Reasoning Web. Explainable Artificial Intelligence

15th International Summer School 2019, Bolzano, Italy, September 20–24, 2019, Tutorial Lectures

AvMarkus Krötzsch,Daria Stepanova

Häftad, Engelska, 2019

Del 11810 i serien Lecture Notes in Computer Science

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Beskrivning

This volume contains lecture notes of the 15th Reasoning Web Summer School (RW 2019), held in Bolzano, Italy, in September 2019.

Produktinformation

Utgivningsdatum:2019-09-18
Mått:155 x 235 x 17 mm
Vikt:452 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:283
Förlag:Springer Nature Switzerland AG
ISBN:9783030314224

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Mer om författaren

Markus Krötzsch is a full professor at the Faculty of Computer Science of TU Dresden, where he is holding the chair for Knowledge-Based Systems. He obtained his Ph.D. at Karlsruhe Institute of Technology (KIT) in 2010, and thereafter worked as a researcher and departmental lecturer at the Department of Computer Science of the University of Oxford until October 2013. Daria Stepanova is currently a research scientist at Bosch Center for Artificial Intelligence. Prior to that she was a senior researcher heading a group in Semantic Data at Max Planck Institute for Informatics. She obtained her PhD in Computational Logic from Vienna University of Technology in 2015.

Innehållsförteckning

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.