Multi-perspective comparison of business process variants based on event logs
H Nguyen, M Dumas, M La Rosa, AHM ter Hofstede
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | SpringerLink | Published : 2018
© Springer Nature Switzerland AG 2018. A process variant represents a collection of cases with certain shared characteristics, e.g. cases that exhibit certain levels of performance. The comparison of business process variants based on event logs is a recurrent operation in the field of process mining. Existing approaches focus on comparing variants based on directly-follows relations such as “a task directly follows another one” or a “resource directly hands-off to another resource”. This paper presents a more general approach to log-based process variant comparison based on so-called perspective graphs. A perspective graph is a graph-based abstraction of an event log where a node represents..View full abstract
Related Projects (1)
Awarded by Australian Research Council
Acknowledgements. This research is partly funded by the Australian Research Council (DP150103356) and the Estonian Research Council.