Improving Business Process Models Using Observed Behavior

Lecture Notes in Business Information Processing

Volumn 162, Issue , 2013, Pages 44-59

  Buijs, J C A M ^a,b   La Rosa, M ^b,c   Reijers, H A ^a   van Dongen, B F ^a   van der Aalst, W M P ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

^c CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DATA PROCESSING;

BUSINESS PROCESS MODEL; CONTEXTUAL FACTORS; OPERATIONAL PROCESS; PROCESS-AWARE INFORMATION SYSTEMS; REFERENCE MODELING; REFERENCE PROCESS MODELS; STRUCTURAL SIMILARITY; SYSTEM REQUIREMENTS;

MODELS; DATA MINING;

EID: 84886070003     PISSN: 18651348     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-40919-6_3     Document Type: Conference Paper

References (19)

1. van der Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer (2011)
2. van der Aalst, W.M.P., Adriansyah, A., van Dongen, B.: Replaying History on Process Models for Conformance Checking and Performance Analysis. WIREs Data Mining and Knowledge Discovery 2(2), 182-192 (2012)
3. van der Aalst, W.M.P., de Medeiros, A.K.A., Weijters, A.J.M.M.: Process Equivalence: Comparing Two Process Models Based on Observed Behavior. In: Dustdar, S., Fiadeiro, J.L., Sheth, A.P. (eds.) BPM 2006. LNCS, vol. 4102, pp. 129-144. Springer, Heidelberg (2006)
4. Adriansyah, A., van Dongen, B., van der Aalst, W.M.P.: Conformance Checking using Cost-Based Fitness Analysis. In: Proceedings of EDOC, pp. 55-64. IEEE Computer Society (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. LNBIP, vol. 132, pp. 137-149. Springer, Heidelberg (2013)
6. Buijs, J.C.A.M., van Dongen, B.F., van der Aalst, W.M.P.: On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery. In: Meersman, R., et al. (eds.) OTM 2012, Part I. LNCS, vol. 7565, pp. 305-322. Springer, Heidelberg (2012)
7. Buijs, J.C.A.M., van Dongen, B.F., van der Aalst, W.M.P.: A Genetic Algorithm for Discovering Process Trees. In: IEEE Congress on Evolutionary Computation, pp. 1-8. IEEE (2012)
8. Dijkman, R.M., Dumas, M., van Dongen, B.F., Käärik, R., Mendling, J.: Similarity of Business Process Models: Metrics and Evaluation. Information Systems 36(2), 498-516 (2011)
9. van Dongen, B.F., Dijkman, R., Mendling, J.: Measuring Similarity between Business Process Models. In: Bellahsène, Z., Léonard, M. (eds.) CAiSE 2008. LNCS, vol. 5074, pp. 450-464. Springer, Heidelberg (2008)
10. Fahland, D., van der Aalst, W.M.P.: Repairing Process Models to Reflect Reality. In: Barros, A., Gal, A., Kindler, E. (eds.) BPM 2012. LNCS, vol. 7481, pp. 229-245. Springer, Heidelberg (2012)
11. Gambini, M., La Rosa, M., Migliorini, S., Ter Hofstede, A.H.M.: Automated Error Correction of Business Process Models. In: Rinderle-Ma, S., Toumani, F., Wolf, K. (eds.) BPM 2011. LNCS, vol. 6896, pp. 148-165. Springer, Heidelberg (2011)
12. Jin, T., Wang, J., Wen, L.: Efficient retrieval of similar business process models based on structure. In: Meersman, R., et al. (eds.) OTM 2011, Part I. LNCS, vol. 7044, pp. 56-63. Springer, Heidelberg (2011)
13. Kunze, M., Weidlich, M., Weske, M.: Behavioral Similarity - A Proper Metric. In: Rinderle-Ma, S., Toumani, F., Wolf, K. (eds.) BPM 2011. LNCS, vol. 6896, pp. 166-181. Springer, Heidelberg (2011)
14. La Rosa, M., Dumas, M., Uba, R., Dijkman, R.: Business Process Model Merging: An Approach to Business Process Consolidation. ACM Transactions on Software Engineering and Methodology 22(2) (2013)
15. Li, C., Reichert, M., Wombacher, A.: The minadept clustering approach for discovering reference processmodels out of process variants. IJCIS 19(3-4), 159-203 (2010)
16. Mendling, J., Verbeek, H.M.W., van Dongen, B.F., van der Aalst, W.M.P., Neumann, G.: Detection and Prediction of Errors in EPCs of the SAP Reference Model. Data and Knowledge Engineering 64(1), 312-329 (2008)
17. Pawlik, M., Augsten, N.: RTED: A Robust Algorithm for the Tree Edit Distance. CoRR, abs/1201.0230 (2012)
18. Verbeek, H.M.W., Buijs, J.C.A.M., van Dongen, B.F., van der Aalst, W.M.P.: XES, XESame, and ProM 6. In: Soffer, P., Proper, E. (eds.) CAiSE Forum 2010. LNBIP, vol. 72, pp. 60-75. Springer, Heidelberg (2011)
19. Zha, H., Wang, J., Wen, L., Wang, C., Sun, J.: A Workflow Net Similarity Measure based on Transition Adjacency Relations. Computers in Industry 61(5), 463-471 (2010)