Event-based real-time decomposed conformance analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8841, Issue , 2014, Pages 345-363

  Vanden Broucke, Seppe K L M ^a   Munoz Gama, Jorge ^b   Carmona, Josep ^b   Baesens, Bart ^a,c   Vanthienen, Jan ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^c UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

Conformance analysis; Conformance checking; Event logs; Process decomposition; Process mining; Real time monitoring

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS;

CONFORMANCE ANALYSIS; CONFORMANCE CHECKING; EVENT LOGS; PROCESS DECOMPOSITIONS; PROCESS MINING; REAL TIME MONITORING;

DATA MINING;

EID: 84910015136     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-662-45563-0_20     Document Type: Conference Paper

References (20)

1. van der Aalst, W.M.P.: Decomposing Petri nets for process mining: A generic approach. Distributed and Parallel Databases 31(4), 471–507 (2013)
2. Adriansyah, A.,Muñoz-Gama, J., Carmona, J.: Alignment Based Precision Checking. In: BPM Center Report, 12-10-2012 (2012)
3. Adriansyah, A., van Dongen, B.F., van der Aalst, W.M.P.: Towards Robust Conformance Checking. In: Muehlen, M.z., Su, J. (eds.) BPM 2010 Workshops. LNBIP, vol. 66, pp. 122–133. Springer, Heidelberg (2011)
4. Adriansyah, A., van Dongen, B.F.: Conformance checking using cost-based fitness analysis. In: Proceedings of the 15th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2011), pp. 55–64 (2011)
5. Adriansyah, A., Munoz-Gama, J., Carmona, J., van Dongen, B.F., van der Aalst, W.M.P.: Alignment based precision checking. In: La Rosa, M., Soffer, P. (eds.) BPM Workshops 2012. Lecture Notes in Business Information Processing, vol. 132, pp. 137–149. Springer, Heidelberg (2013)
6. van der Aalst, W., Adriansyah, A.: Replaying history on process models for conformance checking and performance analysis. WIREs Data Mining and Knowledge Discovery 2, 1–18 (2012)
7. Rozinat, A., van der Aalst, W.M.P.: Conformance checking of processes based on monitoring real behavior. Information Systems 33(1), 64–95 (2008)
8. Weidlich, M., Mendling, J., Weske, M.: Efficient consistency measurement based on behavioral profiles of process models. IEEE Trans. Software Eng. 37(3), 410–429 (2011)
9. Smirnov, S., Weidlich, M., Mendling, J.: Business process model abstraction based on behavioral profiles. In: Maglio, P.P., Weske, M., Yang, J., Fantinato, M. (eds.) ICSOC 2010. LNCS, vol. 6470, pp. 1–16. Springer, Heidelberg (2010)
10. van der Aalst, W.M.P.: Decomposing process mining problems using passages. In: Haddad, S., Pomello, L. (eds.) PETRI NETS 2012. LNCS, vol. 7347, pp. 72–91. Springer, Heidelberg (2012)
11. Munoz-Gama, J., Carmona, J., van der Aalst, W.M.P.: Conformance checking in the large: Partitioning and topology. In: Daniel, F., Wang, J., Weber, B. (eds.) BPM 2013. LNCS, vol. 8094, pp. 130–145. Springer, Heidelberg (2013)
12. Munoz-Gama, J., Carmona, J., van der Aalst, W.M.P.: Hierarchical conformance checking of process models based on event logs. In: Colom, J.-M., Desel, J. (eds.) PETRI NETS 2013. LNCS, vol. 7927, pp. 291–310. Springer, Heidelberg (2013)
13. Gal, A., Hadar, E.: Generic architecture of complex event processing systems. In: Hinze, A., Buchmann, A.P. (eds.) Principles and Applications of Distributed Event-Based Systems, pp. 1–18. IGI Global (2010)
14. Zarri, G.P.: Representation and processing of complex events. In: AAAI Spring Symposium: Intelligent Event Processing, p. 101. AAAI (2009)
15. Kang, B., Lee, S.K., Bin Min, Y., Kang, S.H., Cho, N.W.: Real-time process quality control for business activity monitoring. In: Gavrilova, M.L., Gervasi, O., Taniar, D., Mun, Y., Iglesias, A. (eds.) ICCSA Workshops, pp. 237–242. IEEE Computer Society (2009)
16. Janiesch, C., Matzner, M., Müller, O.: Beyond process monitoring: a proof-of-concept of event-driven business activity management. Business Proc. Manag. Journal 18(4), 625–643 (2012)
17. Murata, T.: Petri nets: Properties, analysis and applications. Proceedings of the IEEE 77(4), 541–580 (1989)
18. Polyvyanyy, A., Vanhatalo, J., Völzer, H.: Simplified computation and generalization of the refined process structure tree. In: Bravetti, M., Bultan, T. (eds.) WS-FM 2010. LNCS, vol. 6551, pp. 25–41. Springer, Heidelberg (2011)
19. vanden Broucke, S.K., Weerdt, J.D., Vanthienen, J., Baesens, B.: Determining process model precision and generalization with weighted artificial negative events. IEEE Transactions on Knowledge and Data Engineering 99(PrePrints), 1 (2013)
20. vanden Broucke, S., De Weerdt, J., Vanthienen, J., Baesens, B.: On replaying process execution traces containing positive and negative events. Feb research report kbi 1311, KU Leuven (2013)