Q: Modularity
In SemNeT: Methods and Measures for Semantic Network Analysis
Q R Documentation
Modularity
Description
Computes a global modularity measure (Q) using the Louvain community detection algorithm
Usage
Q(A)
Arguments
A
An adjacency matrix of network data
Value
Returns Q or a measure of how well the communities in the network are compartmentalized
Author(s)
Alexander Christensen <alexpaulchristensen@gmail.com>
References
Blondel, V. D., Guillaume, J. L., Lambiotte, R., & Lefebvre, E. (2008).
Fast unfolding of communities in large networks.
Journal of Statistical Mechanics: Theory and Experiment, 2008, P10008.
Rubinov, M., & Sporns, O. (2010).
Complex network measures of brain connectivity: Uses and interpretations.
NeuroImage, 52, 1059-1069.
Examples
# Pearson's correlation only for CRAN checks
A <- TMFG(similarity(sim.fluency(100), method = "cor"))
modularity <- Q(A)
SemNeT documentation built on Aug. 12, 2023, 5:06 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| Q | R Documentation |
Modularity
Description
Computes a global modularity measure (Q) using the Louvain community detection algorithm
Usage
Q(A)
Arguments
A |
An adjacency matrix of network data |
Value
Returns Q or a measure of how well the communities in the network are compartmentalized
Author(s)
Alexander Christensen <alexpaulchristensen@gmail.com>
References
Blondel, V. D., Guillaume, J. L., Lambiotte, R., & Lefebvre, E. (2008). Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment, 2008, P10008.
Rubinov, M., & Sporns, O. (2010). Complex network measures of brain connectivity: Uses and interpretations. NeuroImage, 52, 1059-1069.
Examples
# Pearson's correlation only for CRAN checks
A <- TMFG(similarity(sim.fluency(100), method = "cor"))
modularity <- Q(A)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.