Font Size: a A A

Study Of Application Of Association Rule On Teaching Appraisal

Posted on:2017-03-13Degree:MasterType:Thesis
Country:ChinaCandidate:Y H ZhangFull Text:PDF
GTID:2297330482990108Subject:Software engineering
Abstract/Summary:PDF Full Text Request
Higher education plays an important role on a nation’s efficiency and technology progress. It is also a key that a country to keep the core competitiveness and an important component of the human society. Since the reform and opening up, the higher education of China have developed rapidly, but the quality and level of the higher education still have obvious difference with the developed countries. For this reason, how to make better education quality is a subject which we have been thinking and doing all the times. What are associated with the education quality and how strong the relationship is? If we can exactly understand and grasp the information, it is no doubt that this result would be greatly helpful for improving the quality of the higher education. In this paper, what we want to resolve is finding out these related information.Data mining is the processes of extracting connection information and knowledge, which is implicated in them and people don’t know in advance,but is potentially useful, from a large data by analyzing each data. Data mining is deemed to one of a foreland of the data mining system and a most promising cross-subject by the information industry. Association rule is an important Patterning data mining. And the association rules algorithm is an important model of the data mining technology. This paper is to apply the association rules algorithm to the higher education teaching quality evaluation, hoping to find out the connection between the teaching qualities of higher education with the other factors.Abstractly this paper points out the deficient case of the traditional qualitative analysis, quantitative analysis and standard deviation in teaching evaluation, applies the data mining association rules mining to the teaching evaluation, and finding out the association rules between theeffect of classroom teaching and teacher teaching process and the teaching methods. The main achievements of this paper are as follows:I have implemented a data mining system based on the Apriori algorithm.Considering the characters of the data of education quality, I have applied the above system in the study of education, analyzed the related factors and advising.
Keywords/Search Tags:Data Mining, the Apriori Algorithm, Association Rules, Education Quality, Support Degree, Confidence Degree
PDF Full Text Request
Related items