HALAŠKA, Michal a Roman ŠPERKA. Advantages of Application of Process Mining and Agent-Based Systems in Business Domain. In Smart Innovation, Systems and Technologies. Heidelberg: Springer Nature. s. 177-186. ISBN 978-331992030-6. 2018.
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Základní údaje
Originální název Advantages of Application of Process Mining and Agent-Based Systems in Business Domain
Autoři HALAŠKA, Michal (203 Česká republika, domácí) a Roman ŠPERKA (703 Slovensko, domácí).
Vydání Heidelberg, Smart Innovation, Systems and Technologies, od s. 177-186, 10 s. 2018.
Nakladatel Springer Nature
Další údaje
Originální jazyk angličtina
Typ výsledku Stať ve sborníku
Obor 10200 1.2 Computer and information sciences
Utajení není předmětem státního či obchodního tajemství
Forma vydání tištěná verze "print"
WWW URL
Kód RIV RIV/47813059:19520/18:00011031
Organizační jednotka Obchodně podnikatelská fakulta v Karviné
ISBN 978-331992030-6
Klíčová slova anglicky process mining; MAREA; multi-agent systems; business; model; business process
Změnil Změnil: RNDr. Daniel Jakubík, učo 139797. Změněno: 21. 11. 2019 15:04.
Anotace
Businesses and business decisions are getting driven by the information gained from the data more and more nowadays. The number of businesses supporting and managing their processes through the use of information systems and new technologies is growing every day. Even though, there is still a lot of rigidity in the implementation of new technologies. There is a great potential for the use of two of so far not so common disciplines in a business domain, which complement each other. That are process mining and multi-agent systems. Thus, in this paper, we are going to demonstrate the possible utilization of both process mining and multi-agent approaches in business domain. To demon-strate it, we use multi-agent simulator of trading company called MAREA. We analyzed implemented company model with the use of process mining. Process mining was used in two different ways. Firstly, to validate the workflow of the process model. Secondly, to analyze bottlenecks in company's business pro-cesses and the impact of marketing campaigns on these business processes.
VytisknoutZobrazeno: 29. 3. 2024 16:09