16th international conference, ESWC 2019, Portorož, Slovenia, June 2-6, 2019, proceedings /
First Statement of Responsibility
Pascal Hitzler [and 7 others], (eds.).
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
[2019]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource
SERIES
Series Title
Lecture notes in computer science ;
Series Title
LNCS sublibrary. SL 3, Information systems and application, incl. Internet/Web and HCI
Volume Designation
11503
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and author index.
CONTENTS NOTE
Text of Note
Intro; Preface; Organization; Sponsors; Contents; Research Track; A Decentralized Architecture for Sharing and Querying Semantic Data; 1 Introduction; 2 Related Work; 3 PIQNIC; 3.1 Data Fragmentation; 3.2 Network Architecture; 3.3 Replication of Datasets; 4 Query Processing; 5 Evaluation; 6 Conclusions; References; Reformulation-Based Query Answering for RDF Graphs with RDFS Ontologies; 1 Introduction; 2 Preliminaries; 2.1 RDF Graph; 2.2 RDF Entailment Rules; 2.3 Basic Graph Pattern Queries; 3 Prior Related Work; 4 Extending Query Reformulation to Queries over the Ontology
Text of Note
2 Related Work3 Preliminaries; 4 Concepts of Nearest Neighbours (CNN); 4.1 Theoretical Definitions; 4.2 Algorithmic and Practical Aspects; 5 Link Prediction; 6 Experiments; 6.1 Methodology; 6.2 Results; 6.3 In-Depth Analysis; 6.4 Example Inferences and Explanations; 7 Conclusion; References; Disclosing Citation Meanings for Augmented Research Retrieval and Exploration; 1 Introduction; 2 Related Work; 3 Data and Preprocessing Tools; 3.1 Data; 3.2 Snippet Extraction; 3.3 Snippet Linking; 4 Semantic Analysis; 4.1 Text Transformation; 4.2 Syntax-Based Snippet Tokenization
Text of Note
4.1 Overview of Our Query Reformulation Technique4.2 Reformulation Rules Associated with Rc; 4.3 Reformulation Algorithm Associated with Rc; 5 Experimental Evaluation; 6 Conclusion; References; A Hybrid Graph Model for Distant Supervision Relation Extraction; 1 Introduction; 2 Background; 2.1 Various Types of Background Information; 2.2 Graph Convolutional Network; 3 Methodology; 3.1 Problem Definition; 3.2 Overview; 3.3 Encoders; 3.4 Graph Convolutional Network with Attention; 3.5 Optimization; 4 Experiments; 4.1 Dataset and Metrics; 4.2 Experimental Settings
Text of Note
4.3 Precision-Recall Curve Comparison4.4 Model Robustness; 4.5 Case Study; 5 Related Work; 5.1 Distant Supervision; 5.2 Neural Network Methods; 5.3 Methods with Background Information; 6 Conclusion and Future Work; References; Retrieving Textual Evidence for Knowledge Graph Facts; 1 Introduction; 2 Related Work; 2.1 Passage Retrieval for Knowledge Graph Facts; 2.2 Word Embeddings for Information Retrieval; 3 Retrieving Textual Evidence; 3.1 Exact Matching; 3.2 Semantic Matching; 3.3 FacTify Model; 4 Evaluation; 4.1 Baselines; 4.2 Evaluation Setup; 4.3 Benchmark; 4.4 Results; 4.5 Discussion
Text of Note
5 ConclusionReferences; Boosting DL Concept Learners; 1 Introduction and Motivation; 2 Related Work; 3 The Learning Problem; 4 Boosting a Concept Learner; 4.1 Basics of Boosting; 4.2 Learning Confidence-Rated Hypotheses in DL; 5 Designing a Simple and Fast Weak Learner; 5.1 wDLF: A Weak Learner Derived from DL-Foil; 5.2 Heuristics; 6 Empirical Evaluation; 6.1 Design and Setup of the Experiments; 6.2 Aggregate Results and Discussion; 6.3 Examples of Induced Ensembles; 7 Conclusions and Outlook; References; Link Prediction in Knowledge Graphs with Concepts of Nearest Neighbours; 1 Introduction
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SUMMARY OR ABSTRACT
Text of Note
This book constitutes the refereed proceedings of the 16th International Semantic Web Conference, ESWC 2019, held in Portorož, Slovenia. The 39 revised full papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in three tracks: research track, resources track, and in-use track and deal with the following topical areas: distribution and decentralisation, velocity on the Web, research of research, ontologies and reasoning, linked data, natural language processing and information retrieval, semantic data management and data infrastructures, social and human aspects of the Semantic Web, and, machine learning.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030213480
OTHER EDITION IN ANOTHER MEDIUM
Title
Semantic web.
International Standard Book Number
9783030213473
PARALLEL TITLE PROPER
Parallel Title
ESWC 2019
TOPICAL NAME USED AS SUBJECT
Semantic Web, Congresses.
Semantic Web.
DEWEY DECIMAL CLASSIFICATION
Number
025
.
042/7
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TK5105
.
88815
Book number
.
E98
2019
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Hitzler, Pascal
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
Extended Semantic Web Conference(16th :2019 :, Portorož, Slovenia)