Working paper Open Access

Classifieur de titres utilisant les données du moteur de recherche ISIDORE et l'API Keras

POUYLLAU, Stéphane


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    "title": "Classifieur de titres utilisant les donn\u00e9es du moteur de recherche ISIDORE et l'API Keras", 
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    "notes": "Jupyter notebook is available at https://gitlab.huma-num.fr/spouyllau/isidore-jupyter. An english version is available at https://doi.org/10.5281/zenodo.3994126", 
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    "subjects": [
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        "term": "Apprentissage profond", 
        "scheme": "url", 
        "identifier": "https://data.bnf.fr/ark:/12148/cb17706295v"
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        "term": "Machine Learning", 
        "scheme": "url", 
        "identifier": "http://id.loc.gov/authorities/subjects/sh85079324"
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    "keywords": [
      "Deep Learning", 
      "sciences humaines et sociales", 
      "ISIDORE", 
      "Apprentissage profond", 
      "Classifieur de text", 
      "histoire"
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    "publication_date": "2020-08-19", 
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    "description": "<p>Ce document pr&eacute;sente la cr&eacute;ation d&rsquo;un classifieur de texte permettant de pr&eacute;dire l&rsquo;ap- partenance disciplinaire de titres d&rsquo;ouvrages ou d&rsquo;articles en sciences humaines et sociales. Il met en &oelig;uvre ISIDORE et l&rsquo;API Keras pour l&rsquo;apprentissage profond (Deep Learning).</p>"
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