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Published in:
2020 | OriginalPaper | Chapter
Building Knowledge Graph in Spark Without SPARQL
Author : Alex Romanova
Published in: Database and Expert Systems Applications
Publisher: Springer International Publishing
Abstract
Knowledge graphs, powerful assets for enhancing search and various data integration, are being essential in both academia and industry. In this paper we will demonstrate that knowledge graph abilities are much wider than search and data integration. We will do it in a twofold manner: 1) we will show how to build knowledge graph in Spark instead of using SPARQL language and how to explore data in DataFrames and GraphFrames; and 2) we will reveal Spark knowledge graph as a bridge between logical thinking and graph thinking for data mining.
