A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications
Seiten
2014
Springer International Publishing (Verlag)
978-3-319-03948-0 (ISBN)
Springer International Publishing (Verlag)
978-3-319-03948-0 (ISBN)
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.
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.
| Erscheint lt. Verlag | 26.2.2014 |
|---|---|
| Reihe/Serie | Springer Theses |
| Zusatzinfo | XVII, 301 p. 110 illus., 4 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 643 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | Automated Reasoning Support in Semantic Web Applic • Automated Reasoning Support in Semantic Web Applications • Business Intelligence • Business Intelligence / Unternehmensintelligenz • Decision Support Systems • GF@SWA • Incomplete Information Systems • Monological Argumentation in Semantic Web Applicat • Monological Argumentation in Semantic Web Applications • ontology engineering • Web-based Decision Support • Web-based Intelligent DSS • Web@IDSS |
| ISBN-10 | 3-319-03948-2 / 3319039482 |
| ISBN-13 | 978-3-319-03948-0 / 9783319039480 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
Eine praxisorientierte Einführung
Buch | Softcover (2025)
Springer Vieweg (Verlag)
CHF 53,15
Buch | Softcover (2025)
Reclam, Philipp (Verlag)
CHF 11,20
Eine kurze Geschichte der Informationsnetzwerke von der Steinzeit bis …
Buch | Hardcover (2024)
Penguin (Verlag)
CHF 39,95
