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.
| ISBN: | 9783319381701 |
| Publication date: | 3rd September 2016 |
| Author: | Naeem Khalid Janjua |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Paperback |
| Pagination: | 301 pages |
| Series: | Springer Theses |
| Genres: |
Artificial intelligence Expert systems / knowledge-based systems Management decision making Operational research Data mining Computer applications in the social and behavioural sciences E-commerce: business aspects |
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.
A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications features in the following genres: Artificial intelligence, Expert systems / knowledge-based systems, Management decision making, Operational research, Data mining, Computer applications in the social and behavioural sciences, E-commerce: business aspects
A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications is available in Paperback, Hardback
A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications was written by Naeem Khalid Janjua and published by Springer an imprint of Springer International Publishing
A Defeasible Logic Programming-Based Framework to Support Argumentation in Semantic Web Applications has 301 pages
Yes it is part of Springer Theses series