Probabilistic Semantic Web
Author | : Riccardo Zese |
Publisher | : |
Total Pages | : |
Release | : 2016 |
Genre | : |
ISBN | : 9783898387224 |
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Author | : Riccardo Zese |
Publisher | : |
Total Pages | : |
Release | : 2016 |
Genre | : |
ISBN | : 9783898387224 |
Author | : R. Zese |
Publisher | : IOS Press |
Total Pages | : 193 |
Release | : 2016-12-09 |
Genre | : Computers |
ISBN | : 1614997349 |
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.
Author | : Zhongli Ding |
Publisher | : |
Total Pages | : 304 |
Release | : 2005 |
Genre | : |
ISBN | : |
Author | : Paulo C. G. Costa |
Publisher | : Springer Science & Business Media |
Total Pages | : 416 |
Release | : 2008-12-02 |
Genre | : Computers |
ISBN | : 354089764X |
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.
Author | : Fernando Bobillo |
Publisher | : Springer |
Total Pages | : 346 |
Release | : 2014-11-29 |
Genre | : Computers |
ISBN | : 3319134132 |
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.
Author | : Fernando Bobillo |
Publisher | : Springer |
Total Pages | : 345 |
Release | : 2013-01-09 |
Genre | : Computers |
ISBN | : 3642359752 |
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.
Author | : Grigoris Antoniou |
Publisher | : Springer |
Total Pages | : 550 |
Release | : 2011-06-11 |
Genre | : Computers |
ISBN | : 3642210643 |
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).
Author | : Grigoris Antoniou |
Publisher | : Springer |
Total Pages | : 451 |
Release | : 2011-05-07 |
Genre | : Computers |
ISBN | : 3642210341 |
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).
Author | : Ma, Zongmin |
Publisher | : IGI Global |
Total Pages | : 386 |
Release | : 2008-08-31 |
Genre | : Computers |
ISBN | : 1605660299 |
Provides a single record of technologies and practices of the Semantic approach to the management, organization, interpretation, retrieval, and use of Web-based data.
Author | : Karl Aberer |
Publisher | : Springer Science & Business Media |
Total Pages | : 999 |
Release | : 2007-10-27 |
Genre | : Computers |
ISBN | : 3540762981 |
This book constitutes the refereed proceedings of the joined 6th International Semantic Web Conference, ISWC 2007, and the 2nd Asian Semantic Web Conference, ASWC 2007. The papers address all current issues in the field of the semantic Web, ranging from theoretical and foundational aspects to various applied topics such as management of semantic Web data, ontologies, semantic Web architecture, social semantic Web, as well as applications of the semantic Web.