Analisis Perbandingan Metode Alpha Miner, Inductive Miner dan Causal-Net Mining dalam Proses Mining

Hasyim, Rissa Aulia and Yaqin, Muhammad Ainul and Utomo, Adi Heru (2020) Analisis Perbandingan Metode Alpha Miner, Inductive Miner dan Causal-Net Mining dalam Proses Mining. Jurnal Teknologi Informasi dan Terapan, 7 (2). pp. 77-85. ISSN 2354-838X

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Abstract

Not all process mining algorithms can detect all model process scenarios, so experiments are carried out by trying 3 types of algorithms against 9 business process model scenarios in order to find the most suitable algorithm for each process model scenario. We use 3process algorithms mining including alpha miner, inductive miner and causal-net mining. We propose a solution using the ProM application to check the suitability of the 3 algorithms used against 9 scenarios. In addition, to support the results of the mining process using ProM, we measure the similarity value by comparing the process model on the dataset with the results of the mining process using ProM. Based on the similarity measurement, it is known that the experiment uses algorithm alpha miner. Figure 8 has the highest similarity level with a value of 0.89. While the smallest level of similarity is found in Figure 7 using alpha miner with a value of 0.12..

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