改进电子学习环境的决策支持系统设计新方法

Khodadadi Dehkordi Zahra
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引用次数: 2

摘要

随着科学技术的进步和信息技术对人类生活的影响越来越大,学习过程本身也采取了新的形式。电子学习是教育环境中的一个新课题,在近年来的培训方式中逐渐占据了一席之地。但是由于在e-learning系统中,教师和学生之间没有面对面的接触,课程中的教师和学生都不知道彼此的行为,所以在这些类型的系统中,学生和教授之间需要反馈,这将有助于改善教与学的过程。虽然这些系统中的大多数都可以提供报告工具,但教师通常无法提供学生状况的清晰视图。在本文中,我们研究了高效查询搜索,以及全局问题,旨在通过设计决策支持系统的新方法来解决这一问题,该系统将使教师能够回答此类问题,以便使用基于数据库管理系统中的数据的数据挖掘技术来了解学生的学习成绩。最后,论文总结并建议这些课程的教师不需要学习和数据挖掘技术,而只需要一个或多个模型来解释教师和其他教育活动的结果,这对帮助是必不可少的。
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New approach to the design of decision support system to improve e-learning environments
With the advancement of science and technology and the increasing impact of information technology on human life, the learning process itself has taken a new form. E-learning is a new topic in education environments and gradually has found its proper place in the recent training methods. But due to the fact that, there is no face to face contact between the teachers and students in e-learning systems, neither the teachers nor the students in the course are aware of each other's behavior, so in these types of systems, the need of feedback between the students and the professors is felt, this will help improve the teaching and learning process. Although most of these systems can offer a reporting tool, the teachers, in general, cannot provide a clear view about the status of their students. In this paper we investigate efficient query search, as well as global issues, with the aim of solving this problem with a new approach in the design of decision support systems, a system which would enable teachers to answer questions like these in order to understand students' academic achievement using data mining techniques based on the data in the database management system for educational content. Finally, the paper concludes and suggests that teachers of these courses do not require the learning and data mining techniques, but only a model or models are needed to interpret the results of teachers and other educational activities that are essential to help.
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