Research

As per the Process Mining Manifesto, there are still real theoretical and practical challenges that process mining techniques need to be able to address, including how we can facilitate comparison of processes across different organisations, how we can extract, clean, and handle large event logs with diverse characteristics, and how we can improve the usability of process mining to users from outside the academic domain,

Not surprisingly, research in the domain of process mining is still active and is growing. Here, we provide a summary of the various research work in which our members are actively involved.

Comparative visual process analytics

Cross-organisational process mining

Mining resource behaviours

Mining work prioritization patterns

Visualisation of complex process data

Event interval analysis – Mining from an information-poor log