Process Mining Applied to the BPI Challenge 2012: Divide and Conquer While Discerning Resources

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Provided by: Eindhoven University of Technology
Topic: Big Data
Format: PDF
A real-life event log, taken from a Dutch financial institute, is analyzed using state-of-the-art process mining techniques. The log contains events related to loan/overdraft applications of customers. The authors propose a hierarchical decomposition of the log into homogenous subsets of cases based on characteristics such as the final decision, offer, and suspicion of fraud. These subsets are used to uncover interesting insights. The event log in its entirety and the homogeneous subsets are analyzed using various process mining techniques.
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