Discovering Interesting Patterns in an e-Learning System

被引：0

作者：

Udristoiu, Anca Loredana ^{[1
]}

Udristoiu, Stefan ^{[1
]}

机构：

[1] Univ Craiova, Fac Automat, Computers & Elect, Craiova, Romania

来源：

STATE-OF-THE-ART AND FUTURE DIRECTIONS OF SMART LEARNING | 2016年

关键词：

e-learning; Variable precision rough set; Clustering; Rules; ROUGH SET MODEL; REDUCTS;

D O I：

10.1007/978-981-287-868-7_51

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

This paper presents a method for discovering interesting patterns in an e-learning system using a clustering method based on variable precision rough set theory and association rules. The information from each cluster is then used to generate interesting rules in order to help teachers in the learning process and to understand students' behavior. To accomplish this, a database with students enrolled for a "Database" course is analyzed and the presented method discovers rules of the students' behavior regarding the assignments, course quizzes, and also the rules of student's interaction with teacher and other students.

引用

页码：423 / 432

页数：10

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