Title :
Process mining challenges in hospital information systems
Author :
Homayounfar, Payam
Author_Institution :
Wroclaw Univ. of Econ., Wrocław, Poland
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;
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