Beyond this course
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 …
Course: Introduction to Process Mining with ProM
Week 3 closing
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, …
Analysing simple and complex processes
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, …
Refined process mining framework
In this step we refine the process mining framework to detail the different types of process mining activities.
Pointers to process mining case studies
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 …
Process mining applications
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 …
Background information on Social network mining
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 …
Social network analysis in ProM
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.
Performance analysis in ProM
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’ …
Conformance checking in ProM
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’ …
Conformance checking using alignments
In this step we explain how alignments between event logs and process models are calculated.
Week 2 closing
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 …
Background information on the Fuzzy miner
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 …
Fuzzy miner in ProM
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 …
Background information on the inductive miner
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 …