高等教育中使用AI聊天机器人的机遇与挑战

Shanshan Yang, C. Evans
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引用次数: 49

摘要

随着时间的推移,人工智能(AI)会话聊天机器人越来越受欢迎,并被广泛应用于电子商务、网上银行、数字医疗保健和福利等领域。这项技术有可能为一系列消费者提供个性化服务。然而,聊天机器人在教育环境中的使用仍然有限。在本文中,我们介绍了华威大学华威制造集团目前正在开发的三种聊天机器人原型,并讨论了我们在考虑人工智能聊天机器人来支持我们在部门内的日常活动时所面临的潜在机遇和技术挑战。三个人工智能虚拟代理正在开发中:1)支持教学硕士课程模拟游戏的交付;2)支持培训和使用新引入的教育应用程序;3)改善大学院系内服务台请求的处理。我们希望这篇论文对那些对在教育领域使用聊天机器人感兴趣的人有帮助。我们还旨在提高聊天机器人开发行业内的人,特别是聊天机器人引擎提供商,对教育机构内的教育和运营需求的认识,这可能与其他领域的需求不同。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Opportunities and Challenges in Using AI Chatbots in Higher Education
Artificial intelligence (AI) conversational chatbots have gained popularity over time, and have been widely used in the fields of e-commerce, online banking, and digital healthcare and well-being, among others. The technology has the potential to provide personalised service to a range of consumers. However, the use of chatbots within educational settings is still limited. In this paper, we present three chatbot prototypes, the Warwick Manufacturing Group, University of Warwick, are currently developing, and discuss the potential opportunities and technical challenges we face when considering AI chatbots to support our daily activities within the department. Three AI virtual agents are under development: 1) to support the delivery of a taught Master's course simulation game; 2) to support the training and use of a newly introduced educational application; 3) to improve the processing of helpdesk requests within a university department. We hope this paper is informative to those interested in using chatbots in the educational domain. We also aim to improve awareness among those within the chatbot development industry, in particular the chatbot engine providers, about the educational and operational needs within educational institutes, which may differ from those in other domains.
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