Document (#43725)

Author
Asula, M.
Makke, J.
Freienthal, L.
Kuulmets, H.-A.
Sirel, R.
Title
Kratt: developing an automatic subject indexing tool for the National Library of Estonia : how to transfer metadata information among work cluster members
Source
Cataloging and classification quarterly. 59(2021) no.8, p.775-793
Year
2021
Abstract
Manual subject indexing in libraries is a time-consuming and costly process and the quality of the assigned subjects is affected by the cataloger's knowledge on the specific topics contained in the book. Trying to solve these issues, we exploited the opportunities arising from artificial intelligence to develop Kratt: a prototype of an automatic subject indexing tool. Kratt is able to subject index a book independent of its extent and genre with a set of keywords present in the Estonian Subject Thesaurus. It takes Kratt approximately one minute to subject index a book, outperforming humans 10-15 times. Although the resulting keywords were not considered satisfactory by the catalogers, the ratings of a small sample of regular library users showed more promise. We also argue that the results can be enhanced by including a bigger corpus for training the model and applying more careful preprocessing techniques.
Content
Vgl.: https://doi.org/10.1080/01639374.2021.1998283.
Footnote
Teil eines Themenheftes: Artificial intelligence (AI) and automated processes for subject sccess
Theme
Automatisches Indexieren
Location
Estland

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