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Title: Reasoning and Proofing Services for Semantic Web Agents
Author(s): K. Kravari, K. Papatheodorou, G. Antoniou, N. Bassiliades.
Keywords: Semantic Web, Intelligent Agents, Reasoning Services, Proofing Services.
Appeared in: In proceedings of the 22nd International Join Conference on Artificial Intelligence (IJCAI-2011), AAAI Press, 3, pp. 2662-2667, Barcelona, Spain, 2011.
Abstract: The Semantic Web aims to offer an interoperable environment that will allow users to safely delegate complex actions to intelligent agents. Much work has been done for agents' interoperability; especially in the areas of ontology-based metadata and rule-based reasoning. Nevertheless, the SW proof layer has been neglected so far, although it is vital for agents and humans to understand how a result came about, in order to increase the trust in the interchanged information. This paper focuses on the implementation of third party SW reasoning and proofing services wrapped as agents in a multi-agent framework. This way, agents can exchange and justify their arguments without the need to conform to a common rule paradigm. Via external reasoning and proofing services, the receiving agent can grasp the semantics of the received rule set and check the validity of the inferred results.
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1 Rana Vijay, Blue print of an ant based control of semantic web, M.Phil. thesis, Department of Computer Science and Applications, Maharishi Markandeshwar University, Mullana, India, May 2012.
2 Guido Governatori, Francesco Olivieri, Antonino Rotolo, Simone Scannapieco, Matteo Cristani: Picking Up the Best Goal - An Analytical Study in Defeasible Logic. L. Morgenstern et al. (Eds.): RuleML 2013, LNCS 8035, Springer, pp. 99113, 2013.
3 Vijay Rana, Gurdev Singh, Evaluation of an Intelligent Approach for Semantic Web, International Journal of Computers & Technology, Vol 7, No 1, pp. 478-482, 2013.
4 Nithya. C, K. Saravanan. "Semantic Annotation and Search for Educational Resources Supporting Distance Learning", International Journal of Engineering Trends and Technology (IJETT), 8(6), pp. 277-285, February 2014.
5 Nancy Khanna, Sharnjeet Kaur, Semantic Web Architecture and their Issues Semantic Web Architecture and their Issues heir Issues, International Journal of Computer Science and Network, Volume 3, Issue 2, April 2014, pp. 109-113.