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משפחהMachine learningMachine learning
שנת המקור2013–20141978
הוגה השיטהKivelä, M.; De Domenico, M. et al.Freeman, L. C.
סוגCentrality measure for multilayer networksNode-level centrality measure
מקור מכונןKivelä, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗Freeman, L. C. (1978). Centrality in social networks: Conceptual clarification. Social Networks, 1(3), 215–239. DOI ↗
כינוייםmultilayer degree, multiplex degree centrality, overlapping-layer degree centrality, MDCnode degree, degree score, DC, connectivity centrality
קשורות66
תקצירMultilayer degree centrality extends the classic degree centrality measure to networks composed of multiple layers — such as networks representing different types of social ties, communication channels, or relationship contexts simultaneously. It quantifies how many connections a node has across one or all layers, revealing nodes that are influential not just in a single context but across the entire multi-relational structure.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.
ScholarGateמערך נתונים
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  1. v1
  2. 2 מקורות
  3. PUBLISHED

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ScholarGateהשוואת שיטות: Multilayer Degree Centrality · Degree Centrality. אוחזר בתאריך 2026-06-18 מתוך https://scholargate.app/he/compare