DocumentCode
3139780
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
fYear
2007
fDate
18-20 July 2007
Firstpage
136
Lastpage
138
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Learning Technologies, 2007. ICALT 2007. Seventh IEEE International Conference on
Conference_Location
Niigata
Print_ISBN
0-7695-2916-X
Type
conf
DOI
10.1109/ICALT.2007.39
Filename
4280973
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