An ontology-based software framework to provide educational data mining

Authors:
Tarsis Marinho;Evandro B. Costa;Diego Dermeval;Rafael Ferreira;Lucas M. Braz;Ig Ibert Bittencourt;Henrique Pacca L. Luna
Affiliations:
Federal University of Alagoas, Maceió, Alagoas, Brazil;Federal University of Alagoas, Maceió, Alagoas, Brazil;Federal University of Alagoas, Maceió, Alagoas, Brazil;Federal University of Alagoas, Maceió, Alagoas, Brazil;Federal University of Alagoas, Maceió, Alagoas, Brazil;Federal University of Alagoas, Maceió, Alagoas, Brazil;Federal University of Alagoas, Maceió, Alagoas, Brazil
Venue:
Proceedings of the 2010 ACM Symposium on Applied Computing
Year:
2010

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Abstract

This paper presents an ontology-based software framework for providing educational data mining applications, mainly offering flexibility of encapsulate mining techniques with semantic web services. It consists of an architecture based on three layers. A case study and illustrative scenario have been implemented to evaluate the framework feasibility. Currently, the evaluation shows the pontential benefits for both the developer and the teacher.