2018
Advantages of Application of Process Mining and Agent-Based Systems in Business Domain
HALAŠKA, Michal a Roman ŠPERKAZákladní 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
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"
Odkazy
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
Změněno: 21. 11. 2019 15:04, RNDr. Daniel Jakubík
Anotace
V originále
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.