Business processes consist of multiple activities, and their enactment is carried out by human agents and software systems. Typically, business processes and activities constituting them have deadline. When activity misses its deadline, special action may be triggered. In this article I try to apply process mining to deadline assignment problem in workflow management systems in middle size company.
(AGH University of Science and Technology Press, 2020) Gaweł, Bartłomiej; Paliński, Andrzej
The article presents the basic techniques of data mining implemented in typical commercial software. They were used to assess the risk of credit card debt repayment. The article assesses the quality of classification models derived from data mining techniques and compares their results with the traditional approach using a logit model to assess credit risk. It turns out that data mining models provide similar accuracy of classification compared to the logit model, but they require much less work and facilitate the automation of the process of building scoring models.
