Enabling interactive process analysis with process mining and visual analytics

P.M. Dixit, H.S. Garcia Caballero, A. Corvo, B.F.A. Hompes, J.C.A.M. Buijs, W.M.P. van der Aalst

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

6 Citations (Scopus)
7 Downloads (Pure)

Abstract

In a typical healthcare setting, specific clinical care pathways can be defined by the hospitals. Process mining provides a way of analyzing the care pathways by analyzing the event data extracted from the hospital information systems. Process mining can be used to optimize the overall care pathway, and gain interesting insights into the actual execution of the process, as well as to compare the expectations versus the reality. In this paper, a generic novel tool called InterPretA, is introduced which builds upon pre-existing process mining and visual analytics techniques to enable the user to perform such process oriented analysis. InterPretA contains a set of options to provide high level conformance analysis of a process from different perspectives. Furthermore, InterPretA enables detailed investigative analysis by letting the user interactively analyze, visualize and explore the execution of the processes from the data perspective.
Original languageEnglish
Title of host publication Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies
EditorsHugo Gamboa, Ana Fred, Egon L. van den Broek, Mario Vaz
Pages573-584
Number of pages12
Volume5
ISBN (Electronic)978-989-758-213-4
DOIs
Publication statusPublished - 2017
Event10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Porto, Portugal
Duration: 21 Feb 201723 Feb 2017
Conference number: 10
http://www.healthinf.biostec.org/ACP.aspx?y=2017

Conference

Conference10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017)
Abbreviated titleBIOSTEC 2017
CountryPortugal
CityPorto
Period21/02/1723/02/17
Internet address

Keywords

  • Classification
  • Compliance Analysis
  • Performance Analysis
  • Process Mining
  • Visual Analytics

Fingerprint Dive into the research topics of 'Enabling interactive process analysis with process mining and visual analytics'. Together they form a unique fingerprint.

  • Cite this

    Dixit, P. M., Garcia Caballero, H. S., Corvo, A., Hompes, B. F. A., Buijs, J. C. A. M., & van der Aalst, W. M. P. (2017). Enabling interactive process analysis with process mining and visual analytics. In H. Gamboa, A. Fred, E. L. van den Broek, & M. Vaz (Eds.), Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (Vol. 5, pp. 573-584) https://doi.org/10.5220/0006272605730584