Learning Content Development Using Semantic Web Technology

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Abstract:

Semantic web is based on the ontologies as its core which can support the learning content development in different ways. This paper survey issues introduced in the learning content development and associated activities using semantic web technology. This overview is based on investigation of the area of content's creation, metadata, annotation, adpativity and discovery through researches related to these issues from different viewpoints.

I. Introduction:

Semantic web is an important leading technology today that describes the information in a machine understandable way [1]. Its accessibility has made the learning content development and learning activities successful. Tim Berners-Lee pushes the idea of the semantic web forward through his envision for providing automated information based on a machine processable semantics of data and heuristics that use this metadata [2].

Various technologies have emerged for Semantic Web to represent the learning content in an interoperable way. Most of them are based on XML (eXtensible Markup Language), XML Schemas, RDF (Resource Definition Framework) and RDF Schemas [3]. XML views document as a tree where leaf nodes represent text (values of data) and internal nodes represent XML elements. On the other hand, XML Schemas constrains the structure of the XML. While RDF is a framework that represents a metadata (data about data) of resources, RDF schema describes RDF model vocabulary.

In addition, ontology technology has been used in Semantic Web with different goals ranging from the expressing a domain specific learning technology to use conceptual models and inference in the learning content generation mechanisms. Ontologies are a framework for representing knowledge by expre...

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..., T. Eap, G. Richards, "Using Semantic Web Technologies to Analyze Learning Content," IEEE Internet Computing,2007.

[21] B. Zhou and T. Haung, “Semantic WEB Service Discovery Search with Ontology Learning," Proceedings of the 2008 International Conference on Computer Science and Software Engineering, 2008

[22] S. Sánchez, M. Sicilia, and J. Cobo, "Design Contract-Based Selection and Composition of Learning Objects," In Proceedings of the 6th International Symposium on Computers in Education ,2004.

[23] J. Manuel, M. Sicilia, S. Arroyo “Specifying Learning Object-Based Goals and

Capabilities with WSMO” , 2004

[24] J. Cobo, M. Sicilia, S. Arroyo “A Semantic Web Service Architecture for Learning Object Repositories”, 2007

[25] M. Hanafy and M. Fakery,“A proposed Architecture for Learning Object Selection and Discovery based on WSMO”, IEEE Computer Society ,2008

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