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Related papers: Elicitation and Modeling Non-Functional Requiremen…

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Non-functional requirements (NFRs) are determinant for the success of software projects. However,they are characterized as hard to define, and in agile software development(ASD), are often given less priority and usually not documented. In…

Software Engineering · Computer Science 2017-11-27 Woubshet Behutiye , Pertti Karhapää , Dolors Costal , Markku Oivo , Xavier Franch

Non-functional requirements (NFRs) are commonly distinguished from functional requirements by differentiating how the system shall do something in contrast to what the system shall do. This distinction is not only prevalent in research, but…

Software Engineering · Computer Science 2016-11-29 J. Eckhardt , A. Vogelsang , D. Méndez Fernández

Systems that rely on Machine Learning (ML systems) have differing demands on system quality compared to traditional systems. Such quality demands, known as non-functional requirements (NFRs), may differ in their definition, scope, and…

Software Engineering · Computer Science 2022-03-22 Khan Mohammad Habibullah , Gregory Gay , Jennifer Horkoff

Context: Seamless model-based development provides integrated chains of models, covering all software engineering phases. Non-functional requirements (NFRs), like reusability, further play a vital role in software and systems engineering,…

Software Engineering · Computer Science 2017-02-27 Jonas Eckhardt , Daniel Méndez Fernández , Andreas Vogelsang

Neglecting non-functional requirements (NFRs) early in software development can lead to critical challenges. Despite their importance, NFRs are often overlooked or difficult to identify, impacting software quality. To support requirements…

Software Engineering · Computer Science 2025-03-20 Jomar Thomas Almonte , Santhosh Anitha Boominathan , Nathalia Nascimento

Machine Learning (ML) is an application of Artificial Intelligence (AI) that uses big data to produce complex predictions and decision-making systems, which would be challenging to obtain otherwise. To ensure the success of ML-enabled…

Software Engineering · Computer Science 2021-09-03 Khan Mohammad Habibullah , Jennifer Horkoff

Identification of non-functional requirements is important for successful development and deployment of the software product. The acceptance of the software product by the customer depends on the non-functional requirements which are…

Software Engineering · Computer Science 2014-08-08 Merugu. Gopichand , A. Ananda Rao

Non-functional requirements (NFR), which include performance, availability, and maintainability, are vitally important to overall software quality. However, research has shown NFRs are, in practice, poorly defined and difficult to verify.…

Software Engineering · Computer Science 2021-03-16 Colin Werner , Ze Shi Li , Derek Lowlind , Omar Elazhary , Neil Ernst , Daniela Damian

Classifying requirements into functional requirements (FR) and non-functional ones (NFR) is an important task in requirements engineering. However, automated classification of requirements written in natural language is not straightforward,…

Software Engineering · Computer Science 2017-07-11 Zahra Shakeri Hossein Abad , Oliver Karras , Parisa Ghazi , Martin Glinz , Guenther Ruhe , Kurt Schneider

The increasing complexity of software systems and the influence of software-supported decisions in our society have sparked the need for software that is safe, reliable, and fair. Explainability has been identified as a means to achieve…

Software Engineering · Computer Science 2022-09-02 Timo Speith

Requirements engineering plays a critical role in developing software systems. One of the most difficult tasks in this process is identifying functional requirements. A critical problem in many projects is missing requirements until late in…

Software Engineering · Computer Science 2020-04-02 Sabah Al-Fedaghi

The growing complexity of software systems and the influence of software-supported decisions in our society awoke the need for software that is transparent, accountable, and trustworthy. Explainability has been identified as a means to…

Software Engineering · Computer Science 2021-08-09 Larissa Chazette , Wasja Brunotte , Timo Speith

Software non-functional requirements address a multitude of objectives, expectations, and even liabilities that must be considered during development and operation. Typically, these non-functional requirements originate from different…

Software Engineering · Computer Science 2022-01-19 Philipp Haindl , Reinhold Plösch

Background: To adequately attend to non-functional requirements (NFRs), they must be documented; otherwise, developers would not know about their existence. However, the documentation of NFRs may be subject to Technical Debt and Waste, as…

Software Engineering · Computer Science 2019-09-30 Gabriela Robiolo , Ezequiel Scott , Santiago Matalonga , Michael Felderer

Context: Machine learning (ML) is nowadays so pervasive and diffused that virtually no application can avoid its use. Nonetheless, its enormous potential is often tempered by the need to manage non-functional requirements and navigate…

Software Engineering · Computer Science 2024-04-11 Vincenzo De Martino , Fabio Palomba

Requirement engineering (RE) is the first and the most important step in software production and development. The RE is aimed to specify software requirements. One of the tasks in RE is the categorization of software requirements as…

Software Engineering · Computer Science 2022-11-11 Fatemeh Khayashi , Behnaz Jamasb , Reza Akbari , Pirooz Shamsinejadbabaki

Building a shared understanding of non-functional requirements (NFRs) is a known but understudied challenge in requirements engineering, especially in organizations that adopt continuous software engineering (CSE) practices. During the peak…

Software Engineering · Computer Science 2022-05-20 Laura Okpara , Colin Werner , Adam Murray , Daniela Damian

Studying the quality requirements (aka Non-Functional Requirements (NFR)) of a system is crucial in Requirements Engineering. Many software projects fail because of neglecting or failing to incorporate the NFR during the software life…

Software Engineering · Computer Science 2014-06-17 Ali Bou Nassif , Luiz Fernando Capretz , Danny Ho

Normative non-functional requirements specify constraints that a system must observe in order to avoid violations of social, legal, ethical, empathetic, and cultural norms. As these requirements are typically defined by non-technical system…

Most of the research related to Non Functional Requirements (NFRs) have presented NFRs frameworks by integrating non functional requirements with functional requirements while we proposed that measurement of NFRs is possible e.g. cost and…

Software Engineering · Computer Science 2009-07-01 Nasir Mahmood Malik , Arif Mushtaq , Samina Khalid , Tehmina Khalil , Faisal Munir Malik
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