Finding structure in unstructured processes : the case for process mining

W.M.P. Aalst, van der, C.W. Günther

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

72 Citaten (Scopus)

Samenvatting

Today there are many process mining techniques that allow for the automatic construction of process models based on event logs. Unlike synthesis techniques (e.g., based on regions), process mining aims at the discovery of models (e.g., Petri nets) from incomplete information (i.e., only example behavior is given). The more mature process mining techniques perform well on structured processes. However, most of the existing techniques fail miserably when confronted with unstructured processes. This paper attempts to "bring structure to the unstructured" by using an integrated combination of abstraction and clustering techniques. The ultimate goal is to present process models that are understandable by analysts and that lead to improved system/process redesigns.
Originele taal-2Engels
TitelProceedings of the 7th International Conference on Application of Concurrency to System Design (ACSD 2007) 10-13 July 2007, Bratislava, Slovak Republic
Plaats van productiePiscataway NJ
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's3-12
ISBN van geprinte versie978-0-7695-2902-8
DOI's
StatusGepubliceerd - 2007
Evenement7th International Conference on Application of Concurrency to System Design (ACSD 2007) - Bratislava, Slovakije
Duur: 10 jul 200713 jul 2007
Congresnummer: 7

Congres

Congres7th International Conference on Application of Concurrency to System Design (ACSD 2007)
Verkorte titelACSD 2007
Land/RegioSlovakije
StadBratislava
Periode10/07/0713/07/07
AnderACSD 2007, Bratislava, Slovak Republic

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