Corpus ID: 210023428

Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces

@article{Chen2020MonteCT,
  title={Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces},
  author={Yi-Ru Chen and Eugene Wu},
  journal={ArXiv},
  year={2020},
  volume={abs/2001.01902}
}
  • Yi-Ru Chen, Eugene Wu
  • Published in ArXiv 2020
  • Computer Science
  • Interactive tools like user interfaces help democratize data access for end-users by hiding underlying programming details and exposing the necessary widget interface to users. Since customized interfaces are costly to build, automated interface generation is desirable. SQL is the dominant way to analyze data and there already exists logs to analyze data. Previous work proposed a syntactic approach to analyze structural changes in SQL query logs and automatically generates a set of widgets to… CONTINUE READING

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