Business Process Simulation for Predictions

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F12%3APU101800" target="_blank" >RIV/00216305:26230/12:PU101800 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Business Process Simulation for Predictions
Original language description
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 casedata, workload, and other factors. Some existing ideas are an improvement and others are new. Part of the research was validated on real data.
Czech name
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Czech description
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Project
<a href="/en/project/FR-TI3%2F039" target="_blank" >FR-TI3/039: Workflow system as an effective instrument of business process reengineering</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
BUSTECH 2012 : The Second International Conference on Business Intelligence and Technology
ISBN
978-1-61208-223-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
14-18
Publisher name
The International Academy, Research and Industry Association
Place of publication
Nice
Event location
Nice, France
Event date
Jul 22, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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