learning, uncertainty, streaming, and scalability : 14th International Summer School 2018, Esch-sur-Alzette, Luxembourg, September 22-26, 2018, tutorial lectures /
First Statement of Responsibility
Claudia d'Amato, Martin Theobald (eds.).
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xi, 237 pages) :
Other Physical Details
illustrations.
SERIES
Series Title
Lecture notes in computer science ;
Series Title
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI
Volume Designation
11078
GENERAL NOTES
Text of Note
Includes author index.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Practical Normative Reasoning with Defeasible Deontic Logic -- Efficient SPARQL Queries on Very Large Knowledge Graphs -- A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases -- Cold-start Knowledge Base Population using Ontology-based Information Extraction with Conditional Random Fields -- Machine Learning with and for Knowledge Graphs -- Rule Induction and Reasoning over Knowledge Graphs -- Storing and Querying Semantic Data in the Cloud -- Engineering of Web Stream Processing Applications -- Reasoning at Scale. .
0
SUMMARY OR ABSTRACT
Text of Note
The research areas of Semantic Web, Linked Data, and Knowledge Graphs have recently received a lot of attention in academia and industry. Since its inception in 2001, the Semantic Web has aimed at enriching the existing Web with meta-data and processing methods, so as to provide Web-based systems with intelligent capabilities such as context awareness and decision support. The Semantic Web vision has been driving many community efforts which have invested a lot of resources in developing vocabularies and ontologies for annotating their resources semantically. Besides ontologies, rules have long been a central part of the Semantic Web framework and are available as one of its fundamental representation tools, with logic serving as a unifying foundation. Linked Data is a related research area which studies how one can make RDF data available on the Web and interconnect it with other data with the aim of increasing its value for everybody. Knowledge Graphs have been shown useful not only for Web search (as demonstrated by Google, Bing, etc.) but also in many application domains.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030003388
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783030003371
International Standard Book Number
9783030003395
TOPICAL NAME USED AS SUBJECT
Semantic computing, Congresses.
Semantic Web, Congresses.
Artificial Intelligence.
Computer Appl. in Administrative Data Processing.
Data Mining and Knowledge Discovery.
Database Management.
Mathematical Logic and Formal Languages.
Artificial intelligence.
Computers-- Data Processing.
Computers-- Database Management-- Data Mining.
Computers-- Database Management-- General.
Computers-- Intelligence (AI) & Semantics.
Data mining.
Databases.
Mathematical theory of computation.
Mathematics-- Logic.
Public administration.
Semantic computing.
Semantic Web.
(SUBJECT CATEGORY (Provisional
COM021000
UMT
UN
UN
DEWEY DECIMAL CLASSIFICATION
Number
025
.
042/7
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TK5105
.
88815
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
d'Amato, Claudia,1977-
Theobald, Martin
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
Summer School on Reasoning Web(14th :2018 :, Esch-sur-Alzette, Luxembourg)