By Naeem Khalid Janjua
This ebook studies at the improvement and validation of a common defeasible common sense programming framework for accomplishing argumentative reasoning in Semantic net functions (GF@SWA). The proposed method is exclusive in supplying an answer for representing incomplete and/or contradictory info coming from varied resources, and reasoning with it. GF@SWA is ready to characterize this sort of details, practice argumentation-driven hybrid reasoning to unravel conflicts, and generate graphical representations of the built-in info, therefore aiding selection makers in determination making procedures. GF@SWA represents the 1st argumentative reasoning engine for undertaking automatic reasoning within the Semantic net context and is predicted to have an important impression on destiny enterprise purposes. The booklet offers the readers with an in depth and transparent exposition of alternative argumentation-based reasoning strategies, and in their significance and use in Semantic net functions. It addresses either lecturers and pros, and should be of fundamental curiosity to researchers, scholars and practitioners within the quarter of Web-based clever selection aid platforms and their program in a variety of domains.
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Extra info for A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications
3, the problem definition and research objectives are presented. • In Chap. 4, the conceptual framework for incomplete and/or contradictory information representation, reasoning and integration is outlined. • In Chap. 5, a conceptual framework for Argumentation-enabled Web-based intelligent DSS for incomplete and/or contradictory structured information representation, reasoning and integration (Web@IDSS) is developed. • In Chap. 6, a conceptual framework for enterprise knowledge integration through Argumentation-enabled Web-based intelligent DSS (Web@KIDSS) is developed.
To make recommendations, the departments have to take into account the supplier’s business policies, their service reputation and how the enterprise requirements can be fulfilled by them. e. “whether or not to select the relocation service xyz”. However, the current Web-based DSS applications are not able to represent and reason over such information that is present within an enterprise and/or in other enterprises, which could be incomplete and/or contradictory and provide no decision support to decision makers.
In Chap. 9, the conclusion to the thesis is given and future research directions are provided. The structure of the thesis is summarised in Fig. 12. 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.
A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications by Naeem Khalid Janjua