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Process Mining and Analytics

IS 514 for Master's program (MMM, MMBR, Business Informatics, Business Education)

General Information

Spring 2020
Lecturer Prof. Dr. Jana-Rebecca Rehse
Course Format Lecture and Exercise
Credit Points 6 ECTS
Language English
Grading Written exam (80%) and group project (20%)
Exam Date 3rd June 2020 (preliminary)
Information for Students Attention: This course is limited to 80 participants. Please register in time and carefully follow the instructions provided in Portal2. The registration can NOT be done via the regular way. Please click here for more information.

Dear students. There are still remaining places available in this course. If you would like to register for the course, please write an email to Jana-Rebecca.Rehse(at)iwi.dfki.de or to aydinguel(at)uni-mannheim.de. The following information should be included in the mail (please use your email address of the University of Mannheim)

  • name, first name
  • Matriculation number
  • Degree programme (number of semesters)
  • Email address of the university
Prof. Dr. Jana-Rebecca Rehse

Prof. Dr. Jana-Rebecca Rehse

Contact person Process Mining and Analytics

For further information please contact Prof. Dr. Jana-Rebecca Rehse​​​​​​​.

    Course Information

  • Brief Description

    In this course, concepts and methods for process analytics and process mining are theoretically presented and practically applied. This includes methods for process analytics (semantic checks, process matchings, etc.), methods for data mining applied to process data (clustering, classification, anomaly detection, etc.), and methods for process mining (process discovery, conformance checking, process enhancement).

    After completing this course, you will be able to:

    • Recognize the significance of process analytics and process mining
    • Analyze process models and process logs with suitable methods and tools
    • Know and apply the most important methods of process discovery and compliance checking
    • Suggest data-based optimizations of process behavior
  • Lecture

    Lecturer Prof. Dr. Jana-Rebecca Rehse

    Schedule

    Date Time Topic Room
    01.04.2020 3.30 pm-6.45 pm TBD O 151 Hans Luik Hörssal (Schloss Ostflügel)
    22.04.2020 3.30 pm-6.45 pm TBD O 151 Hans Luik Hörssal (Schloss Ostflügel)
    29.04.2020 3.30 pm-6.45 pm TBD O 151 Hans Luik Hörssal (Schloss Ostflügel)
    06.05.2020 3.30 pm-6.45 pm TBD O 151 Hans Luik Hörssal (Schloss Ostflügel)
    13.05.2020 3.30 pm-6.45 pm TBD O 151 Hans Luik Hörssal (Schloss Ostflügel)
    20.05.2020 10.15 am-1.30 pm TBD O 142 Engelhorn Hörssal (Schloss Ostflügel)