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<h5>Description:</h5>
<p>The Decision Model and Notation (DMN) standard is a user-friendly notation standard for decision logic. It is easily readably by everyone involved in &ldquo;decision management&rdquo;, such as business people, IT experts and business analysts. However, the current usage of DMN &ndash; in which every model only has one way of executing it &ndash; does not make use of its full potential.</p>
<p>DMN-IDP combines a DMN modeler with the IDP knowledge base system as an execution engine, thereby &ldquo;unlocking&rdquo; more usages for a DMN model. After creating a DMN model, the user can interact with it via the IDP-based Interactive Consultant interface, allowing for flexibly yet user-friendly execution of DMN models. The features of DMN-IDP are:</p>
<ul>
<li>&ldquo;Standard&rdquo; DMN usage</li>
<li>Reasoning in any direction</li>
<li>Reasoning with incomplete information</li>
<li>Optimization of values</li>
<li>Explanation of decisions made by the system</li>
</ul>
<p>In this way, DMN models become useable in more situations, removing the need to build specific models for every target output in a case.&nbsp;</p>

<h5>More Information:</h5>
<ul>
<li><strong>Grand Challenge/Workpackage(s)</strong>: <a href="/nl/onderzoek/onderzoeksuitdagingen-2019-2023/ai-driven-data-science"[entry:58:/onderzoek/onderzoeksutidagingen-2019-2023/ai-driven-data-science]data-entry-id="58" target="_blank" rel="noopener">GC1</a> - WP2</li>
<li><strong>Responsible Research Lead</strong>: <a href="mailto:Joost.vennekens@kuleuven.be" target="_blank" rel="noopener">Joost Vennekens</a></li>
<li><strong>Authors</strong>: <a href="mailto:s.vandevelde@kuleuven.be" target="_blank" rel="noopener">Simon Vandevelde</a></li>
<li><strong>Programming Language</strong>: Python, Typescript</li>
<li><a href="https://dmn-idp.herokuapp.com/" target="_blank" rel="noopener">Link to the website</a></li>
<li><a href="https://gitlab.com/EAVISE/cdmn/DMN-IDP" target="_blank" rel="noopener">Link to the repository</a></li>
<li><strong>Categories</strong>: Symbolic AI</li>
</ul>

<h5>Publications:</h5>
<ul>
<li>
<p>S. Vandevelde, J. Vennekens, "<a href="https://www.researchgate.net/publication/346016725_A_Multifunctional_Interactive_DMN_Decision_Modelling_Tool" target="_blank" rel="noopener">A multifunctional, interactive DMN decision modelling tool</a>", BNAIC/BENELEARN 2020.</p>
</li>
</ul>