Skip to main content

Supporting the Optimized Execution of Business Processes through Recommendations

  • Conference paper
Business Process Management Workshops (BPM 2011)

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 99))

Included in the following conference series:

Abstract

In order to be able to flexibly adjust a company’s business processes (BPs) there is an increasing interest in flexible Process-Aware Information Systems (PAISs). This increasing flexibility, however, typically implies decreased user guidance by the PAIS and thus poses additional challenges to its users. This work proposes a recommendation system which assists users during process execution to optimize performance goals of the processes. The recommendation system is based on a constraint-based approach for planning and scheduling the BP activities and considers both the control-flow and the resource perspective.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 69.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 89.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Barba, I., Del Valle, C.: A Constraint-based Approach for Planning and Scheduling Repeated Activities. In: Proc. COPLAS, pp. 55–62 (2011)

    Google Scholar 

  2. Brucker, P., Knust, S.: Complex Scheduling (GOR-Publications). Springer-Verlag New York, Inc., Secaucus (2006)

    MATH  Google Scholar 

  3. Fahland, D., Mendling, J., Reijers, H.A., Weber, B., Weidlich, M., Zugal, S.: Declarative versus Imperative Process Modeling Languages: The Issue of Maintainability. In: Rinderle-Ma, S., Sadiq, S., Leymann, F. (eds.) BPM 2009. LNBIP, vol. 43, pp. 477–488. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  4. Ghallab, M., Nau, D., Traverso, P.: Automated Planning: Theory and Practice. Morgan Kaufmann, Amsterdam (2004)

    MATH  Google Scholar 

  5. Haisjackl, C., Weber, B.: User Assistance During Process Execution – An Experimental Evaluation of Recommendation Strategies. In: Proc. BPI (2010)

    Google Scholar 

  6. Pesic, M., Schonenberg, M.H., Sidorova, N., van der Aalst, W.M.P.: Constraint-Based Workflow Models: Change Made Easy. In: Meersman, R. (ed.) OTM 2007, Part I. LNCS, vol. 4803, pp. 77–94. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  7. Rossi, F., van Beek, P., Walsh, T. (eds.): Handbook of Constraint Programming. Elsevier (2006)

    Google Scholar 

  8. Salido, M.A.: Introduction to planning, scheduling and constraint satisfaction. Journal of Intelligent Manufacturing 21(1), 1–4 (2010)

    Article  Google Scholar 

  9. 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)

    Chapter  Google Scholar 

  10. van der Aalst, W.M.P., Jablonski, S.: Dealing with workflow change: identification of issues and solutions. IJCSE 15(5), 267–276 (2000)

    Google Scholar 

  11. van der Aalst, W.M.P., Pesic, M.: Specifying, discovering, and monitoring service flows: Making web services process-aware. In: Technical Report BPM-06-09, BPMcenter.org (2006)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Barba, I., Weber, B., Del Valle, C. (2012). Supporting the Optimized Execution of Business Processes through Recommendations. In: Daniel, F., Barkaoui, K., Dustdar, S. (eds) Business Process Management Workshops. BPM 2011. Lecture Notes in Business Information Processing, vol 99. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28108-2_12

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-28108-2_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28107-5

  • Online ISBN: 978-3-642-28108-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics