Process Mining: Realization and Optimization of Process Discovery Algorithm
| Autor: | A. D. Chopornyak, G. I. Savin, S. S. Shumilin, A. A. Rybakov |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Business process
Event (computing) Process (engineering) General Mathematics 010102 general mathematics Process mining 01 natural sciences 010305 fluids & plasmas Business process discovery Workflow 0103 physical sciences Graph (abstract data type) 0101 mathematics Algorithm Realization (probability) Mathematics |
| Zdroj: | Lobachevskii Journal of Mathematics. 41:2566-2574 |
| ISSN: | 1818-9962 1995-0802 |
| DOI: | 10.1134/s199508022012032x |
| Popis: | The article discusses the approach to the analysis of business processes, called process mining, and the directions of its application. In particular, a description of the process discovery algorithm is provided, with the help of which the process model is reconstructed from the event log in the form of a workflow graph. The implementation and improvement of the algorithm are proposed, which allow avoiding costly enumeration of all subsets of activities included in the analyzed process model. The proposed approach allows the use of process discovery algorithm for large event logs. |
| Databáze: | OpenAIRE |
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