TY - GEN
T1 - Fraud detection on event logs using fuzzy association rule learning
AU - Febriyanti, Kadek Dwi
AU - Sarno, Riyanarto
AU - Effendi, Yutika Amelia
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2018/1/19
Y1 - 2018/1/19
N2 - Enterprise Resource Planning (ERP) is an enterprise information system designed to coordinate resources, information, and all activities required for a complete business process within a company. The most important requirement of an ERP system is integration. Integration in ERP system is used to combine the needs of a single software in a logical database, so that all departments in a company can share information and communicate with each other well. However, in its application, business process always changes dynamically. The changes will cause many variations to the original business process. This research discusses some frauds occured due to variations in business processes. Some frauds can be detected by using a method of process mining with Association Rule Learning approach. Process mining technique mine the fraud in the business process by checking the mismatch between event logs of business process with business process model of a company, which is better known as Standard Operating Procedure (SOP).
AB - Enterprise Resource Planning (ERP) is an enterprise information system designed to coordinate resources, information, and all activities required for a complete business process within a company. The most important requirement of an ERP system is integration. Integration in ERP system is used to combine the needs of a single software in a logical database, so that all departments in a company can share information and communicate with each other well. However, in its application, business process always changes dynamically. The changes will cause many variations to the original business process. This research discusses some frauds occured due to variations in business processes. Some frauds can be detected by using a method of process mining with Association Rule Learning approach. Process mining technique mine the fraud in the business process by checking the mismatch between event logs of business process with business process model of a company, which is better known as Standard Operating Procedure (SOP).
KW - association rule learning
KW - fraud detection
KW - fraud detection
KW - fuzzy multi attribute decision making
UR - http://www.scopus.com/inward/record.url?scp=85050377915&partnerID=8YFLogxK
U2 - 10.1109/ICTS.2017.8265661
DO - 10.1109/ICTS.2017.8265661
M3 - Conference contribution
AN - SCOPUS:85050377915
T3 - Proceedings of the 11th International Conference on Information and Communication Technology and System, ICTS 2017
SP - 149
EP - 154
BT - Proceedings of the 11th International Conference on Information and Communication Technology and System, ICTS 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 11th International Conference on Information and Communication Technology and System, ICTS 2017
Y2 - 31 October 2017 through 31 October 2017
ER -