findings from github. methods, datasets and limitations - msr 2016 at icse
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Findings from GitHub. Methods, Datasets and Limitations
Valerio Cosentino, Javier L. Cánovas Izquierdo, Jordi Cabot
Flickr/BenNuttall
Motivation
Motivation
Motivation
Empirical Methods Employed
Dataset Used
Limitations Reported
Methodology
Motivation
Empirical Methods Employed
Dataset Used
Limitations Reported
Methodology
Discussion
Methodology
Methodology
Title || Abstract || Keywords || IndexTerms INCLUDES
“GitHub” OR “Git hub” OR “github”
Results
Flickr/mararle
Empirical Methods Employed
Datasets Used
Datasets Used
Datasets Used
Limitations Reported
Limitations Reported
Discussion
Flickr/KristinaAlexanderson
Discussion
Data Collection
Dataset Size
Replicability
Sampling
Longitudinal Studies
Variety of methodologies
Discussion
Data Collection
Dataset Size
Replicability
Sampling
Longitudinal Studies
Variety of methodologies
Freshness vs. Curation
Small-medium size
> 2/3 not providing dataset access
Most use non-probaility sampling
Scarcely used
Replication? Comparisons?
Flickr/JimRaffertyExcept where otherwise noted, content on this site is licensed under a Creative Commons Attribution 4.0 International license.
Thanks!
http://tinyurl.com/GitHub-SystRev-Papers
Some works might have been ignored
Subjetivity issues
Except where otherwise noted, content on this site is licensed under a Creative Commons Attribution 4.0 International license.
Discussion
Data Collection
Dataset Size
Replicability
Sampling
Longitudinal Studies
Variety of methodologies
Thanks!
http://tinyurl.com/GitHub-SystRev-Papers
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