Process Mining

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Process Mining

  1. 1. Process Mining Beyond Business Intelligence
  2. 2. Agenda <ul><li>Introduction </li></ul><ul><ul><li>Laboratory for Quality Software </li></ul></ul><ul><ul><li>Process Mining </li></ul></ul><ul><li>Demonstration </li></ul><ul><ul><li>Yasper </li></ul></ul><ul><ul><li>ProM </li></ul></ul><ul><li>Discussion </li></ul>/ department of mathematics and computer science PAGE 05-06-09
  3. 3. LaQuSo Organization <ul><li>Department of Mathematics and Computer Science </li></ul><ul><li>Information Systems </li></ul><ul><ul><li>EG Databases & Hypermedia </li></ul></ul><ul><ul><li>EG Architecture of Information Systems </li></ul></ul><ul><li>Specification and Verification </li></ul><ul><ul><li>EG Formal Methods </li></ul></ul><ul><ul><li>EG Analysis and Design of Systems </li></ul></ul><ul><li>Software and Systems Engineering </li></ul><ul><ul><li>EG Software Engineering and Technology </li></ul></ul><ul><ul><li>EG Systems Architecture and Networking </li></ul></ul><ul><ul><li>EG Embedded Systems Security </li></ul></ul><ul><li>Algorithms and Visualization </li></ul><ul><ul><li>EG Algorithms </li></ul></ul><ul><ul><li>EG Visualization </li></ul></ul>/ department of mathematics and computer science PAGE 05-06-09 <ul><li>Institute for Computing and Information Sciences </li></ul><ul><li>Digital Security </li></ul><ul><li>Information and Knowledge Systems </li></ul><ul><li>Informatics for Technical Applications </li></ul><ul><li>Software Technology </li></ul><ul><li>Foundations </li></ul>part of
  4. 4. LaQuSo Goals <ul><li>Support of relevant research on ICT, in particular on IT </li></ul><ul><li>Validation of academic results </li></ul><ul><li>Valorization of academic results </li></ul>/ department of mathematics and computer science PAGE 05-06-09 Contributing to Promotion of excellence and utilization of knowledge to strengthen technological and societal innovation.
  5. 5. LaQuSo Focus <ul><li>Process Mining in collaboration with prof. dr. ir. W.M.P. van der Aalst and prof. dr. K.M. van Hee and their research group </li></ul><ul><li>Code Mining in collaboration with prof. dr. M.G.J. van den Brand and his research group </li></ul><ul><li>Model Analysis in collaboration with prof. dr. ir. J.F. Groote and his research group </li></ul><ul><li>Security Analysis in collaboration with prof. dr. B.P.J. Jacobs and prof. dr. S. Etalle and their research groups </li></ul>/ department of mathematics and computer science PAGE 05-06-09
  6. 6. Code Mining <ul><li>Code Structure Analysis and Visualization </li></ul><ul><ul><li>Hierarchical dependencies </li></ul></ul><ul><ul><li>Cross Dependencies </li></ul></ul><ul><ul><li>Clone Detection </li></ul></ul><ul><li>Code Evolution Analysis and Visualization </li></ul><ul><li>Code Metrics Visualization </li></ul><ul><li>Design Metric Visualization </li></ul><ul><li>etc. </li></ul>/ department of mathematics and computer science PAGE 05-06-09
  7. 7. Code Mining / department of mathematics and computer science PAGE 05-06-09
  8. 8. Model Analysis / department of mathematics and computer science PAGE 05-06-09
  9. 9. Process Mining / department of mathematics and computer science PAGE 05-06-09 Reality Information System control support
  10. 10. Process Mining / department of mathematics and computer science PAGE 05-06-09 05-06-09 Reality Information System control support Log logging Model e.g. events, messages, transactions
  11. 11. Process Mining / department of mathematics and computer science PAGE 05-06-09 Reality Information System control support Log logging Model e.g. events, messages, transactions models specifies
  12. 12. Process Mining / department of mathematics and computer science PAGE 05-06-09 Reality Information System control support Log logging Model e.g. events, messages, transactions models specifies verification discovery conformance verification
  13. 13. Process Mining <ul><li>Basic Performance Metrics </li></ul><ul><li>‘ De facto ’ Process Model </li></ul><ul><li>Organizational Model </li></ul><ul><li>Social Network Model </li></ul><ul><li>Decision Point Analysis </li></ul><ul><li>Auditing & Security </li></ul>/ department of mathematics and computer science PAGE 05-06-09
  14. 14. Process Mining Mining System / department of mathematics and computer science PAGE 05-06-09 Log analysis report original data
  15. 15. Process Mining Mining System / department of mathematics and computer science PAGE 05-06-09 Log internal representation analysis report relevant raw data original data <ul><li>Extraction </li></ul><ul><li>Filter </li></ul><ul><li>Select </li></ul><ul><li>Preprocess </li></ul><ul><li>… </li></ul>
  16. 16. Process Mining Mining System / department of mathematics and computer science PAGE 05-06-09 Log internal representation analysis report relevant raw data original data <ul><li>Extraction </li></ul><ul><li>Filter </li></ul><ul><li>Select </li></ul><ul><li>Preprocess </li></ul><ul><li>… </li></ul>analysis design and/or develop process and analysis report and/or consultancy
  17. 17. Process Mining <ul><li>We support: </li></ul><ul><ul><li>the process mining readiness assessment (quick scan) </li></ul></ul><ul><ul><li>the design and development of the necessary interfaces </li></ul></ul><ul><ul><li>the deployment of the process mining system </li></ul></ul><ul><ul><li>the actual process mining </li></ul></ul><ul><ul><ul><li>the preparation </li></ul></ul></ul><ul><ul><ul><li>the execution </li></ul></ul></ul><ul><ul><ul><li>the analysis </li></ul></ul></ul><ul><li>We can also provide consultancy on improvement opportunities </li></ul>/ department of mathematics and computer science PAGE 05-06-09
  18. 18. Demonstrations / department of mathematics and computer science PAGE 05-06-09

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