Work

The Application of Data Mining in the Community Characteristics Analysis of University Students

Year: 2014

Type: article

Abstract: This paper made a in-depth research on the application of data mining in academic management system based on overall understanding of data mining, and selected the data sample of students in grade 2007 of Logistics Management major of Logistics School of Beijing Wuzi University, this paper used Clementine software to establish decision tree model and clustering model to analyze students’ cluster characteristics by taking students’ academic achievement, score of college entrance examination, CET 4 and CET 6 level, students’ family income and psychological health, the research can help school notice development features of students in order to improve way of students’ cultivation.

Source: Advanced materials research

DOI: 10.4028/www.scientific.net/amr.1008-1009.1530

Authors: Xu Feng Zhang, Zi Min Wu, Qiu Chao Deng, Li Qiu Song

Institution: Beijing Wuzi University

Language: English

Topic: Online Learning and Analytics

Subfield: Computer Science Applications

Field: Computer Science

Domain: Physical Sciences

SDG: Quality education

Open Access status: hybrid

OpenAlex ID: W2022786205

FWCI:

Cites:

Cited by: 4

Related to: 10