About: Business Process Simulation for Predictions

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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 case data, workload, and other factors. Some existing ideas are an improvement and others are new. Part of the research was validated on real data. 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 case data, workload, and other factors. Some existing ideas are an improvement and others are new. Part of the research was validated on real data. (en)
Title	Business Process Simulation for Predictions Business Process Simulation for Predictions (en)
skos:prefLabel	Business Process Simulation for Predictions Business Process Simulation for Predictions (en)
skos:notation	RIV/00216305:26230/12:PU101800!RIV13-MPO-26230___
http://linked.open...avai/predkladatel	Fakulta informačních technologií
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(FR-TI3/039)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Hruška, Tomáš Pospíšil, Milan
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	125732
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/12:PU101800
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	business process simulation, business process intelligence, data mining, process mining, prediction, optimization, recomendation (en)
http://linked.open.../riv/klicoveSlovo	business process intelligence process mining recomendation data mining optimization prediction business process simulation
http://linked.open...ontrolniKodProRIV	[8F12FE01DA64]
http://linked.open...v/mistoKonaniAkce	Nice, France
http://linked.open...i/riv/mistoVydani	Nice
http://linked.open...i/riv/nazevZdroje	BUSTECH 2012 : The Second International Conference on Business Intelligence and Technology
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Workflow system as an effective instrument of business process reengineering
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Hruška, Tomáš Pospíšil, Milan
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-07-22 (xsd:date)
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	The International Academy, Research and Industry Association
https://schema.org/isbn	978-1-61208-223-3
http://localhost/t...ganizacniJednotka	26230
is http://linked.open...avai/riv/vysledek of	Business Process Simulation for Predictions

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