What is it about?

We combine software project data analytics with explanations from developers to identify the causes of wrong estimates in agile software development projects. Based on the findings we propose an improved version of the estimation process, and we observe an increase of estimates accuracy from 10% to 45%.

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Why is it important?

The findings reveal the benefits of combining automatic data analaytics on software project with the human domain knoweldge for process improvement pourposes.

Perspectives

Interactive data visualizations will make easier to combine software projects data analaytics with the human domain knoweldge, fostering measurement-driven process improvement.

Antonio Vetrò
Politecnico di Torino

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This page is a summary of: Combining Data Analytics with Team Feedback to Improve the Estimation Process in Agile Software Development, December 2018, De Gruyter,
DOI: 10.1515/fcds-2018-0016.
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