Based on BP neural network method to establish higher education health evaluation system

Menghui Chu, Zekai Wang, Zirui Zhao
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Abstract

This paper is here to develop a model that can assess the health status of the higher education system in any country. Then select a country and propose a set of policies that will move that country from its current state to its target state. Five indicators for the evaluation of the education system are formulated. Then, Python crawler is used to capture the data of different countries under these five indicators from the Internet. Then, K-means++ clustering method is used to classify countries into three classes. The significance and specific results of classification are shown in 4.2.1 and Table3. Then, according to different types of countries, TOPSIS based on entropy weight method is used to establish a system that can evaluate the health status of higher education in any country.
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基于BP神经网络方法建立高等教育健康评价体系
本文旨在建立一个可以评估任何国家高等教育系统健康状况的模型。然后选择一个国家,并提出一套政策,将该国家从当前状态转移到目标状态。制定了评价教育体系的五项指标。然后,使用Python爬虫从互联网上捕获这五个指标下不同国家的数据。然后,使用k -means++聚类方法将国家分为三类。分类的意义和具体结果见4.2.1和表3。然后,根据不同类型的国家,采用基于熵权法的TOPSIS方法,建立了一个可以对任何国家的高等教育健康状况进行评价的体系。
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