Overview

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.

Full Product Details

Author:   Fernando Bobillo ,  Rommel N. Carvalho ,  Paulo C.G. Costa ,  Claudia d'Amato
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2014 ed.
Volume:   8816
Dimensions:   Width: 15.50cm , Height: 1.80cm , Length: 23.50cm
Weight:   0.534kg
ISBN:  

9783319134123

ISBN 10:   3319134124
Pages:   329
Publication Date:   12 December 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

UMP-ST Plug-in: Documenting, Maintaining and Evolving Probabilistic Ontologies Using UnBBayes Framework.- Computing Inferences for Relational Bayesian Networks Based on ALC Constructs.- Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/–.- Learning Probabilistic Description Logics.- Semantics and Inference for Probabilistic Description Logics.- A Metaontology for Annotating Ontology Entities with Vagueness Descriptions.- Finite Lattices Do Not Make Reasoning in ALCOI Harder.- Fuzzy and Cross-Lingual Ontology Matching Mediated by Background Knowledge.- Semantic Knowledge Discovery and Data-Driven Logical Reasoning from Heterogeneous Data Sources.- Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness.- Graph-Based Regularization for Transductive Class-Membership Prediction.- Analyzing User Demographics and User Behavior for Trust Assessment.- Bridging Gaps Between Subjective Logic and Semantic Web.- Uncertainty Estimation and Analysis of Categorical Web Data.- Ontological CP-Nets.- Uncertainty Handling in Named Entity Extraction and Disambiguation for Informal Text.- UMP-ST Plug-in: Documenting, Maintaining and Evolving Probabilistic Ontologies Using UnBBayes Framework.- Computing Inferences for Relational Bayesian Networks Based on ALC Constructs.- Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/–.- Learning Probabilistic Description Logics.- Semantics and Inference for Probabilistic Description Logics.- A Metaontology for Annotating Ontology Entities with Vagueness Descriptions.- Finite Lattices Do Not Make Reasoning in ALCOI Harder.- Fuzzy and Cross-Lingual Ontology Matching Mediated by Background Knowledge.- Semantic Knowledge Discovery and Data-Driven Logical Reasoning from Heterogeneous Data Sources.- Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness.- Graph-Based Regularization forTransductive Class-Membership Prediction.- Analyzing User Demographics and User Behavior for Trust Assessment.- Bridging Gaps Between Subjective Logic and Semantic Web.- Uncertainty Estimation and Analysis of Categorical Web Data.- Ontological CP-Nets.- Uncertainty Handling in Named Entity Extraction and Disambiguation for Informal Text.

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