Hospital Billing - Event Log

    Dataset

    Description

    The 'Hospital Billing' event log was obtained from the financial modules of the ERP system of a regional hospital. The event log contains events that are related to the billing of medical services that have been provided by the hospital. Each trace of the event log records the activities executed to bill a package of medical services that were bundled together. The event log does not contain information about the actual medical services provided by the hospital.
    The 100,000 traces in the event log are a random sample of process instances that were recorded over three years. Several attributes such as the 'state' of the process, the 'caseType', the underlying 'diagnosis' etc. are included in the event log. Events and attribute values have been anonymized. The time stamps of events have been randomized for this purpose, but the time between events within a trace has not been altered.
    Date made available1 Aug 2017
    Publisher4TU.Centre for Research Data
    Date of data productionDec 2012 - Jan 2016
    • Data-driven process discovery: revealing conditional infrequent behavior from event logs

      Mannhardt, F., de Leoni, M., Reijers, H. A. & van der Aalst, W. M. P., 2017, Advanced Information Systems Engineering: 29th International Conference, CAiSE 2017, Essen, Germany, June 12-16, 2017, Proceedings. Dubois, E. & Pohl, K. (eds.). Cham: Springer, p. 545-560 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10253 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

      Open Access
      File
      58 Citations (Scopus)
      304 Downloads (Pure)
    • Heuristic mining revamped : an interactive, data-aware, and conformance-aware miner

      Mannhardt, F., de Leoni, M. & Reijers, H. A., 2017, Proceedings of the BPM Demo Track and BPM Dissertation Award, co-located with 15th International Conference on Business Process Management (BPM 2017), Barcelona, Spain, September 13, 2017. Clarisó, R., Leopold, H., Mendling, J., van der Aalst, W., Kumar, A., Pentland, B. & Weske, M. (eds.). CEUR-WS.org, p. 1-5 (CEUR Workshop Proceedings; vol. 1920).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

      Open Access
      File

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