Conformance checking in healthcare based on partially ordered event data

19th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2014

Volumn , Issue , 2014, Pages

  Lu, Xixi ^a   Mans, Ronny S ^a   Fahland, Dirk ^a   Van Der Aalst, Wil M P ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ALIGNMENT; BENCHMARKING; DIAGNOSIS; FACTORY AUTOMATION;

CONFORMANCE CHECKING; DUTCH HOSPITALS; HEALTHCARE PROCESS; KEY PERFORMANCE INDICATORS; ONE OF A KIND; PARTIALLY ORDERED EVENTS; PROCESS INSTANCES; STRUCTURAL INFORMATION;

HEALTH CARE;

EID: 84946692666     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ETFA.2014.7005060     Document Type: Conference Paper

References (17)

1. B. Cardoen, E. Demeulemeester, and J. Beliën, "Operating Room Planning and Scheduling: A Literature Review," European Journal of Operational Research, vol. 201, no. 3, pp. 921-932, 2010.
2. M. T. Taner, B. Sezen, and J. Antony, "An Overview of Six Sigma Applications in Healthcare Industry," International Journal of Health Care Quality Assurance, vol. 20, no. 4, pp. 329-340, 2007.
3. W. M. P. van der Aalst, A. Adriansyah, and B. van Dongen, "Replaying History on Process Models for Conformance Checking and Performance Analysis," Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, vol. 2, no. 2, pp. 182-192, 2012.
4. A. Rozinat and W. M. P. van der Aalst, "Conformance Checking of Processes Based on Monitoring Real Behavior," Information Systems, vol. 33, no. 1, pp. 64-95, 2008.
5. E. Ramezani, D. Fahland, and W. M. P. van der Aalst, "Where Did I Misbehave Diagnostic Information in Compliance Checking," 2012, pp. 262-278.
6. M. de Leoni, M. Dumas, and L. Garcia-Bañuelos, "Discovering Branching Conditions From Business Process Execution Logs," in Fundamental Approaches to Software Engineering. Springer, 2013, pp. 114-129.
7. D. Fahland and W. M. P. van der Aalst, "Model Repair Aligning Process Models to Reality," Information Systems, 2013.
8. A. Rebuge and D. Ferreira, "Business Process Analysis in Healthcare Environments: A Methodology Based on Process Mining," Information Systems, vol. 37, no. 2, 2012.
9. G. Winskel, "Petri Nets, Algebras, Morphisms, and Compositionality," Information and Computation, vol. 72, no. 3, pp. 197-238, 1987.
10. A. Adriansyah, B. F. van Dongen, and W. M. P. van der Aalst, "Memory-Efficient Alignment of Observed and Modeled Behavior," BPMcenter. org, Tech. Rep, 2013.
11. M. Nielsen, G. Plotkin, and G. Winskel, "Petri Nets, Event Structures and Domains, Part I," Theoretical Computer Science, vol. 13, no. 1, pp. 85-108, 1981.
12. J. Desel and W. Reisig, "Place/Transition Petri Nets," in Lectures on Petri Nets I: Basic Models, ser. Lecture Notes in Computer Science. Springer Berlin Heidelberg, 1998, vol. 1491, pp. 122-173.
13. D. Fahland and W. M. P. van der Aalst, "Simplifying Discovered Process Models in A Controlled Manner," Information Systems, vol. 38, no. 4, pp. 585-605, 2013.
14. M. de Leoni, W. M. P. van der Aalst, and B. F. van Dongen, "Dataand Resource-Aware Conformance Checking of Business Processes," in Business Information Systems. Springer, 2012, pp. 48-59.
15. S. Suriadi, C. Ouyang,W. M. P. van der Aalst, and A. H. M. Ter Hofstede, "Root Cause Analysis with Enriched Process Logs," in Business Process Management Workshops. Springer, 2013, pp. 174-186.
16. R. Lorenz, J. Desel, and G. Juhás, "Models from Scenarios," in Transactions on Petri Nets and Other Models of Concurrency VII. Springer, 2013, pp. 314-371.
17. K. B. Lassen and B. F. van Dongen, "Translating Message Sequence Charts to Other Process Languages Using Process Mining," in Transactions on Petri Nets and Other Models of Concurrency I. Springer, 2008, pp. 71-85.