Parallel algorithms for the automated discovery of declarative process models

•Variants of an approach for discovering declarative process models are presented.•The variants are based on the Apriori and the sequence analysis algorithm.•A comparative evaluation based on synthetic and real-life logs is carried out. The aim of process discovery is to build a process model from a...

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Bibliographic Details
Published in:	Information systems (Oxford) Vol. 74; pp. 136 - 152
Main Authors:	Maggi, Fabrizio Maria, Di Ciccio, Claudio, Di Francescomarino, Chiara, Kala, Taavi
Format:	Journal Article
Language:	English
Published:	Oxford Elsevier Ltd 01.05.2018 Elsevier Science Ltd
Subjects:	Algorithms Apriori algorithm Candidates Data mining Data processing Declarative process models Discovery Information systems Life events Miners Parallel processing Partitioning Process discovery Process mining Sequence analysis Variants Process mining Apriori algorithm Declarative process models Process discovery Sequence analysis
ISSN:	0306-4379, 1873-6076
Online Access:	Get full text
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