Title :
Finding Suitable Course Material through a Semantic Search Agent for Learning Management Systems of Distance Education
Author :
Celik, Duygu ; Elçi, Atilla ; Elverici, Eray
Author_Institution :
Comput. Eng, Istanbul Aydin Univ., Istanbul, Turkey
Abstract :
Developing technology and increasing usage of computers around the world make Internet a convenient tool for Distance Education (DE) systems. Learning Management Systems-(LMSs) of DE around the world serve content-based courses to students/users via static pages on the Web. Additionally, querying for specific course content of an entire course in LMS is only possible by syntactic-based search agents which limit the search. Therefore, it is thought that querying of contents through semantic-based approaches would make LMSs more helpful for a student/user through the Semantic Web (SW) approach. Queries can be meaning based and this can enable the system to make meaningful inference in human-computer interaction. In this article, we propose a system architecture that performs semantic -- based searches through an agent in order to plan student-based schedule of course documents automatically according to student´s performance in the course of a semester. OWL language of the SW technology is used during the development of the ontology of the LMS system that is used as a knowledgebase and queried to obtain required data. In this article, we concentrate on developing the system as a module for a LMS currently in use.
Keywords :
computer aided instruction; content-based retrieval; distance learning; educational courses; human computer interaction; knowledge representation languages; semantic Web; Internet; OWL language; SW technology; Web page; computer usage; course content; course document; course material; distance education; e-learning; human-computer interaction; knowledgebase; learning management system; querying; semantic Web; semantic search agent; student performance; student-based schedule; syntactic-based search agent; system architecture; Databases; Education; Least squares approximation; Materials; Ontologies; Semantic Web; Semantics; E-learning; Ontology; Semantic Resource Browsing Agent; Semantic Web;
Conference_Titel :
Computer Software and Applications Conference Workshops (COMPSACW), 2011 IEEE 35th Annual
Conference_Location :
Munich
Print_ISBN :
978-1-4577-0980-7
Electronic_ISBN :
978-0-7695-4459-5
DOI :
10.1109/COMPSACW.2011.71