Multisubject analysis and classification of books and book collections, based on a subject term vocabulary and the Latent Dirichlet Allocation - Makris, N.; Mitrou, N. (IEEE access, 2023)
Keywords: Artificial Intelligence; Classification; Classification Algorithms; Digital Libraries; Dirichlet problem; Documents; E-books; Ensemble learning; Flattening; Formulas (mathematics); Latent Dirichlet Allocation; Mixtures; Multi-subject Classification; Physical sciences; Probabilistic logic; Probabilistic models; Probability distribution; Recurrent neural networks; Resource management; Statistical analysis; Statistical Natural Language Processing; Subject Headings; Task analysis; University Coursebooks; Vocabulary