Semantic resource adaptation based on generic ontology models

In recent years, a substantial shift from the web of documents to the paradigm of web of data is witnessed. This is seen from the proliferation of massive semantic repositories such as Linked Open Data. Recommending and adapting resources over these repositories however, still represents a research challenge in the sense of relevant data aggregation, link maintenance, provenance and inference. In this paper, we introduce a model of adaptation based on user activities for performing concept adaptation on large repositories built upon extended generic ontology model for Adaptive Web-Based Systems. The architecture of the model is consisted of user data extraction, user knowledgebase, ontology retrieval and application and a semantic reasoner. All these modules are envisioned to perform specific tasks in order to deliver efficient and relevant resources to the users based on their browsing preferences. Specific challenges in relation to the proposed model are also discussed.

[1]  Nicolette de Keizer,et al.  Comparison of reasoners for large ontologies in the OWL 2 EL profile , 2011, Semantic Web.

[2]  Riccardo Rizzo,et al.  An Adaptive Open Hypermedia System on the Web , 2000, AH.

[3]  Martine Collard,et al.  Semantic Web, Ontologies and Databases, VLDB Workshop, SWDB-ODBIS 2007, Vienna, Austria, September 24, 2007, Revised Selected Papers , 2008, SWDB-ODBIS.

[4]  Tim Berners-Lee,et al.  Linked Data - The Story So Far , 2009, Int. J. Semantic Web Inf. Syst..

[5]  R. A. K. Saravanaguru,et al.  Semantic Web Search based on Ontology Modeling using Protege Reasoner , 2013, ArXiv.

[6]  Uffe Kock Wiil.  Open Hypermedia: Systems, Interoperability and Standards , 1997, J. Digit. Inf..

[7]  Vincent P. Wade,et al.  A comparative survey of Personalised Information Retrieval and Adaptive Hypermedia techniques , 2012, Inf. Process. Manag..

[8]  Mária Bieliková,et al.  Modeling the Reusable Content of Adaptive Web-Based Applications Using an Ontology , 2008, Advances in Semantic Media Adaptation and Personalization.

[9]  Richard Cyganiak.  Towards ECSSE : live Web of Data search and integration , 2009 .

[10]  Javier D. Fernández.  Binary RDF for scalable publishing, exchanging and consumption in the web of data , 2012, WWW.

[11]  Paul-Alexandru Chirita,et al.  Personalized query expansion for the web , 2007, SIGIR.

[12]  Mária Bieliková,et al.  Modeling the Content of Adaptive Web-Based System Using an Ontology , 2006, 2006 First International Workshop on Semantic Media Adaptation and Personalization (SMAP'06).

[13]  Xhemal Zenuni,et al.  SEMANTIC ADAPTATION APPROACH FOR ADAPTIVE WEB-BASED SYSTEMS , 2012 .

[14]  Xhemal Zenuni,et al.  Modeling a complete ontology for adaptive web based systems using a top-down five layer framework , 2009, Proceedings of the ITI 2009 31st International Conference on Information Technology Interfaces.