Format:
1 Online-Ressource (xxi, 738 Seiten)
,
Illustrationen
ISBN:
9783030773854
Series Statement:
Lecture notes in computer science 12731
Content:
Ontologies and Reasoning -- Streaming Partitioning of RDF Graphs for Datalog Reasoning -- Parallelised ABox Reasoning and Query Answering with Expressive Description Logics -- Analysing Large Inconsistent Knowledge Graphs using Anti-Patterns -- Processing SPARQL Property Path Queries Online with Web Preemption -- Ontology-Based Map Data Quality Assurance -- Knowledge Graphs (Understanding, Creating, and Exploiting) -- Applying Grammar-based Compression to RDF -- HDT Bitmap Triple Indices for Efficient RDF Data Exploration -- Programming and Debugging with Semantically Lifted States -- Do Embeddings Actually Capture Knowledge Graph Semantics? -- A Semantic Framework to Support AI System Accountability and Audit -- Semantic Data Management, Querying and Distributed Data -- Comparison Table Generation from Knowledge Bases -- Incremental Schema Discovery for RDF Data at Scale -- HTTP Extensions for the Management of Highly Dynamic Data Resources -- Expressibility of OWL Axioms with Patterns -- Data Dynamics, Quality, and Trust -- Refining Transitive and pseudo-Transitive Relations at Web Scale -- Data Reliability and Trustworthiness through Digital Transmission Contracts -- Matching, Integration, and Fusion -- Neural Knowledge Base Repairs -- Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes -- NLP and Information Retrieval -- Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers -- WEB-SOBA: Word Embeddings-Based Semi-automatic Ontology Building for Aspect-Based Sentiment Classification -- Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs -- Machine Learning -- Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs -- Augmenting Ontology Alignment by Semantic Embedding and Distant Supervision -- Convolutional Complex Knowledge Graph Embeddings -- RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings -- Injecting Background Knowledge into Embedding Models for Predictive Tasks on Knowledge Graphs -- Science Data and Scholarly Communication -- Structured Semantic Modeling of Scientific Citation Intents -- Discovering Research Hypotheses in Social Science using Knowledge Graph Embeddings -- Problems to Solve Before You Die -- Towards a Linked Open Code -- A Polyvocal and Contextualised Semantic Web -- Resources -- The WASABI dataset: cultural -- RuBQ 2.0: An Innovated Russian Question Answering Dataset -- A Knowledge Organization System for the United Nations Sustainable Development Goals -- RSP4J: An API for RDF Stream Processing -- WasmTree: Web Assembly for the Semantic Web -- ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation -- kgbench: A Collection of Knowledge Graph Datasets for Evaluating Relational and Multimodal Machine Learning -- The SLOGERT Framework for Automated Log Knowledge Graph Construction -- P2P-O: A Purchase-To-Pay Ontology for Enabling Semantic Invoices -- KOBE: Cloud-native Open Benchmarking Engine for Federated Query Processors -- CSKG: The CommonSense Knowledge Graph -- In-Use Track -- A Knowledge Graph-based Approach for Situation Comprehension in Driving Scenarios -- Pay-as-you-go Population of an Automotive Signal Knowledge Graph.
Content:
This book constitutes the refereed proceedings of the 18th International Semantic Web Conference, ESWC 2021, held virtually in June 2021. The 41 full papers and 2 short papers presented were carefully reviewed and selected from 167 submissions. The papers were submitted to three tracks: the research track, the resource track and the in-use track. These tracks showcase research and development activities, services and applications, and innovative research outcomes making their way into industry. The research track caters to both long-standing and emerging research topics in the form of the following subtracks: ontologies and reasoning; knowledge graphs (understanding, creating, and exploiting); semantic data management, querying and distributed data; data dynamics, quality, and trust; matching, integration, and fusion; NLP and information retrieval; machine learning; science data and scholarly communication; and problems to solve before you die.
Additional Edition:
ISBN 9783030773847
Additional Edition:
ISBN 9783030773861
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783030773847
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783030773861
Additional Edition:
Erscheint auch als Druck-Ausgabe ESWC (18. : 2021 : Online) The semantic web Cham : Springer, 2021 ISBN 9783030773847
Language:
English
Subjects:
Computer Science
Keywords:
Semantic Web
;
Ontologie
;
Natürliche Sprache
;
Information Retrieval
;
Konferenzschrift
DOI:
10.1007/978-3-030-77385-4
Author information:
Verborgh, Ruben
Author information:
Hose, Katja
Author information:
Paulheim, Heiko 1977-
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