在在线课程中,为了教育目的与会话代理系统进行交互

Donggil Song, E. Oh, Marilyn Rice
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引用次数: 68

摘要

由于远程教育为学习者创造了新的机会,高等教育中在线课程的注册人数急剧增加。然而,较高的流失率是该领域更重要的问题之一。教育研究人员发现,有意义的互动对学习者坚持在线课程起着重要作用。然而,对于一个单独的教师来说,促进学习者的积极互动体验是具有挑战性的。提高学习者与会话代理系统的交互能力的期望在远程教育领域受到了关注。很少有会话代理系统是为教育目的而开发的,很少有系统用于真正的在线学习环境。本研究旨在设计和开发一个会话代理系统,以促进学习者在在线课程中进行有意义的互动,并探索人类与会话代理系统或聊天机器人在高等教育在线课程中进行交互的可行性。本研究的主要发现表明,学习者和会话代理系统之间的即时、内容相关和高质量的交互适用于研究生水平的在线课程。讨论了研究的意义和未来的研究方向。
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Interacting with a conversational agent system for educational purposes in online courses
Since distance education creates new opportunities for learners, the enrollment in online courses has been sharply increasing in higher education. However, the higher attrition rate is one of the more significant concerns in this field. Educational researchers have found that meaningful interactions play a significant role in learner persistence in online courses. Still, it is challenging for an individual instructor to promote learners' positive interaction experiences. The expectation of improved learners' interaction with conversational agent systems has received attention in the distance education field. Few conversational agent systems have been developed for educational purposes, and few systems are used in real online learning settings. This study aims at designing and developing a conversational agent system to promote the learner's meaningful interaction in online courses, and also exploring the feasibility of human interaction with the conversational agent system, or chatbot, in online courses in higher education. The primary findings of this study show that instant, content-related, and quality interactions between the learner and the conversational agent system is applicable to graduate-level online courses. Implications and future research are discussed.
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