So sánh phương pháp

	Phân tích mạng hai chế độ đa lớp	Phát hiện cộng đồng đa lớp
Lĩnh vực	Phân tích mạng lưới	Phân tích mạng lưới
Họ	Machine learning	Machine learning
Năm ra đời	2010s (synthesis of two-mode and multilayer frameworks)	2010–2014
Người khởi xướng	Kivela et al. (multilayer); Borgatti & Everett (two-mode foundations)	Mucha, P. J. et al.; Kivela, M. et al.
Loại	Network analysis framework	Community detection algorithm for multilayer networks
Công trình gốc	Kivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271.	Kivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271.
Tên gọi khác	multilayer bipartite network analysis, multi-layer two-mode network, multiplex bipartite network analysis, ML-TMNA	multilayer clustering, multiplex community detection, cross-layer community detection, MCD
Liên quan	6	5
Tóm tắt	Multilayer two-mode network analysis extends bipartite (two-mode) network analysis to settings where actors and artifacts — people and publications, firms and markets, genes and diseases — are connected across multiple distinct relationship layers or time slices simultaneously. It captures how dual-membership structures evolve, overlap, or interact across contexts that a single-layer bipartite graph cannot represent.	Multilayer community detection identifies groups of nodes that are densely connected across multiple types of relationships simultaneously. By coupling layers of a network — such as friendship, advice, and collaboration ties — it finds communities that are coherent not just within one relation type but across all of them, revealing structure that single-layer analysis would miss.