Abstract
One of the most rapidly evolving e-services is e-Learning, that is, the creation of advanced educational resources that are accessible on-line and, potentially, offer numerous advantages over the traditional ones like intelligent access, interoperability between two or more educational resources and adaptation to the user. The driving force behind these approaches is the definition of the various standards about educational metadata, that is, data describing learning resources, the learner, assessment results, etc. The internal details of systems that utilize these metadata is an open issue since these efforts are primarily dealing with “what” and not “how”. Under the light of these emerging efforts, we present CG-PerLS, a knowledge based approach for organizing and accessing educational resources. CG-PerLS is a model of a web portal for learning objects that encodes the educational metadata in the Conceptual Graph knowledge representation formalism, and uses related inference techniques to provide advanced functionality. The model allows learning resource creators to manifest their material and client-side learners to access these resources in a way tailored to their individual profile and educational needs.
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References
Brkich F. and Wilkinson R.: “A Conceptual Graph Matching Algorithm for Information Retrieval”, Proceedings 1st Australian Conceptual Structures Workshop, University of New England, New South Wales, 1994.
Brusilovsky P.: “Adaptive and Intelligent Technologies for Web-based Education”, In C. Rollinger and C. Peylo (eds.), “Kunstliche Intelligenz”, Special Issue on Intelligent Systems and Technology, 1999.
Corby O., Dieng R. and Hebert C.: “A Conceptual Graph model for W3C Resource Description Framework”, Proceedings 8th Conference on Conceptual Structures (ICCS’2000), Springer, 2000.
Gerbe O.: “Conceptual Graphs for Corporate Knowledge Repositories”, Proceedings 5th Conference on Conceptual Structures (ICCS’97), 1997.
Kokkoras F. and Vlahavas I.: “COMFRESH: a Common Framework for Expert Systems and Hypertext”, Information Processing and Management, Vol.31, No.4, 1995.
IEEE P1484.12/D6.0, “Draft Standard for Learning Object Metadata”, February 2001.
Martin P. and Eklund P.: “Embedding Knowledge in Web Documents”, Proceedings 8th WWW Conference, special issue of The International Journal of Computer and Telecommunications Networking, Toronto, Canada, 1999.
Murray T.: “A Model for Distributed Curriculum on the WWW”, Journal of Interactive Media in Education, Vol.5, 1998. Available at: www-jime.open.ac.uk/98/5
IEEE P1484.2/D7, “Draft Standard for Learning Technology-Public and Private Information (PAPI) for Learners (PAPI Learner)”, November 2000.
Petermann H., Euler L. and Bontcheva K.: “CG-Pro: a Prolog Implementation of Conceptual Graphs”, Technical Report, Hamburg University, FBI-HH-M-251/95, 1995.
Puder A., Markwitz S. and Gudermann F.: “Service Trading Using Conceptual Graphs”, Proceedings 3rd Conference on Conceptual Structures (ICCS’95), Springer, 1995.
ADL: “Sharable Courseware Object Reference Model (SCORM)”, Version 1.1, January 2001. Available at http://www.adlnet.org
Sowa J.: “Conceptual Structures: Information Processing in Mind and Ma-chine”, Addison-Wesley Publishing Company, 1984.
Vassileva J.: “Dynamic Course Generation on the WWW”, Proceedings 8th World Conference on AI in Education (AI-ED97), Knowledge and Media in Learning Systems, Kobe, Japan, 1997.
Corbett D.: “A Method for Reasoning with Ontologies Represented as Conceptual Graphs”, In: M. Brooks, D. Corbett and M. Stumptner (Eds.): AI 2001, Springer-Verlag LNAI Vol. 2256, pp.130–141, 2001.
Genest D. and Salvat E.: “A Platform Allowing Typed Nested Graphs: How CoGITo Became CoGITaNT”, Proceedings 6th Conference on Conceptual Structures, Montpellier, France, pp.154–161, 1998.
Kokkoras F. and Vlahavas I.: “eLPA: an e-Learner’s Personal Assistant”, Proceedings Workshop on Application of Conceptual Structures, Bulgaria, 2002. Available electronically only at http://lml.bas.bg/iccs2002/acs/kokkoras.pdf
Gerbe O. and Mineau G.: “The CG Formalism as an Ontolingua for Web-Oriented Representation Languages”, Proceedings 10th Conference on Conceptual Structures (ICCS’02), pp. 205–219, 2002.
IMS Global Learning Consortium, Learning Resource Metadata (LOM) Specification, Version 1.2.1, Final Specification, September 2001. Available at http://www.imsglobal.org/ metadata/index.html
IMS Global Learning Consortium, Learner Information Package (LIP) Specification, Version 1.0, Final Specification, March 2001. Available at: http://www.imsglobal.org/profiles/index.html
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Kokkoras, F., Sampson, D., Vlahavas, I. (2003). A Knowledge Based Approach on Educational Metadata Use. In: Manolopoulos, Y., Evripidou, S., Kakas, A.C. (eds) Advances in Informatics. PCI 2001. Lecture Notes in Computer Science, vol 2563. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-38076-0_14
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DOI: https://doi.org/10.1007/3-540-38076-0_14
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