Fuzzy mining - adaptive process simplification based on multi-perspective metrics

C.W. Günther, W.M.P. Aalst, van der

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

500 Citaten (Scopus)
1206 Downloads (Pure)

Samenvatting

Process Mining is a technique for extracting process models from execution logs. This is particularly useful in situations where people have an idealized view of reality. Real-life processes turn out to be less structured than people tend to believe. Unfortunately, traditional process mining approaches have problems dealing with unstructured processes. The discovered models are often "spaghetti-like", showing all details without distinguishing what is important and what is not. This paper proposes a new process mining approach to overcome this problem. The approach is configurable and allows for different faithfully simplified views of a particular process. To do this, the concept of a roadmap is used as a metaphor. Just like different roadmaps provide suitable abstractions of reality, process models should provide meaningful abstractions of operational processes encountered in domains ranging from healthcare and logistics to web services and public administration.
Originele taal-2Engels
TitelProceedings of the 5th International Conference on Business Process Management (BPM 2007) 24-28 September 2007, Brisbane, Australia
RedacteurenG. Alonso, P. Dadam, M. Rosemann
Plaats van productieBerlin
UitgeverijSpringer
Pagina's328-343
ISBN van geprinte versie978-3-540-75182-3
DOI's
StatusGepubliceerd - 2007
Evenement5th International Conference on Business Process Management (BPM 2007), September 24-28, 2007, Brisbane, Australia - Brisbane, Australië
Duur: 24 sep 200728 sep 2007

Publicatie series

NaamLecture Notes in Computer Science
Volume4714
ISSN van geprinte versie0302-9743

Congres

Congres5th International Conference on Business Process Management (BPM 2007), September 24-28, 2007, Brisbane, Australia
Verkorte titelBPM 2007
LandAustralië
StadBrisbane
Periode24/09/0728/09/07
AnderBPM 2007, Brisbane, Australia

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