2 research outputs found
National Digital Library Initiative In Korea
In order to create a library use environment adequate for the Digital Age, the
National Library of Korea has created a physical structure which provides
collection, organization, preservation and information viewing services and the
Dibrary portal which is an integrative search environment of digital resources.
The National Library of Korea has prepared selection policy for the collection of
digital resources and established a cooperative network for the sharing of
digital information to lead cooperative works between domestic and foreign
institutions and provide 116 million numbers of digital contents via Dibrary
main portal and 4 sub portals (Regional, Policy Information, Multicultural and
portal for the Disable)
Machine Learning Algorithm for the Scansion of Old Saxon Poetry
Several scholars designed tools to perform the automatic scansion of poetry in many languages, but none of these tools
deal with Old Saxon or Old English. This project aims to be a first attempt to create a tool for these languages. We
implemented a Bidirectional Long Short-Term Memory (BiLSTM) model to perform the automatic scansion of Old Saxon
and Old English poems. Since this model uses supervised learning, we manually annotated the Heliand manuscript, and
we used the resulting corpus as labeled dataset to train the model. The evaluation of the performance of the algorithm
reached a 97% for the accuracy and a 99% of weighted average for precision, recall and F1 Score. In addition, we tested
the model with some verses from the Old Saxon Genesis and some from The Battle of Brunanburh, and we observed that
the model predicted almost all Old Saxon metrical patterns correctly misclassified the majority of the Old English input
verses