• DocumentCode
    3712460
  • Title

    Spreadsheet interfaces for usable machine learning

  • Author

    Advait Sarkar

  • Author_Institution
    Computer Laboratory, University of Cambridge, 15 JJ Thomson Avenue, United Kingdom
  • fYear
    2015
  • Firstpage
    283
  • Lastpage
    284
  • Abstract
    In the 21st century, it is common for people of many professions to have interesting datasets to which machine learning models may be usefully applied. However, they are often unable to do so due to the lack of usable tools for statistical non-experts. We present a line of research into using the spreadsheet - already familiar to end-users as a paradigm for data manipulation - as a usable interface which lowers the statistical and computing knowledge barriers to building and using these models.
  • Keywords
    "Visualization","Computational modeling","Google"
  • Publisher
    ieee
  • Conference_Titel
    Visual Languages and Human-Centric Computing (VL/HCC), 2015 IEEE Symposium on
  • Type

    conf

  • DOI
    10.1109/VLHCC.2015.7357228
  • Filename
    7357228