Result Details

Process Mining in Manufacturing Company

POSPÍŠIL, M.; MATES, V.; HRUŠKA, T. Process Mining in Manufacturing Company. The Fifth International Conference on Information, Process, and Knowledge Managemen. Nice: International Academy, Research, and Industry Association, 2013. p. 143-148. ISBN: 978-1-61208-254-7.
Type
conference paper
Language
English
Authors
Pospíšil Milan, Ing.
Mates Vojtěch, Ing., Ph.D.
Hruška Tomáš, prof. Ing., CSc., DIFS (FIT)
Abstract

Simulation can be used for analysis, prediction, and
optimization of business processes.  Nevertheless,  process
models often differ from reality. Data mining techniques can
be used for improving these models based on observations of
process and resource behavior from detailed event logs. More
accurate process models can be used not only for analysis and
optimization, but for prediction and recommendation as well.
This paper analyses process model in manufacturing company
and its historical performance data. Based on that observation,
simulation model is automatically created and used for
analysis, prediction and for dynamic optimization.

Keywords

business process simulation, business process
intelligence, data mining; process mining, prediction,
optimization, recomendation

Published
2013
Pages
143–148
Proceedings
The Fifth International Conference on Information, Process, and Knowledge Managemen
Conference
The Fifth International Conference on Information, Process, and Knowledge Management
ISBN
978-1-61208-254-7
Publisher
International Academy, Research, and Industry Association
Place
Nice
BibTeX 
@inproceedings{BUT103429,
  author="Milan {Pospíšil} and Vojtěch {Mates} and Tomáš {Hruška}",
  title="Process Mining in Manufacturing Company",
  booktitle="The Fifth International Conference on Information, Process, and Knowledge Managemen",
  year="2013",
  pages="143--148",
  publisher="International Academy, Research, and Industry Association",
  address="Nice",
  isbn="978-1-61208-254-7",
  url="https://www.fit.vut.cz/research/publication/10176/"
}
Files
Projects
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, start: 2011-01-01, end: 2015-12-31, completed
Recognition and presentation of multimedia data, BUT, Vnitřní projekty VUT, FIT-S-10-2, 2010, start: 2010-04-01, end: 2010-12-31, completed
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Workflow System as an Effective Instrument of Business Process Reengineering, MPO, TIP, FR-TI3/039, start: 2011-07-01, end: 2015-06-30, completed
Departments
Department of Information Systems (DIFS)
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