基于WWW的动态数据结构智能辅导系统adis

K. Warendorf
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引用次数: 13

摘要

在当今信息技术时代,多媒体课件正在改变教师和学习者的传统角色。超媒体为学习者提供了一个吸引学习者的环境,允许以有意义的方式构建知识。然而,这些课程缺乏聪明的导师。智能多媒体辅导系统(IMTS)可以提供一些解决方案,通过为学生提供多媒体界面功能,并增加监控学生表现的能力,并使用探究式教学方法为正确的解决方案提供指导。目前的智能交通系统存在昂贵的人工智能(AI)推理引擎、专家无法学习和处理激进的策略变异性以及庞大的经验搜索空间等问题。尽管存在无数种ITS,但没有一种拓扑能够提供完美的解决方案。该项目的主要目标是为实现超媒体IMTS的ITS组件提供最佳解决方案,在数据结构领域进行指导。所选择的拓扑的先决条件是低成本、高效率、平台无关性以及能够在万维网(WWW)上使用。ADIS已成功实现,并集成了图形用户界面(GUI)与学生交互。当前的框架包含链表、堆栈和队列微世界。
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ADIS-an Animated Data Structure Intelligent Tutoring System on the WWW
In today's information technology (IT) age, the traditional role of teachers and learners is being changed by multimedia courseware. Hypermedia offers much to learners in terms of providing an environment that engages the learner, allowing the construction of knowledge in a meaningful way. However, these packages lack intelligent tutors. Intelligent multimedia tutoring systems (IMTS) can offer some solutions by providing students multimedia interface features with the added ability to monitor the student's performance and to provide guidance towards the correct solution using methods of inquiry teaching. Current ITS suffer from expensive artificial intelligence (AI) inference engines, the inability for the expert to learn and handle radical strategy variability, and large empirical search spaces. Although a myriad of ITS exists, no one single topology provides a perfect solution. The main objective of this project was to provide an optimal solution to implementing an ITS component for the hypermedia IMTS, to coach in the domain of data structures. The pre-requisites for the topology chosen were low cost, high efficiency, platform independence, and the ability to be used on the World Wide Web (WWW). ADIS was successfully implemented and integrated with a graphical user interface (GUI) to interact with students The current framework contains the linked list, stack, and queue microworlds.
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