PAIS Lab seminar: Problems and challenges of process mining // Natalia Nikitina
At the session of our seminar, Natalia Nikitina (Research assistant of the PAIS Lab) delivered a report "Problems and challenges of process mining".
Problems may arise at each stage of the research process. For example, the quality of the resulting model is highly dependent on the chosen algorithm. Event logs may be noisy or incomplete. It is difficult to achieve the satisfaction of all the four quality criteria: fitness, precision, generalization, and simplicity. Finally, usefulness of a resulting model depends on the questions which are asked. In this report, I will describe these issues and their possible solutions.