Modularity and community detection in Semantic Similarity Networks trough Spectral Based Transformation and Markov Clustering.
Pietro Hiram GuzziSimone TrugliaMarianna MilanoPierangelo VeltriMario CannataroPublished in: BCB (2013)
Keyphrases
- community detection
- semantic similarity
- graph clustering
- complex networks
- network analysis
- community structure
- social networks
- co occurrence
- biological networks
- community detection algorithms
- real world networks
- similarity measure
- wordnet
- semantic information
- information diffusion
- cosine similarity
- clustering algorithm
- clustering method
- community discovery
- vector space model
- graph mining
- information networks
- bipartite networks
- link prediction
- semantic similarity computation
- sentence similarity
- semantically similar
- normalized cut
- k means
- real world social networks
- social network analysis
- visual similarity
- markov chain
- spectral clustering
- social media
- supervised learning
- collaborative filtering
- citation networks
- relational databases
- heterogeneous networks
- text mining