DocumentCode :
1954359
Title :
The data visualization technique in e-learning system
Author :
Brtka, Eleonora ; Brtka, Vladimir ; Ognjenovic, Visnja ; Berkovic, Ivana
Author_Institution :
Tech. Fac. “Mihajlo Pupin”, Univ. of Novi Sad, Zrenjanin, Serbia
fYear :
2012
fDate :
20-22 Sept. 2012
Firstpage :
489
Lastpage :
492
Abstract :
Data mining techniques and their applications are widely recognized as powerful tools in various domains. Educational data mining is an emerging discipline, concerned with developing methods for exploring the unique types of data that come from the educational context. In the domain of education, there are varieties of data of different types collected during the educational process. The main question is: Is it possible to process the collected data with the data mining system and what are main advantages of data mining and e-learning interaction? In this paper, we present an insight into the possible interaction between course management system and data mining techniques. The main goal of this work is to investigate some data mining techniques in order to deliver most appropriate learning object to the learner. In this paper, visualization as a data mining technique is investigated. For this purpose, free data mining tool Weka was used.
Keywords :
computer aided instruction; data mining; data visualisation; educational courses; course management system; data visualization technique; e-learning interaction; e-learning system; educational data mining techniques; educational process; free data mining tool Weka; learning object; Computers; Data mining; Data visualization; Databases; Educational institutions; Electronic learning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2012 IEEE 10th Jubilee International Symposium on
Conference_Location :
Subotica
Print_ISBN :
978-1-4673-4751-8
Electronic_ISBN :
978-1-4673-4749-5
Type :
conf
DOI :
10.1109/SISY.2012.6339570
Filename :
6339570
Link To Document :
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