Book chapter · Conference paper
A Framework for Online Conformance Checking
Conformance checking – a branch of process mining – focuses on establishing to what extent actual executions of a process are in line with the expected behavior of a reference model. Current conformancechecking techniques only allow for a-posteriori analysis: the amount of (non-)conformant behavior is quantified after the completion of the process instance.
In this paper we propose a framework for online conformance checking: not only do we quantify (non-)conformant behavior as the execution is running, we also restrict the computation to constant time complexity per event analyzed, thus enabling the online analysis of a stream of events. The framework is instantiated with ideas coming from the theory of regions, and state similarity.
An implementation is available in ProM and promising results have been obtained.
| Language: | English |
|---|---|
| Publisher: | Springer |
| Year: | 2017 |
| Pages: | 165-177 |
| Proceedings: | 13th International Workshop on Business Process Intelligence 2017 |
| Series: | Lecture Notes in Business Information Processing |
| Journal subtitle: | Bpm 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers |
| ISBN: | 3319740296 , 331974030X , 331974030x , 9783319740294 and 9783319740300 |
| ISSN: | 18651356 and 18651348 |
| Types: | Book chapter and Conference paper |
| DOI: | 10.1007/978-3-319-74030-0_12 |
| ORCIDs: | 0000-0001-8890-9638 , 0000-0003-3325-7227 and Burattin, Andrea |
