This book contains revised and significantly extended versions of selected papers from three workshops on Uncertainty Reasoning for the Semantic Web (URSW), held at the International Semantic Web Conferences (ISWC) in 2011, 2012, and 2013. The 16 papers presented were carefully reviewed and selected from numerous submissions. The papers included in this volume are organized in topical sections on probabilistic and Dempster-Shafer models, fuzzy and possibilistic models, inductive reasoning and machine learning, and hybrid approaches.
Includes supplementary material: sn.pub/extras
Fernando Bobillo
Bayesian Networks Deductive Reasoning Description Logics Inductive Reasoning Knowledge Representation Machine Learning Mathematics of Computing Probability and Statistics Semantic Web Semantics and Reasoning Uncertain Formal Knowledge