Open AccessApplication of swarm intelligence technique to learning scenario personalization
Author(s) -
Inga Žilinskienė,
Svetlana Kubilinskienė
Publication year - 2012
Publication title -
lietuvos matematikos rinkinys
Language(s) - English
Resource type - Journals
eISSN - 2335-898X
pISSN - 0132-2818
DOI - 10.15388/lmr.b.2012.48
Subject(s) - personalization , computer science , swarm intelligence , ant colony optimization algorithms , artificial intelligence , swarm behaviour , machine learning , particle swarm optimization , world wide web
The paper is aimed to analyse learning scenario personalization according to learning styles. In order to do that swarm intelligence technique is discussed and modified ant colony optimization method is suggested. Computer simulation is carried out to verify its suitability to the problem of learning scenario personalization. The results of the computer simulation is presented and parameters custamization, long cold-start problems are discuseed.