A Defeasible Logic Programming-Based Framework to Support by Naeem Khalid Janjua

By Naeem Khalid Janjua

This publication reviews at the improvement and validation of a regularly occurring defeasible common sense programming framework for accomplishing argumentative reasoning in Semantic internet functions (GF@SWA). The proposed technique is exclusive in supplying an answer for representing incomplete and/or contradictory info coming from diversified resources, and reasoning with it. GF@SWA is ready to symbolize this sort of info, practice argumentation-driven hybrid reasoning to solve conflicts, and generate graphical representations of the built-in details, hence aiding selection makers in choice making approaches. GF@SWA represents the 1st argumentative reasoning engine for accomplishing automatic reasoning within the Semantic internet context and is predicted to have an important impression on destiny company functions. The publication offers the readers with a close and transparent exposition of alternative argumentation-based reasoning innovations, and in their significance and use in Semantic net functions. It addresses either lecturers and execs, and may be of basic curiosity to researchers, scholars and practitioners within the sector of Web-based clever determination aid structures and their software in quite a few domains.

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W3C Letia I, Groza A (2008) A planning-based approach for enacting world wide argument web. In: Badica C, Mangioni G, Carchiolo V, Burdescu D (eds) Intelligent distributed computing, systems and applications, studies in computational intelligence, vol 162. Springer, Berlin, pp 137–146 Loui RP (1998) Process and policy: resource-bounded non-demonstrative reasoning. Comput Intell 14(1):1–38 Martin D, Burstein M, McDermott D, McIlraith S, Paolucci M, Sycara K, McGuinness DL, Sirin E, Srinivasan N (2007) Bringing semantics to web services with owl-s.

Chapters 5, 6 and 7 are all elaborations on the conceptual framework presented in Chap. 4. 10 Conclusion This chapter introduced the Semantic Web and discussed the ontology languages layer and logic layer in detail. The limitations of current development technologies on the logic layer which results in certain challenges for Semantic Web applications were outlined. The importance of defeasible reasoning and argumentation techniques as suitable candidates to address the challenges faced by Semantic Web applications in the area of BI was detailed.

In: AAAI’07: Proceedings of the 22nd national conference on artificial intelligence. AAAI Press, California, pp 1446–1451 Rajsiri V, Lorra JP, Banaben F, Pingaud H (2010) Knowledge-based system for collaborative process specification. Comput Ind 61(2):161–175 Reed C, Walton D, Macagna F (2007) Argument diagramming in logic, law and artificial intelligence. Knowl Eng Rev 22(1):87–109 Saggion H, Funk A, Maynard D, Bontcheva K (2007) Ontology-based information extraction for business intelligence.

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