arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1902.01800cs.HC
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共情机器人群体学习的现场研究

Empathic Robot for Group Learning: A Field Study

Patricia Alves-Oliveira, Pedro Sequeira, Francisco S. Melo, Ginevra Castellano, Ana Paiva

摘要:

这项工作探讨了一个小组学习的情况下,自主共情机器人。我们解决两个研究问题:(1)一个自主机器人设计的共情能力,促进协作学习在一个群体的背景下?(2)共情机器人能否在与学生群体的长期协作学习互动中维持积极的教育成果?为了回答这些问题,我们开发了一个具有同理心能力的自主机器人,它能够在关于可持续发展的学习活动中与一组学生互动。进行了两项研究。第一项研究比较了三种情况下儿童的学习结果:与移情机器人一起学习;与没有移情能力的机器人一起学习;以及在没有机器人的情况下学习。结果表明,具有同理心的自主机器人促进了关于可持续发展的有意义的讨论,这是可持续发展教育的学习成果。第二项研究的特点是,学生们在学校教室里与机器人互动两个月。长期的教育互动似乎并没有提供显着的学习收益,虽然有一个变化,在游戏中实现更多的可持续性。这一结果反映了在用于群体学习的教育机器人领域进行更长期研究的必要性。

英文摘要:

This work explores a group learning scenario with an autonomous empathic robot. We address two research questions: (1) Can an autonomous robot designed with empathic competencies foster collaborative learning in a group context? (2) Can an empathic robot sustain positive educational outcomes in long-term collaborative learning interactions with groups of students? To answer these questions, we developed an autonomous robot with empathic competencies that is able to interact with a group of students in a learning activity about sustainable development. Two studies were conducted. The first study compares learning outcomes in children across 3 conditions: learning with an empathic robot; learning with a robot without empathic capabilities; and learning without a robot. The results show that the autonomous robot with empathy fosters meaningful discussions about sustainability, which is a learning outcome in sustainability education. The second study features groups of students who interact with the robot in a school classroom for two months. The long-term educational interaction did not seem to provide significant learning gains, although there was a change in game-actions to achieve more sustainability during game-play. This result reflects the need to perform more long-term research in the field of educational robots for group learning.

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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