Discovering reference models by mining process variants using a heuristic approach

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

Volumn 5701 LNCS, Issue , 2009, Pages 344-362

  Li, Chen ^a   Reichert, Manfred ^b   Wombacher, Andreas ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

^b UNIVERSITY OF ULM   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE PROCESS; CURRENT REFERENCE; HEURISTIC APPROACH; HEURISTIC SEARCH ALGORITHMS; MINING ALGORITHMS; MINING PROCESS; PROCESS CHANGE; PROCESS CONFIGURATION; PROCESS EVOLUTION; PROCESS MODEL; PROCESS VARIANTS; REFERENCE MODELS; RUNTIMES; SIMULATION RESULT;

DATA MINING; ENTERPRISE RESOURCE MANAGEMENT; HEURISTIC ALGORITHMS; HEURISTIC METHODS; LEARNING ALGORITHMS; MATHEMATICAL MODELS; MINING; PROCESS MONITORING; SIMULATORS;

PROCESS CONTROL;

EID: 70349332782     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03848-8_23     Document Type: Conference Paper

References (19)

1. Bae, J., Liu, L., Caverlee, J., Rouse, W.B.: Process mining, discovery, and integration using distance measures. In: ICWS 2006, pp. 479-488 (2006)
2. Alves de Medeiros, A.K.: Genetic Process Mining. PhD thesis, Eindhoven University of Technology, NL (2006)
3. Günther, C.W., Rinderle-Ma, S., Reichert, M., van der Aalst, W.M.P., Recker, J.: Using process mining to learn from process changes in evolutionary systems. Int'l Journal of Business Process Integration and Management 3(1), 61-78 (2008)
4. Hallerbach, A., Bauer, T., Reichert, M.: Managing process variants in the process lifecycle. In: Proc. 10th Int'l Conf. on Enterprise Information Systems (ICEIS 2008), pp. 154-161 (2008)
5. Li, C., Reichert, M., Wombacher, A.: Discovering reference process models by mining process variants. In: ICWS 2008, pp. 45-53. IEEE Computer Society Press, Los Alamitos (2008)
6. Li, C., Reichert, M., Wombacher, A.: Mining process variants: Goals and issues. In: IEEE SCC (2), pp. 573-576. IEEE Computer Society Press, Los Alamitos (2008)
7. Li, C., Reichert, M., Wombacher, A.: On measuring process model similarity based on high-level change operations. In: Li, Q., Spaccapietra, S., Yu, E., Olivé, A. (eds.) ER 2008. LNCS, vol. 5231, pp. 248-264. Springer, Heidelberg (2008)
8. Li, C., Reichert, M., Wombacher, A.: A heuristic approach for discovering reference models by mining process model variants. Technical Report TR-CTIT-09-08, University of Twente, NL (2009)
9. Li, C., Reichert, M., Wombacher, A.: What are the problem makers: Ranking activities according to their relevance for process changes. In: ICWS 2009. IEEE Computer Society Press, Los Alamitos (to appear, 2009)
10. Luger, G.F.: Artificial Intelligence: Structures and Strategies for Complex Problem Solving. Pearson Education, London (2005)
11. Reichert, M., Dadam, P.: ADEPTflex -supporting dynamic changes of workflows without losing control. J. of Intelligent Information Sys. 10(2), 93-129 (1998)
12. Reichert, M., Rinderle, S., Kreher, U., Dadam, P.: Adaptive process management with ADEPT2. In: ICDE 2005, pp. 1113-1114. IEEE Computer Society Press, Los Alamitos (2005)
13. Sheskin, D.J.: Handbook of Parametric and Nonparametric Statistical Procedures. CRC Press, Boca Raton (2004)
14. Tan, P.N., Steinbach, M., Kumar, V.: Introduction to Data Mining. Addison-Wesley, Reading (2005)
15. van der Aalst, W.M.P., Basten, T.: Inheritance of workflows: an approach to tackling problems related to change. Theor. Comput. Sci. 270(1-2), 125-203 (2002)
16. van der Aalst, W.M.P., Weijters, T., Maruster, L.: Workflow mining: Discovering process models from event logs. IEEE TKDE 16(9), 1128-1142 (2004)
17. Weber, B., Reichert, M., Rinderle-Ma, S.: Change patterns and change support features - enhancing flexibility in process-aware information systems. Data and Knowledge Engineering 66(3), 438-466 (2008)
18. Weber, B., Reichert, M., Wild, W., Rinderle-Ma, S.: Providing integrated life cycle support in process-aware information systems. Int'l Journal of Cooperative Information Systems (IJCIS), 19(1) (2009)
19. Weijters, A.J.M.M., van der Aalst, W.M.P.: Rediscovering workflow models from event-based data using little thumb. Integr. Com.-Aided Eng. 10(2), 151-162 (2003)