Predicting university major selection and academic performance through the combination of Apriori algorithm and deep neural network - Ouassif, Kheira; Ziani, Benameur (Education and information technologies, 2025)
Keywords: Academic achievement; Accuracy; Algorithms; Cognitive Ability; College Science; Computer Appl. in Social and Behavioral Sciences; Computer Science; Computers and Education; Data Collection; Data mining; Education; Educational Change; Educational Technology; Employment Level; Enrichment Activities; Family Income; Higher education; Influence of Technology; Information Systems Applications (incl.Internet); Information Technology; Intelligence; Learning Management Systems; Learning Processes; Literature Reviews; Majors (Students); Networks; Neural networks; Parent Participation; Search Strategies; Student Participation; Student Surveys; Success; University students; User Interfaces and Human Computer Interaction; University major selection; Educational data mining; Deep neural network; Student’s performance; Association rule