Dataset Open Access

20200623-DOLA

Yasser Bourahla; Jérôme Euzenat; Manuel Atencia


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  "inLanguage": {
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  "description": "Experiment design <br><b>Agent adapt ontologies to agree on decision taking.</b><br>Hypothesis: <b>['Success rate converges to 1', ' Improve the average accuracy at the end of the experiment', ' Agents do not necessarily converge to the same ontology']</b><br>Experimental setting: <b>Agents learn decision trees (transformed into ontologies); get income from environment; adapt by splitting their leaf nodes.</b><br><br><b>Variables</b><br>independent variables: <b>['numberOfAgents', 'numberOfFeatures', 'numberOfClasses', 'ratio', 'sampleRatio']</b><br>dependent variables: <b>['ssrate', 'accuracy', 'distance']</b><br><br>link: <a href=\"http://sake.re/20200623-DOLA\">http://sake.re/20200623-DOLA</a>", 
  "license": "https://creativecommons.org/publicdomain/zero/1.0/legalcode", 
  "creator": [
    {
      "affiliation": "INRIA", 
      "@type": "Person", 
      "name": "Yasser Bourahla"
    }, 
    {
      "affiliation": "INRIA", 
      "@type": "Person", 
      "name": "J\u00e9r\u00f4me Euzenat"
    }, 
    {
      "affiliation": "UGA", 
      "@type": "Person", 
      "name": "Manuel Atencia"
    }
  ], 
  "url": "https://zenodo.org/record/4507546", 
  "datePublished": "2021-02-05", 
  "keywords": [
    "Multi-agent Simulation", 
    "Cultural Evolution"
  ], 
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  "identifier": "https://doi.org/10.5281/zenodo.4507546", 
  "@id": "https://doi.org/10.5281/zenodo.4507546", 
  "@type": "Dataset", 
  "name": "20200623-DOLA"
}
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