Mind the Gap!: Learning Missing Constraints from Annotated Conceptual Model Simulations

• Published in: The Practice of Enterprise Modeling Vol. 432; pp. 64 - 79
• Main Authors: Fumagalli, Mattia, Sales, Tiago Prince, Guizzardi, Giancarlo
• Format: Book Chapter Conference Proceeding
• Language: English
• Published: Switzerland Springer International Publishing AG 2021; Springer International Publishing
• Series: Lecture Notes in Business Information Processing
• Subjects: Computer Science; Conceptual modeling; Humanities and Social Sciences; Inductive learning; Library and information sciences; Model simulation; Model validation; Conceptual modeling; Inductive learning; Model validation; Model simulation

Conceptual modeling plays a fundamental role to capture information about complex business domains (e.g., finance, healthcare) and enables semantic interoperability. To fulfill their role, conceptual models must contain the exact set of constraints that represent the worldview of the relevant domain...