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Human-Machine Collaboration for Democratizing Data Science [article]

Clément Gautrais, Yann Dauxais, Stefano Teso, Samuel Kolb, Gust Verbruggen, Luc De Raedt
2020 arXiv   pre-print
It wants to democratize data science by allowing users to interact with standard spreadsheet software in order to perform and automate various data analysis tasks ranging from data wrangling, data selection  ...  Motivated by this observation we introduce a novel framework and system VisualSynth for human-machine collaboration in data science.  ...  This idea is captured in the following schema: spreadsheet + sketch    → data science task → spreadsheet + model    → new spreadsheet When explaining the different components of VisualSynth we shall  ... 
arXiv:2004.11113v1 fatcat:5ltzxqvmczhsfpclthm25zbi2e