In this tutorial, Wil van der Aalst, also known as the “Godfather of Process Mining”, will introduce process mining tailored to software engineers (both researchers and practitioners). Introduced 25 years ago, process mining is rapidly becoming a standard way to understand how people are really using information systems and how interactions between people and systems cause performance and conformance problems. Process mining was created to discover, monitor, and improve real processes (not assumed processes) by extracting knowledge from event logs readily available in today’s information systems. Process mining includes automated process discovery (i.e., extracting process models from an event log), conformance checking (i.e., monitoring deviations by comparing model and log), social network/organizational mining, automated construction of simulation models, model extension, model repair, case prediction, and history-based recommendations. In recent years, the scope of process mining was extended to also include ML, AI, and automation, e.g., action-oriented and predictive process mining. Prof. van der Aalst will show the endless possibilities of process mining, leveraging his experience in developing process mining techniques and their application in practice.
Prof.dr.ir. Wil van der Aalst is a full professor at RWTH Aachen University leading the Process and Data Science (PADS) group. He is also part-time affiliated with the Technische Universiteit Eindhoven (TU/e). Until December 2017, he was the scientific director of the Data Science Center Eindhoven (DSC/e) and led the Architecture of Information Systems group at TU/e. Since 2003, he holds a part-time position at Queensland University of Technology (QUT). Currently, he is also a visiting researcher at Fondazione Bruno Kessler (FBK) in Trento and a member of the Board of Governors of Tilburg University. His research interests include process mining, Petri nets, business process management, workflow management, process modeling, and process analysis. Wil van der Aalst has published over 200 journal papers, 20 books (as author or editor), 450 refereed conference/workshop publications, and 65 book chapters. Many of his papers are highly cited (he one of the most cited computer scientists in the world; according to Google Scholar, he has an H-index of 136 and has been cited over 80,000 times) and his ideas have influenced researchers, software developers, and standardization committees working on process support. Next to serving on the editorial boards of over ten scientific journals, he is also playing an advisory role for several companies, including Fluxicon, Celonis, Processgold, and Bright Cape. Van der Aalst received honorary degrees from the Moscow Higher School of Economics (Prof. h.c.), Tsinghua University, and Hasselt University (Dr. h.c.). He is also an elected member of the Royal Netherlands Academy of Arts and Sciences, the Royal Holland Society of Sciences and Humanities, and the Academy of Europe. In 2017, he was awarded a Humboldt Professorship.
Tue 6 DecDisplayed time zone: Osaka, Sapporo, Tokyo change
15:00 - 16:00 | |||
15:00 60mTutorial | Process Mining for Software Engineers Tutorial Wil van der Aalst RWTH Aachen University, Germany |