ProM 6.15 has been released
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 see many possible applications. Stay up to date with process mining Although the course has ended, there are several ways you can stay up-to-date on Read More …
Of course, ProM is not the only tool that can be used to analyse event data. ‘Regular’ data analysis tools such as Excel, RapidMiner, R, Python, etc. can also be applied on the data. In this discussion, feel free to use your favourite tool to analyse the road fine data further. You can export the Read More …
As well as focusing on the control flow of the process, we can also investigate the ways in which people collaborate within the process. However, this requires the executing resource to be recorded for each event – something which is not included in the ‘Road_Traffic_Fine_Management_Process.xes.gz’ event log unfortunately. Therefore, in this discussion step, you are Read More …
In the previous assignment step you have discovered a process model yourself. Using a process model, conformance checking can be executed. However, detailed performance analysis is also possible. Please apply performance analysis on the ‘Road_Traffic_Fine_Management_Process.xes.gz’ event log with (one of) the process models that you discovered. Please consider the bottlenecks that you found, but also Read More …
You now get the option to evaluate yourself. Please verify whether your approach adheres to the three guidelines provided. Check if the results and explanation are correct, but also indicate if you learned something new. Assignment Guidelines
In this assignment you are asked to discover a process model on the Road_Traffic_Fine_Management_Process.xes.gz event log. The task is to discover a process model and evaluate how well it describes the process (based on the event log). As input, we recommend using a filtered version of the ‘Road_Traffic_Fine_Management_Process.xes.gz’ event log, as covered in the previous Read More …
The second step after ‘getting to know’ the data, is to apply a filtering. Usually real data is not ready to be mined. Some cases are not completed yet, different types of cases (with different processes) are combined, etc. Using the findings of the previous discussion, what do you recommend as a filtering on the Read More …
One of the first things you do when you have a new event log file, is explore it. Get to know it. How much data is there (how many months, cases, events)? What activities are included? Which additional attributes exist? Are there clear starting and ending activities? These are questions that can be answered by Read More …
Welcome to Week 4, which has a different set-up compared to the other weeks. By now you know how to operate ProM, how to load and explore an event log, and how to discover a process model. This week you will apply what you have learned to analyse a real-life event log. The event log Read More …