Grade prediction improved by regular and maximal association rules

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.

Authors and Affiliations

Anca Loredana Udristoiu *| University of Craiova, Department of Computers and Information Technology blvd. Decebal, n. 107,Craiova, Romania, Stefan Udristoiu| University of Craiova, Department of Computers and Information Technology blvd. Decebal, n. 107,Craiova, Romania

Keywords

Related Articles

Process modelling and simulation of a Simple Water Treatment Plant

Water treatment plants are likely to experience problems such as the water level both in the filter cells and in the tanks tend to fluctuate widely. These create the potential for partial drainage, overflow, and potentia...

PID Parameters Prediction Using Neural Network for A Linear Quarter Car Suspension Control

Providing control for suspension systems in vehicles is an enhancing factor for comfort and safety. With the improvement of control conditions, it is possible to design a cost-efficient controller which will maintain opt...

Classification of Wheat Types by Artificial Neural Network

In this study, the types of wheat seeds are classified using present data with artificial neural network (ANN) approach. Seven inputs, one hidden layer with 10 neurons and one output has been used for the ANN in our syst...

Application of ANN Modelling of Fire Door Resistance

Fire doors are compulsorily used in every kind of building nowadays. The determination of fire doors’ resistance in which kind of buildings is also essential. This determination is needed to be watched through the experi...

Cloud Computing Environments Which Can Be Used in Health Education

At the present time, it is known that cloud computing technologies began to be used widely in information technology. The purpose of this study is to provide information about cloud technologies that can be used in healt...

Download PDF file
  • EP ID EP770
  • DOI 10.18201/ijisae.17210
  • Views 387
  • Downloads 44

How To Cite

Anca Loredana Udristoiu *, Stefan Udristoiu (2015). Grade prediction improved by regular and maximal association rules. International Journal of Intelligent Systems and Applications in Engineering, 3(2), 57-61. https://europub.co.uk/articles/-A-770