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Citations
Process Mining: A 360 Degree Overview
Wil M. P. van der Aalst
- 01 Jan 2022
TL;DR: An overview of the field of process mining can be found in this article , where the authors introduce the different types of process discovery and conformance checking and the basic ingredients, i.e., process models and event data.
PM4Py: A process mining library for Python
TL;DR: PM4Py is a comprehensive Python library for process mining, offering tools for object-centric process mining and integration with other libraries, with significant adoption and evolution in academia, industry, and the open-source community.
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Declarative Process Specifications: Reasoning, Discovery, Monitoring
Claudio Di Ciccio,Marco Montali +1 more
- 01 Jan 2022
TL;DR: In this paper , the main techniques for process mining using declarative process specifications, which are referred to as Declarative Process Mining (DPM), have been reviewed, and a discussion on recent advancements in declARative process mining, considering in particular multi-perspective extensions of the original approach.
Object-Centric Process Mining: Unraveling the Fabric of Real Processes
13 Jun 2023
TL;DR: Object-centric process mining (OCPM) as mentioned in this paper takes a more holistic and more comprehensive approach to process analysis and improvement by considering multiple object types and events that involve any number of objects.