Abstract
The static analysis of source code has become a feasible solution to obtain underlying business process models from existing information systems. Due to the fact that not all information can be automatically derived from source code (e.g., consider manual activities), such business process models may not entirely reflect the original behavior of the organization. This paper provides a technique to repair such business process models on the basis of event logs collected during the execution of information systems. The technique detects missing sequence flows regarding the event log and tidily adds these sequence flows to the target business process model. In order to enhance its applicability, this technique is tool-supported. Additionally, this paper provides a case study with a real-life system to demonstrate its feasibility.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Weske, M.: Business Process Management: Concepts, Languages, Architectures. Springer, Heidelberg (2007)
Pérez-Castillo, R., García-Rodríguez de Guzmán, I., Piattini, M.: Business Process Archeology using MARBLE. Information and Software Technology (2011)
Fernández-Ropero, M., Pérez-Castillo, R., Caballero, I., Piattini, M.: Quality-Driven Business Process Refactoring. In: International Conference on Business Information Systems, ICBIS 2012, Paris, France, pp. 960–966 (2012)
Fahland, D., van der Aalst, W.M.P.: Repairing Process Models to Reflect Reality (2012)
van der Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer (2011)
van der Aalst, W.M.P., Reijers, H.A., Weijters, A.J.M.M., van Dongen, B.F., de Medeiros, A.K.A., Song, M., Verbeek, H.: Business process mining: An industrial application. Information Systems 32, 713–732 (2007)
Dumas, M., van der Aalst, W.M.P., Ter Hofstede, A.: Process-aware information systems. Wiley Online Library (2005)
Pérez-Castillo, R., Weber, B., García Rodríguez de Guzmán, I., Piattini, M.: Generating Event Logs from Non-Process-Aware Systems Enabling Business Process Mining. Enterprise Information System Journal 5, 301–335 (2011)
van der Aalst, W.M.P., Weijters, T., Maruster, L.: Workflow mining: discovering process models from event logs. IEEE Transactions on Knowledge and Data Engineering 16, 1128–1142 (2004)
De Medeiros, A.K.A., Weijters, A., van der Aalst, W.M.P.: Using genetic algorithms to mine process models: representation, operators and results. Beta, Research School for Operations Management and Logistics (2005)
Weijters, A., van der Aalst, W.M.P., de Medeiros, A.K.A.: Process mining with the heuristics miner-algorithm. Technische Universiteit Eindhoven, Tech. Rep. WP 166 (2006)
Zou, Y., Hung, M.: An Approach for Extracting Workflows from E-Commerce Applications. In: Proceedings of the Fourteenth International Conference on Program Comprehension, pp. 127–136. IEEE Computer Society (2006)
Ghose, A., Koliadis, G., Chueng, A.: Process discovery from model and text artefacts. In: 2007 IEEE Congress on Services, pp. 167–174. IEEE (2007)
Adriansyah, A., van Dongen, B., van der Aalst, W.M.P.: Conformance checking using cost-based fitness analysis, pp. 55–64. IEEE (2011)
ISO/IEC: ISO/IEC 19506:2012. Information technology – Object Management Group Architecture-Driven Modernization (ADM) – Knowledge Discovery Meta-Model (KDM), p. 331. ISO/IEC (2012)
van der Aalst, W.M.P.: Process Mining: Overview and Opportunities. ACM Transactions on Management Information Systems (TMIS) 3, 7 (2012)
Promtools.org: ProM Tool (2010)
Lcvenshtcin, V.: BINARY coors CAPABLE or ‘CORRECTING DELETIONS, INSERTIONS, AND REVERSALS. In: Soviet Physics-Doklady (1966)
Runeson, P., Höst, M.: Guidelines for conducting and reporting case study research in software engineering. Empirical Softw. Eng. 14, 131–164 (2009)
Yin, R.K.: Case study research. Design and methods. Sage, London (2003)
van der Aalst, W.M.P., Adriansyah, A., van Dongen, B.: Replaying history on process models for conformance checking and performance analysis. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (2012)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fernández-Ropero, M., Reijers, H.A., Pérez-Castillo, R., Piattini, M. (2013). Repairing Business Process Models as Retrieved from Source Code. In: Nurcan, S., et al. Enterprise, Business-Process and Information Systems Modeling. BPMDS EMMSAD 2013 2013. Lecture Notes in Business Information Processing, vol 147. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38484-4_8
Download citation
DOI: https://doi.org/10.1007/978-3-642-38484-4_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-38483-7
Online ISBN: 978-3-642-38484-4
eBook Packages: Computer ScienceComputer Science (R0)