Publication result detail

Business Process Simulation for Predictions

POSPÍŠIL, M.; HRUŠKA, T.

Original Title

Business Process Simulation for Predictions

English Title

Business Process Simulation for Predictions

Type

Paper in proceedings outside WoS and Scopus

Original Abstract

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.

English abstract

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.

Keywords

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

Key words in English

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

Authors

POSPÍŠIL, M.; HRUŠKA, T.

RIV year

2013

Released

03.05.2012

Publisher

The International Academy, Research and Industry Association

Location

Nice

ISBN

978-1-61208-223-3

Book

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

Pages from

14

Pages to

18

Pages count

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"
}