Modularity and community detection in Semantic Similarity Networks trough Spectral Based Transformation and Markov Clustering.
Pietro Hiram GuzziMarco MinaConcettina GuerraMario CannataroPublished in: BCB (2013)
Keyphrases
- community detection
- semantic similarity
- graph clustering
- complex networks
- network analysis
- community structure
- social networks
- co occurrence
- community detection algorithms
- real world networks
- cosine similarity
- similarity measure
- biological networks
- wordnet
- semantic similarity computation
- semantic information
- link prediction
- vector space model
- community discovery
- clustering algorithm
- k means
- information networks
- semantically similar
- bipartite networks
- clustering method
- networked data
- graph mining
- sentence similarity
- overlapping communities
- information diffusion
- social network analysis
- visual similarity
- relational databases
- real world social networks
- network structure
- spectral clustering
- massive graphs
- artificial intelligence
- natural language
- text mining
- text classification
- machine learning
- document clustering