Work

Distributed Multi-Perspective Declare Discovery

Year: 2017
Type: book-chapter
Abstract: Declarative process models define the behaviour of processes by means of constraints exerted over their activities. Multi-perspective declarative approaches extend the expressiveness of those constraints to include resources, time, and information artefacts. In this paper, we present a fast distributed approach and software prototype to discover multi-perspective declarative models out of event logs, based upon parallel computing. The demo is targeted at process mining researchers and practitioners, and describes the tool through its application on a use case, based on a publicly available real-life bench-mark.
Authors: Christian Sturm, Stefan Schönig, Claudio Di Ciccio
Language: English
Open Access status: green
OpenAlex ID: W2758749184
FWCI: 2.95
Cites: 5
Cited by: 3
Related to: 10