯康星大学麦迪逊分校)

Michael F. Xu, Bilge Mutlu

AI总结:

针对传统日记法缺乏互动与追问的问题,本文提出Diary Robot系统,通过一周家庭部署验证机器人可作为互动式日记工具有效收集信息。

摘要:

随着研究真实环境中人机交互的兴趣不断增长,人们需要能够在一段时间内、在自然化或可能涉及隐私的环境中收集数据的方法。HRI研究人员越来越多地在这些研究中使用日记法,要求研究参与者在一段时间内自行使用一种结构化的数据收集工具,即日记。尽管日记法为研究人员提供了观察其无法进入的场景的独特窗口,但它也缺乏访谈类方法所具备的互动性和追问能力。本文探索了一种新型数据收集方法,即由机器人扮演互动式日记的角色。我们开发了Diary Robot系统,并进行了为期一周的家庭部署,以评估该方法的可行性和有效性。以传统的基于文本和基于音频的日记为基准,我们发现机器人能够有效引出预期信息。我们对研究发现进行了反思,并描述了将机器人作为数据收集工具用于日记研究可能特别适用的场景。

英文摘要:

As interest in studying in-the-wild human-robot interaction grows, there is a need for methods to collect data over time and in naturalistic or potentially private environments. HRI researchers have increasingly used the diary method for these studies, asking study participants to self-administer a structured data collection instrument, i.e., a diary, over a period of time. Although the diary method offers a unique window into settings that researchers may not have access to, they also lack the interactivity and probing that interview-based methods offer. In this paper, we explore a novel data collection method in which a robot plays the role of an interactive diary. We developed the Diary Robot system and performed in-home deployments for a week to evaluate the feasibility and effectiveness of this approach. Using traditional text-based and audio-based diaries as benchmarks, we found that robots are able to effectively elicit the intended information. We reflect on our findings, and describe scenarios where the utilization of robots in diary studies as a data collection instrument may be especially applicable.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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