基于Agent的智能教学系统建模与仿真研究

Yang Yang
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引用次数: 6

摘要

随着人工智能、移动计算等信息技术的发展,各种教育理念或产品已经成为现实,极大地推动了教育创新的发展。目前,MOOC、SPOC、微课程等教学模式的改革越来越受到重视,这些教学模式在促进学生学习、增强学生学习兴趣、拓宽学生视野等方面都比传统教学有着巨大的优势。然而,这些教学模式的整合仍然存在缺乏平台支持的问题。为了解决这一问题,本文提出了一种智能教学系统模型,简称ITS。ITS可以看作是一个平台或系统,也可以看作是由软件平台和硬件设备组成的新一代创新教学环境。与传统的课堂教学相比,智能教学系统强调线上线下、课内外的虚拟教学。根据上述定义,本文针对知识库、网络教育系统、智能教学平台和一些硬件设备等相关组件,提出了一种基于agent技术的智能教学系统建模与仿真。仿真证明,对智能教学系统进行建模是提高教学质量、提高教学效果的有效途径,智能教学系统有潜力成为市场上的应用产品。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Modeling and Simulation of Agent-based Intelligent Teaching System
With the development of information technology such as Artificial Intelligent and mobile computing, various kinds of education concepts or products have become a reality which great promote the development of educational innovation. Nowadays more and more attention are put on the reform of teaching mode, such as MOOC, SPOC, Micro-Course and so on. These teaching modes have tremendous advantages over traditional teaching on facilitating the students’ study, enhancing their learning interest and broadening their horizons. However, the problem of lacking of platform support for the integration of these teaching models still exists. In order to solve this problem, this article propose a model of intelligent teaching system, named ITS for short. The ITS could be regarded as a platform or a system but also a new generation of innovation teaching environment, consisting of software platform and hardware devices. Compared with the traditional classroom teaching, the intelligent teaching system gives emphasis on virtual teaching online and offline, in and out of class. In terms of the definition listed above, this article presents a modeling and simulation of intelligent teaching system basing on agent technique, targeting all components concerned, such as knowledge base, network education system, intelligent teaching platform and some hardware devices. The simulation proves that the modeling of the intelligent teaching system is an efficient way to enhance the quality of teaching and improve the teaching effect, and the intelligent teaching system has the potential to become an application product in the market.
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