By Naeem Khalid Janjua
This ebook experiences at the improvement and validation of a primary defeasible common sense programming framework for undertaking argumentative reasoning in Semantic net functions (GF@SWA). The proposed technique is exclusive in offering an answer for representing incomplete and/or contradictory details coming from diversified resources, and reasoning with it. GF@SWA is ready to characterize this kind of details, practice argumentation-driven hybrid reasoning to unravel conflicts, and generate graphical representations of the built-in details, therefore helping choice makers in selection making procedures. GF@SWA represents the 1st argumentative reasoning engine for conducting computerized reasoning within the Semantic internet context and is predicted to have an important impression on destiny enterprise purposes. The publication presents the readers with a close and transparent exposition of other argumentation-based reasoning innovations, and in their significance and use in Semantic internet functions. It addresses either teachers and pros, and should be of basic curiosity to researchers, scholars and practitioners within the sector of Web-based clever choice help structures and their program in a variety of domains.
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Additional info for A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications
Both Toulmin and Perelman tried to present an alternative to formal logic that was better suited to analyzing every day communication. Eemeren and Grootendorst (2004) studied argumentation as a means of resolving differences of opinion by considering argumentation as a discourse activity. They proposed pragma-dialectical theory which views argumentation as ideally being part of a critical discussion which progresses through four discussion stages to resolve a difference of opinion: the confrontation stage, opening stage, argumentation stage and concluding stage.
Lecture notes in computer science, vol 3703. Springer, Berlin, pp 37–41 Kontopoulos E, Bassiliades N, Antoniou G (2008) Deploying defeasible logic rule bases for the semantic web. Data Knowl Eng 66(1):116–146 Lee T, Hendler J, Lassila O et al (2001) The semantic web. Sci Am 284(5):34–43 Lee TB (2003) The semantic web and challenges. org/2005/talks/0511-keynote-tbl/. w3. html. 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.
Such reasoning is an important feature that needs to be included in Semantic Web applications. In current Semantic Web applications, a decision once made can’t be retracted. As a result, non-monotonic reasoning can’t be realized in current Semantic Web application for BI. The current challenges being faced by the Semantic Web applications discussed above have been tackled, one way or other, in the area of Artificial Intelligence (AI). In the next section, a reasoning methodology from the area of AI for incomplete and contradictory information representation and non-monotonic reasoning is discussed.