Title :
Active Learning System in the Context of the Social Semantic Web
Author :
Szilagyi, Ioan ; Roxin, Ana ; Roxin, Ioan
Author_Institution :
OUN - ELLIADD, Montbéliard, France
Abstract :
In this paper we present the concept and the implementation of an Active Semantic Learning System that takes advantage of the Social Semantic Web in order to deliver an efficient and personalized learning experience to the learner. Active participation of the learner is encouraged through the social learning approach and through techniques that adapt the learning content to learners´ needs and preferences. The semantic layer allows us to define a common understanding of the data used to describe the objects in the learning system. The objects in the learning system are described using semantic web technologies. Domain ontologies and explicit logic rules are defined in order to allow data inferences and reasoning at the system level.
Keywords :
computer aided instruction; inference mechanisms; ontologies (artificial intelligence); semantic Web; active semantic learning system; data inference; domain ontologies; explicit logic rules; learner active participation; learning content adaptation; learning system objects; personalized learning experience; reasoning; semantic Web technologies; social learning approach; social semantic Web; Electronic learning; Kernel; Learning systems; Ontologies; Resource description framework; Semantics; Active Semantic Learning System; LOM; OWL; RDF; SPARQL; active learning; ontology; semantic learning;
Conference_Titel :
Developments in eSystems Engineering (DeSE), 2013 Sixth International Conference on
Conference_Location :
Abu Dhabi
Print_ISBN :
978-1-4799-5263-2
DOI :
10.1109/DeSE.2013.67