As the key to the development of higher vocational colleges,how to recruit more excellent students and reasonably allocate enrollment plans has become a prominent problem that has plagued the development of higher vocational col-leges.In view of this problem,the admission management system for higher vocational colleges based on data warehouse is designed and implemented.The system takes the admission information of a higher vocational college in Yunnan Province from 2021 to 2023 as the simulation data.Firstly,data cleaning is carried out,and the hierarchical storage of data is realized through Hive data ware-house.With the help of MLlib machine learning library of Spark data computing engine,the association rules of data are mined by FP-Growth algorithm,and then the management,analysis and decision-making functions of school admission information data are realized.
关键词
招生/Hive数据仓库/FP-Growth算法/关联规则
Key words
admission/Hive data warehouse/FP-Growth algorithm/association rules
维普
万方数据