THE RELATIONSHIP BETWEEN PREVIOUS QUALIFICATION CHARACTERISTICS AND UNIVERSITY GRADUATES USING ASSOCIATION RULES

Abstract

This study investigates the correlation factors between previous qualification and graduates of private universities using association rules mining. The experiments were conducted on a real dataset comprising graduates from three private universities. FP-Growth was utilized to create association rules in the experiments. The performance assessment criteria were a minimum support of 0.10 and a minimum confidence of 0.95. The findings suggest a strong relationship between high-achieving pharmacy graduates and whose previous education was a diploma in pharmacy.