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Effective Learning of Tax Regulations using Different Chatbot Techniques

机译:使用不同的Chatbot技术有效地学习税务规定

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Teaching tax-related regulations have always been a challenge due to the inclusion of external variables that hinder the learning process, such as the high complexity of tax systems and legislation variability. Universities have sought different alternatives to support the teaching process both outside and inside the classroom, ranging from recreational activities to active learning. This article will show the experience resulting from using a chatbot to support learning in accounting students for the teaching of tax regulations related to the Chilean tax system, comparing two types of tools, on the one hand, a free conversation chatbot using natural language processing versus a rule-based chatbot driven by a decision tree. The experimentation process was carried out with 50 higher education students, divided into an experimental group and a control group, in two different courses. The results obtained demonstrated in both cases greater effectiveness of the use of the chatbot in learning the tax matter, both in the free conversation chatbot where the experimental group obtained a 15.7% improvement versus the control group that obtained a 1.05% improvement, as in the chatbot that applied decision tree where the experimental group obtained a 32% improvement versus the control group with 5.2%. Considering the complexity of the content in tax matters and the little innovation in the existing teaching subjects in the area and that the students improve learning using both chatbot tools compared to other learning techniques, is considered a relevant contribution to teaching innovation.
机译:教学税收相关的法规始终是一个挑战,因为包含妨碍学习过程的外部变量,例如税收系统的高复杂性和立法变异性。大学寻求不同的替代方案来支持教学过程,课堂外部和内部,从娱乐活动到积极学习。本文将展示使用聊天设备来支持会计学生的学习的经验,以便在智利税制相关的税务规定教学中,一方面使用自然语言处理的自由对话聊天聊天聊天聊天。由决策树驱动的基于规则的Chatbot。实验过程与50名高等教育学生进行,分为实验组和对照组,在两种不同的课程中。在两种情况下,在学习税收的情况下,两种情况都有更大的效果,无论是在实验组获得的自由谈话聊天中,还有15.7%的改善,那么获得1.05%改善的对照组。聊天,应用决策树,实验组获得32%的改善与对照组的5.2%。考虑到税务事项内容的复杂性以及该地区现有教学科目的小型创新,以及学生使用聊天工具改善学习与其他学习技术相比,被认为是对教学创新的相关贡献。

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