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Conversational Data Exploration: A Game-Changer for Designing Data Science Pipelines

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arxiv 2311.06695 v1 pith:ALWZNGVD submitted 2023-11-12 cs.HC cs.AIcs.DB

Conversational Data Exploration: A Game-Changer for Designing Data Science Pipelines

Genoveva Vargas-Solar , Tania Cerquitelli , Javier A. Espinosa-Oviedo , Fran\c{c}ois Cheval , Anthelme Buchaille , Luca Polgar This is my paper
classification cs.HC cs.AIcs.DB
keywords datachatinconversationalexplorationsciencesolutionsaccessai-driven
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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This paper proposes a conversational approach implemented by the system Chatin for driving an intuitive data exploration experience. Our work aims to unlock the full potential of data analytics and artificial intelligence with a new generation of data science solutions. Chatin is a cutting-edge tool that democratises access to AI-driven solutions, empowering non-technical users from various disciplines to explore data and extract knowledge from it.

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