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 :
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