Dataset Open Access

20200623-DOLA

Yasser Bourahla; Jérôme Euzenat; Manuel Atencia


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    <subfield code="a">Experiment design &lt;br&gt;&lt;b&gt;Agent adapt ontologies to agree on decision taking.&lt;/b&gt;&lt;br&gt;Hypothesis: &lt;b&gt;['Success rate converges to 1', ' Improve the average accuracy at the end of the experiment', ' Agents do not necessarily converge to the same ontology']&lt;/b&gt;&lt;br&gt;Experimental setting: &lt;b&gt;Agents learn decision trees (transformed into ontologies); get income from environment; adapt by splitting their leaf nodes.&lt;/b&gt;&lt;br&gt;&lt;br&gt;&lt;b&gt;Variables&lt;/b&gt;&lt;br&gt;independent variables: &lt;b&gt;['numberOfAgents', 'numberOfFeatures', 'numberOfClasses', 'ratio', 'sampleRatio']&lt;/b&gt;&lt;br&gt;dependent variables: &lt;b&gt;['ssrate', 'accuracy', 'distance']&lt;/b&gt;&lt;br&gt;&lt;br&gt;link: &lt;a href="http://sake.re/20200623-DOLA"&gt;http://sake.re/20200623-DOLA&lt;/a&gt;</subfield>
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