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User Assistance during Process Execution - An Experimental Evaluation of Recommendation Strategies

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Business Process Management Workshops (BPM 2010)

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 66))

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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

  1. van der Aalst, W., Jablonski, S.: Dealing with Workflow Change: Identification of Issues an Solutions. IJCSES 15(5), 267–276 (2000)

    Google Scholar 

  2. Reichert, M., Dadam, P.: ADEPT flex – Supporting Dynamic Changes of Workflows Without Losing Control. JIIS 10(2), 93–129 (1998)

    Google Scholar 

  3. Sadiq, S., Sadiq, W., Orlowska, M.: A Framework for Constraint Specification and Validation in Flexible Workflows. Information Systems 30(5), 349–378 (2005)

    Article  Google Scholar 

  4. Pesic, M., Schonenberg, M., Sidorova, N., van der Aalst, W.: Constraint-Based Workflow Models: Change Made Easy. In: CoopIS 2007, pp. 77–94 (2007)

    Google Scholar 

  5. van der Aalst, W., Weske, M., Grünbauer, D.: Case Handling: A New Paradigm for Business Process Support. DKE 53(2), 129–162 (2005)

    Article  Google Scholar 

  6. Zugal, S.: Agile versus Plan-Driven Approaches to Planning - A Controlled Experiment. Master’s thesis, University of Innsbruck (October 2008)

    Google Scholar 

  7. Dongen, B., Aalst, W.: A meta model for process mining data. In: Proc. CAiSE WORKSHOPS, pp. 309–320 (2005)

    Google Scholar 

  8. 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)

    Chapter  Google Scholar 

  9. 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)

    Google Scholar 

  10. 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)

    Article  Google Scholar 

  11. Adams, M., ter Hofstede, A., Edmond, D., van der Aalst, W.: A Service-Oriented Implementation of Dynamic Flexibility in Workflows. In: Coopis 2006 (2006)

    Google Scholar 

  12. 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)

    Chapter  Google Scholar 

  13. 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)

    Google Scholar 

  14. van der Aalst, W.M.P., Schonenberg, M., Song, M.: Time prediction based on process mining. Technical Report BPM-09-04, BPMcenter.org (2009)

    Google Scholar 

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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

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-20510-1

  • Online ISBN: 978-3-642-20511-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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