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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Vydáno v:	Information systems (Oxford) Ročník 74; s. 136 - 152
Hlavní autoři:	Maggi, Fabrizio Maria, Di Ciccio, Claudio, Di Francescomarino, Chiara, Kala, Taavi
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Oxford Elsevier Ltd 01.05.2018 Elsevier Science Ltd
Témata:	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
On-line přístup:	Získat plný text
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