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Context-based entity matching for big data
Book PartAbstract: In the Big Data era, where variety is the most dominant dimension, the RDF data model enables the crPalabras claves:Autores:Collarana D., Graux D., María-Esther Vidal, Tasnim M.Fuentes:scopusCOMET: A Contextualized Molecule-Based Matching Technique
Conference ObjectAbstract: Context-specific description of entities –expressed in RDF– poses challenges during data-driven taskPalabras claves:Data integration, RDF entities, RDF knowledge graphsAutores:Collarana D., Galkin M., Graux D., María-Esther Vidal, Tasnim M.Fuentes:scopusAlligator: A deductive approach for the integration of industry 4.0 standards
Conference ObjectAbstract: Industry 4.0 standards, such as AutomationML, are used to specify properties of mechatronic elementsPalabras claves:AutomationML, industry 4.0, semantic data integrationAutores:Auer S., Collarana D., Grangel-Gonzalez I., Halilaj L., Lange C., Lohmann S., María-Esther VidalFuentes:scopusFuhSen: A federated hybrid search engine for building a knowledge graph on-demand
Conference ObjectAbstract: A vast amount of information about various types of entities is spread across the Web, e.g., peoplePalabras claves:Integration on demand, Knowledge Graph, Rdf, RDF-MoleculeAutores:Auer S., Collarana D., Galkin M., Grangel-Gonzalez I., Lange C., María-Esther VidalFuentes:scopusInteraction Network Analysis Using Semantic Similarity Based on Translation Embeddings
Conference ObjectAbstract: Biomedical knowledge graphs such as STITCH, SIDER, and Drugbank provide the basis for the discoveryPalabras claves:Embeddings, Knowledge graphs, Similarity functionAutores:Collarana D., Manzoor Bajwa A., María-Esther VidalFuentes:scopusSummarizing entity temporal evolution in knowledge graphs
Conference ObjectAbstract: Knowledge graphs are dynamic in nature, new facts about an entity are added or removed over time. ThPalabras claves:Entity Evolution, RDF Knowledge Graph, RDF MoleculesAutores:Collarana D., Graux D., María-Esther Vidal, Orlandi F., Tasnim M.Fuentes:scopusSynthesizing a knowledge graph of data scientist job offers with MINTE<sup>+</sup>
Conference ObjectAbstract: Data Scientist is one of the most sought-after jobs of this decade. In order to analyze the job markPalabras claves:Data integration, Knowledge graphs, Rdf, RDF MoleculesAutores:Collarana D., Galkin M., María-Esther Vidal, Tasnim M.Fuentes:scopusSynthesizing knowledge graphs from web sources with the MINTE<sup>+</sup> Framework
Conference ObjectAbstract: Institutions from different domains require the integration of data coming from heterogeneous Web soPalabras claves:Data integration, Knowledge graphs, Rdf, RDF MoleculesAutores:Auer S., Collarana D., Galkin M., Lange C., María-Esther Vidal, Scerri S.Fuentes:scopusUnveiling relations in the industry 4.0 standards landscape based on knowledge graph embeddings
Conference ObjectAbstract: Industry 4.0 (I4.0) standards and standardization frameworks have been proposed with the goal of empPalabras claves:Autores:Collarana D., Grangel-Gonzalez I., Lehmann J., María-Esther Vidal, Rivas A.Fuentes:scopusSemantic Data Integration for Knowledge Graph Construction at Query Time
Conference ObjectAbstract: The evolution of the Web of documents into a Web of services and data has resulted in an increased aPalabras claves:Data integration, Knowledge Graph, RDF Molecule, Similarity measureAutores:Auer S., Collarana D., Galkin M., Lange C., María-Esther Vidal, Traverso-Ribon I.Fuentes:scopus