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Robot-Mediated Interviews: Do Robots Possess Advantages over Human Interviewers When Talking to Children with Special Needs?

机译:机器人介导的访谈:与有特殊需要的孩子交谈时,机器人是否比人类访谈者具有优势?

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Children that have a disability are up to four times more likely to be a victim of abuse than typically developing children. However, the number of cases that result in prosecution is relatively low. One of the factors influencing this low prosecution rate is communication difficulties. Our previous research has shown that typically developing children respond to a robotic interviewer very similar compared to a human interviewer. In this paper we conduct a follow up study investigating the possibility of Robot-Mediated Interviews with children that have various special needs. In a case study we investigated how 5 children with special needs aged 9 to 11 responded to the humanoid robot KASPAR compared to a human in an interview scenario. The measures used in this study include duration analysis of responses, detailed analysis of transcribed data, questionnaire responses and data from engagement coding. The main questions in the interviews varied in difficulty and focused on the theme of animals and pets. The results from quantitative data analysis reveal that the children interacted with KASPAR in a very similar manner to how they interacted with the human interviewer, providing both interviewers with similar information and amounts of information regardless of question difficulty. However qualitative analysis suggests that some children may have been more engaged with the robotic interviewer.
机译:残疾儿童遭受虐待的可能性是正常发育儿童的四倍。但是,导致起诉的案件数量相对较少。影响这种低起诉率的因素之一是沟通困难。我们以前的研究表明,通常发育中的孩子对机器人面试官的反应与人类面试官的反应非常相似。在本文中,我们进行了一项后续研究,以调查机器人中介访问具有各种特殊需求的儿童的可能性。在一个案例研究中,我们调查了5名9至11岁有特殊需求的儿童与人种机器人KASPAR相比,在面试场景中的反应如何。这项研究中使用的措施包括:答复的持续时间分析,转录数据的详细分析,问卷答复和参与编码的数据。访谈中的主要问题难度各异,并以动物和宠物为主题。定量数据分析的结果表明,儿童与KASPAR的互动方式与他们与人类访员的互动方式非常相似,无论提问难度如何,都为访调员提供了相似的信息和大量的信息。但是,定性分析表明,一些孩子可能更喜欢与机器人面试官互动。

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