View Item 

Development of a Logic Layer in the Semantic Web: Research Issues

Access Status
Open access
Authors
Date
2010
Type
Conference Paper

Metadata
Show full item record
Abstract

The ontology layer of the semantic web is now mature enough (i.e. standards like RDF, RDFs, OWL, OWL 2) and the next step is to work on a logic layer for the development of advanced reasoning capabilities for knowledge extraction and efficient decision making. Adding logic to the web means using rules to make inferences. Rules are a means of expressing business processes, policies, contracts etc but most of the studies have focused on the use of monotonic logics in layered development of the semantic web which provides no mechanism for representing or handling incomplete or contradictory information respectively. This paper discusses argumentation, semantic web and defeasible logic programming with their distinct features and identifies the different research issues that need to be addressed in order to realize defeasible argumentative reasoning in the semantic web applications.

Citation
Janjua, Naeem Khalid and Hussain, Farookh Khadeer. 2010. Development of a Logic Layer in the Semantic Web: Research Issues, in Dillon, T.S. and Fox, G. and Jensen, C. and Zhuge, H. (ed), International Conference on Semantics, Knowledge and Grids 2010 (SKG 2010), Nov 1 2010, pp. 367-370. Ningbo, China: IEEE.
Source Title
Proceedings of the international conference on semantics, knowledge and grids 2010 (SKG 2010)
DOI
ISBN
School
Digital Ecosystems and Business Intelligence Institute (DEBII)
Remarks

Copyright © 2010 IEEE This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright.

URI
Collection