The Semantic Web: ESWC 2022 Satellite Events: Hersonissos, Crete, Greece, May 29 – June 2, 2022, Proceedings (Lecture Notes in Computer Science Book 13384)
معرفی کتاب «The Semantic Web: ESWC 2022 Satellite Events: Hersonissos, Crete, Greece, May 29 – June 2, 2022, Proceedings (Lecture Notes in Computer Science Book 13384)» نوشتهٔ Paul Groth (editor), Anisa Rula (editor), Jodi Schneider (editor), Ilaria Tiddi (editor), Elena Simperl (editor), Panos Alexopoulos (editor), Rinke Hoekstra (editor), Mehwish Alam (editor), Anastasia Dimou (editor), Minna Tamper (editor)، منتشرشده توسط نشر Springer International Publishing AG در سال 2022. این کتاب در 3 صفحه، فرمت pdf، زبان انگلیسی ارائه شده است.
This book constitutes the proceedings of the satellite events held at the 19th Extended Semantic Web Conference, ESWC 2022, during May―June in Hersonissos, Greece, 2022. The included satellite events are: the poster and demo session; the PhD symposium; industry track; project networking; workshops and tutorials. During ESWC 2022, the following ten workshops took place:10th Linked Data in Architecture and Construction Workshop (LDAC 2022); 5th International Workshop on Geospatial Linked Data (GeoLD 2022); 5th Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeMWeBMeDA 2022); 7th Natural Language Interfaces for the Web of Data (NLIWOD+QALD 2022); International Workshop on Knowledge Graph Generation from Text (Text2KG 2022); 3rd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2022); 1st Workshop on Modular Knowledge (ModularK 2022); Third International Workshop On Knowledge Graph Construction (KGCW 2022); Third International Workshop On Semantic Digital Twins (SeDIT 2022); and the 1st International Workshop on Semantic Industrial Information Modelling (SemIIM 2022). Preface Organization Contents Summary of Workshops and Tutorials at European Semantic Web Conference 2022 1 Workshops 1.1 Workshops on Semantic Technologies 1.2 Workshops on the Intersection of Knowledge Graphs and Natural Language Processing 1.3 Industry Oriented Workshops 1.4 Domain Specific Workshops 2 Tutorials 2.1 Linked Data and Music Encodings 2.2 Knowledge Graph Construction Posters and Demos Towards UML-Style Visual Queries over Wikidata 1 Introduction 2 Visual Query Notation 3 SPARQL Query Visualization and Visual Query Library 4 Visual Query Environment 5 Discussion and Conclusions References Using the ODRL Profile for Access Control for Solid Pod Resource Governance 1 Introduction 2 Demonstration 3 Data Modelling 4 Conclusions and Future Work References Relation Canonicalization in Open Knowledge Graphs: A Quantitative Analysis 1 Introduction 2 Method 3 Evaluation and Conclusion References Harmonizing and Using Numismatic Linked Data in Digital Humanities Research and Application Development: Case DigiNUMA 1 Introduction and Related Work 2 Data and Ontologies 3 Using the LOD Service and Applications 4 Discussion References Extending AgreementMakerLight to Perform Holistic Ontology Matching 1 Introduction 2 Holistic OM Strategy 3 Application to the Biomedical Domain 4 Conclusions References It's All in the Name: Entity Typing Using Multilingual Language Models 1 Introduction 2 Entity Typing Using Language Models 3 Evaluation 4 Conclusion and Outlook References The Supervised Semantic Similarity Toolkit 1 Introduction 2 The Toolkit 3 Use Case for the Biomedical Domain 4 Conclusion References Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings 1 Introduction 2 Related Work 3 Approach 4 Experiments 4.1 Embedding-Based Clustering for Type Prediction 4.2 Semantification of Tabular Data 5 Conclusion References DataSpecer: A Model-Driven Approach to Managing Data Specifications 1 Introduction 2 DataSpecer 3 Current Usage and Future Work References Towards Query Processing over Heterogeneous Federations of RDF Data Sources 1 Motivation and Challenges 2 FedQPL: A Language for Query Plans over Federations 3 Future Work References SAND: A Tool for Creating Semantic Descriptions of Tabular Sources 1 Introduction 2 Creating Semantic Descriptions in SAND 3 System Design