Published August 19, 2020
| Version V1
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A classifier using ISIDORE, the social and humanities search engine and Keras API for Deep Learning
Description
This document presents the creation of a text classifier to predict the disciplinary affiliation of titles (from books or articles) in the humanities and social sciences. It implements ISIDORE and Keras API for Deep Learning.
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Classifieur Keras utilisant ISIDORE-en.pdf
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Additional details
Related works
- Has part
- Dataset: https://gitlab.huma-num.fr/spouyllau/isidore-jupyter (URL)
- Is supplemented by
- Working paper: 10.5281/zenodo.3991994 (DOI)
Subjects
- Machine Learning
- http://id.loc.gov/authorities/subjects/sh85079324
- Apprentissage profond
- https://data.bnf.fr/ark:/12148/cb17706295v