Talking to your Data: Interactive and interpretable data mining through a conversational agent

Isel Grau, Luis Daniel Hernandez, Astrid Sierens, Simeon Michel, Nico Sergeyssels, Catherine Middag, Vicky Froyen, Ann Nowé

Research output: Chapter in Book/Report/Conference proceedingConference paper

Abstract

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.
Original languageEnglish
Title of host publicationProceedings of the 33rd Benelux Conference on Artificial Intelligence and the 30th Belgian-Dutch Conference on Machine Learning BNAIC/BeneLearn 2021
Pages745-747
Number of pages3
Publication statusPublished - 2021
Event33rd Benelux Conference on Artificial Intelligence and 30th Belgian-Dutch Conference on Machine Learning - , Luxembourg
Duration: 10 Nov 202112 Nov 2021
https://bnaic2021.uni.lu/

Conference

Conference33rd Benelux Conference on Artificial Intelligence and 30th Belgian-Dutch Conference on Machine Learning
Abbreviated titleBNAIC/BeneLearn 2021
CountryLuxembourg
Period10/11/2112/11/21
Internet address

Bibliographical note

Best Demo Award BNAIC/Benelearn 2021

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