Abstract

Process mining has become its own research discipline over the last years, providing ways to analyze business processes based on event logs. In healthcare, the characteristics of organizational and treatment processes, especially regarding heterogeneous data sources, make it hard to apply process mining techniques. This work presents an approach to utilize established standards for accessing the audit trails of healthcare information systems and provides automated mapping to an event log format suitable for process mining. It also presents a way to simulate healthcare processes and uses it to validate the approach.

OriginalspracheEnglisch
TitelProcess Mining Workshops - ICPM 2020 International Workshops, Revised Selected Papers
Redakteure/-innenSander Leemans, Henrik Leopold
Seiten343-355
Seitenumfang13
DOIs
PublikationsstatusVeröffentlicht - 2021

Publikationsreihe

NameLecture Notes in Business Information Processing
Band406 LNBIP
ISSN (Print)1865-1348
ISSN (elektronisch)1865-1356

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