TY - GEN
T1 - Business Processes Discovery in Halal Restaurant Kitchen Using Graph-Based Algorithm
AU - Ahmadiyah, Adhatus Solichah
AU - Hazimi, Indira Nursyamsina
AU - Rozi, Dicky Maulana
AU - Wibisono, Rizky Andre
AU - Fitrado, Donny
AU - Rifqi, M. Ardika
AU - Sarno, Riyanarto
AU - Sungkono, Kelly Rossa
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/4/8
Y1 - 2021/4/8
N2 - As the halal lifestyle spreads rapidly in the culinary field, a good halal SOP in the kitchen is crucially needed because there are issues such as ingredient usage in the cooking process, cooking utensils, and storage. In Indonesia, the SOP should comply with Halal Assurance System (HAS) 23000. In generating the business process model, the existing Alpha-based algorithms work best in detecting certain tasks but fail to detect the invisible non-prime task. This paper aims to apply a graph-based algorithm to address the Alpha-based algorithm's weakness to produce a good SOP in the halal restaurant kitchen. We used event logs of the cooking process and facility treatment as the input of process model discovery. The fitness and precision results confirmed that the proposed algorithm outperforms the existing Alpha-based algorithms.
AB - As the halal lifestyle spreads rapidly in the culinary field, a good halal SOP in the kitchen is crucially needed because there are issues such as ingredient usage in the cooking process, cooking utensils, and storage. In Indonesia, the SOP should comply with Halal Assurance System (HAS) 23000. In generating the business process model, the existing Alpha-based algorithms work best in detecting certain tasks but fail to detect the invisible non-prime task. This paper aims to apply a graph-based algorithm to address the Alpha-based algorithm's weakness to produce a good SOP in the halal restaurant kitchen. We used event logs of the cooking process and facility treatment as the input of process model discovery. The fitness and precision results confirmed that the proposed algorithm outperforms the existing Alpha-based algorithms.
KW - graph
KW - halal
KW - process discovery
KW - process mining
UR - http://www.scopus.com/inward/record.url?scp=85107991848&partnerID=8YFLogxK
U2 - 10.1109/APWiMob51111.2021.9435275
DO - 10.1109/APWiMob51111.2021.9435275
M3 - Conference contribution
AN - SCOPUS:85107991848
T3 - Proceedings - 2021 IEEE Asia Pacific Conference on Wireless and Mobile, APWiMob 2021
SP - 128
EP - 133
BT - Proceedings - 2021 IEEE Asia Pacific Conference on Wireless and Mobile, APWiMob 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 IEEE Asia Pacific Conference on Wireless and Mobile, APWiMob 2021
Y2 - 8 April 2021 through 9 April 2021
ER -