TY - GEN
T1 - From IHE Audit Trails to XES Event Logs Facilitating Process Mining
AU - Paster, Ferdinand Franz
AU - Helm, Emmanuel
N1 - Publisher Copyright:
© 2015 European Federation for Medical Informatics (EFMI).
PY - 2015
Y1 - 2015
N2 - Recently Business Intelligence approaches like process mining are applied to the healthcare domain. The goal of process mining is to gain process knowledge, compliance and room for improvement by investigating recorded event data. Previous approaches focused on process discovery by event data from various specific systems. IHE, as a globally recognized basis for healthcare information systems, defines in its ATNA profile how real-world events must be recorded in centralized event logs. The following approach presents how audit trails collected by the means of ATNA can be transformed to enable process mining. Using the standardized audit trails provides the ability to apply these methods to all IHE based information systems.
AB - Recently Business Intelligence approaches like process mining are applied to the healthcare domain. The goal of process mining is to gain process knowledge, compliance and room for improvement by investigating recorded event data. Previous approaches focused on process discovery by event data from various specific systems. IHE, as a globally recognized basis for healthcare information systems, defines in its ATNA profile how real-world events must be recorded in centralized event logs. The following approach presents how audit trails collected by the means of ATNA can be transformed to enable process mining. Using the standardized audit trails provides the ability to apply these methods to all IHE based information systems.
KW - Data Mining
KW - Process Assessment
KW - Quality of Health Care
KW - Standards
KW - Process Assessment, Health Care/methods
KW - Quality Improvement/standards
KW - Data Mining/methods
KW - Internationality
KW - Medical Audit/methods
KW - Hospital Information Systems/standards
UR - http://www.scopus.com/inward/record.url?scp=84937405805&partnerID=8YFLogxK
U2 - 10.3233/978-1-61499-512-8-40
DO - 10.3233/978-1-61499-512-8-40
M3 - Conference contribution
C2 - 25991098
VL - 210
T3 - Studies in Health Technology and Informatics
SP - 40
EP - 44
BT - Digital Healthcare Empowering Europeans - Proceedings of MIE 2015
A2 - Cornet, Ronald
A2 - Stoicu-Tivadar, Lacramioara
A2 - Cornet, Ronald
A2 - Parra Calderon, Carlos Luis
A2 - Andersen, Stig Kjaer
A2 - Horbst, Alexander
A2 - Hercigonja-Szekeres, Mira
PB - IOS Press
T2 - 26th Medical Informatics in Europe Conference, MIE 2015
Y2 - 27 May 2015 through 29 May 2015
ER -