Modeling document labels using Latent Dirichlet allocation for archived documents in Integrated Quality Assurance System (IQAS).
Freddie PrianesThelma D. PalaoagPublished in: F1000Research (2023)
Keyphrases
- latent dirichlet allocation
- quality assurance
- latent topics
- topic discovery
- lda model
- topic models
- document similarity
- probabilistic topic models
- topic modeling
- text documents
- latent dirichlet
- latent semantic analysis
- topic extraction
- quality control
- statistical topic models
- text mining
- information retrieval
- document clustering
- document collections
- document classification
- generative model
- gibbs sampling
- text analysis
- monitoring system
- document representation
- software testing
- text classification
- quality assessment
- probabilistic model
- document retrieval
- retrieval systems
- keywords
- software development
- web documents
- generative process
- information retrieval systems
- co occurrence
- vector space model
- semantic information
- training data
- word sense
- pairwise
- machine learning
- query terms
- artificial intelligence
- digital libraries
- xml documents
- software quality
- wordnet
- test cases
- relevant documents
- data mining