Abstract
In recent years, process mining is important to discover process model from event logs; however the existing methods have not achieved good in overall fitness. In this context, this paper proposes a combination of the Evolutionary Tree Miner (ETM) and Simulated Annealing (SA). The ETM aims to reduce randomness of population so that it can improved the quality of individuals. SA aims to increase overall fitness in the population. The results of the proposed method which was compared to other approaches show that the proposes method had better in overall fitness and better quality of individuals.
| Original language | English |
|---|---|
| Pages (from-to) | 336-340 |
| Number of pages | 5 |
| Journal | International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) |
| Volume | 4 |
| DOIs | |
| Publication status | Published - Sept 2017 |
| Externally published | Yes |
Keywords
- Event logs
- Process discovery
- Process tree
- Simulated Annealing (SA)
- The Evolutionary Tree Miner (ETM)