Department of Information and Computing Sciences

Departement Informatica Onderwijs
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Onderwijs Informatica en Informatiekunde

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Process mining

Course code:INFOMPROM
Credits:7.5 ECTS
Period:period 4 (week 17 through 26, i.e., 20-4-2020 through 26-6-2020; retake week 28)
Timeslot:D
Participants:up till now 9 subscriptions
Schedule:Official schedule representation can be found in Osiris
Teachers:
formgrouptimeweekroomteacher
innovatie          Jens Gulden
lecture          Jens Gulden
Contents:In process mining research and its applications, log data that is produced during the interactions of systems and human actors are systematically put in relation to process models. Process mining comprises the automatic learning of process models out of event logs, conformity checking between existing process models and event logs, and the analysis of event log characteristics.

The research area of process mining is characterized by fast developments and rapid upcoming of new approaches that contribute to the scientific knowledge base on principles and techniques for process mining. To cope with recent cutting-edge developments in process mining research, the INFOMPROM course is held as a seminar with a high amount of reflection upon recent publications in process mining research, but also on fundamentals and general principles of process mining.

The seminar consists of two phases which realize a hybrid teaching approach. In the first phase, a common understanding of fundamentals and established approaches in process mining is established during interactive lecture sessions. In the second phase, participants will actively dispute recent developments in process mining by giving seminar talks about contemporary scientific research in the following areas:

  • Process discovery
  • Predictive process monitoring
  • Conformance checking
  • Log data pre-processing
  • Visual process analytics
  • and related topics in process mining
It is mandatory to have participated in the Business Process Management course (INFOMBPM) prior to take part in the INFOMPROM seminar.
Minimum effort to qualify for 2nd chance exam:Om aan de aanvullende toets te mogen meedoen moet de oorspronkelijke uitslag minstens 4 zijn.
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