ePrints.FRI - University of Ljubljana, Faculty of Computer and Information Science

Process mining with ProM

Dominik Grah (2015) Process mining with ProM. EngD thesis.

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    The primary purpose of this diploma is to demonstrate the use of process mining on a real life case and also to explore advantages and disadvantages of process mining. The theoretical part presents in detail the purposes and reasons of applying process mining to organizations, different algorithms for process mining, and some possible process models for representation of processes. The last chapter in theoretical part presents the ProM tool, which is used for process mining, and also other popular tools. The last part is practical part, which shows the usage of process mining techniques on a real life example. As a result of analysis with program ProM, we get different models, networks and graphs, which we can then use to analyze the process.

    Item Type: Thesis (EngD thesis)
    Keywords: Process mining, process model, Petri nets, c-nets, event logs, alpha algorithm, heuristic mining, inductive miner, fuzzy miner, token replay, organizational mining, time perspective.
    Number of Pages: 95
    Language of Content: Slovenian
    Mentor / Comentors:
    Name and SurnameIDFunction
    prof. dr. Marko Bajec245Mentor
    Link to COBISS: http://www.cobiss.si/scripts/cobiss?command=search&base=51012&select=(ID=1536461251)
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 3020
    Date Deposited: 14 Aug 2015 15:20
    Last Modified: 15 Sep 2015 08:34
    URI: http://eprints.fri.uni-lj.si/id/eprint/3020

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