Affiliation:
1. College of Chemistry and Materials Engineering, Beijing Technology and Business University, Beijing 100048, China
2. School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
Abstract
Computer-based technologies have changed our daily lives, such as the way we live, interact, learn, and play. Data collected through these technologies are now being used to support the second round of revolution in all of these areas. Data mining (DM) research has progressed rapidly in recent years, and the information design of educational management systems has also progressed significantly. Using big data technologies, several educational management systems have collected a great deal of information. However, the DM implementation in educational management systems is still in its initial stages. The use of DM techniques in educational management systems is theoretically important and practically useful. With the advancement of information technology (IT) in the field of college education, the present ideological and political theory courses in colleges and universities have gradually developed into information-based teaching, which has increased teaching efficiency and quality. This paper investigates the “work assessment quantitative table” of ideological and political education (IAPE) administration in universities using data mining and clustering technology techniques. In addition, this study utilizes the k-means clustering algorithms to analyze the data from the “work assessment quantitative table” of IAPE of university administration, which successfully overcomes the limitations and inadequacies of standard analysis approaches.
Funder
East China University of Political Science and Law
Subject
Computer Networks and Communications,Computer Science Applications
Reference25 articles.
1. Analysis on the construction of network IAPE system in colleges and universities;L. Yue;Beijing Education (Higher Education Edition),2017
2. Dynamic Authorization Management Model Based on ASP.NET and WBS
3. Xian technological university research on the management of IAPE in colleges and universities based on data mining technology;Q. Liu;Electronics Test,2015
4. Design and performance analysis of data mining techniques based on decision trees and naive bayes classifier;M. S. Elayidom;Journal of Convergence Information Technology,2011
5. Research on the Development of Innovation Path of Ideological and Political Education in Colleges and Universities Based on Cloud Computing and K-Means Clustering Algorithm Model
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