Dimensionality of social networks using motifs and eigenvalues.
Anthony BonatoDavid F. GleichMyunghwan KimDieter MitschePawel PralatAmanda TianStephen J. YoungPublished in: CoRR (2014)
Keyphrases
- social networks
- high dimensional
- social network analysis
- dimensionality reduction
- social networking
- intrinsic dimensionality
- covariance matrix
- social interaction
- feature space
- motif discovery
- high dimensionality
- online social networks
- biological sequences
- complex networks
- social media
- principal components
- community detection
- information diffusion
- dna sequences
- social network data
- high dimensional spaces
- viral marketing
- network motifs
- eigenvalues and eigenvectors
- principal component analysis
- singular values
- rule discovery
- social influence
- neural network
- network structure