分析聊天机器人作为对话式阅读辅助工具:对学习兴趣和学习者互动的影响

Chen-Chung Liu, Chen Wei Chiu, Chia-Hui Chang, Fang-ying Lo
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摘要

教育聊天机器人因其独特的互动性、即时性、易用性和个性化体验等优势,正在获得越来越多的关注。然而,关于聊天机器人如何在广泛的阅读环境中促进同伴间的协作学习,从而鼓励更活跃的互动,支持进一步的兴趣培养,这方面的文献相当有限。因此,本研究旨在分析聊天机器人在促进人际互动方面的能力和局限性,具体做法是结合精炼的 "学术生产性谈话 "框架,为小学学习者培育学习社区、形成准确的知识、培养严谨的思维和鼓励情感反应。具体来说,研究目的是观察学习者的情境兴趣、互动模式和社会学习行为。本研究开发了一个存储有 64 本儿童故事书的聊天机器人,用于发起和促进同伴对话。一组 30 名学习者配对开展了两次聊天机器人辅助的对话阅读活动。共分析了 30 篇对话日志和学生对情境兴趣调查的反馈。这项研究的话语分析支持聊天机器人作为有效的对话发起者和讨论促进者,支持人与聊天机器人和人与人之间的社会学习。聊天机器人鼓励多样化的互动对话氛围,并确定了四种互动模式。与聊天机器人初次相遇的情景兴趣得到了提升,但他们的兴趣却无法持续。本文讨论了教育聊天机器人的承受能力和局限性。
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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Analysis of a chatbot as a dialogic reading facilitator: its influence on learning interest and learner interactions

Educational chatbots are gaining momentum due to their distinctive affordances of interactivity, immediacy, ease of use, and individualized experience. However, a fairly limited body of literature discusses how a chatbot can facilitate collaborative learning among peers in extensive reading contexts to encourage more vibrant interactions supporting further interest development. Therefore, this research aimed to analyze the affordances and limitations of a chatbot to facilitate human–human interactions by incorporating the refined Academically Productive Talk framework for nurturing a learning community, forming accurate knowledge, fostering rigorous thinking, and encouraging affective responses for elementary school learners. Specifically, the purpose of the research was to observe the situational interest of the learners, their interaction patterns, and their social learning behaviors. This research developed a chatbot stored with 64 children’s storybooks to initiate and facilitate peer dialogues. A group of 30 learners were paired up to conduct two chatbot-facilitated dialogic reading activities. A total of 30 discourse logs and students’ feedback on a survey of situational interest were analyzed. The discourse analysis of this research supports the affordances of the chatbot acting as an effective dialogue initiator and discussion facilitator to support both human-chatbot and human–human social learning. The chatbot encourages a diverse interactive dialogic climate, and four interaction patterns were identified. The situational interest of the initial encounter with the chatbot was boosted; however, their interest was unable to be sustained. The implications for the affordances and limitations of educational chatbots are discussed.

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