Provenance in Data Science

Provenance in Data Science

From Data Models to Context-Aware Knowledge Graphs

Seneviratne, Oshani W.; McGuinness, Deborah L.; Sikos, Leslie F.

Springer Nature Switzerland AG

04/2022

110

Mole

Inglês

9783030676834

15 a 20 dias

203

Descrição não disponível.
The Evolution of Context-Aware RDF Knowledge Graphs.- Data Provenance and Accountability on the Web.- The Right (Provenance) Hammer for the Job: a Comparison of Data Provenance Instrumentation.- Contextualized Knowledge Graphs in Communication Network and Cyber-Physical System Modeling.- ProvCaRe: A Large-Scale Semantic Provenance Resource for Scientific Reproducibility.- Graph-Based Natural Language Processing for the Pharmaceutical Industry.
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Knowledge graph;Contextualized Knowledge graph;Data science;Data provenance;Provenance ontology;Scientific reproducibility;Cyber-knowledge representation;Cyberthreat intelligence;Cyber-physical system modeling;Pharmacovigilance;Clinical decision support;RDF provenance;Semantic Web;Structured data;Knowledge discovery;Formal knowledge representation;Automated reasoning;Explainable AI