Skip to main content
View expanded cover

Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology – ISAT 2015 – Part III pp 127–138Cite as

RT-PLG: Real Time Process Log Generator

  • 426 Accesses

Part of the Advances in Intelligent Systems and Computing book series (AISC,volume 431)

Abstract

Streaming process mining has been rising as an emergent tool to analyze industrial practices. Obviously, the advance of streaming process mining requires the availability of a suite of real-world business processes and the execution logs in the real time manner. Literally, it is hard to obtain it. This paper aims to develop a real time process log generator for the usage of streaming process mining tool. The real time process log generator (RT-PLG) is constructed in an independent tool. Afterward, the RT-PLG is utilized to generate a synthetic log for streaming process mining. The tool has been evaluated using an existing simulation model.

Keywords

  • Streaming process mining
  • Process log generator
  • Real time system

This is a preview of subscription content, access via your institution.

Chapter
USD   29.95
Price excludes VAT (USA)
  • DOI: 10.1007/978-3-319-28564-1_11
  • Chapter length: 12 pages
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
eBook
USD   139.00
Price excludes VAT (USA)
  • ISBN: 978-3-319-28564-1
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD   179.99
Price excludes VAT (USA)
Learn about institutional subscriptions
Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Notes

  1. 1.

    http://esper.codehaus.org/.

  2. 2.

    https://www.promodel.com/Products/ProcessSimulator.

  3. 3.

    http://fluxicon.com/disco.

References

  1. Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, Berlin (2011)

    CrossRef  Google Scholar 

  2. Aalst, W.M.P., Reijers, H.A., Weijters, A.J.M.M., van Dongen, B.F., Aalves de Mediros, A.K., Song, M.S., Verbeek, H.M.W.: Business process mining: an industrial application. Inf. Syst. 32, 713–732 (2007)

    CrossRef  Google Scholar 

  3. Aalst, W.M.P., Weijters, A., Maruster, L.: Workflow mining: discovering process models from Event Logs. IEEE Trans. Knowl. Data Eng. 16(9), 1128–1142 (2004)

    CrossRef  Google Scholar 

  4. Burattin, A., Sperduti, A., Aalst, W.M.P.: Heuristics Miners for Streaming Event Data. http://arxiv.org/pdf/1212.6383v1.pdf (2012)

  5. Zelst, S.J., Burattin, A., Dongen, B.F., Verbeek, H.M.W.: Data streams in ProM 6: a single-node architecture. http://ceur-ws.org/Vol-1295/paper6.pdf (2014)

  6. Maggi, F.M., Burattin, A., Cimitile, M., Sperduti, A.: Online process discovery to detect concept drifts in LTL-based declarative process models. In: OTM 2013, LNCS 8185, pp. 94–111 (2013)

    Google Scholar 

  7. Maggi, F.M., Burattin, A., Cimitile, M.: Lights, camera, action! Business process movies for online process discovery. Workshop on Theory and Applications of Process Visualization (2014)

    Google Scholar 

  8. Burattin, A., Sperduti, A.: PLG: a framework for the generation of business process model and their execution logs. In: Proceedings of the 6th International Workshop on Business Process Intelligence 2010. Stevens Institute of Technology; Hoboken, New Jersey, USA. doi:10.1007/978-3-642-20511-8_20 (2010) 13 Sept 2010

    Google Scholar 

  9. Vanden Broucke, S.K.L.M., Vanthienen, J., Baesens, B.: Straightforward petri net-based event log generation in ProM (2014)

    Google Scholar 

  10. Banks, J., Carson, J., Nelson, B., Nicol, D.: Discrete-Event System Simulation. Prentice Hall, Upper Saddle River (2001)

    Google Scholar 

  11. Borschchev, A.: The big book of simulation modeling. Multimethod modeling with AnyLogic 6. AnyLogic North America (2013)

    Google Scholar 

  12. Online Business Process Software. https://www.bpsimulator.com/

  13. WFMC.: Workflow management coalition workflow standard: workflow process definition interface—XML process definition language (XPDL) (WFMCTC-1025). Technical report, WMC, Lighthouse Point, Florida, USA (2002)

    Google Scholar 

  14. Oliveira, J.J.: Business process discovery in real time. https://fenix.tecnico.ulisboa.pt/downloadFile/395142792129/Extended%20Abstract.pdf

Download references

Author information

Authors and Affiliations

  1. Industrial and Management Engineering, Hankuk University of Foreign Studies, Oedae-ro 81, Mohyeon-myeon, Cheoin-gu, Yongin, 449-791, South Korea

    Bernardo Nugroho Yahya & Woosik Choi

  2. Mechanical and Manufacturing Engineering, Aalborg University, Fibigerstraede 16, 9000, Aalborg, Denmark

    Yohanes Khosiawan & Ngoc Anh Dung Do

Authors
  1. Bernardo Nugroho Yahya
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Yohanes Khosiawan
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Woosik Choi
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Ngoc Anh Dung Do
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Bernardo Nugroho Yahya .

Editor information

Editors and Affiliations

  1. Faculty of Computer Science and Manageme, Wrocław University of Technology, Wrocła, Wrocław, Poland

    Jerzy Świątek

  2. Faculty of Computer Science and Manageme, Wrocław University of Technology, Wrocła, Wroclaw, Poland

    Leszek Borzemski

  3. Faculty of Computer Science and Manageme, Wrocław University of Technology, Wrocła, Wrocław, Poland

    Adam Grzech

  4. Faculty of Computer Science and Manageme, Wrocław University of Technology, Wrocła, Wrocław, Poland

    Zofia Wilimowska

Rights and permissions

Reprints and Permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Yahya, B.N., Khosiawan, Y., Choi, W., Do, N.A.D. (2016). RT-PLG: Real Time Process Log Generator. In: Świątek, J., Borzemski, L., Grzech, A., Wilimowska, Z. (eds) Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology – ISAT 2015 – Part III. Advances in Intelligent Systems and Computing, vol 431. Springer, Cham. https://doi.org/10.1007/978-3-319-28564-1_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-28564-1_11

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-28562-7

  • Online ISBN: 978-3-319-28564-1

  • eBook Packages: EngineeringEngineering (R0)