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Data Collection from Sando: Study of Recommendation Usage

We collected two data sets in order to answer the following research questions:

  • RQ1: How often do developers use Coronado’s recommendations during their normal work to improve their queries?
  • RQ2: Do developers seem satisfied with queries constructed from Coronado’s recommendations?
  • RQ3: Are Coronado’s recommendations more helpful to users that are not familiar with the source codebase?

Summary of Findings from Field Data

Summary of Data

Summary of Comparison of Field Data Against Lab Data

Comparison of Field and Lab Data