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Mit Machine Learning auf der Suche nach Provenienzen – ein Use Case der Bildklassifikation an der Österreichischen Nationalbibliothek.

Authors :
Krickl, Martin
Mayer, Simon
Zangger, Emanuel
Source :
Bibliothek Forschung und Praxis. Apr2022, Vol. 46 Issue 1, p227-238. 12p.
Publication Year :
2022

Abstract

Artificial Intelligence offers a wide range of opportunities in the library domain. Among other applications, machine learning methods are suitable for discovery in digitised historical book collections. This article presents two examples for the use of machine learning in provenance research about collections of the Austrian National Library. We have used Convolutional Neural Networks as binary image classifiers. We also want to demonstrate that simple settings can already yield good results. [ABSTRACT FROM AUTHOR]

Details

Language :
German
ISSN :
03414183
Volume :
46
Issue :
1
Database :
Academic Search Index
Journal :
Bibliothek Forschung und Praxis
Publication Type :
Academic Journal
Accession number :
156157840
Full Text :
https://doi.org/10.1515/bfp-2021-0090