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Provenance in Data Science
From Data Models to Context-Aware Knowledge Graphs
Deborah L. McGuinness , Leslie F. Sikos , Oshani W. Seneviratne
This book primarily targets researchers who utilize knowledge graphs in their methods and approaches (this includes researchers from a variety of domains, such as cybersecurity, eHealth, data science, Semantic Web, etc.). This book collects core facts for the state of the art in provenance approaches and techniques, complemented by a critical review of existing approaches. New research directions are also provided that combine data science and knowledge graphs, for an increasingly important research topic.
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