Admission management system for higher vocational colleges based on data warehouse
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.
admissionHive data warehouseFP-Growth algorithmassociation rules
万方数据
维普
