Automated Dewey Decimal Classification of Swedish library metadata using Annif software - Golub, Koraljka; Suominen, Osma; Mohammed, Ahmed Taiye; Aagaard, Harriet; Osterman, Olof (Journal of documentation, 2024)
Keywords: Accuracy; Algorithms; Annif; Artificial Intelligence; Automated subject indexing; Automatic classification; Automation; Biblioteks- och informationsvetenskap; Classification; Computational Linguistics; Computer Interfaces; Computers; DDC; Dewey Decimal Classification; Documents; Ensemble approach; Government Libraries; Indexing; Information professionals; Information retrieval; International Organizations; Lexical algorithm; Library and Information Science; Library catalogs; Library Networks; Library of Congress Subject Headings; Libris; Machine learning; Metadata; National libraries; Neural networks; Numbers; Open source software; Qualitative analysis; Qualitative evaluation; Software; Software packages; Subject heading schemes; Subject indexing; Supervised machine learning; Supervision; Support vector machines; Text categorization; Libris; Qualitative evaluation; Automatic classification; DDC; Supervised machine learning; Lexical algorithm; Ensemble approach; Annif; Automated subject indexing