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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....
Flickr/JimRafferty
Except where otherwise noted, content on this site is licensed under a Creative Commons Attribution 4.0...
Except where otherwise noted, content on this site is licensed under a Creative Commons Attribution 4.0 International lice...
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Findings from GitHub. Methods, Datasets and Limitations

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Slides of my presentation at Mining Software Repositories conference (MSR'16) of the paper "Findings from GitHub. Methods, Datasets and Limitations" co-authored with Valerio Cosentino and Jordi Cabot

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Findings from GitHub. Methods, Datasets and Limitations

  1. 1. Valerio Cosentino, Javier L. Cánovas Izquierdo, Jordi Cabot Flickr/BenNuttall
  2. 2. Motivation
  3. 3. Motivation
  4. 4. Motivation Empirical Methods Employed Dataset Used Limitations Reported Methodology
  5. 5. Motivation Empirical Methods Employed Dataset Used Limitations Reported Methodology Discussion
  6. 6. Methodology
  7. 7. Methodology Title || Abstract || Keywords || IndexTerms INCLUDES “GitHub” OR “Git hub” OR “github”
  8. 8. Results Flickr/mararle
  9. 9. Empirical Methods Employed
  10. 10. Datasets Used
  11. 11. Datasets Used
  12. 12. Datasets Used
  13. 13. Limitations Reported
  14. 14. Limitations Reported
  15. 15. Discussion Flickr/KristinaAlexanderson
  16. 16. Discussion Data Collection Dataset Size Replicability Sampling Longitudinal Studies Variety of methodologies
  17. 17. 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?
  18. 18. Flickr/JimRafferty Except 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
  19. 19. 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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