Proceedings ArticleDOI
Selection of prioritization technique for software requirement using Fuzzy Logic and Decision Tree
Swati Dhingra,G. Savithri,Meghna Madan,Manjula R +3 more
- pp 1-11
TLDR
A framework for selection of prioritization technique using fuzzy based rule engine is discussed and the developed framework could be beneficial to requirements engineer during requirement analysis phase.Abstract:
Requirement prioritization for software products is one of the most important activities in software development. Prioritization is a critical step towards making great choices with respect to product planning for single and multiple releases. There are numerous requirement prioritization techniques and selecting the most appropriate one is a challenging task. In this paper a framework for selection of prioritization technique using fuzzy based rule engine is discussed. Here, the user inputs the characteristic value of the prioritized factor as input and on the basis of the fuzzy rules formed; most appropriate prioritization technique is predicted. Various prioritization techniques like AGORA, AHP, Win-Win etc. are considered against factors like consistency, priority etc. and the best approach is anticipated. Later the results are validated using Decision Tree approach. The developed framework could be beneficial to requirements engineer during requirement analysis phase.read more
Citations
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Proceedings ArticleDOI
A Bird's Eye View on Requirements Engineering and Machine Learning
TL;DR: The impact of ML can be observed in requirement elicitation, analysis and specification, validation and management, and lessons learned are outlined and possible future directions for the domain are envisioned.
Journal ArticleDOI
A Hybrid Approach for Requirements Prioritization Using LFPP and ANN
TL;DR: In this article, a MCDM model for requirements prioritization is introduced and the test was conducted on MATLAB software and result evaluated on fuzzy comparison matrix with three supplier selection criteria based on FAHP and LOGANFIS.
Proceedings ArticleDOI
Towards the selection of Optimum Requirements Prioritization Technique: A Comparative Analysis
TL;DR: A comparative analysis of ten leading RP techniques have been performed, based on some key factors like RP scales, complexity, scalability, customizability, accuracy, suitable dataset and handling risk factor, to identify most favorable one in a given context.
Journal ArticleDOI
Prioritization of Software Functional Requirements: Spanning Tree based Approach
TL;DR: The difference in time estimation with prioritization and without prioritization shows the significance of prioritization of functional requirements.
Journal ArticleDOI
Requirement prioritization framework using case-based reasoning: A mining-based approach
TL;DR: This work proposes a framework that uses text mining and case‐based reasoning (CBR) techniques to overcome semantic‐based specification and prioritization components' related issues and demonstrates that the proposed framework significantly outperforms the conventional technique.
References
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Journal ArticleDOI
A cost-value approach for prioritizing requirements
Joachim Karlsson,Kevin Ryan +1 more
TL;DR: A cost-value approach for prioritizing requirements is developed and applied to two commercial projects, finding it helps project managers select a subset of the customers' requirements and still produce a system that meets their needs.
Proceedings ArticleDOI
A review of the state of the practice in requirements modeling
M. Lubars,Colin Potts,C. Richter +2 more
TL;DR: A field study of ten organizations was conducted to determine their current practices on definition, interpretation, analysis, and use of the requirements for their software systems and products.
Proceedings ArticleDOI
AGORA: attributed goal-oriented requirements analysis method
TL;DR: This paper presents an extended version of the goal-oriented requirements analysis method called AGORA, where attribute values, e.g. contribution values and preference matrices, are added to goal graphs, where they allow the analyst to estimate the quality of the resulting requirements specification.
Proceedings ArticleDOI
Using students as subjects in requirements prioritization
TL;DR: An experiment on requirements prioritization with classroom students as subjects indicates that students in a classroom environment are less suitable than students in projects as representatives for professionals in studies of this kind.
Proceedings ArticleDOI
Requirements analysis for customizable software: a goals-skills-preferences framework
TL;DR: A framework for performing requirements analysis on user goals, skills, and preferences in order to generate a customizable software design is proposed and an on-going case study involving users with traumatic brain injury is reviewed.