Leveraging Knowledge Graphs for Big Data Integration: the XI Pipeline

Article type: Research Article

Authors: Cudré-Mauroux, Philippe^{; *}

Affiliations: eXascale Infolab, University of Fribourg, Switzerland. E-mail: pcm@unifr.ch

Correspondence: [*] Corresponding author. E-mail: pcm@unifr.ch.

Abstract: This article gives an overview of recent efforts focusing on integrating heterogeneous data using Knowledge Graphs. I introduce a pipeline consisting of five steps to integrate semi-structured or unstructured content. I discuss some of the key applications of this pipeline through three use-cases, and present the lessons learnt along the way while designing and building data integration systems.

Keywords: Knowledge Graphs, Big Data Integration, crowdsourcing

DOI: 10.3233/SW-190371

Journal: Semantic Web, vol. 11, no. 1, pp. 13-17, 2020