Title: MatPort – online mathematics learning with a bioinspired decision-making system

Authors: Barbara Korousic Seljak, Gregor Papa

Addresses: Computer Systems Department, Jozef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia. ' Computer Systems Department, Jozef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia

Abstract: In this paper, we present a methodology for learning elementary-school mathematics online. It is supported by a decision making system, based on evolutionary computation, which leads a student in selecting an optimal subset of math items to effectively upgrade the knowledge. We evaluated the system|s effectiveness with the active participation of experienced teachers and students. The teachers evaluated solutions provided by the systems, judging the selection with respect to content areas and difficulty levels. The students were solving math items suggested by the system, gradually improving their knowledge. They both agreed that the system could effectively be used for e-learning.

Keywords: e-learning; evolutionary optimisation; web-based applications; electronic learning; online learning; mathematics education; bioinspired decision making; elementary schools.

DOI: 10.1504/IJICA.2011.037951

International Journal of Innovative Computing and Applications, 2011 Vol.3 No.1, pp.50 - 57

Published online: 21 Mar 2015 *

Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article