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Viacvrstvová miera centrality stupňa×Multilayer PageRank×
OdborAnalýza sietíAnalýza sietí
RodinaMachine learningMachine learning
Rok vzniku2013–20142015
TvorcaKivelä, M.; De Domenico, M. et al.De Domenico, M.; Sole-Ribalta, A.; Arenas, A. et al.
TypCentrality measure for multilayer networksCentrality measure (random-walk-based)
Pôvodný zdrojKivelä, 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 ↗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. DOI ↗
Ďalšie názvymultilayer degree, multiplex degree centrality, overlapping-layer degree centrality, MDCmultiplex PageRank, layer-coupled PageRank, multilayer random walk centrality, MuxRank
Príbuzné65
ZhrnutieMultilayer 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.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.
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ScholarGatePorovnať metódy: Multilayer Degree Centrality · Multilayer PageRank. Získané 2026-06-18 z https://scholargate.app/sk/compare