and Configurations 4 Discussions and Future Work References BLAST: Block Applications for Things 1 Introduction 2 BLAST Language 3 BLAST Editor and Execution Environment 4 Usability Evaluation 5 Conclusion References Leibniz Data Manager – A Research Data Management System 1 Introduction 2 The Leibniz Data Manager Architecture 3 Demonstration of Use Cases 3.1 Dataset Creation and Management 3.2 Dataset Analysis 4 Conclusions References Towards Knowledge Graph-Agnostic SPARQL Query Validation for Improving Question Answering 1 Introduction 2 Query Candidate Validation 3 Demo Application 4 Conclusion References Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction References O’FAIRe: Ontology FAIRness Evaluator in the AgroPortal Semantic Resource Repository 1 Context and Motivations 2 O’FAIRe: Design, Implementation and Demonstration 3 Conclusion References domOS Common Ontology: Web of Things Discovery in Smart Buildings 1 Introduction 2 Example Use Case 3 Ontology Design and Competency Questions 4 Ontology Construction and Evaluation 5 WoT Thing Description Directory Implementation References WeKG-MF: A Knowledge Graph of Observational Weather Data 1 Introduction 2 Semantic Model for Weather Data 3 WeKG-MF: Weather Knowledge Graph - Météo-France 4 Conclusion and Future Work References DAGOBAH UI: A New Hope for Semantic Table Interpretation 1 Introduction 2 Related Work 3 System Description 3.1 Table Interpretation 3.2 Table Enrichment with KGs 4 Demonstration References KartoGraphI: Drawing a Map of Linked Data 1 Introduction 2 IndeGx: Description of Semantic Web KB 3 KartoGraphI: Drawing a Map from Semantic Web KBs 4 Proposed Demonstration References WikidataComplete – An Easy-to-Use Method for Rapid Validation of Text-Extracted New Facts Applied to the Wikidata Knowledge Graph 1 Introduction 2 Demo 3 Process 4 Conclusion References Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping 1 Introduction 2 Our Approach 3 Evaluation with Industrial Dataset 4 Conclusion and Outlook References Semantic Video Entity Linking 1 Introduction 2 Multi-modal Entity Linking 3 Demonstration 4 Conclusion and Future Work References Walk This Way! 1 Introduction 2 New Walk Flavors 3 Evaluation 4 Conclusion and Future Work References Self-verifying Web Resource Representations Using Solid, RDF-Star and Signed URIs 1 Introduction 2 Related Work 3 Basic Demo Walkthrough 4 Modeling Linked Data Signatures Using RDF-Star 5 Pondering the Implications of Signed URIs 6 Conclusion References From OWL to Graphol: Importing Ontologies into Eddy the Editor 1 Introduction 2 Importing OWL 2 Ontologies in Eddy 3 Application Scenarios and Demo Session Overview References Audio Ontologies for Intangible Cultural Heritage 1 Introduction 2 Audio Ontologies in the DDB 3 Conclusion and Future Work References Ontology Matching Through Absolute Orientation of Embedding Spaces 1 Introduction 2 Related Work 3 Approach 4 Experiments 4.1 Synthetic Experiments 4.2 Experiments on Real Data 5 Conclusion References Semantic Modeling and Reconstruction of Drones’ Trajectories 1 Introduction 2 Related Work 3 Proposed Approach 4 Conclusion References How to Search and Contextualize Scenes Inside Videos for Enriched Watching Experience: Case Stories of the Second World War Veterans 1 Introduction and Related Work 2 WarMemoirSampo System: Data Service and Portal 3 Summary of Contributions References PhD Symposium (Semi-) Automatic Construction of Knowledge Graph Metadata 1 Motivation 2 State-of-the-Art 3 Problem Statement and Contributions 4 Research Methodology and Approach 5 Evaluation Plan 6 Preliminary Results 7 Conclusions and Lessons Learned References Towards a Similarity Algorithm for Controlled Vocabularies Within the Digital Humanities 1 Introduction and Motivation 2 State of the Art 3 Problem Statement and Contributions 4 Research Methodology and Approach 5 Evaluation Plan 5.1 Reference Datasets and Algorithm Evaluation 5.2 Validation and Recommender System Evaluation 6 Preliminary Results 7 Conclusions and Lessons Learned References Causal Domain Adaptation