A novel approach for clustering Chinese blogs by embedded sentiment based on graph similarity.
Jun PangDongping XuShi FengFeng YangDaling WangPublished in: FSKD (2010)
Keyphrases
- similarity graph
- normalized cut
- graph theoretic
- similarity matrix
- graph clustering
- similarity function
- graph partitioning
- spectral clustering
- clustering method
- clustering algorithm
- similarity measure
- similarity calculation
- dissimilarity measure
- similarity scores
- distance metric
- graph theory
- proximity measures
- graph model
- similar objects
- data clustering
- sentiment analysis
- graph construction
- social media
- image segmentation
- document clustering
- similarity computation
- random walk
- k means
- sentiment classification
- public opinion
- social networks
- weighted graph
- bipartite graph
- unsupervised learning
- distance measure
- clustering quality
- graph structure
- graph matching
- data objects
- cluster analysis
- community discovery
- pairwise similarities
- pairwise
- search engine
- mutual reinforcement
- sentiment polarity