• 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