Dataset Open Access

20200623-DOLA

Yasser Bourahla; Jérôme Euzenat; Manuel Atencia


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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.4507546", 
  "language": "eng", 
  "title": "20200623-DOLA", 
  "issued": {
    "date-parts": [
      [
        2021, 
        2, 
        5
      ]
    ]
  }, 
  "abstract": "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>", 
  "author": [
    {
      "family": "Yasser Bourahla"
    }, 
    {
      "family": "J\u00e9r\u00f4me Euzenat"
    }, 
    {
      "family": "Manuel Atencia"
    }
  ], 
  "type": "dataset", 
  "id": "4507546"
}
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