Samiksha: mining issue tracking system for contribution and performance assessment

  • Authors:
  • Ayushi Rastogi;Arpit Gupta;Ashish Sureka

  • Affiliations:
  • IIIT-D New Delhi, India;DTU New Delhi, India;IIIT-D New Delhi, India

  • Venue:
  • Proceedings of the 6th India Software Engineering Conference
  • Year:
  • 2013

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Abstract

Individual contribution and performance assessment is a standard practice conducted in organizations to measure the value addition by various contributors. Accurate measurement of individual contributions based on pre-defined objectives, roles and Key Performance Indicators (KPIs) is a challenging task. In this paper, we propose a contribution and performance assessment framework (called as Samiksha) in the context of Software Maintenance. The focus of the study presented in this paper is Software Maintenance Activities (such as bug fixing and feature enhancement) performed by bug reporters, bug triagers, bug fixers, software developers, quality assurance and project managers facilitated by an Issue Tracking System. We present the result of a survey that we conducted to understand practitioner's perspective and experience (specifically on the topic of contribution assessment for software maintenance professionals). We propose several performance metrics covering different aspects (such as number of bugs fixed weighted by priority and quality of bugs reported) and various roles (such as bug reporter and bug fixer). We conduct a series of experiments on Google Chromium Project data (extracting data from the issue tracker for Google Chromium Project) and present results demonstrating the effectiveness of our proposed framework.