Annif and Finto AI : Developing and Implementing Automated Subject Indexing

• Published in: JLIS.it : Italian journal of library and information science Vol. 13; no. 1; pp. 265 - 282
• Main Authors: Suominen, Osma, Lehtinen, Mona, Inkinen, Juho
• Format: Journal Article
• Language: English
• Published: Macerata EUM-Edizioni Università di Macerata 01.01.2022; University of Florence
• Subjects: Algorithms; Analysis; Artificial intelligence; Automated subject indexing; Controlled vocabularies; Indexing; Machine learning; Neural networks; Online databases; Technology application; Finland

Manually indexing documents for subject-based access is a labour-intensive process that can be automated using AI technology. Algorithms for text classification must be trained and tested with examples of indexed documents, which can be obtained from existing bibliographic databases and digital coll...