Reasoning Web. Semantic Technologies for the Web of Data

7th International Summer School 2011, Galway, Ireland, August 23-27, 2011, Tutorial Lectures
1. Auflage 2011
ISBN: 978-3-642-23031-8
Verlag: Springer

Buch, Englisch, Band 6848, 535 Seiten, Book, Format (B × H): 159 mm x 236 mm, Gewicht: 826 g

Reihe: Lecture Notes in Computer Science

The Semantic Web aims at enriching the existing Web with meta-data and processing methods so as to provide web-based systems with advanced capabilities, in particular with context awareness and decision support. The objective of this book is to provide a coherent introduction to semantic web methods and research issues with a particular emphasis on reasoning.

The 7th reasoning web Summer School, held in August 2011, focused on the central topic of applications of reasoning for the emerging “Web of Data”. The 12 chapters in the present book provide excellent educational material as well as a number of references for further reading. The book not only addresses students working in the area, but also those seeking an entry point to various topics related to reasoning over Web data.

Zielgruppe

Research

Autoren/Hrsg.

Polleres, Axel

d'Amato, Claudia

Arenas, Marcelo

Handschuh, Siegfried

Kroner, Paula

Ossowski, Sascha

Patel-Schneider, Peter F.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Social Media, Semantic Web, Web 2.0
• Mathematik | Informatik Mathematik Operations Research

Inhaltsverzeichnis

Introduction to Linked Data and its Lifecycle on the Web.- Foundations of Description Logics.- Using SPARQL with RDFS and OWL Entailment.- Database foundations for scalable RDF processing.-Scalable OWL 2 Reasoning for Linked Data.- Rules and Logic Programming for the Web.- OWL and Rules.- Modeling the Web of Data.- Trust management methodologies for the Web.- Application and Evaluation of Inductive Reasoning Methods for the Semantic Web and Software Analysis.- Probabilistic-Logical Web Data Integration.- An Introduction to Constraint Programming and Combinatorial Optimisation.

Foundations of Description Logics.- Using SPARQL with RDFS and OWL Entailment.- Database foundations for scalable RDF processing.- Scalable OWL 2 Reasoning for Linked Data.- Rules and Logic Programming for the Web.- OWL and Rules.- Modeling the Web of Data.- Trust management methodologies for the Web.- Application and Evaluation of Inductive Reasoning Methods for the Semantic Web and Software Analysis.- Probabilistic-Logical Web Data Integration.- An Introduction to Constraint Programming and Combinatorial Optimisation.