On the Contextualization of Event-Activity Mappings

Agnes Koschmider, Felix Mannhardt, Tobias Heuser

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

6 Citaten (Scopus)

Samenvatting

Event log files are used as input to any process mining algorithm. A main assumption of process mining is that each event has been assigned to a distinct process activity already. However, such mapping of events to activities is a considerable challenge. The current status-quo is that approaches indicate only likelihoods of mappings, since there is often more than one possible solution. To increase the quality of event to activity mappings this paper derives a contextualization for event-activity mappings and argues for a stronger consideration of contextual factors. Based on a literature review, the paper provides a framework for classifying context factors for event-activity mappings. We aim to apply this framework to improve the accuracy of event-activity mappings and, thereby, process mining results in scenarios with low-level events.

Originele taal-2Engels
TitelBusiness Process Management Workshops - BPM 2018 International Workshops, Revised Papers
RedacteurenFlorian Daniel, Quan Z. Sheng, Hamid Motahari
UitgeverijSpringer
Pagina's445-457
Aantal pagina's13
ISBN van geprinte versie9783030116408
DOI's
StatusGepubliceerd - 2019
Extern gepubliceerdJa
Evenement16th International Conference on Business Process Management (BPM 2018) - Sydney, Australië
Duur: 9 sep 201814 sep 2018
Congresnummer: 16
http://ceur-ws.org/Vol-2196/

Publicatie series

NaamLecture Notes in Business Information Processing
Volume342
ISSN van geprinte versie1865-1348

Congres

Congres16th International Conference on Business Process Management (BPM 2018)
Verkorte titelBPM 2018
Land/RegioAustralië
StadSydney
Periode9/09/1814/09/18
Internet adres

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