2024
DOI: 10.1186/s44147-024-00363-4
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Recommendation systems-based software requirements elicitation process—a systematic literature review

Faiz Akram,
Tanvir Ahmad,
Mohd. Sadiq

Abstract: Requirements elicitation is one of the fundamental sub-processes of requirements engineering which is used to find the needs of stakeholders. There are several activities in this sub-process, i.e., identification of stakeholders and their requirements, software requirements prioritization, and analysis. Recommendation systems have been intertwined with the requirements elicitation process to predict the stakeholders’ requirements based on their preferences for functional and non-functional requirements. A numb… Show more

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Cited by 2 publications
(3 citation statements)
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“…Faiz Akram's systematic literature review (4) demonstrates the requirements for elicitation method that has been integrated with recommendation systems that use collaborative filtering suggestion systems to forecast the requirements of the stakeholders based on their preferences for functional and non-functional requirements. This recommendation system aids in the resolution of issues such as: How might recommendation systems help identify stakeholders throughout the requirements elicitation process?…”
Section: Existing Systemmentioning
confidence: 99%
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“…Faiz Akram's systematic literature review (4) demonstrates the requirements for elicitation method that has been integrated with recommendation systems that use collaborative filtering suggestion systems to forecast the requirements of the stakeholders based on their preferences for functional and non-functional requirements. This recommendation system aids in the resolution of issues such as: How might recommendation systems help identify stakeholders throughout the requirements elicitation process?…”
Section: Existing Systemmentioning
confidence: 99%
“…Proposed System The recommender system proposed by Faiz Akram et al (4) in 2024 has developed a recommender system that helps in the selection of requirements gathering techniques and is used only during the first phase of the software development process, i.e., during communication activity. It will not be applicable for the rest of the software development process.…”
Section: Table 4 Comparative Analysis Of Existing Systems and Propose...mentioning
confidence: 99%
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