Table 7 Comparison of papers focused on... | Emerald Publishing

Table 7

Comparison of papers focused on identification stage (2023–2024)

Source	Year	Which SCRM stages are the area of focus?				Which requirements are addressed?			Methods
Source	Year	S1	S2	S3	S4	R1	R2	R3	Methods
Li and Donta (2023)	2023	Yes	No	No	No	No	No	No	Machine learning
Gabellini et al. (2023)	2023	Yes	No	No	No	Yes	No	No	Machine learning
Gabellini et al. (2023)	2023	Yes	No	No	No	Yes	No	No	Machine learning
Xiao et al. (2023)	2023	Yes	No	No	No	No	Yes	No	Machine learning
Yacoubi et al. (2023)	2023	Yes	No	No	No	Yes	No	No	Rule-based model
Zaoui et al. (2023)	2023	Yes	No	No	Yes	No	Yes	Yes	Machine learning
Atek et al. (2023)	2023	Yes	No	No	Yes	No	Yes	No	Machine learning
Zheng et al. (2023)	2023	Yes	No	No	Yes	Yes	No	No	Federated learning
Li and Zhou (2024)	2024	Yes	No	No	No	No	Yes	Yes	Time series
Yang et al. (2024)	2024	Yes	No	No	No	Yes	Yes	Yes	Graph neural network
Aboutorab et al. (2024)	2024	Yes	No	No	No	No	Yes	No	RL and NLP
Bassiouni et al. (2024)	2024	Yes	No	No	No	Yes	No	No	DP and machine learning
Kong et al. (2024)	2024	Yes	No	No	Yes	Yes	No	No	Federated learning and neural network

Source	Year	Which SCRM stages are the area of focus?				Which requirements are addressed?			Methods
Source	Year	S1	S2	S3	S4	R1	R2	R3	Methods
Li and Donta (2023)	2023	Yes	No	No	No	No	No	No	Machine learning
Gabellini et al. (2023)	2023	Yes	No	No	No	Yes	No	No	Machine learning
Gabellini et al. (2023)	2023	Yes	No	No	No	Yes	No	No	Machine learning
Xiao et al. (2023)	2023	Yes	No	No	No	No	Yes	No	Machine learning
Yacoubi et al. (2023)	2023	Yes	No	No	No	Yes	No	No	Rule-based model
Zaoui et al. (2023)	2023	Yes	No	No	Yes	No	Yes	Yes	Machine learning
Atek et al. (2023)	2023	Yes	No	No	Yes	No	Yes	No	Machine learning
Zheng et al. (2023)	2023	Yes	No	No	Yes	Yes	No	No	Federated learning
Li and Zhou (2024)	2024	Yes	No	No	No	No	Yes	Yes	Time series
Yang et al. (2024)	2024	Yes	No	No	No	Yes	Yes	Yes	Graph neural network
Aboutorab et al. (2024)	2024	Yes	No	No	No	No	Yes	No	RL and NLP
Bassiouni et al. (2024)	2024	Yes	No	No	No	Yes	No	No	DP and machine learning
Kong et al. (2024)	2024	Yes	No	No	Yes	Yes	No	No	Federated learning and neural network

Source(s): Authors’ own creation