Login
Register
Reset Password
Publish & Distribute
Publishing Solutions
Distribution Solutions
Subjects
Architecture and Design
Arts
Business and Economics
Chemistry
Classical and Ancient Near Eastern Studies
Computer Sciences
Cultural Studies
Engineering
General Interest
Geosciences
History
Industrial Chemistry
Jewish Studies
Law
Library and Information Science, Book Studies
Life Sciences
Linguistics and Semiotics
Literary Studies
Materials Sciences
Mathematics
Medicine
Music
Pharmacy
Philosophy
Physics
Social Sciences
Sports and Recreation
Theology and Religion
Publications
Journals
Books
Proceedings
Publishers
Blog
Contact
Search
EUR
USD
GBP
English
English
Deutsch
Polski
Español
Français
Italiano
Cart
Home
Journals
Journal of Data and Information Science
Volume 5 (2020): Issue 1 (February 2020)
Open Access
Automatic Classification of Swedish Metadata Using Dewey Decimal Classification: A Comparison of Approaches
Koraljka Golub
Koraljka Golub
,
Johan Hagelbäck
Johan Hagelbäck
and
Anders Ardö
Anders Ardö
| Apr 22, 2020
Journal of Data and Information Science
Volume 5 (2020): Issue 1 (February 2020)
About this article
Previous Article
Next Article
Abstract
Article
Figures & Tables
References
Authors
Articles in this Issue
Preview
PDF
Cite
Share
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.