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Author: Martin Ibl

Affiliation: University of Pardubice, Czech Republic

ISBN: 978-989-758-037-6

Keyword(s): Fairness, Stochastic Petri Nets, Entropy, Behavioural Analysis, Process Measure.

Related Ontology Subjects/Areas/Topics: Model Analysis and Checking ; Modeling Languages ; Models ; Paradigm Trends ; Software Engineering

Abstract: Measurements of various properties of the process models in the last few years become relatively widely explored area. These are properties such as uncertainty, complexity, readability or cohesion of process models. Quantification of these properties can provide better insight in term of, for instance, user-friendliness, predictability, clarity, etc. of the process model. The aim of this work is to design a method for quantification of fairness in the process models which are modelled using stochastic Petri nets. The method is based on mapping the set of all reachable markings of Petri net into Markov chain and then quantification of entropy from stationary probabilities of the individual places (all places or a specific subset). The resulting value of fairness is from the interval <0, 1>.

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Paper citation in several formats:
Ibl, M. (2014). Measurement of Fairness in Process Models Using Entropy and Stochastic Petri Nets.In Proceedings of the 9th International Conference on Software Paradigm Trends - Volume 1: ICSOFT-PT, (ICSOFT 2014) ISBN 978-989-758-037-6, pages 115-120. DOI: 10.5220/0005098301150120

@conference{icsoft-pt14,
author={Martin Ibl.},
title={Measurement of Fairness in Process Models Using Entropy and Stochastic Petri Nets},
booktitle={Proceedings of the 9th International Conference on Software Paradigm Trends - Volume 1: ICSOFT-PT, (ICSOFT 2014)},
year={2014},
pages={115-120},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005098301150120},
isbn={978-989-758-037-6},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Software Paradigm Trends - Volume 1: ICSOFT-PT, (ICSOFT 2014)
TI - Measurement of Fairness in Process Models Using Entropy and Stochastic Petri Nets
SN - 978-989-758-037-6
AU - Ibl, M.
PY - 2014
SP - 115
EP - 120
DO - 10.5220/0005098301150120

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