Reasoning Web. Explainable Artificial Intelligence 15th International Summer School 2019, Bolzano, Italy, September 20-24, 2019, Tutorial Lectures /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Krötzsch, Markus (Editor, http://id.loc.gov/vocabulary/relators/edt), Stepanova, Daria (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Information Systems and Applications, incl. Internet/Web, and HCI ; 11810
• Subjects: Database management.; Data mining.; Artificial intelligence.; Application software.; Mathematical logic.; Database Management.; Data Mining and Knowledge Discovery.; Artificial Intelligence.; Computer Appl. in Administrative Data Processing.; Mathematical Logic and Formal Languages.

The research areas of Semantic Web, Linked Data, and Knowledge Graphs have recently received a lot of attention in academia and industry. Since its inception in 2001, the Semantic Web has aimed at enriching the existing Web with meta-data and processing methods, so as to provide Web-based systems wi...

Table of Contents:

• Classical Algorithms for Reasoning and Explanation in Description Logics
• Explanation-Friendly Query Answering Under Uncertainty
• Provenance in Databases: Principles and Applications
• Knowledge Representation and Rule Mining in Entity-Centric Knowledge Bases
• Explaining Data with Formal Concept Analysis
• Logic-based Learning of Answer Set Programs
• Constraint Learning: An Appetizer
• A Modest Markov Automata Tutorial
• Explainable AI Planning (XAIP): Overview and the Case of Contrastive.