A general-purpose Process Mining library for .NET, primarily focusing on Object-Centric Event Logs (OCEL), using the .NET OCEL library to support the Structured Log Explorer.
Features:
- Flattening of OCEL logs to single object types [2]
- Discovery of Directly-Follows Multigraphs [3, 4]
- Visualisation of DFM's using Graphviz
[1] Farhang, A., Park, G. G., Berti, A., & Aalst, W. Van Der. (2020). OCEL Standard. http://ocel-standard.org/
[2] Van Der Aalst, W. M. P., & Berti, A. (2020). Discovering Object-Centric Petri Nets. Fundamenta Informaticae, 175(1–4), 1–40. https://doi.org/10.48550/arxiv.2010.02047
[3] Van Der Aalst, W. M. P. (2019). Limitations of the directly-follows graph. https://www.sciencedirect.com/science/article/pii/S1877050919322367
[4] van der Aalst, W. M. P. (2019). Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11724 LNCS, 3–25. https://doi.org/10.1007/978-3-030-30446-1_1