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All Journal International Journal of Intelligent Systems and Applications in Engineering
Udristoiu, Stefan
Advanced Technology and Science (ATScience)
Computer Science & IT

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Grade prediction improved by regular and maximal association rules Udristoiu, Anca Loredana; Udristoiu, Stefan
International Journal of Intelligent Systems and Applications in Engineering Vol 3, No 2 (2015)
Publisher : Advanced Technology and Science (ATScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18201/ijisae.17210

Abstract

In this paper we propose a method of predicting student scholar performance using the power of regular and maximal association rules. Due to the large number of generated rules, traditional data mining algorithms can become difficult and inappropriate to educational systems. Thus, we use some methods to overcome this problem, discovering rules useful in educational process. These methods are applied to the e-learning system Moodle, for “Database” course.
Co-Authors Udristoiu, Anca Loredana