title: From IHE Audit Trails to XES Event Logs Facilitating Process Mining.
abstract: 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.
authors.affiliation: University of Applied Sciences Upper Austria.
authors.forename: Ferdinand
authors.initials: F
authors.lastname: Paster
authors.affiliation: University of Applied Sciences Upper Austria.
authors.forename: Emmanuel
authors.initials: E
authors.lastname: Helm
mesh_terms: D057225:Data Mining / Q000379:methods* / Q000592:standards; D006751:Hospital Information Systems / Q000592:standards* / Q000706:statistics & numerical data*; D038622:Internationality; D008485:Medical Audit / Q000379:methods* / Q000592:standards*; D017064:Process Assessment, Health Care / Q000379:methods* / Q000592:standards; D058996:Quality Improvement / Q000592:standards