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Tytuł artykułu

Discovering and optimising processes from event logs of document management systems

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Modern information management systems are often driven by workflow engines, which require an accurate, detailed, and structured process description. Instead of theoretical modelling of such processes we propose a technique which can be a connection between traditional management (organisational structure) and business process management approach. In our work we present a case study where the automatic process mining techniques are applied to administrative processes in an environment of event logs recorded by DMS. We use event log data to discover and describe the process map of the organisation and to model structured process descriptions. Our approach allows for the extraction of models based on facts and it is a direct connection between the process model and raw data generated by the organisation. Such scenario increases consistency between the mapped model and the reality of the organisation.
Rocznik
Tom
Strony
69--82
Opis fizyczny
Bibliogr. 20 poz.
Twórcy
autor
  • Management Information Systems Department, Faculty of Economics, Maria Curie-Sklodowska University, Lublin
  • Management Information Systems Department, Faculty of Economics, Maria Curie-Sklodowska University, Lublin
Bibliografia
  • 1. About OMG®. (2016). Available online http://www.omg.org/gettingstarted/gettingstarted index.htm.
  • 2. About the Decision Model and Notation Specification Version 1.0. (2015, Sep. 1). Available online http://www.omg.org/spec/DMN/1.0/.
  • 3. About the Semantics Of Business Vocabulary And Rules Specification Version 1.3. (2015, May 8). Available online http://www.omg.org/spec/SBVR/1.3/.
  • 4. About the Value Delivery Modeling Language Specification Version 1.0. (2015, Oct. 5). Available online http://www.omg.org/spec/VDML/1.0/.
  • 5. About the Workflow Management Facility Specification Version 1.2. (2015, May 2). Available online http://www.omg.org/spec/WfMF/1.2/.
  • 6. Automated Business Process Discovery (ABPD) (2016). Available online http://www.gartner.com/it-glossary/automated-business-process-discovery-abpd
  • 7. Bockerstette, J. (2015, Nov. 16). Ten Key Differences Between Traditional Management And Business Process Management. Retrieved from https://www.linkedin.com/pulse/ten-key-differences-between-traditional-management-joe-bockerstette.
  • 8. Borthnick, A.F., Schneider, G.P., and Vance, A.O. (2010). Preparing Graphical Representations of Business Processes and Making Inferences from Them. Issues in Accounting Education, 25(3), pp. 569-582. doi: 10.2308/iace.2010.25.3.569.
  • 9. Borthnick, A.F., Schneider, G.P., and Vance, A.O. (2012) Using Graphical Representations of Business Processes in Evaluating Internal Control. Issues in Accounting Education, 27(1), pp. 123-140. doi: 10.2308/iace-50078.
  • 10. Date-Time Vocabulary (DTV). (2013). Available online http://www.omg.org/spec/DTV/ 1.0/PDF/.
  • 11. Jadhav, S. (2011, Feb. 1). Business Process Discovery. Retrieved from https://www.bptrends.com/business-process-discovery/.
  • 12. Kemsley, S. Business Process Discovery. Retrieved from http://www.tibco.com/ multimedia/business-process-discovery-tcm8-2401.pdf.
  • 13. Linehan, M.H., Barkmeyer Jr., E.J., and Hendryx, S. (2012, Oct. 1). The Date-Time Vocabulary. Retrieved from https://lists.oasis-open.org/archives/ws-calendar/201210/ msg00002/NIST-Date-Time-Vocab-911074.pdf.
  • 14. Macaulay, J., Buckalew, L., and Chung, G. (2015). Internet of Things in logistics. A collaborative report by DHL and Cisco on implications and use cases for the logistics industry. Retrieved from: http://www.dhl.com/content/dam/Local_Images/g0/Newboutus/ innovation/DHLTrendReport_Internet_of_things.pdf.
  • 15. Rozinat, A. Disco User’s Guide. Retrieved from https://fluxicon.com/disco/files/Disco-User-Guide.pdf.
  • 16. The Business Modeling & Integration Domain Task Force. (2016, Feb. 2). Available online http://bmi.omg.org.
  • 17. van der Aalst, W., Weijters, A., and Maruster, L. (2003). Workflow mining: a survey of issues of approaches. Data and Knowledge Engineering, 47(2), pp. 237-267. doi: 10.1016/S0169-023X(03)00066-1.
  • 18. van Looy, A., de Backer, M., and Poels, G. (2011). Defining business process maturity. A journey towards excellence. Total Quality Management & Business Excellence, 22(11), pp. 1119-1137.
  • 19. Wu, B., Kay, J.M., Looks, V., and Bennett, M. (2000). The design of business processes within manufacturing systems management. International Journal of Production Research, 38(17), pp. 4097-4111. doi: 10.1080/00207540050204957.
  • 20. Xia, F., Yang, L.T., Wang, L., and Vinel, A. (2012). Internet of Things. International Journal of Communication Systems, 25(9), pp. 1101-1012. doi: 10.1002/dac.2417.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-445a3d9f-1371-42bd-8ef3-dc235b4bcf34
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