Extractive text summarization of arabic multi-document using fuzzy C-means and Latent Dirichlet Allocation.
Ahmad T. Al-TaaniSami H. Al-SayadiPublished in: Int. J. Syst. Assur. Eng. Manag. (2024)
Keyphrases
- text summarization
- fuzzy c means
- latent dirichlet allocation
- topic models
- fuzzy clustering
- natural language processing
- generative model
- text mining
- clustering algorithm
- named entity recognition
- image segmentation
- information extraction
- multi document summarization
- clustering method
- question answering
- automatic summarization
- extractive summarization
- euclidean distance
- k means
- cluster analysis
- membership functions
- query expansion
- semi supervised
- training data
- machine learning
- data sets
- text documents
- markov random field
- expectation maximization
- knowledge discovery
- graph cuts
- natural language
- support vector
- information retrieval