CloseHelpPrint
Kies de Nederlandse taal
Course module: 2IMI00
2IMI00
Seminar architecture of information systems
Course info
Course module2IMI00
Credits (ECTS)5
Category-
Course typeGraduate School
Language of instructionEnglish
Offered byEindhoven University of Technology; Mathematics and Computer Science; Computer Science;
Is part of
Business Information Systems
Computer Science and Engineering
Contact personprof.dr.ir. H.A. Reijers
Telephone3629
E-mailh.a.reijers@tue.nl
Lecturer(s)
Responsible lecturer
prof.dr.ir. H.A. Reijers
Feedback and reachability
Other course modules lecturer
Contactperson for the course
prof.dr.ir. H.A. Reijers
Other course modules lecturer
Academic year2016
Period
2  (14/11/2016 to 05/02/2017)
Starting block
2
TimeslotD2: D2 - We 7-8, Fr 3-4
Course mode
Fulltime
Remarks-
Registration openfrom 15/06/2016 up to and including 23/10/2016
Application procedureYou apply via OSIRIS Student
Explanation-
Registration using OSIRISYes
Registration open for students from other department(s)Yes
Pre-registrationNo
Waiting listNo
Number of insufficient tests-
Number of groups of preference0
Learning objectives
In this seminar, a group of master students will get in touch with research in the area of Information Systems, where Process Mining and Process Modelling are the central themes.

By combining recent publications in the area of process mining with practical applications on real-life examples, this course provides a good insight into the research of the AIS group at Eindhoven University of Technology.

The research area will be studied in the following ways:
  • Students follow lectures by staff members and guest lecturers from industry.
  • Students will analyze selected Master theses performed within the AIS group to learn about the research topics the group works on and to get a better idea about “patterns” and “anti-patterns” in the execution of a Master project and writing a thesis. The results of this work will be given in a review of a Master thesis and a presentation about it.
  • Students will study research papers and/or book chapters related to a small research project they are to set up and execute.
  • Students will use existing tools such as ProM, Disco, CPN Tools to work on their research project.
  • Content
    Organizations are constantly trying to improve the way their businesses perform. To this end, managers have to take decisions on changes to the operational processes. However, for decision making, it is of the utmost importance to have a thorough understanding of the operational processes as they take place in the organization.

    Typically, such operational processes are supported by information systems that record events as they take place in real life in so-called event logs. Process Mining techniques allow for extracting information from event logs. For example, the audit trails of a workflow management system or the transaction logs of an enterprise resource planning system can be used to discover models describing processes, organizations, and products. Moreover, it is possible to use process mining to monitor deviations (e.g., comparing the observed events with predefined models or business rules in the context of SOX).

    Process mining is closely related to BAM (Business Activity Monitoring), BOM (Business Operations Management), BPI (Business Process Intelligence), and data/workflow mining. Unlike classical data mining techniques the focus is on processes and questions that transcend the simple performance-related queries supported by tools such as Business Objects, Cognos BI, and Hyperion.

    In this seminar, students are introduced to the research being conducted in the Architecture of Information Systems group of this university. Specifically, this seminar focuses on the state-of-the-art research on Process Mining. To emphasize that Process Mining is not only a research area, but has gained increasing interest from Industry, practical application will be considered.
    Entrance requirements
    Entrance requirements tests
    -
    Assumed previous knowledge
    1BB30 - Procesmodelleren
    1BM45 - Process mining
    2II05 - Bedrijfsinformatiesystemen
    2II15 - Datamining en kennissystemen
    2II55 - Business process management systems
    2IV35 - Visualization
    Previous knowledge can be gained by
    -
    Resources for self study
    -
    Bachelor College or Graduate School
    Graduate School
    URL study guide
    http://www.win.tue.nl/is/doku.php?id=education:2ii96
    URL study guide
    http://www.win.tue.nl/is/doku.php?id=education:2ii96
    Required materials
    -
    Recommended materials
    Diverse artikelen (worden via de website of studyweb aangeboden)
    Instructional modes
    College / course

    General
    -

    Remark
    -
    Tests
    Assignment(s)
    Test weight100
    Minimum grade6
    Test typeAssignment(s)
    Number of opportunities1
    OpportunitiesBlock 2
    Test duration in minutes-

    Assessment
    -

    Remark
    -

    CloseHelpPrint
    Kies de Nederlandse taal