for Information Extraction from Complex Conversations 1 Introduction 2 State of the Art 2.1 Information Extraction on the Web 2.2 Causal NLP 3 Problem Statement 4 Research Methodology and Approach 5 Evaluation Plan 6 Results 7 Conclusions and Future Work References Knowledge Graph Population with Out-of-KG Entities 1 Introduction 2 State of the Art 2.1 Knowledge Graph Population 2.2 Out-of-KG Entity Discovery and Representation 2.3 Entity Description 3 Problem Statements, Research Questions and Contributions 4 Research Methodology and Approach 5 Evaluation Plan 6 Preliminary Results 7 Conclusion and Future Work References Dynamic Knowledge Graph Embeddings via Local Embedding Reconstructions 1 Introduction and Motivation 2 State of the Art 3 Problem Statement and Contributions 4 Research Methodology and Approach 5 Evaluation Plan 6 Preliminary Results 7 Conclusions and Lessons Learned References Leveraging Standards in Model-Centric Geospatial Knowledge Graph Creation 1 Introduction and Motivation 2 State of the Art 2.1 nD Urban Data Model Transformation and Alignment 2.2 Model-Centric nD Urban Data Transformation 3 Problem Statement and Contributions 4 Research Methodology 5 Evaluation Plan 6 Intermediate Results 7 Conclusions and Lessons Learned References Building Narrative Structures from Knowledge Graphs 1 Introduction 2 Related Work 3 Problem Statement 4 Research Methodology and Approach 5 Evaluation Plan 6 Preliminary Results 6.1 A Modified Simple Event Model to Represent the Narrative 6.2 Gathering Data from Wikidata and Wikipedia 6.3 Building the Narrative Network 7 Conclusions and Lessons Learnt A Predicates Selected for Each Narrative Dimension B Example of One Event Construction References Using Referential Language Games for Task-oriented Ontology Alignment 1 Introduction and Motivation 2 State of the Art 2.1 Language Games 2.2 Ontology Alignment 2.3 Differences with this Thesis 3 Problem Statement and Contributions 4 Research Methodology and Approach 5 Evaluation Plan 6 Preliminary Results 7 Conclusions and Lessons Learned References Balancing RDF Generation from Heterogeneous Data Sources 1 Introduction 2 State of the Art 3 Problem Statement and Contributions 4 Research Methodology and Approach 5 Evaluation Plan 6 Intermediate Results 7 Conclusion and Lessons Learned References Geological Information Capture with Sketches and Ontologies 1 Introduction 2 State of the Art 2.1 User Interface for RDF Data Entry 2.2 Geological Data Integration 2.3 Software Assistance for Geological Research 3 Problem Statement 3.1 Research Questions 4 Research Methodology 5 Evaluation Plan 6 Conclusions and Further Work References Industry The Data Value Quest: A Holistic Semantic Approach at Bosch References Extracting Subontologies from SNOMED CT 1 Introduction 2 Subontology Extraction 3 Implementation, Evaluation and Applications References “Semantify” Business and Content to Meet Demands for Expert Solutions in Professional Markets 1 Introduction 2 Semantifying Content 3 Semantifying the Business 4 Conclusion References Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case References Semantic Data Integration for Monitoring Operators’ Ergonomics in an Automotive Manufacturing Setting 1 Motivation and Setup 2 Deployment 3 Benefits of Applying Semantic Technologies 4 Discussion and Next Steps References Semantic Description of Equipment and Its Controls in Building Automation Systems 1 Introduction 2 Use Cases for a Holistic Semantic Description 3 Challenges 4 Approach 5 Evaluation 6 Summary References Author Index Of Workshops and Tutorials at European Semantic Web Conference 2022 -- Posters and Demos -- Towards UML-style Visual Queries over Wikidata -- Using the ODRL Profile for Access Control for Solid Pod Resource Governance -- Relation Canonicalization in Open Knowledge Graphs: A Quantitative Analysis -- Harmonizing and Using Numismatic Linked Data in Digital Humanities Research and Application Development: Case DigiNUMA -- Extending AgreementMakerLight to Perform Holistic Ontology Matching -- It's all in the Name: