So sánh phương pháp

	PageRank Đa Lớp	PageRank Hướng
Lĩnh vực	Phân tích mạng lưới	Phân tích mạng lưới
Họ	Machine learning	Machine learning
Năm ra đời	2015	1998
Người khởi xướng	De Domenico, M.; Sole-Ribalta, A.; Arenas, A. et al.	Brin, S. & Page, L.
Loại	Centrality measure (random-walk-based)	Iterative authority-scoring algorithm
Công trình gốc	De Domenico, M., Sole-Ribalta, A., Omodei, E., Gomez, S., & Arenas, A. (2015). Ranking in interconnected multilayer networks reveals versatile nodes. Nature Communications, 6, 6868.	Brin, S. & Page, L. (1998). The anatomy of a large-scale hypertextual Web search engine. Proceedings of the 7th International Conference on World Wide Web (WWW7), 107–117. Elsevier.
Tên gọi khác	multiplex PageRank, layer-coupled PageRank, multilayer random walk centrality, MuxRank	PageRank, PR, Google PageRank, directed link analysis
Liên quan	5	5
Tóm tắt	Multilayer PageRank extends the classic PageRank random-walk centrality to networks that contain multiple interconnected layers — such as a social network where people are connected simultaneously via friendship, professional ties, and online platforms. By allowing a virtual walker to jump both within and across layers, the algorithm identifies nodes that are influential across the entire multilayer structure, not just within any single layer.	Directed PageRank is a link-based authority scoring algorithm that assigns importance scores to nodes in a directed graph by iteratively redistributing rank through outgoing edges. Introduced by Brin and Page in 1998 as the backbone of Google Search, it measures not just how many in-links a node has but how authoritative the nodes pointing to it are.