A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications

• Main Author: Janjua, Naeem Khalid (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Engineering.; Operations research.; Decision making.; Data mining.; Artificial intelligence.; E-commerce.; Computational intelligence.; Computational Intelligence.; Data Mining and Knowledge Discovery.; Operation Research/Decision Theory.; e-Commerce/e-business.; Artificial Intelligence (incl. Robotics).

This book reports on the development and validation of a generic defeasible logic programming framework for carrying out argumentative reasoning in Semantic Web applications (GF@SWA). The proposed methodology is unique in providing a solution for representing incomplete and/or contradictory informat...

Table of Contents:

• Problem Definition
• Solution Overview
• Argumentation-enabled Web-based Intelligent Decision Support System
• Enterprise Knowledge Integration through Argumentation enabled Intelligent Decision Support Systems
• Process Map Discovery from Business Policies: A Knowledge Representation approach with Argumentative Reasoning
• Validation and Evaluation of GF@SWA
• Recapitulation and Future Work.