Multi-Perspective Process Mining Interfaces for HL7 AuditEvent Repositories: XES and OCEL
| Autor: | Andreas Pointner, Oliver Krauss, Andreas Erhard, Andreas Schuler, Emmanuel Helm |
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| Rok vydání: | 2023 |
| Zdroj: | dHealth 2023 ISBN: 9781643683867 |
| DOI: | 10.3233/shti230034 |
| Popis: | Background: Medical information systems frequently use event logging, but these logs are not suitable for process mining as they are not logged in a standardized format. Objectives: Our goal is to enrich medical event logs for use in process mining. Method: We present an approach to convert events from standards- based repositories into the XES and OCEL formats commonly used in process mining. Results: We tested this approach using simulated data from the Austrian breast cancer screening program. Conclusion: We aim to apply it to analyze care guidelines and improve hospital processes in the future. |
| Databáze: | OpenAIRE |
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