Integrating semantic similarity with Dirichlet multinomial mixture model for enhanced web service clustering.
Neha AgarwalGeeta SikkaLalit Kumar AwasthiPublished in: Knowl. Inf. Syst. (2024)
Keyphrases
- mixture model
- semantic similarity
- dirichlet distribution
- em algorithm
- mixture modeling
- expectation maximization
- unsupervised learning
- dirichlet prior
- probabilistic model
- density estimation
- model based clustering
- gaussian mixture model
- co occurrence
- k means
- similarity measure
- generative model
- maximum likelihood
- wordnet
- vector space model
- clustering method
- semantic information
- semantic similarity computation
- exponential family
- clustering algorithm
- model selection
- discrete data
- semantic relationships
- language model
- document clustering
- text classification
- supervised learning
- knn
- probabilistic mixture model
- pairwise
- high level