Uncertainty Reasoning for the Semantic Web II: International Workshops URSW 2008-2010 Held at ISWC and UniDL 2010 Held at Floc, Revised Selected Papers (Lecture Notes in Computer Science (7123))

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 2008, 2009, and 2010 or presented at the first international Workshop on Uncertainty in Description Logics (UniDL), held at the Federated Logic Conference (FLoC) in 2010. The 17 papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on probabilistic and Dempster-Shafer models, fuzzy and possibilistic models, inductive reasoning and machine learning, and hybrid approaches.

PR-OWL 2.0 – Bridging the Gap to OWL Semantics.- Probabilistic Ontology and Knowledge Fusion for Procurement Fraud Detection in Brazil ^ Understanding a Probabilistic Description Logic via Connections to First-Order Logic of Probability.- Pronto: A Practical Probabilistic Description Logic Reasoner.- Instance-Based Non-standard Inferences in EL with Subjective Probabilities.- Finite Fuzzy Description Logics and Crisp Representations.- Reasoning in Fuzzy OWL 2 with DeLorean.- Dealing with Contradictory Evidence Using Fuzzy Trust in Semantic Web Data.- Storing and Querying Fuzzy Knowledge in the Semantic Web Using FiRE.- Transforming Fuzzy Description Logic ALCFL into Classical Description Logic ALCH.- A Fuzzy Logic-Based Approach to Uncertainty Treatment in the Rule Interchange Format: From Encoding to Extension.- PrOntoLearn: Unsupervised Lexico-Semantic Ontology Generation Using Probabilistic Methods.- Semantic Web Search and Inductive Reasoning.- Ontology Enhancement through Inductive Decision Trees.- Assertion Prediction with Ontologies through Evidence Combination.- Representing^ ^^ Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.- Efficient Trust-Based Approximate SPARQL Querying of the Web of Linked Data.

Probabilistic Ontology and Knowledge Fusion for Procurement Fraud Detection in Brazil ^ ^^ Understanding a Probabilistic Description Logic via Connections to First-Order Logic of Probability.- Pronto: A Practical Probabilistic Description Logic Reasoner.- Instance-Based Non-standard Inferences in EL with Subjective Probabilities.- Finite Fuzzy Description Logics and Crisp Representations.- Reasoning in Fuzzy OWL 2 with DeLorean.- Dealing with Contradictory Evidence Using Fuzzy Trust in Semantic Web Data.- Storing and Querying Fuzzy Knowledge in the Semantic Web Using FiRE.- Transforming Fuzzy Description Logic ALCFL into Classical Description Logic ALCH.- A Fuzzy Logic-Based Approach to Uncertainty Treatment in the Rule Interchange Format: From Encoding to Extension.- PrOntoLearn: Unsupervised Lexico-Semantic Ontology Generation Using Probabilistic Methods.- Semantic Web Search and Inductive Reasoning.- Ontology Enhancement through Inductive Decision Trees.- Assertion Prediction with Ontologies through Evidence Combination.- Representing^ ^^ Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.- Efficient Trust-Based Approximate SPARQL Querying of the Web of Linked Data. ^^ Front Matter....Pages - PR-OWL 2.0 – Bridging the Gap to OWL Semantics....Pages 1-18 Probabilistic Ontology and Knowledge Fusion for Procurement Fraud Detection in Brazil....Pages 19-40 Understanding a Probabilistic Description Logic via Connections to First-Order Logic of Probability....Pages 41-58 Pronto: A Practical Probabilistic Description Logic Reasoner....Pages 59-79 Instance-Based Non-standard Inferences in $\mathcal{EL}$ with Subjective Probabilities....Pages 80-98 Finite Fuzzy Description Logics and Crisp Representations....Pages 99-118 Reasoning in Fuzzy OWL 2 with DeLorean....Pages 119-138 Dealing with Contradictory Evidence Using Fuzzy Trust in Semantic Web Data....Pages 139-157 Storing and Querying Fuzzy Knowledge in the Semantic Web Using FiRE....Pages 158-176 Transforming Fuzzy Description Logic $\mathcal{ALC}_\mathcal{FL}$ into Classical Description Logic $\mathcal{ALCH}$ ....Pages 177-196 A Fuzzy Logic-Based Approach to Uncertainty Treatment in the Rule Interchange Format: From Encoding to Extension....Pages 197-216 PrOntoLearn: Unsupervised Lexico-Semantic Ontology Generation Using Probabilistic Methods....Pages 217-236 Semantic Web Search and Inductive Reasoning....Pages 237-261 Ontology Enhancement through Inductive Decision Trees....Pages 262-281 Assertion Prediction with Ontologies through Evidence Combination....Pages 282-299 Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations....Pages 300-314 Efficient Trust-Based Approximate SPARQL Querying of the Web of Linked Data....Pages 315-330 Back Matter....Pages -