Data streams in ProM 6 : a single-node architecture

S.J. Zelst, van, A. Burattin, B.F. Dongen, van, H.M.W. Verbeek

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

6 Citations (Scopus)
136 Downloads (Pure)

Abstract

Process mining is an active field of research that primarily builds upon data mining and process model-driven analysis. Within the field, static data is typically used. The usage of dynamic and/or volatile data (i.e. real-time streaming data) is very limited. Current process mining techniques are in general not able to cope with challenges posed by real-time data. Hence new approaches that enable us to apply process mining on such data are an interesting new field of study. The ProM-framework that supports a variety of researchers and domain experts in the field has therefore been extended with support for data-streams. This paper gives an overview of the newly created extension that lays a foundation for integrating streaming environments with ProM. Additionally a case study is presented in which a real-life online data stream has been incorporated in a basic ProM-based analysis.
Original languageEnglish
Title of host publicationBPM Demo Sessions 2014 (co-located with BPM 2014, Eindhoven, The Netherlands, September 20, 2014)
EditorsL. Limonad, B. Weber
PublisherCEUR-WS.org
Pages81-85
Publication statusPublished - 2014
Event12th International Conference on Business Process Management (BPM 2014) - Eindhoven, Netherlands
Duration: 7 Sep 201411 Sep 2014
Conference number: 12
http://bpm2014.haifa.ac.il/evover.net_9090/bpm2014.html
https://link.springer.com/book/10.1007/978-3-319-15895-2

Publication series

NameCEUR Workshop Proceedings
Volume1295
ISSN (Print)1613-0073

Conference

Conference12th International Conference on Business Process Management (BPM 2014)
Abbreviated titleBPM 2014
Country/TerritoryNetherlands
CityEindhoven
Period7/09/1411/09/14
OtherConference was originally planned in Haifa, but due to the unstable situation in southern Israel, it was relocated to Eindhoven. BPM Demo Sessions 2014, BPMD 2014, Co-located with the 12th International Conference on Business Process Management, BPM 2014
Internet address

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