Entity Typing using Multilingual Language Models -- The Supervised Semantic Similarity Toolkit -- Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings -- DataSpecer: A Model-Driven Approach to Managing Data Specifications -- Towards Query Processing over Heterogeneous Federations of RDF Data sources -- SAND: A Tool for Creating Semantic Descriptions of Tabular Sources -- BLAST: Block Applications for Things -- Leibniz Data Manager - A Research Data Management System -- Towards Knowledge Graph-Agnostic SPARQL Query Validation for Improving Question Answering -- Towards Generalized Welding Ontology in line with ISO and Knowledge Graph Construction -- O'FAIRe: Ontology FAIRness Evaluator in the AgroPortal semantic resource repository -- domOS Common Ontology: Web of Things Discovery in Smart Buildings -- WeaKG-MF: a Knowledge Graph of Observational Weather Data -- DAGOBAH UI: A New Hope For Semantic Table Interpretation -- KartoGraphI: Drawing a Map of Linked Data -- WikidataComplete - An easy-to-use method for rapid validation of text-extracted new facts applied to the Wikidata knowledge graph -- Query-based Industrial Analytics over Knowledge Graphs with Ontology Reshaping -- Semantic Video Entity Linking -- Walk this Way! Entity Walks and Property Walks for RDF2vec -- Self-Verifying Web Resource Representations using Solid, RDF-star and Signed URIs -- From OWL to Graphol: importing ontologies into Eddy the editor -- Audio Ontologies for Intangible Cultural Heritage -- Ontology Matching Through Absolute Orientation of Embedding Spaces -- Semantic modeling and reconstruction of drones' Trajectories -- How to Search and Contextualize Scenes inside Videos for Enriched Watching Experience: Case Stories of the Second World War Veterans -- PhD Symposium -- (Semi-) Automatic construction of knowledge graph Metadata -- Towards a Similarity Algorithm for Controlled Vocabularies within the Digital Humanities -- Causal Domain Adaptation for Information Extraction from Complex Conversations -- Knowledge Graph Population with Out-of-KG Entities -- Dynamic Knowledge Graph Embeddings via Local Embedding Reconstructions -- Leveraging Standards in Model-Centric Geospatial Knowledge Graph Creation -- Building Narrative Structures from Knowledge Graphs -- Using Referential Language Games for Task-oriented Ontology Alignment -- Balancing RDF generation from heterogeneous data sources -- Geological Information Capture with Sketches and Ontologies -- Industry -- The Data Value Quest: A Holistic Semantic Approach at Bosch -- Extracting Subontologies from SNOMED CT -- “Semantify” business and content to meet demands for expert solutions in professional markets -- Enhancing Knowledge Graph Generation with Ontology Reshaping - Bosch Case -- Semantic Data Integration for Monitoring Operators' Ergonomics in an Automotive Manufacturing Setting -- Semantic Description of Equipment and its Controls in Building Automation Systems. This book constitutes the proceedings of the satellite events held at the 19th Extended Semantic Web Conference, ESWC 2022, during May—June in Hersonissos, Greece, 2022. The included satellite events are: the poster and demo session; the PhD symposium; industry track; project networking; workshops and tutorials. During ESWC 2022, the following ten workshops took place:10th Linked Data in Architecture and Construction Workshop (LDAC 2022); 5th International Workshop on Geospatial Linked Data (GeoLD 2022); 5th Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeMWeBMeDA 2022); 7th Natural Language Interfaces for the Web of Data (NLIWOD QALD 2022); International Workshop on Knowledge Graph Generation from Text (Text2KG 2022); 3rd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2022); 1st Workshop on Modular Knowledge (ModularK 2022); Third International Workshop On Knowledge Graph Construction (KGCW 2022); Third International Workshop On Semantic Digital Twins (SeDIT 2022); and the 1st International Workshop on Semantic Industrial Information Modelling (SemIIM 2022).
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