Prof. Ing. Tomáš Hruška, CSc.

POSPÍŠIL Milan and HRUŠKA Tomáš. Business Process Simulation for Predictions. In: BUSTECH 2012 : The Second International Conference on Business Intelligence and Technology. Nice: The International Academy, Research and Industry Association, 2012, pp. 14-18. ISBN 978-1-61208-223-3.
Publication language:english
Original title:Business Process Simulation for Predictions
Title (cs):Simulace obchodních procesů pro predikci
Pages:14-18
Proceedings:BUSTECH 2012 : The Second International Conference on Business Intelligence and Technology
Conference:The Second International Conference on Business Intelligence and Technology
Place:Nice, FR
Year:2012
ISBN:978-1-61208-223-3
Publisher:The International Academy, Research and Industry Association
Keywords
business process simulation; business process intelligence; data mining; process mining; prediction; optimization; recomendation
Annotation
Simulation can be used for analysis, prediction and optimization of business processes. But 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. This paper focuses on decision mining and the duration of tasks in conjunction with personal performance based on case data, workload, and other factors. Some existing ideas are an improvement and others are new. Part of the research was validated on real data.
BibTeX:
@INPROCEEDINGS{
   author = {Milan Posp{\'{i}}{\v{s}}il and Tom{\'{a}}{\v{s}}
	Hru{\v{s}}ka},
   title = {Business Process Simulation for Predictions},
   pages = {14--18},
   booktitle = {BUSTECH 2012 : The Second International Conference on
	Business Intelligence and Technology},
   year = 2012,
   location = {Nice, FR},
   publisher = {The International Academy, Research and Industry Association},
   ISBN = {978-1-61208-223-3},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10031}
}

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