Design of Course Analysis and Management System based on Decision Tree Algorithm
Yang Liu,Hang Lv
Journal of Information & Systems Management, Vol. 15, No. 1, 2025.
DOI: https://doi.org/10.6025/jism/2025/15/1/30-37
Link: https://www.dline.info/jism/fulltext/v15n1/jismv15n1_4.pdf
Abstract:
With the development of technology, significant progress has been made in the informatization of higher
education, and the management of games has greatly benefited from this progress. To better use this
information, we propose a decision tree algorithm that can effectively analyze and manage games to improve
the quality of physical education teaching. First, we delve into our data mining method - the C4.5 decision tree
algorithm- and propose a complete course analysis, management system framework, and the corresponding
database design. Then, we use ASP.NET as the development language, and with the support of SQL Server
2008 and Visual Studio 2010, we implement the systemâ€™s functionalities. After testing, we find that the
proposed games analysis and management system performs excellently in terms of runtime and accuracy,
providing strong support for improving the efficiency and quality of game management.