Samenvatting
In this demo, we showcase the ``Talking to your Data'' system. The key idea of this system is to support data governance and data mining in a novel way. We aim to bring the use of interpretable machine learning techniques closer to the business analysts by using natural language. We have developed a conversational agent and a data mining backend that supports the analysis of data. Our approach facilitates solving prediction tasks and also provides explanations for these predictions. Furthermore, we make possible the interaction for including the feedback of the business analysts in the models.
Originele taal-2 | English |
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Pagina's | 745-747 |
Aantal pagina's | 3 |
Status | Published - 2021 |
Evenement | 33rd Benelux Conference on Artificial Intelligence and 30th Belgian-Dutch Conference on Machine Learning: 33rd Benelux Conference on Artificial Intelligence and 30th Belgian-Dutch Conference on Machine Learning - Luxembourg, Luxembourg Duur: 10 nov 2021 → 12 nov 2021 https://bnaic2021.uni.lu/ |
Conference
Conference | 33rd Benelux Conference on Artificial Intelligence and 30th Belgian-Dutch Conference on Machine Learning |
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Verkorte titel | BNAIC/BeneLearn 2021 |
Land/Regio | Luxembourg |
Periode | 10/11/21 → 12/11/21 |
Internet adres |