Storytelling with robots: Learning companions for preschool children's language development

J. K. Westlund, C. Breazeal
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引用次数: 137

Abstract

Children's oral language skills in preschool can predict their academic success later in life. As such, increasing children's skills early on could improve their success in middle and high school. To this end, we propose that a robotic learning companion could supplement children's early language education. The robot targets both the social nature of language learning and the adaptation necessary to help individual children. The robot is designed as a social character that interacts with children as a peer, not as a tutor or teacher. It will play a storytelling game, during which it will introduce new vocabulary words, and model good story narration skills, such as including a beginning, middle, and end; varying sentence structure; and keeping cohesion across the story. We will evaluate whether adapting the robot's level of language to the child's - so that, as children improve their storytelling skills, so does the robot - influences (i) whether children learn new words from the robot, (ii) the complexity and style of stories children tell, (iii) the similarity of children's stories to the robot's stories. We expect children will learn more from a robot that adapts to maintain an equal or greater ability than the children, and that they will copy its stories and narration style more than they would with a robot that does not adapt (a robot of lesser ability). However, we also expect that playing with a robot of lesser ability could prompt teaching or mentoring behavior from children, which could also be beneficial to language learning.
用机器人讲故事:学龄前儿童语言发展的学习伙伴
学龄前儿童的口语技能可以预测他们以后在学业上的成功。因此,尽早提高孩子的技能可以提高他们在初中和高中的成功。为此,我们建议机器人学习伙伴可以作为儿童早期语言教育的补充。机器人的目标是语言学习的社会性质和必要的适应,以帮助个别儿童。这个机器人被设计成一个社会角色,它与孩子们作为同伴互动,而不是作为导师或老师。它会玩一个讲故事的游戏,在这个游戏中,它会介绍新的词汇,并模仿良好的故事叙述技巧,比如包括开头、中间和结尾;句子结构多变;保持整个故事的连贯性。我们将评估是否使机器人的语言水平适应儿童的语言水平——这样,当儿童提高他们讲故事的技能时,机器人也会这样做——会影响(i)儿童是否从机器人那里学习新单词,(ii)儿童讲故事的复杂性和风格,(iii)儿童故事与机器人故事的相似性。我们希望孩子们能从一个适应能力与孩子持平甚至更高的机器人身上学到更多,并且他们会比不适应的机器人(能力较低的机器人)更多地模仿它的故事和叙述风格。然而,我们也希望与能力较弱的机器人一起玩耍可以促进孩子们的教学或指导行为,这也可能对语言学习有益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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