Corpus ID: 11440671

Supporting the Requirements Prioritization Process. A Machine Learning approach

  title={Supporting the Requirements Prioritization Process. A Machine Learning approach},
  author={P. Avesani and Cinzia Bazzanella and A. Perini and A. Susi},
  • P. Avesani, Cinzia Bazzanella, +1 author A. Susi
  • Published in SEKE 2004
  • Computer Science
  • Requirements prioritization plays a key role in the requirements engineering process, in particular with respect to critical tasks such as requirements negotiation and software release planning. This paper presents a novel framework which is based on a requirements prioritization process that interleaves human and machine activities, enabling for an accurate prioritization of requirements. Similarly to the Analytic Hierarchy Process (AHP) method, our framework adopts an elicitation process… CONTINUE READING
    34 Citations
    A Machine Learning Approach to Software Requirements Prioritization
    • 115
    A Machine Learning Approach to Software Requirements Prioritization S
    • PDF
    Facing scalability issues in requirements prioritization with machine learning techniques
    • 82
    • PDF
    PHandler: An expert system for a scalable software requirements prioritization process
    • 27
    • PDF
    Tool-supported requirements prioritization: Comparing the AHP and CBRank methods
    • 86
    • PDF
    An Empirical Study to Compare the Accuracy of AHP and CBRanking Techniques for Requirements Prioritization
    • 41
    RePizer: a framework for prioritization of software requirements
    • 8
    • Highly Influenced
    Software requirements prioritization and selection using linguistic tools and constraint solvers—a controlled experiment
    • 19
    A Hybrid Technique based on Standard SRS Modules for Software Requirement Prioritization
    • 2
    • PDF
    An approach for requirements prioritization based on tensor decomposition
    • 16


    The fundamentals of prioritising requirements
    • 57
    • PDF
    Quantitative WinWin: a new method for decision support in requirements negotiation
    • 98
    • PDF
    Case-Based Ranking for Decision Support Systems
    • 20
    • PDF
    Linking the Selection of Requirements to Market Value : A Portfolio-Based Approach Siv
    • 27
    Classification of research efforts in requirements engineering
    • P. Zave
    • Computer Science
    • ACM Comput. Surv.
    • 1997
    • 511
    • PDF
    Multi-criteria preference analysis for systematic requirements negotiation
    • H. In, David Olson, T. Rodgers
    • Engineering, Computer Science
    • Proceedings 26th Annual International Computer Software and Applications
    • 2002
    • 56
    • PDF
    Software requirements prioritizing
    • J. Karlsson
    • Engineering, Computer Science
    • Proceedings of the Second International Conference on Requirements Engineering
    • 1996
    • 234
    Fundamentals of the analytic network process — Dependence and feedback in decision-making with a single network
    • 375
    • Highly Influential
    Collaborative Case-Based Recommender Systems
    • 25
    An Efficient Boosting Algorithm for Combining Preferences
    • 2,077
    • PDF