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Pusat Darjah Pelbagai Lapisan×Analisis Rangkaian Berbilang Lapisan×
BidangAnalisis RangkaianAnalisis Rangkaian
KeluargaMachine learningMachine learning
Tahun asal2013–20142014
PengasasKivelä, M.; De Domenico, M. et al.Kivela, M.; Boccaletti, S. et al.
JenisCentrality measure for multilayer networksStructural network model
Sumber perintisKivelä, 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 ↗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. DOI ↗
Aliasmultilayer degree, multiplex degree centrality, overlapping-layer degree centrality, MDCmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Berkaitan66
RingkasanMultilayer 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.Multiplex network analysis studies systems where the same set of nodes is connected by multiple distinct types of relationships, each represented as a separate network layer. By analyzing layers simultaneously rather than in isolation, it reveals how different relation types interact, reinforce each other, or compensate for one another across the same actors or entities.
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ScholarGateBandingkan kaedah: Multilayer Degree Centrality · Multiplex Network Analysis. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare