Title :
A Trace-Based Learner Modelling Framework for Technology-Enhanced Learning Systems
Author :
Settouti, Lemya ; Guin, Nathalie ; Mille, Alain ; Luengo, Vanda
Author_Institution :
CNRS, Univ. de Lyon, Lyon, France
Abstract :
In this paper we present a general framework to describe a trace-based learner modelling process. This framework includes three knowledge models: the first model is an explicit representation of observations about learner´s interactions with a TEL-system, the second model describes the structure and elements describing the Learner Model and the last model describes the main knowledge elements types that could be required to calculate and infer learner profile elements (leaner individual features).
Keywords :
computer aided instruction; knowledge representation; TEL-system; knowledge models; learner profile elements; technology enhanced learning systems; trace-based learner modelling; Adaptation model; Artificial intelligence; Buildings; Context; Data models; Resource description framework; Vocabulary; Diagnosis; Learner Modelling; Learner Profile; Modelled Trace; Ontology; RDF; TEL system;
Conference_Titel :
Advanced Learning Technologies (ICALT), 2010 IEEE 10th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4244-7144-7
DOI :
10.1109/ICALT.2010.28