For the statistical concept, see Central tendency.
Part of a series on
Network science
Theory
Graph
Complex network
Contagion
Small-world
Scale-free
Community structure
Percolation
Evolution
Controllability
Graph drawing
Social capital
Link analysis
Optimization
Reciprocity
Closure
Homophily
Transitivity
Preferential attachment
Balance theory
Network effect
Social influence
Network types
Informational (computing)
Telecommunication
Transport
Social
Scientific collaboration
Biological
Artificial neural
Interdependent
Semantic
Spatial
Dependency
Flow
on-Chip
Graphs
Features
Clique
Component
Cut
Cycle
Data structure
Edge
Loop
Neighborhood
Path
Vertex
Adjacency list / matrix
Incidence list / matrix
Types
Bipartite
Complete
Directed
Hyper
Labeled
Multi
Random
Weighted
Metrics
Algorithms
Centrality
Degree
Motif
Clustering
Degree distribution
Assortativity
Distance
Modularity
Efficiency
Models
Topology
Random graph
Erdős–Rényi
Barabási–Albert
Bianconi–Barabási
Fitness model
Watts–Strogatz
Exponential random (ERGM)
Random geometric (RGG)
Hyperbolic (HGN)
Hierarchical
Stochastic block
Blockmodeling
Maximum entropy
Soft configuration
LFR Benchmark
Dynamics
Boolean network
agent based
Epidemic/SIR
Lists
Categories
Topics
Software
Network scientists
Category:Network theory
Category:Graph theory
v
t
e
In graph theory and network analysis, indicators of centrality assign numbers or rankings to nodes within a graph corresponding to their network position. Applications include identifying the most influential person(s) in a social network, key infrastructure nodes in the Internet or urban networks, super-spreaders of disease, and brain networks.[1][2] Centrality concepts were first developed in social network analysis, and many of the terms used to measure centrality reflect their sociological origin.[3]
^van den Heuvel MP, Sporns O (December 2013). "Network hubs in the human brain". Trends in Cognitive Sciences. 17 (12): 683–96. doi:10.1016/j.tics.2013.09.012. PMID 24231140. S2CID 18644584.
^Saberi M, Khosrowabadi R, Khatibi A, Misic B, Jafari G (January 2021). "Topological impact of negative links on the stability of resting-state brain network". Scientific Reports. 11 (1): 2176. Bibcode:2021NatSR..11.2176S. doi:10.1038/s41598-021-81767-7. PMC 7838299. PMID 33500525.
^Newman, M.E.J. 2010. Networks: An Introduction. Oxford, UK: Oxford University Press.
brain networks. Centrality concepts were first developed in social network analysis, and many of the terms used to measure centrality reflect their sociological...
In graph theory, betweenness centrality is a measure of centrality in a graph based on shortest paths. For every pair of vertices in a connected graph...
In graph theory, the Katz centrality or alpha centrality of a node is a measure of centrality in a network. It was introduced by Leo Katz in 1953 and...
have high scores. Google's PageRank and the Katz centrality are variants of the eigenvector centrality. For a given graph G := ( V , E ) {\displaystyle...
In a connected graph, closeness centrality (or closeness) of a node is a measure of centrality in a network, calculated as the reciprocal of the sum of...
Random walk closeness centrality is a measure of centrality in a network, which describes the average speed with which randomly walking processes reach...
Central America is a subregion of North America. Its political boundaries are defined as bordering Mexico to the north, Colombia to the south, the Caribbean...
American Central Time Zone (CT) is a time zone in parts of Canada, the United States, Mexico, Central America and some Caribbean islands. Central Time Zone...
measures of centrality are degree centrality, closeness centrality, betweenness centrality, eigenvector centrality, and katz centrality. The objective...
Mumbai South Central Lok Sabha constituency (formerly, Bombay South Central Lok Sabha constituency) is one of the 48 Lok Sabha (parliamentary) constituencies...
the place of Central Asia in the world history was marginalised, contemporary historiography has rediscovered the "centrality" of the Central Asia. The history...
PubMed Central (PMC) is a free digital repository that archives open access full-text scholarly articles that have been published in biomedical and life...
A central bank, reserve bank, national bank, or monetary authority is an institution that manages the currency and monetary policy of a country or monetary...
Central European Time (CET) is a standard time of Central, and parts of Western Europe, which is one hour ahead of Coordinated Universal Time (UTC). The...
between prestige and centrality is that the measure of prestige counts for a complete website or an author, whereas centrality can be considered on a...
The Central African Republic (CAR), formerly known as Ubangi-Shari, is a landlocked country in Central Africa. It is bordered by Chad to the north, Sudan...
Central European Summer Time (CEST, UTC+02:00), sometimes referred to as Central European Daylight Time (CEDT), is the standard clock time observed during...
Grand Central Terminal (GCT; also referred to as Grand Central Station or simply as Grand Central) is a commuter rail terminal located at 42nd Street...
Different views of Central Europe Central Europe is a geographical region of Europe between Eastern, Southern, Western and Northern Europe. Central Europe is known...
The North Central Association of Colleges and Schools (NCA), also known as the North Central Association, was a membership organization, consisting of...
charged particle multiplicity being used as a common measure of collision centrality, as charged particles are much easier to detect than uncharged particles...
Lucknow Central is a constituency of the Uttar Pradesh Legislative Assembly covering the city of Central part of Lucknow in the Lucknow district of Uttar...
Central and Eastern Europe is a geopolitical term encompassing the countries in Northeast Europe (primarily the Baltics), Central Europe, Eastern Europe...
The Secretariat of the Central Committee of the Communist Party of the Soviet Union (CPSU) was responsible for managing and directing the day-to-day operations...
Dubai South (formerly known as Dubai World Central) is a city that was under construction in Dubai, United Arab Emirates in 2006, planned to be an economic...
The phrase is frequently used by Muslims of every background due to its centrality in the texts of the Quran and Hadith, the words of the Islamic prophet...