In today’s industrial environment, digital transformation is crucial for companies aiming to remain competitive and embrace smart manufacturing practices. Within this context, Maturity Models (MMs) have become valuable instruments for guiding smart evolution and ongoing improvement. Nevertheless, the effectiveness and practical use of an MM largely rely on the presence of web-based tools that present evaluation outcomes in a clear and user-friendly manner, enabling effective self-assessment or third-party evaluation. This paper introduces SM-FCM, a novel interactive web-based application designed to facilitate the implementation of an MM utilizing Fuzzy Cognitive Maps (FCMs), which helps in representing complex causal relationships between concepts. The presented platform simplifies the process of configuring model inputs, clearly shows the results of the assessment, and enables users to simulate and compare multiple scenarios with ease.

Maturity Levels Evaluation of Smart Factories through Fuzzy Cognitive Maps / Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco; Leotta, Francesco; Mecella, Massimo; Monti, Flavia; Musilli, Lorenzo. - In: PROCEDIA COMPUTER SCIENCE. - ISSN 1877-0509. - 277:(2026), pp. 1279-1288. ( International Conference on Industry of the Future and Smart Manufacturing, ISM 2025 La Valletta; Malta ) [10.1016/j.procs.2026.02.167].

Maturity Levels Evaluation of Smart Factories through Fuzzy Cognitive Maps

Bernabei, Margherita;Colabianchi, Silvia;Costantino, Francesco;Leotta, Francesco;Mecella, Massimo;Monti, Flavia
;
2026

Abstract

In today’s industrial environment, digital transformation is crucial for companies aiming to remain competitive and embrace smart manufacturing practices. Within this context, Maturity Models (MMs) have become valuable instruments for guiding smart evolution and ongoing improvement. Nevertheless, the effectiveness and practical use of an MM largely rely on the presence of web-based tools that present evaluation outcomes in a clear and user-friendly manner, enabling effective self-assessment or third-party evaluation. This paper introduces SM-FCM, a novel interactive web-based application designed to facilitate the implementation of an MM utilizing Fuzzy Cognitive Maps (FCMs), which helps in representing complex causal relationships between concepts. The presented platform simplifies the process of configuring model inputs, clearly shows the results of the assessment, and enables users to simulate and compare multiple scenarios with ease.
2026
International Conference on Industry of the Future and Smart Manufacturing, ISM 2025
Smart Manufacturing; Maturity Model; Fuzzy Cognitive Map; Assessment Tool
04 Pubblicazione in atti di convegno::04c Atto di convegno in rivista
Maturity Levels Evaluation of Smart Factories through Fuzzy Cognitive Maps / Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco; Leotta, Francesco; Mecella, Massimo; Monti, Flavia; Musilli, Lorenzo. - In: PROCEDIA COMPUTER SCIENCE. - ISSN 1877-0509. - 277:(2026), pp. 1279-1288. ( International Conference on Industry of the Future and Smart Manufacturing, ISM 2025 La Valletta; Malta ) [10.1016/j.procs.2026.02.167].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1766933
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