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.

Distributed multi-perspective declare discovery / Sturm, Christian; Schönig, Stefan; Di Ciccio, Claudio. - (2017). (Intervento presentato al convegno BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017) tenutosi a Barcelona; Spain).

Distributed multi-perspective declare discovery

Di Ciccio, Claudio
2017

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.
2017
BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017)
process mining; process discovery; multi-perspective process; declarative process; MapReduce
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Distributed multi-perspective declare discovery / Sturm, Christian; Schönig, Stefan; Di Ciccio, Claudio. - (2017). (Intervento presentato al convegno BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017) tenutosi a Barcelona; Spain).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1372939
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