Process mining with token carried data

Information Sciences

Volumn 328, Issue , 2016, Pages 558-576

  Li, Chuanyi ^a,b   Ge, Jidong ^a,b   Huang, Liguo ^c   Hu, Haiyang ^b,d   Wu, Budan ^b   Yang, Hongji ^e   Hu, Hao ^a   Luo, Bin ^a  

^a NANJING UNIVERSITY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^c Southern Methodist University   (United States)

^d HANGZHOU DIANZI UNIVERSITY   (China)

^e BATH SPA UNIVERSITY   (United Kingdom)

Author keywords

Petri net; Process discovery; Process mining; Token; Token log; Workflow net

Indexed keywords

ALGORITHMS; PETRI NETS;

PROCESS DISCOVERY; PROCESS MINING; TOKEN; TOKEN LOG; WORKFLOW NETS;

DATA MINING;

EID: 84945531064     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2015.08.050     Document Type: Article

References (34)

1. J. Carmona, J. Cortadella New region-based algorithms for deriving bounded petri nets IEEE Transac. Comput. 59 3 2010 371 384
2. K.G. Coman, A.M. Odlyzko Internet growth: is there a Moore's law for data traffic? Handbook of Massive Data Sets 2001 Kluwer 47 93
3. J. Cook, A.L. Wolf Discovering models of software processes from event-based data ACM Transac. Softw. Eng. Methodol. (TOSEM) 7 1998 215 249
4. A. de Mederios, B. van Dongen, W. van der Aalst, T. Weijters Process Mining: Extending the Α; Algorithm to Mine Short Loops, Technical Report 2004 University of Technology Eindhoven
5. R. Dijkman, M. Dumas, L. Garcia-Banuelos Graph maching algorithms for business process model similarity search. Business Process Management, LNCS 5701 2009 48 63
6. H. Duan, Q. Zeng, H. Wang, S.X. Sun, D. Xu Classification and evaluation of timed running schemas for workflow based on process mining J. Syst. Softw. 82 2009 400 410
7. F. Gorunescu Data Mining: Concepts, Models and Techniques 2011 Blue Publishing House ClujNapoca
8. J. Herbst, D. Karagiannis Integrating machine learning and workflow management to support acquisition and adaptation of workflow models Ninth International Workshop, Database and Expert Systems Applications 1998 IEEE 745 752
9. D. Hollingsworth, The workflow reference model, 1995.
10. Q. Hu, Y. Du, S. Yu Service net algebra based on logic Petri nets Inform. Sci. 268 2014 271 289
11. H. Huang, H. Kirchner Secure interoperation design in multi-domains environments based on colored Petri nets Inform. Sci. 221 2013 591 606
12. H. Huang, J. Xiao, Q. Yang, Q. Wang, H. Wu Creating process-agents incrementally by mining process asset library Inform. Sci. 233 2013 183 199
13. Z. Li, M. Zhou, M.D. Jeng A maximally permissive deadlock prevention policy for FMS based on Petri net siphon control and the theory of regions IEEE Transac. Autom. Sci. Eng. 5 2008 182 188
14. Z. Li, M. Zhou, N. Wu A survey and comparison of Petri net-based deadlock prevention policies for flexible manufacturing systems IEEE Trans. Syst. Man Cybernet. 38 2008 173 188
15. T. Murata Petri nets: properties, analysis and applications Proc. IEEE 77 4 1989 541 580
16. K. Okoye, A.R.H. Tawil, U. Naeem, R. Bashroush, E. Lamine A semantic rule-based approach supported by process mining for personalised adaptive learning Proc. Comput. Sci. 37 2014 203 210
17. W. Reisig Petri Nets: An Introduction 1985 Springer, Verlag, New York, Inc. New York, NY, USA
18. A. Rozinat, W. van der Aalst Conformance checking of process based on monitoring real behavior Inform. Syst. 33 2008 64 95
19. A. Rozinat, W. van der Aalst Decision mining in prom Business Process Management, Lecture Notes in Computer Science 4102 2006 Springer Berlin, Heidelberg 420 425
20. W. van der Aalst Decomposing process mining problems using passages Application and Theory of Petri Nets, Lecture Notes in Computer Science 7347 2012 Springer 72 91
21. W. van der Aalst Process discovery: capturing the invisible Computat. Intell. Mag. 5 1 2003 28 31
22. W. van der Aalst, A. Adriansyah, A.K.A. de Medeiros et al. Process mining manifesto Business Process Management Workshops, Lecture Notes in Business Information Processing 100 2012 Springer 169 194
23. W. van der Aalst, K. van Hee Workflow Management: Models, Methods, and Systems 2002 MIT Press Cambridge, MA
24. W. van der Aalst, T. Weijters Process mining: a research agenda Comput. Indust. 53 2004 231 244
25. W. van der Aalst, T. Weijters, L. Maruster The application of petri nets to workflow management J. Circuit. Syst. Comput. 8 1998 21 66
26. W. van der Aalst, T. Weijters, L. Maruster Workflow mining: discovering process models from event logs IEEE Trans. Knowl. Data Eng. 16 2004 1128 1142
27. J.M. van der Werf, B. van Dongen, K. van Hee, C. Hurkens, A. Serebrenik Process discover using integer linear programming Applications and Theory of Petri Nets, Lecture Notes in Computer Science 5062 2009 Springer 368 387
28. D. Wang, J. Ge, H. Hu, B. Luo, L. Huang Discovering process models from event multiset Exp. Syst. Appl. 39 2012 11970 11978
29. L. Wen, W. van der Aalst, J. Wang, J. Sun Mining process models with non-free-choice constructs Data Min. Knowl. Discov. 15 2007 145 180
30. L. Wen, J. Wang, W. van der Aalst, B. Huang, J. Sun A novel approach for process mining based on event types J. Intellig. Inform. Syst. 32 2009 163 190
31. L. Wen, J. Wang, W. van der Aalst, B. Huang, J. Sun Mining process models with prime invisible tasks Data Knowl. Eng. 69 2010 999 1021
32. M.T. Wynn, H.M.W. Verbeek, W.M.P. van der Aalst, A.H.M. ter Hofstede, D. Edmond Soundness-preserving reduction rules for reset workflow nets Inform. Sci. 179 2009 769 790
33. Z. Yan, R. Dijkman, P. Grefen Fast business process similarity search with feature-based similarity estima-tion On the Move to Meaningful Internet Systems: OTM2010, Lecture Notes in Computer Science 6426 2010 Springer 60 77
34. Q. Zeng, H. Wang, D. Xu, H. Duan, Y. Han Conflict detection and resolution for workflows constrained by resources and non-determined durations J. Syst. Softw. 81 2008 1491 1504