Web log mining techniques to optimize Apriori association rule algorithm in sports data information management.

ABSTRACT: To optimize the current college sports data information management system, this study combines the Apriori association rule algorithm with web application development technology to upgrade the management system. Firstly, this study explores novel log mining techniques in genetic algorithms and web application development technology. Secondly, by integrating log mining techniques to optimize the Apriori algorithm, associations between sports data and information are discovered. Through the optimized algorithm, this study identifies key association rules of sports data information and validates the optimized system's reliability and effectiveness through experiments. The experimental results show that the running time of the traditional Apriori algorithm exponentially grows with the increase

SUBMITTER: Li T 

PROVIDER: S-EPMC11480465 | biostudies-literature | 2024 Oct

REPOSITORIES: biostudies-literature