Abstract
In recent years, researchers have become increasingly interested in developing methods and tools for automating the design of business process models. This work suggests a method for machine-assisted design of new process models, based on business logic that is extracted from real-life process repositories using a linguistic analysis of the relationships between constructs of process descriptors. The analysis enables the construction of a descriptor space in which it is possible to define new process sequences. The suggested method can assist process analysts in designing new business processes while making use of knowledge that is encoded in the design of existing process repositories. To demonstrate the method we developed a software tool (“New Process Design Assistant” - NPDA) that automates the suggested design method. We tested our tool on the Oracle Applications ERP process repository, showing our approach to be effective in enabling the design of new activities within new business process models.
Access provided by Autonomous University of Puebla. Download to read the full chapter text
Chapter PDF
Similar content being viewed by others
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
References
Becker, J., Delfmann, P., Herwig, S., Lis, L., Stein, A.: Towards Increased Comparability of Conceptual Models-Enforcing Naming Conventions through Domain Thesauri and Linguistic Grammars. In: ECIS (June 2009)
Bhattacharya, K., Gerede, C., Hull, R., Liu, R., Su, J.: Towards formal analysis of artifact-centric business process models. In: Alonso, G., Dadam, P., Rosemann, M. (eds.) BPM 2007. LNCS, vol. 4714, p. 288. Springer, Heidelberg (2007)
Coalition, W.M.: The workflow management coalition specification - terminology & glossary. Technical report, Technical Report WFMC-TC-1011, Workflow Management Coalition (1999)
Golani, M., Pinter, S.S.: Generating a process model from a process audit log. In: van der Aalst, W.M.P., ter Hofstede, A., Weske, M. (eds.) BPM 2003. LNCS, vol. 2678, pp. 136–151. Springer, Heidelberg (2003)
Gschwind, T., Koehler, J., Wong, J.: Applying patterns during business process modeling. In: Dumas, M., Reichert, M., Shan, M.-C. (eds.) BPM 2008. LNCS, vol. 5240, pp. 4–19. Springer, Heidelberg (2008)
Hofmeister, C., Kruchten, P., Nord, R.L., Obbink, H., Ran, A., America, P.: A general model of software architecture design derived from five industrial approaches. The Journal of Systems & Software 80(1), 106–126 (2007)
Hornung, T., Koschmider, A., Lausen, G.: Recommendation based process modeling support: Method and user experience. In: Li, Q., Spaccapietra, S., Yu, E., Olivé, A. (eds.) ER 2008. LNCS, vol. 5231, pp. 265–278. Springer, Heidelberg (2008)
Hull, R.: Artifact-centric business process models: Brief survey of research results and challenges. In: Meersman, R., Tari, Z. (eds.) OTM 2008, Part II. LNCS, vol. 5332, pp. 1152–1163. Springer, Heidelberg (2008)
Kumaran, S., Liu, R., Wu, F.Y.: On the duality of information-centric and activity-centric models of business processes. In: Bellahsène, Z., Léonard, M. (eds.) CAiSE 2008. LNCS, vol. 5074, pp. 32–47. Springer, Heidelberg (2008)
Lincoln, M., Golani, M., Gal, A.: Machine-assisted design of business process models using descriptor space analysis. Technical Report IE/IS-2010-01, Technion (March 2010), http://ie.technion.ac.il/tech_reports/1267736757_MachineAssisted_Design_of_Business_Processes.pdf
Lincoln, M., Karni, R., Wasser, A.: A Framework for Ontological Standardization of Business Process Content. In: International Conference on Enterprise Information Systems, pp. 257–263 (2007)
Muller, D., Reichert, M., Herbst, J.: Data-driven modeling and coordination of large process structures. In: Meersman, R., Tari, Z. (eds.) OTM 2007, Part I. LNCS, vol. 4803, p. 131. Springer, Heidelberg (2007)
Nigam, A., Caswell, N.S.: Business artifacts: An approach to operational specification. IBM Systems Journal 42(3), 428–445 (2003)
Reijers, H.A., Limam, S., Van Der Aalst, W.M.P.: Product-based workflow design. Journal of Management Information Systems 20(1), 229–262 (2003)
Schimm, G.: Process miner - a tool for mining process schemes from event-based data. In: Flesca, S., Greco, S., Leone, N., Ianni, G. (eds.) JELIA 2002. LNCS (LNAI), vol. 2424, pp. 525–528. Springer, Heidelberg (2002)
Schonenberg, H., Weber, B., van Dongen, B.F., van der Aalst, W.M.P.: Supporting flexible processes through recommendations based on history. In: Dumas, M., Reichert, M., Shan, M.-C. (eds.) BPM 2008. LNCS, vol. 5240, pp. 51–66. Springer, Heidelberg (2008)
Van der Aalst, W.M.P., Barthelmess, P., Eliis, C.A., Wainer, J.: Proclets: A framework for lightweight interacting workflow processes. International Journal of Cooperative Information Systems 10(4), 443–482 (2001)
van der Aalst, W.M.P., Ter Hofstede, A.H.M.: YAWL: yet another workflow language. Information Systems 30(4), 245–275 (2005)
van der Aalst, W.M.P., van Dongen, B.F., Herbst, J., Maruster, L., Schimm, G., Weijters, A.J.M.M.: Workflow mining: a survey of issues and approaches. Data Knowl. Eng. 47(2), 237–267 (2003)
Wahler, K., Kuster, J.M.: Predicting Coupling of Object-Centric Business Process Implementations. In: Dumas, M., Reichert, M., Shan, M.-C. (eds.) BPM 2008. LNCS, vol. 5240, p. 163. Springer, Heidelberg (2008)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lincoln, M., Golani, M., Gal, A. (2010). Machine-Assisted Design of Business Process Models Using Descriptor Space Analysis. In: Hull, R., Mendling, J., Tai, S. (eds) Business Process Management. BPM 2010. Lecture Notes in Computer Science, vol 6336. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15618-2_11
Download citation
DOI: https://doi.org/10.1007/978-3-642-15618-2_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15617-5
Online ISBN: 978-3-642-15618-2
eBook Packages: Computer ScienceComputer Science (R0)