RT-PLG: Real Time Process Log Generator

Bernardo Nugroho Yahya, Yohanes Khosiawan, Woosik Choi, Ngoc Anh Dung Do

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Abstract

Streaming process mining has been rising as an emergent tool to analyze industrial practices. Obviously, the advance of streaming process mining requires the availability of a suite of real-world business processes and the execution logs in the real time manner. Literally, it is hard to obtain it. This paper aims to develop a real time process log generator for the usage of streaming process mining tool. The real time process log generator (RT-PLG) is constructed in an independent tool. Afterward, the RT-PLG is utilized to generate a synthetic log for streaming process mining. The tool has been evaluated using an existing simulation model.
Original languageEnglish
Title of host publicationInformation Systems Architecture and Technology : Proceedings of 36th International Conference on Information Systems Architecture and Technology – ISAT 2015 – Part III
Number of pages12
Place of PublicationKarpacz
PublisherSpringer
Publication date24 Feb 2016
Pages127-138
ISBN (Print)978-3-319-28562-7
ISBN (Electronic)978-3-319-28564-1
DOIs
Publication statusPublished - 24 Feb 2016
Event36th International Conference on Information Systems Architecture and Technology – ISAT 2015 - Karpacz, Poland
Duration: 20 Sept 201522 Sept 2015

Conference

Conference36th International Conference on Information Systems Architecture and Technology – ISAT 2015
Country/TerritoryPoland
CityKarpacz
Period20/09/201522/09/2015
SeriesAdvances in Intelligent Systems and Computing
Volume431
ISSN1615-3871

Bibliographical note

Web of Science accession number: WOS:000378553900011

Keywords

  • Streaming process mining
  • Process log generator
  • Real time system

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