Intelligent tutoring Module for a 3Dgame-based science e-learning platform

Donfeng Liu, L. Barba-Guaman, Priscila Valdiviezo Díaz, G. Riofrío
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引用次数: 1

Abstract

The three-dimensional (3D) game-based intelligent science tutoring system (GIST) is an e- learningplatform for science. The individual complexity of 3D games and conventional intelligent tutoring systems (ITS)results in extra complexities in system design and development of GIST. It is significant to develop practicalGIST, not just to seek the powerful ones. The main contribution of this paper is the lightweight modelling of theintelligent tutoring module based on the brief-desire-intention (BDI) framework. The tutoring module, which isimplemented by integration of the BDI framework into a game actor, can be able to suggest to each studentspecific learning tasks based on his/her learning histories. As a study case, algebra-based physics are intentionallychosen as the learning contents in this 3D game-based learning system, since the most of existing 3D game-basedlearning systems only focused on the qualitative understanding of physical concepts. Our proposed modelling isonly based on the BDI reasoning mechanism, so it can be easily extended to obtain practical GIST by usingstandard game engines.
基于3d游戏的科学电子学习平台智能辅导模块
基于三维游戏的智能科学辅导系统(GIST)是一个面向科学的电子学习平台。3D游戏和传统智能教学系统的个体复杂性导致了GIST系统设计和开发的额外复杂性。重要的是要发展实用主义,而不仅仅是寻求强大的。本文的主要贡献是基于brief-desire-intention (BDI)框架的智能辅导模块的轻量化建模。辅导模块通过将BDI框架集成到游戏actor中来实现,可以根据每个学生的学习历史向他/她建议特定的学习任务。作为研究案例,我们有意选择基于代数的物理作为这个基于3D游戏的学习系统的学习内容,因为现有的大多数基于3D游戏的学习系统只专注于对物理概念的定性理解。我们提出的模型仅基于BDI推理机制,因此可以很容易地通过使用标准游戏引擎扩展到实际的GIST。
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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