On the Teaching Path of Ideology in Colleges and Universities Based on Culture of Students' Professional Quality

Abstract

In recent years, the research of data mining has developed very rapidly, the information construction of
education management system has also developed well, and all kinds of education management systems have
accumulated rich data. However, the application of data mining in education management system is still in the
exploratory stage. During the teaching process, it can be found that some students' ideology and professional
quality are not very satisfactory. Colleges and universities transport skilled talents for various market enterprises,
and their professional quality and values are very important. Ideology can be integrated with professional quality
training, so as to improve students' comprehensive qualities. Clustering algorithm is used to realize the relevant
experience of ideological education for college counselors, which has certain reference significance for the
management of ideology in colleges and universities. Therefore, studying the application of data mining
technology in education management system has important theoretical significance and practical application
value.