Discovering instance and process spanning constraints from process execution logs

• Published in: Information systems (Oxford) Vol. 89; p. 101484
• Main Authors: Winter, Karolin, Stertz, Florian, Rinderle-Ma, Stefanie
• Format: Journal Article
• Language: English
• Published: Oxford Elsevier Ltd 01.03.2020; Elsevier Science Ltd
• Subjects: Algorithms; Constraint mining; Control equipment; Digitalized compliance management; Domains; Health services; Information systems; Instance spanning constraints; Logistics; Management theory; Process mining; Subject specialists; Process mining; Constraint mining; Digitalized compliance management; Instance spanning constraints

Instance spanning constraints (ISC) are the instrument to establish controls across multiple instances of one or several processes. A multitude of applications crave for ISC support. Consider, for example, the bundling and unbundling of cargo across several instances of a logistics process or depend...