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

Naeem Khalid Janjua (Autor)

Buch | Softcover

XVII, 301 Seiten

2016 | Softcover reprint of the original 1st ed. 2014
Springer International Publishing (Verlag)
9783319381701 (ISBN)

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This book describes a semantic web-based approach for addressing the problem of decision making when information is coming from multiple information sources and is incomplete and/or contradictory.

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 information coming from different sources, and reasoning with it. GF@SWA is able to represent this type of information, perform argumentation-driven hybrid reasoning to resolve conflicts, and generate graphical representations of the integrated information, thus assisting decision makers in decision making processes. GF@SWA represents the first argumentative reasoning engine for carrying out automated reasoning in the Semantic Web context and is expected to have a significant impact on future business applications. The book provides the readers with a detailed and clear exposition of different argumentation-based reasoning techniques, and of their importance and use in Semantic Web applications. It addresses both academics and professionals, and will be of primary interest to researchers, students and practitioners in the area of Web-based intelligent decision support systems and their application in various domains.

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.

Erscheinungsdatum	15.09.2016
Reihe/Serie	Springer Theses
Zusatzinfo	XVII, 301 p. 110 illus., 4 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik
Schlagworte	Artificial Intelligence • artificial intelligence (incl. robotics) • Automated Reasoning Support in Semantic Web Applic • Automated Reasoning Support in Semantic Web Applications • business applications • Business Intelligence • Computational Intelligence • Data Mining • data mining and knowledge discovery • Decision Support Systems • E-commerce: business aspects • e-commerce/e-business • Engineering • Expert systems / knowledge-based systems • GF@SWA • Incomplete Information Systems • Management Decision Making • Monological Argumentation in Semantic Web Applicat • Monological Argumentation in Semantic Web Applications • ontology engineering • Operational Research • Operation Research/Decision Theory • Robotics • Web-based Decision Support • Web-based Intelligent DSS • Web@IDSS
ISBN-13	9783319381701 / 9783319381701
Zustand	Neuware