Measurement of Fairness in Process Models using Entropy and Stochastic Petri Nets

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F14%3A39898978" target="_blank" >RIV/00216275:25410/14:39898978 - 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
Measurement of Fairness in Process Models using Entropy and Stochastic Petri Nets
Original language description
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 canprovide 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 offairness is from the interval {0, 1}.
Czech name
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Czech description
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Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
ICSOFT-EA 2014 - Proceedings of the 9th International Conference on Software Engineering and Applications
ISBN
978-989-758-036-9
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
115-120
Publisher name
SciTePress - Science and Technology Publications
Place of publication
Porto
Event location
Vienna
Event date
Aug 29, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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