Towards robust conformance checking

Lecture Notes in Business Information Processing

Volumn 66 LNBIP, Issue , 2011, Pages 122-133

  Adriansyah, A ^a   Van Dongen, B F ^a   Van Der Aalst, W M P ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

conformance; process analysis; Process mining

Indexed keywords

ENTERPRISE RESOURCE MANAGEMENT; PETRI NETS;

ABSTRACT MODELS; BUSINESS PROCESS MANAGEMENT; CONFORMANCE; CONFORMANCE CHECKING; EFFICIENT IMPLEMENTATION; OPERATIONAL BUSINESS; OPERATIONAL PROCESS; PROCESS ANALYSIS; PROCESS MINING; PROCESS MODEL; ROBUST APPROACHES; SIMULATED EVENTS;

MODEL CHECKING;

EID: 79957450970     PISSN: 18651348     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-20511-8_11     Document Type: Conference Paper

References (16)

1. Dechter, R., Pearl, J.: Generalized Best-first Search Strategies and the Optimality of A*. Journal of the ACM (JACM) 32(3), 505-536 (1985)
2. Goedertier, S., Martens, D., Vanthienen, J., Baesens, B.: Robust Process Discovery with Artificial Negative Events. The Journal of Machine Learning Research 10, 1305-1340 (2009)
3. Gunther, C.W.: Process Mining in Flexible Environments. PhD thesis, Eindhoven University of Technology, Eindhoven (2009)
4. Hart, P.E., Nilsson, N.J., Raphael, B.: A Formal Basis for the Heuristic Determination of Minimum Cost Paths in Graphs. IEEE Trans. Syst. Sci. and Cybernetics SSC-4(2), 100-107 (1968)
5. Hofstede, A.H.M., van der Aalst, W.M.P., Adams, M., Russell, N.: Modern Business Process Automation. Springer, Heidelberg (2010)
6. Kurt, J., Kristensen, L.M., Wells, L.: Coloured Petri Nets and CPN Tools for modelling and validation of concurrent systems. International Journal on Software Tools for Technology Transfer (STTT) 9(3-4), 213-254 (2007)
7. Muñoz-Gama, J., Carmona, J.: A fresh look at precision in process conformance. In: Hull, R., Mendling, J., Tai, S. (eds.) BPM 2010. LNCS, vol. 6336, pp. 211-226. Springer, Heidelberg (2010)
8. Pesic, M.: Constraint-Based Workflow Management Systems: Shifting Control to Users. PhD thesis, Eindhoven University of Technology, Eindhoven (2008)
9. Rozinat, A.: Process Mining: Conformance and Extension. PhD thesis, Eindhoven University of Technology, Eindhoven (2010)
10. Rozinat, A., de Jong, I.S.M., Gunther, C.W., van der Aalst, W.M.P.: Conformance Analysis of ASML's Test Process. In: Sadiq, S., Indulska, M., zur Muehlen, M., Dubois, E., Johannesson, P. (eds.) Proceedings of the Second International Workshop on Governance, Risk and Compliance (GRCIS 2009), vol. 459, pp. 1-15 (2009), CEUR-WS.org
11. Rozinat, A., de Medeiros, A.K.A., Günther, C.W., Weijters, A.J.M.M.T., van der Aalst, W.M.P.: The Need for a Process Mining Evaluation Framework in Research and Practice. In: ter Hofstede, A.H.M., Benatallah, B., Paik, H.-Y. (eds.) BPM Workshops 2007. LNCS, vol. 4928, pp. 84-89. Springer, Heidelberg (2008)
12. Russel, S., Norvig, P.: Artificial Intelligence: A Modern Approach, 1st edn. Prentice Hall, Englewood Cliffs (1995)
13. van der Aalst, W.M.P.: Formalization and Verification of Event-driven Process Chains. Information and Software Technology 41(10), 639-650 (1999)
14. van der Aalst, W.M.P., van Hee, K.M., van der Werf, J.M., Verdonk, M.: Auditing 2.0: Using Process Mining to Support Tomorrow's Auditor. Computer 43, 90-93 (2010)
15. van Dongen, B.F., Adriansyah, A.: Process Mining: Fuzzy Clustering and Performance Visualization. In: Business Process Management Workshops, vol. 43, pp. 158-169. Springer, Heidelberg (2009)
16. Weijters, A.J.M.M., van der Aalst, W.M.P., Alves de Medeiros, A.K.: Process Mining with the Heuristics Miner-algorithm. Technical report, Eindhoven University of Technology, Eindhoven, BETA Working Paper Series, WP 166 (2006)