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A Method for Determination of an Opening Learning Scenario in Intelligent Tutoring Systems

机译:确定智能辅导系统中开放学习场景的方法

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The intelligent tutoring systems should guarantee an effective learning. Students who use those systems should achieve better learning results in a shorter time. Our previous research pointed out that the personalization of the learning scenario allows to satisfy the mentioned postulates. In this paper the method for determination of an opening learning scenario is presented. Before a student begins to learn an opening scenario is determined based on information provided during a registration process. User is offered the optimal learning path suitable for his learning styles and a current knowledge level. Worked out method applied the ant colony optimization technique. The effectiveness of the proposed solution was tested in a specially implemented environment. The researches demonstrate that the algorithm gives quite good results, because 66% of the learning material in the determined learning scenario were adapted to student's learning styles.
机译:智能补习系统应保证有效的学习。使用这些系统的学生应该在较短的时间内获得更好的学习效果。我们之前的研究指出,学习场景的个性化可以满足上述假设。本文提出了一种确定开放学习场景的方法。在学生开始学习之前,根据注册过程中提供的信息确定开放方案。为用户提供适合其学习方式和当前知识水平的最佳学习路径。制定的方法应用了蚁群优化技术。在特殊实施的环境中测试了所提出解决方案的有效性。研究表明,该算法取得了很好的效果,因为在确定的学习场景中,有66%的学习材料都适应了学生的学习风格。

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