Business process mining algorithms

Abstract

This paper presents our work in developing three business process mining algorithms, followed by a comparison between GLS Miner, ILS Miner and ACO Miner. All of these algorithms have been proved as generating better solutions compared to the state of the art and can discover process models that correctly map to the event log. The algorithms and a comparison between them is presented in the current paper, as well as the mapping of each algorithm to the common business process structures.