3.8 Proceedings Paper

pMineR: An Innovative R Library for Performing Process Mining in Medicine

Journal

ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2017
Volume 10259, Issue -, Pages 351-355

Publisher

SPRINGER INTERNATIONAL PUBLISHING AG
DOI: 10.1007/978-3-319-59758-4_42

Keywords

Process mining; R; Decision support system

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Process Mining is an emerging discipline investigating tasks related with the automated identification of process models, given real-world data (Process Discovery). The analysis of such models can provide useful insights to domain experts. In addition, models of processes can be used to test if a given process complies (Conformance Checking) with specifications. For these capabilities, Process Mining is gaining importance and attention in healthcare. In this paper we introduce pMineR, an R library specifically designed for performing Process Mining in the medical domain, and supporting human experts by presenting processes in a human-readable way.

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