Probabilistic Semantic Web
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Probabilistic Semantic Web
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Author : R. Zese
language : en
Publisher: IOS Press
Release Date : 2016-12-09
Probabilistic Semantic Web written by R. Zese and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-09 with Computers categories.
The management of uncertainty in the Semantic Web is of foremost importance given the nature and origin of the available data. This book presents a probabilistic semantics for knowledge bases, DISPONTE, which is inspired by the distribution semantics of Probabilistic Logic Programming. The book also describes approaches for inference and learning. In particular, it discusses 3 reasoners and 2 learning algorithms. BUNDLE and TRILL are able to find explanations for queries and compute their probability with regard to DISPONTE KBs while TRILLP compactly represents explanations using a Boolean formula and computes the probability of queries. The system EDGE learns the parameters of axioms of DISPONTE KBs. To reduce the computational cost, EDGEMR performs distributed parameter learning. LEAP learns both the structure and parameters of KBs, with LEAPMR using EDGEMR for reducing the computational cost. The algorithms provide effective techniques for dealing with uncertain KBs and have been widely tested on various datasets and compared with state of the art systems.
Probabilistic Semantic Web
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Author : Riccardo Zese
language : en
Publisher:
Release Date : 2016
Probabilistic Semantic Web written by Riccardo Zese and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
Uncertainty Reasoning For The Semantic Web I
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Author : Paulo C. G. Costa
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-12-02
Uncertainty Reasoning For The Semantic Web I written by Paulo C. G. Costa and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-02 with Computers categories.
This book constitutes the thoroughly refereed first three workshops on Uncertainty Reasoning for the Semantic Web (URSW), held at the International Semantic Web Conferences (ISWC) in 2005, 2006, and 2007. The 22 papers presented are revised and strongly extended versions of selected workshops papers as well as invited contributions from leading experts in the field and closely related areas. The present volume represents the first comprehensive compilation of state-of-the-art research approaches to uncertainty reasoning in the context of the semantic Web, capturing different models of uncertainty and approaches to deductive as well as inductive reasoning with uncertain formal knowledge.
Uncertainty Reasoning For The Semantic Web Ii
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Author : Fernando Bobillo
language : en
Publisher: Springer
Release Date : 2013-01-09
Uncertainty Reasoning For The Semantic Web Ii written by Fernando Bobillo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-09 with Computers categories.
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.
Uncertainty Reasoning For The Semantic Web Iii
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Author : Fernando Bobillo
language : en
Publisher: Springer
Release Date : 2014-11-29
Uncertainty Reasoning For The Semantic Web Iii written by Fernando Bobillo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-29 with Computers categories.
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.
Soft Computing In Ontologies And Semantic Web
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Author : Zongmin Ma
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-13
Soft Computing In Ontologies And Semantic Web written by Zongmin Ma and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-13 with Technology & Engineering categories.
This book covers in a great depth the fast growing topic of tools, techniques and applications of soft computing (e.g., fuzzy logic, genetic algorithms, neural networks, rough sets, Bayesian networks, and other probabilistic techniques) in the ontologies and the Semantic Web. The author shows how components of the Semantic Web (like the RDF, Description Logics, ontologies) can be covered with a soft computing methodology.
The Semantic Web Research And Applications
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Author : Grigoris Antoniou
language : en
Publisher: Springer
Release Date : 2011-06-11
The Semantic Web Research And Applications written by Grigoris Antoniou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-11 with Computers categories.
The books (LNCS 6643 and 6644) constitute the refereed proceedings of the 8th European Semantic Web Conference, ESWC 2011, held in Heraklion, Crete, Greece, in May/June 2011. The 57 revised full papers of the research track presented together with 7 PhD symposium papers and 14 demo papers were carefully reviewed and selected from 291 submissions. The papers are organized in topical sections on digital libraries track; inductive and probabilistic approaches track; linked open data track; mobile web track; natural language processing track; ontologies track; and reasoning track (part I); semantic data management track; semantic web in use track; sensor web track; software, services, processes and cloud computing track; social web and web science track; demo track, PhD symposium (part II).
Uncertainty Reasoning For The Semantic Web
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Author : Paulo Cesar G. da Costa
language : en
Publisher:
Release Date :
Uncertainty Reasoning For The Semantic Web written by Paulo Cesar G. da Costa and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
The Semantic Web Research And Applications
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Author : Grigoris Antoniou
language : en
Publisher: Springer
Release Date : 2011-05-07
The Semantic Web Research And Applications written by Grigoris Antoniou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-05-07 with Computers categories.
The books (LNCS 6643 and 6644) constitute the refereed proceedings of the 8th European Semantic Web Conference, ESWC 2011, held in Heraklion, Crete, Greece, in May/June 2011. The 57 revised full papers of the research track presented together with 7 PhD symposium papers and 14 demo papers were carefully reviewed and selected from 291 submissions. The papers are organized in topical sections on digital libraries track; inductive and probabilistic approaches track; linked open data track; mobile Web track; natural language processing track; ontologies track; and reasoning track (part I); semantic data management track; semantic Web in use track; sensor Web track; software, services, processes and cloud computing track; social Web and Web science track; demo track, PhD symposium (part II).
Semantics Of The Probabilistic Typed Lambda Calculus
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Author : Dirk Draheim
language : en
Publisher: Springer
Release Date : 2017-02-28
Semantics Of The Probabilistic Typed Lambda Calculus written by Dirk Draheim and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-28 with Computers categories.
This book takes a foundational approach to the semantics of probabilistic programming. It elaborates a rigorous Markov chain semantics for the probabilistic typed lambda calculus, which is the typed lambda calculus with recursion plus probabilistic choice. The book starts with a recapitulation of the basic mathematical tools needed throughout the book, in particular Markov chains, graph theory and domain theory, and also explores the topic of inductive definitions. It then defines the syntax and establishes the Markov chain semantics of the probabilistic lambda calculus and, furthermore, both a graph and a tree semantics. Based on that, it investigates the termination behavior of probabilistic programs. It introduces the notions of termination degree, bounded termination and path stoppability and investigates their mutual relationships. Lastly, it defines a denotational semantics of the probabilistic lambda calculus, based on continuous functions over probability distributions as domains. The work mostly appeals to researchers in theoretical computer science focusing on probabilistic programming, randomized algorithms, or programming language theory.