FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION   Business Process Modelling in Support        of Supply Chain Applicatio...
FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION                                              Part 1                      ...
About me      1. Who Am I                       2. My PhD  © http://maps.google.comFaculty of Economics and Business Admin...
Who Am I?   Born at September 28, 1982   2000-2004: Industrial Engineer Computer Science (master)   2004-2005: Addition...
My PhDBusiness Process Modelling in Support of Supply Chain Applications        Promotor: Prof. Dr. Geert Poels         ...
My PhDHow to make business process models in a supply chain context?        PART 1. Use Process Mining? Merge event logs...
FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION                      Part 2     About merging event logs for process mini...
Merging event logs for process mining      1. Process                              2. Merging         3. Progress &       ...
1. Process MiningProcesses are supported by IT systemsIT systems record actual process dataProcess data can be used to ...
1. Process MiningFaculty of Economics and Business Administration                 Jan Claes for TUe 2012Department of Mana...
1. Process Mining steps Preparation            Collect data: find event information            Merge data: from differe...
2. Merging Event Logs                 Supply Chain                                                                   ?    ...
2. Merging Event Logs                 Supply Chain Source A Source B                                                      ...
2. Merging Event LogsFaculty of Economics and Business Administration                 Jan Claes for TUe 2012Department of ...
3. Progress and Future WorkDec 2009 Apr 2010                                       Jan 2012Start PhD 1st RQ: How to merge ...
3. Progress and Future Workpapers INISET@CAiSE P1             BPI@BPM P1 Information Sciences A1 BPM P1 or journal A1     ...
Contact information                             Jan Claes                             jan.claes@ugent.be                  ...
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TUe 2012

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Slides of my presentation at Technische Universiteit Eindhoven, 26 January 2012, Eindhoven, NL

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TUe 2012

  1. 1. FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION Business Process Modelling in Support of Supply Chain Applications Ghent University http://processmining.ugent.beFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 24 January, 2012
  2. 2. FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION Part 1 About meFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 24 January, 2012
  3. 3. About me 1. Who Am I 2. My PhD © http://maps.google.comFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 3 / 17
  4. 4. Who Am I? Born at September 28, 1982 2000-2004: Industrial Engineer Computer Science (master) 2004-2005: Additional studies Business Economics (master) 2006-2008: Analyst-Programmer for Attentia (HR): payroll apps 2008-2009: Analyst-Programmer for SDP (ERP) 2006-2009: Teaching informatics in adult education Since Dec 2009: Teaching Assistant: 50% teaching, 50% PhD, 6 y  vs. PhD student: max 10% teaching, min 90% PhD, 4 years  1ba Excel (±700 students) Economics, Business Economics, Business Engineering  2ba Java (±300 students) Business Engineering  3ba Java & MySQL (±150 students) Business EngineeringFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 4 / 17
  5. 5. My PhDBusiness Process Modelling in Support of Supply Chain Applications  Promotor: Prof. Dr. Geert Poels • Business Informatics (modelling, REA ontology)  Copromotor: Prof. Dr. Ir. Birger Raa • Supply Chain Management (routing)How to make business process models in a supply chain context?Faculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 5 / 17
  6. 6. My PhDHow to make business process models in a supply chain context?  PART 1. Use Process Mining? Merge event logs • Genetic Algorithm (GA) based technique • Artificial Immune System (AIS) based technique • Merging Rules based technique NEW  PART 2. Collaborative Modelling? • Understand the process of process modelling • Understand communication between modellersFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 6 / 17
  7. 7. FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION Part 2 About merging event logs for process miningFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 24 January, 2012
  8. 8. Merging event logs for process mining 1. Process 2. Merging 3. Progress & Mining Event Logs Future Work © http://maps.google.comFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 8 / 17
  9. 9. 1. Process MiningProcesses are supported by IT systemsIT systems record actual process dataProcess data can be used to automatically  Discover process model  Check conformance with existing process info  Extend existing process modelAttention Process Mining  Only As-Is  Only (correctly) recorded informationFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 9 / 17
  10. 10. 1. Process MiningFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 10 / 17
  11. 11. 1. Process Mining steps Preparation  Collect data: find event information  Merge data: from different sources  Structure data: group per instance  Convert data: to tool specific format Process mining Make decisions, take action Manual task Analysts needed in most cases Automated task Less human involvement neededFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 11 / 17
  12. 12. 2. Merging Event Logs Supply Chain ? Research Model Multiple Event LogsFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 12 / 17
  13. 13. 2. Merging Event Logs Supply Chain Source A Source B Model Multiple Event Logs Merged Event Log Research Merging Event LogsFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 13 / 17
  14. 14. 2. Merging Event LogsFaculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 14 / 17
  15. 15. 3. Progress and Future WorkDec 2009 Apr 2010 Jan 2012Start PhD 1st RQ: How to merge event logs to 2nd RQ: How to improveFind topic facilitate Process Mining for Supply Chains? collaborative modelling? 0 1 2010 1 1 20111 1 1 2 Sep 2010: BPM Doctoral Consortium Mar 2011: INISET@CAiSE P1 paper Integrating Computer Log Files for Process Mining: a Genetic Algorithm Inspired Technique INISET: Integration of IS Engineering Tools INISET presentation May 2011: BPI@BPM P1 paper Merging Computer Log Files for Process Mining: an Artificial Immune System Technique BPI: Business Process Intelligence, BPM: Business Process Management BPI presentation Faculty of Economics and Business Administration Jan Claes for TUe 2012 Department of Management Information and Operations Management 15 / 17
  16. 16. 3. Progress and Future Workpapers INISET@CAiSE P1 BPI@BPM P1 Information Sciences A1 BPM P1 or journal A1 2011 2012  05/09/2011 – 31/12/2011  Rules Based Merging Algorithm  01/01/2012 – 30/06/2012  Paper submission for Information Sciences journal  15/01/2012 – 12/02/2012  Visiting PhD student at Eindhoven University of Technology  Process mining of modelling experiment logs with Hajo Reijers  13/02/2012 – 30/06/2012  Paper submission for BPM 2012 or journal? Faculty of Economics and Business Administration Jan Claes for TUe 2012 Department of Management Information and Operations Management 16 / 17
  17. 17. Contact information Jan Claes jan.claes@ugent.be http://processmining.ugent.be Twitter: @janclaesbelgium Room D8.a (until February 10)Faculty of Economics and Business Administration Jan Claes for TUe 2012Department of Management Information and Operations Management 17 / 17

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