| TÃtulo : |
The Semantic Web : 18th International Conference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings / |
| Tipo de documento: |
documento electrónico |
| Autores: |
Verborgh, Ruben, ; Hose, Katja, ; Paulheim, Heiko, ; Champin, Pierre-Antoine, ; Maleshkova, Maria, ; Corcho, Oscar, ; Ristoski, Petar, ; Alam, Mehwish, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2021 |
| Número de páginas: |
XXI, 738 p. 179 ilustraciones, 130 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-77385-4 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Idioma : |
Inglés (eng) |
| Palabras clave: |
Sistemas de almacenamiento y recuperación de información. Sistemas expertos (Informática) Gestión de base de datos Software de la aplicacion TeorÃa de las máquinas Almacenamiento y recuperación de información Sistemas basados ​​en el conocimiento Aplicaciones informáticas y de sistemas de información Lenguajes formales y teorÃa de los autómatas |
| Clasificación: |
025.04 |
| Resumen: |
Este libro constituye las actas arbitradas de la 18.ª Conferencia Internacional de Web Semántica, ESWC 2021, celebrada virtualmente en junio de 2021. Los 41 artÃculos completos y 2 artÃculos breves presentados fueron cuidadosamente revisados ​​y seleccionados entre 167 presentaciones. Los artÃculos se enviaron a tres vÃas: la vÃa de investigación, la vÃa de recursos y la vÃa de uso. Estas pistas muestran actividades, servicios y aplicaciones de investigación y desarrollo, y resultados de investigación innovadores que se abren paso en la industria. La pista de investigación atiende temas de investigación emergentes y de larga data en la forma de las siguientes subpistas: ontologÃas y razonamiento; gráficos de conocimiento (comprensión, creación y explotación); gestión de datos semánticos, consultas y datos distribuidos; dinámica, calidad y confianza de los datos; emparejamiento, integración y fusión; PNL y recuperación de información; aprendizaje automático; datos cientÃficos y comunicación académica; y problemas que resolver antes de morir. |
| Nota de contenido: |
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 KnowledgeGraph 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. |
| Tipo de medio : |
Computadora |
| Summary : |
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. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
The Semantic Web : 18th International Conference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings / [documento electrónico] / Verborgh, Ruben, ; Hose, Katja, ; Paulheim, Heiko, ; Champin, Pierre-Antoine, ; Maleshkova, Maria, ; Corcho, Oscar, ; Ristoski, Petar, ; Alam, Mehwish, . - 1 ed. . - [s.l.] : Springer, 2021 . - XXI, 738 p. 179 ilustraciones, 130 ilustraciones en color. ISBN : 978-3-030-77385-4 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés ( eng)
| Palabras clave: |
Sistemas de almacenamiento y recuperación de información. Sistemas expertos (Informática) Gestión de base de datos Software de la aplicacion TeorÃa de las máquinas Almacenamiento y recuperación de información Sistemas basados ​​en el conocimiento Aplicaciones informáticas y de sistemas de información Lenguajes formales y teorÃa de los autómatas |
| Clasificación: |
025.04 |
| Resumen: |
Este libro constituye las actas arbitradas de la 18.ª Conferencia Internacional de Web Semántica, ESWC 2021, celebrada virtualmente en junio de 2021. Los 41 artÃculos completos y 2 artÃculos breves presentados fueron cuidadosamente revisados ​​y seleccionados entre 167 presentaciones. Los artÃculos se enviaron a tres vÃas: la vÃa de investigación, la vÃa de recursos y la vÃa de uso. Estas pistas muestran actividades, servicios y aplicaciones de investigación y desarrollo, y resultados de investigación innovadores que se abren paso en la industria. La pista de investigación atiende temas de investigación emergentes y de larga data en la forma de las siguientes subpistas: ontologÃas y razonamiento; gráficos de conocimiento (comprensión, creación y explotación); gestión de datos semánticos, consultas y datos distribuidos; dinámica, calidad y confianza de los datos; emparejamiento, integración y fusión; PNL y recuperación de información; aprendizaje automático; datos cientÃficos y comunicación académica; y problemas que resolver antes de morir. |
| Nota de contenido: |
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 KnowledgeGraph 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. |
| Tipo de medio : |
Computadora |
| Summary : |
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. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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