Working paper Open Access

A classifier using ISIDORE, the social and humanities search engine and Keras API for Deep Learning

POUYLLAU, Stéphane


JSON-LD (schema.org) Export

{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "about": [
    {
      "@id": "http://id.loc.gov/authorities/subjects/sh85079324", 
      "@type": "CreativeWork"
    }, 
    {
      "@id": "https://data.bnf.fr/ark:/12148/cb17706295v", 
      "@type": "CreativeWork"
    }
  ], 
  "description": "<p>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.</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "CNRS", 
      "@id": "https://orcid.org/0000-0002-9619-1002", 
      "@type": "Person", 
      "name": "POUYLLAU, St\u00e9phane"
    }
  ], 
  "headline": "A classifier using ISIDORE, the social and humanities search engine and Keras API for Deep Learning", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2020-08-19", 
  "hasPart": [
    {
      "@id": "https://gitlab.huma-num.fr/spouyllau/isidore-jupyter", 
      "@type": "CreativeWork"
    }
  ], 
  "version": "V1", 
  "url": "https://zenodo.org/record/3994126", 
  "keywords": [
    "Deep Learning", 
    "social sciences", 
    "humanities", 
    "ISIDORE", 
    "Keras", 
    "text classifier"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3994126", 
  "@id": "https://doi.org/10.5281/zenodo.3994126", 
  "@type": "ScholarlyArticle", 
  "name": "A classifier using ISIDORE, the social and humanities search engine and Keras API for Deep Learning"
}
139
86
views
downloads
All versions This version
Views 139139
Downloads 8686
Data volume 32.2 MB32.2 MB
Unique views 124124
Unique downloads 8383

Share

Cite as