Summary
In today’s changing business environment, flexible Process-aware Information Systems (PAISs) are required to allow companies to rapidly adjust their business processes to changes in the environment. However, increasing flexibility poses additional challenges to the users of flexible PAISs and thus requires intelligent user assistance. To address this challenge we have previously proposed a recommendation service for supporting users during process execution by providing recommendations on possible next steps. Recommendations are generated based on similar past process executions considering the performance goal of the supported process. This paper follows up on this work and suggests additional strategies for generating recommendations. In addition, as major contribution of this paper, we investigate how effectively the recommendation strategies work for different processes and logs of different quality.
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References
van der Aalst, W., Jablonski, S.: Dealing with Workflow Change: Identification of Issues an Solutions. IJCSES 15(5), 267–276 (2000)
Reichert, M., Dadam, P.: ADEPT flex – Supporting Dynamic Changes of Workflows Without Losing Control. JIIS 10(2), 93–129 (1998)
Sadiq, S., Sadiq, W., Orlowska, M.: A Framework for Constraint Specification and Validation in Flexible Workflows. Information Systems 30(5), 349–378 (2005)
Pesic, M., Schonenberg, M., Sidorova, N., van der Aalst, W.: Constraint-Based Workflow Models: Change Made Easy. In: CoopIS 2007, pp. 77–94 (2007)
van der Aalst, W., Weske, M., Grünbauer, D.: Case Handling: A New Paradigm for Business Process Support. DKE 53(2), 129–162 (2005)
Zugal, S.: Agile versus Plan-Driven Approaches to Planning - A Controlled Experiment. Master’s thesis, University of Innsbruck (October 2008)
Dongen, B., Aalst, W.: A meta model for process mining data. In: Proc. CAiSE WORKSHOPS, pp. 309–320 (2005)
Schonenberg, H., Weber, B., van Dongen, B., van der Aalst, W.: 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)
Weber, B., Reichert, M., Wild, W., Rinderle-Ma, S.: Providing Integrated Life Cycle Support in Process-Aware Information Systems. IJCIS 18(1), 115–165 (2009)
Minor, M., Tartakovski, A., Schmalen, D., Bergmann, R.: Agile Workflow Technology and Case-Based Change Reuse for Long-Term Processes. International Journal of Intelligent Information Technologies 1(4), 80–98 (2008)
Adams, M., ter Hofstede, A., Edmond, D., van der Aalst, W.: A Service-Oriented Implementation of Dynamic Flexibility in Workflows. In: Coopis 2006 (2006)
Lu, R., Sadiq, S.K.: Managing process variants as an information resource. In: Dustdar, S., Fiadeiro, J.L., Sheth, A.P. (eds.) BPM 2006. LNCS, vol. 4102, pp. 426–431. Springer, Heidelberg (2006)
Vanderfeesten, I., Reijers, H., van der Aalst., W.: Product based workflow support: A recommendation service for dynamic workflow execution. Technical Report BPM-08-03, BPMcenter.org (2008)
van der Aalst, W.M.P., Schonenberg, M., Song, M.: Time prediction based on process mining. Technical Report BPM-09-04, BPMcenter.org (2009)
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Haisjackl, C., Weber, B. (2011). User Assistance during Process Execution - An Experimental Evaluation of Recommendation Strategies. In: zur Muehlen, M., Su, J. (eds) Business Process Management Workshops. BPM 2010. Lecture Notes in Business Information Processing, vol 66. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20511-8_12
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DOI: https://doi.org/10.1007/978-3-642-20511-8_12
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