Ground-Truth Deficiencies in Software Engineering: When Codifying the Past Can Be Counterproductive

doi:10.1109/MS.2021.3098670

Ground-Truth Deficiencies in Software Engineering: When Codifying the Past Can Be Counterproductive

2022-05-01

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María Teresa Baldassarre

DOI：10.1109/MS.2021.3098670

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In software engineering, the objective function of human decision makers might be influenced by many factors. Relying on historical data as the ground truth may give rise to systems that automate software engineering decisions by mimicking past suboptimal behavior. We describe the problem and offer some strategies.

Ground-Truth Deficiencies in Software Engineering: When Codifying the Past Can Be Counterproductive

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