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Child-Robot Interactions for Second Language Tutoring to Preschool Children

机译:学龄前儿童第二语言辅导的儿童机器人互动

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In this digital age social robots will increasingly be used for educational purposes, such as second language tutoring. In this perspective article, we propose a number of design features to develop a child-friendly social robot that can effectively support children in second language learning, and we discuss some technical challenges for developing these. The features we propose include choices to develop the robot such that it can act as a peer to motivate the child during second language learning and build trust at the same time, while still being more knowledgeable than the child and scaffolding that knowledge in adult-like manner. We also believe that the first impressions children have about robots are crucial for them to build trust and common ground, which would support child-robot interactions in the long term. We therefore propose a strategy to introduce the robot in a safe way to toddlers. Other features relate to the ability to adapt to individual children’s language proficiency, respond contingently, both temporally and semantically, establish joint attention, use meaningful gestures, provide effective feedback and monitor children’s learning progress. Technical challenges we observe include automatic speech recognition (ASR) for children, reliable object recognition to facilitate semantic contingency and establishing joint attention, and developing human-like gestures with a robot that does not have the same morphology humans have. We briefly discuss an experiment in which we investigate how children respond to different forms of feedback the robot can give.
机译:在这个数字时代,社交机器人将越来越多地用于教育目的,例如第二语言辅导。在这篇有远见的文章中,我们提出了许多设计功能来开发一个对儿童友好的社交机器人,该机器人可以有效地支持儿童进行第二语言学习,并且我们讨论了开发这些机器人时的一些技术挑战。我们建议的功能包括选择开发机器人,使其可以作为同伴在第二语言学习过程中激励孩子并同时建立信任,同时仍比孩子知识渊博,并像成人一样架设该知识。方式。我们还认为,儿童对机器人的第一印象对于他们建立信任和共同基础至关重要,这将长期支持儿童与机器人的互动。因此,我们提出了一种策略,以安全的方式向幼儿介绍机器人。其他功能还涉及以下能力:适应单个儿童的语言能力,在时间和语义上做出有条件的响应,建立共同的注意力,使用有意义的手势,提供有效的反馈并监视儿童的学习进度。我们观察到的技术挑战包括针对儿童的自动语音识别(ASR),可促进语义偶然性和建立共同注意力的可靠对象识别,以及使用与人类形态不一样的机器人开发类似人类的手势。我们简要讨论了一个实验,在该实验中我们研究了儿童如何响应机器人可以提供的不同形式的反馈。

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