一个用于学术咨询的教育网络应用程序

R. Abdulwahhab, Humood Salem Al Makhmari, Sultan Nasser Al Battashi
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引用次数: 7

摘要

本文介绍了一种交互式、智能化、自动化的网络教育咨询系统。该应用程序通过自动识别和实现学生的学业目标,促进学习方法的发展,促进学生的发展。这种新的应用程序有助于避免人工版本的学术咨询系统的问题,并自动化规划和调度服务。在许多方法中,人工智能(IA)具有构建此类应用程序的最合适范例。在本研究中,为了在申请中达到一定程度的自动建议,强烈推荐遗传算法(GAs)和决策树,它们可以帮助制定短期课程计划,以及对注册课程的感知评分。该应用程序已在教育环境中由经验丰富的顾问和20名学生进行了成功的实施和测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An educational web application for academic advising
This paper presents an interactive, intelligent and automatic web educational application for an academic advising system. The application is used to promote the learning method and enhance the development of students by identifying and achieving their academic goals automatically. Such new application assists to avoid the problems of the manual version of the academic advising system and automate the planning and scheduling services. Among many approaches, Artificial Intelligent (IA) has the most appropriate paradigm for building such application. In this study, to reach a degree of automatic advising in the proposed application, Genetic Algorithms(GAs) and Decision Tree are highly recommend which could be helpful for developing the short-term curricular schedule, as well as perception marks to the registered courses. The application has been successfully implemented and tested during an experiment with experienced advisors and 20 students in the educational environment.
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