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
Link To Document