异常点检测算法在教育领域的应用研究

Application of Outlier Detection Algorithm in Education

综合考虑计算机信息技术与人工智能技术的发展现状,以及大量的数据和算法在各领域的运用。如何将信息技术在工业、金融等领域的成熟经验转移到教育领域,逐渐成为教育信息化、智慧校园等工程的重点研究方向。基于此,针对数据挖掘算法中的异常点检测算法,综合近几年相关领域的研究和发展情况,对该算法在教育领域能够发挥作用的几个方面进行了探讨,希望研究结论能为教育领域的相关问题提供可行的解决途径。

A comprehensive consideration is given to the development of computer information technology and artificial intelligence technology,as well as the application of a large amount of data and algorithms in various fields.How to transfer the mature experience of information technology in industry and finance to the field of education has gradually become the key research direction of educational informatization,smart campus and so on.Based on this,aiming at the outlier detection algorithm in data mining,this paper synthesizes the research and development of related fields in recent years,and discusses on several aspects that the algorithm can play a role in the field of education.It is hoped that the conclusions can provide a feasible way to solve the related problems in the field of education.