Detail publikace

Business Process Simulation for Predictions

POSPÍŠIL, M. HRUŠKA, T.

Originální název

Business Process Simulation for Predictions

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

Simulation can beused for analysis, prediction and optimization of business processes. Butmodels often differ from reality. Data mining techniques can be used forimproving these models based on observations of process and resource behaviorfrom detailed event logs.  More accurateprocess models can be used not only for analysis and optimization, but forprediction and recommendation. This paper focuses on decision mining and theduration of tasks in conjunction with personal performance based on case data,workload, and other factors. Some existing ideas are an improvement and othersare new. Part of the research was validated on real data.

Klíčová slova

business processsimulation; business process intelligence; data mining; process mining;prediction; optimization; recomendation

Autoři

POSPÍŠIL, M.; HRUŠKA, T.

Rok RIV

2012

Vydáno

3. 5. 2012

Nakladatel

The International Academy, Research and Industry Association

Místo

Nice

ISBN

978-1-61208-223-3

Kniha

BUSTECH 2012 : The Second International Conference on Business Intelligence and Technology

Strany od

14

Strany do

18

Strany počet

4

BibTex

@inproceedings{BUT96975,
  author="Milan {Pospíšil} and Tomáš {Hruška}",
  title="Business Process Simulation for Predictions",
  booktitle="BUSTECH 2012 : The Second International Conference on Business Intelligence and Technology",
  year="2012",
  pages="14--18",
  publisher="The International Academy, Research and Industry Association",
  address="Nice",
  isbn="978-1-61208-223-3"
}