Course: Introduction to Process Mining with ProM

We have now reached the end of Week 4, consequently the end of ‘Introduction to Process Mining with ProM’. We hope you have learned many practical skills for which you …

In this step we summarize the content of Week 3, and look forward to Week 4. Note that this week still contains a test, as well as a closing discussion, …

In this lecture we explain what lasagne and spaghetti processes are, and what you can(not) do on the different types of processes. Note that towards the end of the video, …

In this step we refine the process mining framework to detail the different types of process mining activities.

As mentioned in the lecture many process mining case studies are available. Here we list some, if you know of others, please mention them in the comments! The yearly BPI …

In this step we discuss several results from the BPI Challenge (Business Process Intelligence Challenge) 2012 data, as found in some of the submitted reports. By looking at this case …

Note: this article provides pointers to extra material, beyond this course. Those interested are invited to inspect these resources, but this is not mandatory for the successful completion of this …

Prom supports several ways of analysing the social aspects of a process. In this step three approaches are shown. In this video we use the ‘BPI_Challenge_2012_AO.xes.gz’ event log.

In this step we show several ways that ProM plug-ins can be use to analyse the performance of a process. In this video we use the ‘Artificial – Loan Process.xes.gz’ …

In this step we explain how you can apply conformance checking in ProM. In this video we use the ‘Artificial – Loan Process.xes.gz’ event log first, and then the ‘BPI_Challenge_2012_AO.xes.gz’ …

In this step we explain how alignments between event logs and process models are calculated.

In this step we provide a closing overview of Week 2. This will allow you to recap what you have learned this week, before attempting the test in the next …

For the interested reader pointers follow to the scientific papers that describe in great detail how the Fuzzy miner works. Note that this is extra material and this is not …

In this lecture we show how the Fuzzy miner works and how it can be used in ProM. We use the ‘Artificial – Loan Process – Partial.xes.gz’ event log in …

Note: this article provides pointers to extra material, beyond this course. Those interested are invited to inspect these resources, but this is not mandatory for the successful completion of this …