设计智能辅导系统:一个多智能体规划方法

R. Nkambou, F. Kabanza
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引用次数: 10

摘要

智能辅导系统(ITS)是计算机辅助的智能学习工具。这些系统的大多数最新架构都集中在导师或课程组件上,但很少关注不同组件之间的规划和智能协作。在本文中,我们通过描述一个涉及ITS处理不同层次的复杂规划过程的新架构,并通过将导师分解为两个不同的组件,一个专门用于教学行动计划,另一个专门用于生成多媒体演示,提出了几项改进。此外,由于使用了规划技术,用户界面变得更加健壮和灵活。这些改进是建立在Nkambou, Gauthier和Lefebvre的架构上的,但我们相信这里讨论的大多数重要思想也可以在其他架构中得到利用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Designing intelligent tutoring systems: a multiagent Planning Approach
Intelligent Tutoring Systems (ITS) are computer aided intelligent learning tools. Most recent architectures of these systems have focussed on the tutor or curriculum components, but with little attention being paid to planning and intelligent collaboration between the different components. In this paper, we propose several improvements by describing a new architecture that involves sophisticated planning processes at different levels of the ITS processing and by decomposing the tutor into two different components, one specialized in the tutorial actions planning and the other tailored for the generation of multimedia presentations. Moreover, the user interface is made more robust and flexible thanks in part to the use of planning techniques. These improvements are built on Nkambou, Gauthier and Lefebvre's architecture, but we believe that the most of the important ideas discussed herein may also be exploited in other architectures.
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