A Defeasible Logic Programming-Based Frame...

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Beschreibung

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.

Zusammenfassung

Nominated as an outstanding PhD thesis by Curtin University, Australia

Proposes a defeasible logic programming-based framework for carrying out argumentative reasoning in semantic web applications

Describes the first 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

Provides the readers with a comprehensive survey of the current literature on argumentation, and its pro et contra

Includes supplementary material: [...]

Inhaltsverzeichnis

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 [...] Recapitulation and Future Work.

Details

Erscheinungsjahr:	2014
Fachbereich:	Technik allgemein
Genre:	Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Seiten:	320
Reihe:	Springer Theses
Inhalt:	xvii 301 S. 106 s/w Illustr. 4 farbige Illustr. 301 p. 110 illus. 4 illus. in color.
ISBN-13:	9783319039480
ISBN-10:	3319039482
Sprache:	Englisch
Ausstattung / Beilage:	HC runder Rücken kaschiert
Einband:	Gebunden
Autor:	Janjua, Naeem Khalid
Auflage:	2014
Hersteller:	Springer International Publishing Springer International Publishing AG Springer Theses
Maße:	241 x 160 x 23 mm
Von/Mit:	Naeem Khalid Janjua
Erscheinungsdatum:	26.02.2014
Gewicht:	0,647 kg

preigu-id: 105438319