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AI in Software Effort Estimation

  • Nevena Rankovic,
  • Dragica Ranković,
  • Mirjana Ivanovic,
  • Ljubomir Lazić

摘要

This chapter delves into AI’s application in software effort and cost estimation, beginning with the foundational concepts of estimation. It highlights the challenges faced during various phases of the software development lifecycle, from planning to maintenance. The chapter also provides an overview of traditional estimation methods and explores how AI techniques enhance these processes. Finally, it addresses the common challenges in validating AI-based estimation tools, offering solutions to ensure accuracy and reliability.