Uncertainty Reasoning for the Semantic Web III

ISWC International Workshops, URSW 2011-2013, Revised Selected Papers

Fernando Bobillo, Rommel N. Carvalho, Paulo C.G. Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Matthias Nickles, Michael Pool (Herausgeber)

Buch | Softcover

XVIII, 329 Seiten

2014
Springer International Publishing (Verlag)
978-3-319-13412-3 (ISBN)

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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.

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.

Erscheint lt. Verlag	12.12.2014
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XVIII, 329 p. 56 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	534 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Applications • Artificial Intelligence • Bayesian networks • Computer Science • conference proceedings • Deductive Reasoning • Description Logics • inductive reasoning • Informatics • Knowledge Representation • machine learning • Mathematics of Computing • probability and statistics • Research • semantics and reasoning • semantic web • Uncertain Formal Knowledge
ISBN-10	3-319-13412-4 / 3319134124
ISBN-13	978-3-319-13412-3 / 9783319134123
Zustand	Neuware