Mining Resource Community and Resource Role Network From Event Logs

• Published in: IEEE access Vol. 6; pp. 77685 - 77694
• Main Authors: Ye, Jianhong, Li, Zhiwu, Yi, Ke, Al-Ahmari, Abdulrahman
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Clustering algorithms; Correlation; event logs; Heuristic algorithms; Modular construction; Modularity; Organizations; Partitioning algorithms; Process mining; resource community network; resource role network; Social network services; Social networks; Task analysis; weight community network

This paper deals with the perspective of organization based on process mining, which concentrates on activities and performers (resources) in event logs. A classic social network only reflects how closely related any two resource individuals are. Some resources may play similar roles in the network,...