Uncertainty Reasoning for the Semantic Web II

International Workshops URSW 2008-2010 Held at ISWC and UniDL 2010 Held at FLoC, Revised Selected Papers

ISBN: 978-3-642-35974-3 (Print) 978-3-642-35975-0 (Online)

Table of contents (17 chapters)

  1. Front Matter

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  2. Probabilistic and Dempster-Shafer Models

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      Book Chapter

      Pages 1-18

      PR-OWL 2.0 – Bridging the Gap to OWL Semantics

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      Book Chapter

      Pages 19-40

      Probabilistic Ontology and Knowledge Fusion for Procurement Fraud Detection in Brazil

    3. No Access

      Book Chapter

      Pages 41-58

      Understanding a Probabilistic Description Logic via Connections to First-Order Logic of Probability

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      Book Chapter

      Pages 59-79

      Pronto: A Practical Probabilistic Description Logic Reasoner

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      Book Chapter

      Pages 80-98

      Instance-Based Non-standard Inferences in \(\mathcal{EL}\) with Subjective Probabilities

  3. Fuzzy and Possibilistic Models

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      Book Chapter

      Pages 99-118

      Finite Fuzzy Description Logics and Crisp Representations

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      Book Chapter

      Pages 119-138

      Reasoning in Fuzzy OWL 2 with DeLorean

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      Pages 139-157

      Dealing with Contradictory Evidence Using Fuzzy Trust in Semantic Web Data

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      Book Chapter

      Pages 158-176

      Storing and Querying Fuzzy Knowledge in the Semantic Web Using FiRE

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      Book Chapter

      Pages 177-196

      Transforming Fuzzy Description Logic \(\mathcal{ALC}_\mathcal{FL}\) into Classical Description Logic \(\mathcal{ALCH}\)

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      Book Chapter

      Pages 197-216

      A Fuzzy Logic-Based Approach to Uncertainty Treatment in the Rule Interchange Format: From Encoding to Extension

  4. Inductive Reasoning and Machine Learning

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      Pages 217-236

      PrOntoLearn: Unsupervised Lexico-Semantic Ontology Generation Using Probabilistic Methods

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      Pages 237-261

      Semantic Web Search and Inductive Reasoning

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      Pages 262-281

      Ontology Enhancement through Inductive Decision Trees

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      Pages 282-299

      Assertion Prediction with Ontologies through Evidence Combination

  5. Hybrid Approaches

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      Pages 300-314

      Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations

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      Book Chapter

      Pages 315-330

      Efficient Trust-Based Approximate SPARQL Querying of the Web of Linked Data

  6. Back Matter

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