Optimization of scientific publications clustering with ensemble approach for topic extraction.
Mohammed Azmi Al-BetarAmmar Kamal AbasiGhazi Al-NaymatKamran ArshadSharif Naser MakhadmehPublished in: Scientometrics (2023)
Keyphrases
- topic extraction
- scientific publications
- document clustering
- text analysis
- text mining
- document classification
- clustering algorithm
- clustering method
- topic modeling
- k means
- latent dirichlet allocation
- cluster analysis
- blog entries
- unsupervised learning
- metadata
- linked data
- scientific literature
- document collections
- data sets
- topic models
- database
- generative model
- expert systems
- knowledge base
- web pages
- artificial intelligence
- real world