قارن الطرق

	PageRank الموجه	مركزية الدرجة
المجال	تحليل الشبكات	تحليل الشبكات
العائلة	Machine learning	Machine learning
سنة النشأة	1998	1978
صاحب الطريقة	Brin, S. & Page, L.	Freeman, L. C.
النوع	Iterative authority-scoring algorithm	Node-level centrality measure
المصدر التأسيسي	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.	Freeman, L. C. (1978). Centrality in social networks: Conceptual clarification. Social Networks, 1(3), 215–239.
الأسماء البديلة	PageRank, PR, Google PageRank, directed link analysis	node degree, degree score, DC, connectivity centrality
ذات صلة	5	6
الملخص	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.	Degree centrality is the simplest and most intuitive measure of a node's importance in a network, defined as the number of direct ties a node has to other nodes. Normalized by dividing by the maximum possible ties, it allows comparison across networks of different sizes and is the starting point of almost every network analysis.