DocumentCode
2251705
Title
Process mining challenges in hospital information systems
Author
Homayounfar, Payam
Author_Institution
Wroclaw Univ. of Econ., Wrocław, Poland
fYear
2012
fDate
9-12 Sept. 2012
Firstpage
1135
Lastpage
1140
Abstract
Over the last years hospital information systems became more integrated. Hospital information systems with the wide variety of systems are highly suitable to use process mining for knowledge discovery and optimization of processes. Applying process mining in hospital information systems is a modern and recommendable approach in health care. But process mining techniques can only provide a high result quality if the structure of data is known and if the structure of the event logs are maintained appropriately. This paper describes process mining, hospital information systems and shows where the challenges are if the two areas are combined.
Keywords
data mining; data structures; health care; medical information systems; data structure; event log structure; health care; hospital information systems; knowledge discovery; process mining challenges; process optimization; Complexity theory; Data mining; Hospitals; Information systems; Organizations;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Information Systems (FedCSIS), 2012 Federated Conference on
Conference_Location
Wroclaw
Print_ISBN
978-1-4673-0708-6
Electronic_ISBN
978-83-60810-51-4
Type
conf
Filename
6354456
Link To Document