Automatic Classification of Swedish Metadata Using Dewey Decimal Classification: A Comparison of Approaches

Article Category: Research Paper

Published Online: Apr 22, 2020

Page range: 18 - 38

Received: Feb 04, 2020

Accepted: Mar 25, 2020

DOI: https://doi.org/10.2478/jdis-2020-0003

Keywords

LIBRIS, Dewey Decimal Classification, Automatic classification, Machine learning, Support Vector Machine, Multinomial Naïve Bayes, Simple linear network, Standard neural network, 1D convolutional neural network, Recurrent neural network, Word embeddings, String matching

© 2020 Koraljka Golub et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.