Dealing with Concept Drifts in Process Mining- A Survey on Mining

Abstract

Operational procedures need to change to adjust to evolving circumstances, e.g., new enactment, great varieties in supply and request, regular impacts, and so forth. While the subject of adaptability is all around scrutinized in the BPM space, contemporary procedure mining methodologies expect the procedure to be in enduring state. While finding a procedure model from occasion logs, it is expected that the procedure toward the start of the recorded period is the same as the procedure toward the end of the recorded period. Clearly, this is regularly not the situation because of the marvel known as idea float. While cases are being taken care of, the procedure itself may be evolving. This paper shows a way to deal with dissect such second-arrange progress. The methodology has been executed in ProM3 and assessed by investigating an advancing procedure.
Keywords:- Concept drift; flexibility; change patterns; process changes.