Title :
A Swarm Approach for Automatic Auditing of Pedagogical Planning
Author :
Gutiérrez, Sergio ; Valigiani, Grégory ; Jamont, Yannick ; Collet, Pierre ; Delgado Kloos, Carlos
Author_Institution :
Univ. Carlos III of Madrid, Madrid
Abstract :
This paper describes a possible application of swarm intelligence techniques in e-learning: an auditing tool for pedagogical planning. Swarm intelligence techniques can be applied to a web system thanks to the fact that the available online material can be organized in a graph by means of hyperlinks. In this case, the swarm that moves on the graph is composed of students who unconsciously leave pheromones in the environment depending on their success or failure. The paper presents the system and shows its capacity to serve as an auditing tool for courses designed by a pedagogical team.
Keywords :
artificial intelligence; computer aided instruction; Web system; auditing tool; automatic auditing; e-learning; pedagogical planning; swarm approach; swarm intelligence; Ant colony optimization; Electronic learning; Evolutionary computation; Genetic algorithms; Information analysis; Navigation; Particle swarm optimization; Performance analysis; Robustness; Stochastic processes;
Conference_Titel :
Advanced Learning Technologies, 2007. ICALT 2007. Seventh IEEE International Conference on
Conference_Location :
Niigata
Print_ISBN :
0-7695-2916-X
DOI :
10.1109/ICALT.2007.39