July 2016
Beginner to intermediate
408 pages
10h 58m
English
book
Perspectives on Data Science for Software Engineering
by Tim Menzies, Laurie Williams, Thomas Zimmermann
Content preview from Perspectives on Data Science for Software Engineering
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Look for state transitions in temporal data
R. Holmes University of British Columbia, Vancouver, Canada
Abstract
A group of scientists sit down on a nice sunny day to examine a large tabular data set they have experimentally gathered. The first order of business is to figure out what program they should use for analysis; should they use Excel? OpenOffice? R? An online collaborative spreadsheet? Resolving the matter to everyone’s satisfaction takes an hour. Next they tackle the column names: should they be all caps? Can they contain spaces? Should they be short, or should they be descriptive? Agreeing to a naming scheme takes another 3 h.
Keywords
Bikeshedding; State-transition diagram; Unexpected edges; Code reviews
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