Study on Data Mining with Decision Tree Algorithm in the Student Information Management System

Liang Li; Ying Zheng; Xiao Hua Sun; Fu Shun Wang

doi:10.4028/www.scientific.net/AMM.543-547.3602

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 543-547Study on Data Mining with Decision Tree Algorithm...

Study on Data Mining with Decision Tree Algorithm in the Student Information Management System

Abstract:

With the advance of education informationization in china, information technology and data mining technology has been widely used in the field of education. The decision tree method is one of the data mining methods; it does not require any assumption, can intelligent classification to a large amount of data directly. According to certain rules to find hidden and valuable information.Use the idea of learners as the center as guiding principle, using decision tree algorithm of data mining technology to build student information management system, selects typical C4.5 algorithm among the decision tree methods, Take mass information about employment of graduation in university students' information management system as an example to generate the decision tree, collect potential rules and factors in favor of graduat employment, so as to guide the education and management.

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Periodical:

Applied Mechanics and Materials (Volumes 543-547)

Pages:

3602-3605

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.543-547.3602

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Online since:

March 2014

Authors:

Liang Li*, Ying Zheng, Xiao Hua Sun, Fu Shun Wang

Keywords:

Data Mining (DM), Decision Tree Algorithm, Management System, Student Information

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* - Corresponding Author

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