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Classification of Non-functional Requirements Using Convolutional Neural Networks
AbstractThe requirements phase is the core of software development, if it is not carried out correctly it can cause its failure. To combat this...
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Machine Learning-Based Identification as Well as Classification of Functional and Non-functional Requirements
In software engineering, it has become necessary to divide needs into functional and non-functional categories. This article identifies and...
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MNoR-BERT: multi-label classification of non-functional requirements using BERT
In the era of Internet access, software is easily available on digital distribution platforms such as app stores. The distribution of software on...
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Semi-automated Classification of Non-functional Arabic User Requirements Using NLP Tools
Requirements Engineering is the first phase in software development life cycle and it also plays one of the most important and critical roles. The...
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Towards Optimal Non-functional Requirements Elicitation and Documentation in Agile Software Development: A Case Study
In agile software development, non-functional requirements are often underspecified and improperly handled due to the focus on rapidly delivering...
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The role of informal communication in building shared understanding of non-functional requirements in remote continuous software engineering
Building a shared understanding of non-functional requirements (NFRs) is a known but understudied challenge in requirements engineering, primarily in...
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Non-functional requirements for machine learning: understanding current use and challenges among practitioners
Systems that rely on Machine Learning (ML systems) have differing demands on quality—known as non-functional requirements (NFRs)—from traditional...
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Managing Non-functional Requirements in Agile Software Development
Agile software development is an iterative software development methodology that aims at maximizing productivity, effectiveness, and speed of...
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Framework for prediction and classification of non functional requirements: a novel vision
Requirement Engineering has radicalized data analytics by playing a pivotal role in planning requirements strategies and activities. It has emerged...
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An Empirical Study About the Instability and Uncertainty of Non-functional Requirements
Managing non-functional requirements (NFRs) has been a challenge in software development for many years. These requirements are typically used to...
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Non-interactive Zero-Knowledge Functional Proofs
In this paper, we consider to generalize NIZK by empowering a prover to share a witness in a fine-grained manner with verifiers. Roughly, the prover...
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Requirements
Before you start coding—yes, before you start coding—you need to know what it is you’re going to build. That’s what requirements are: a list of stuff...
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ARAS: adaptation requirements for adaptive systems
Uncertainty is a major issue for system designers in develo** an adaptive system, especially when defining adaptation requirements. The design-time...
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Understanding the GDPR from a requirements engineering perspective—a systematic map** study on regulatory data protection requirements
Data protection compliance is critical from a requirements engineering (RE) perspective, both from a software development lifecycle (SDLC)...
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Requirements
Our customers, clients, users or bosses give us requirements that define the needs our software must fulfil. We need to understand when to use...
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Localizing Non-functional Code Bugs in User Interfaces Using Deep Learning Techniques
In the context of modern business digitization, non-functional code issues in User Interface (UI) exert a substantial impact on User Experience(UX)....
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Identifying cloud internet of things requirements in healthcare: a Delphi-based study
The Internet of Things (IoT) and cloud computing are emerging technologies whose use has been proven in various fields of medicine and healthcare....
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Value-Based Fuzzy Approach for Non-functional Requirements Prioritization
Non-functional requirements (NFRs) are often addressed late in a project and, in turn, can get less attention in the requirements prioritization (RP)...
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Modelling the quantification of requirements technical debt
Requirements Technical Debt (RTD) applies the Technical Debt (TD) metaphor to capture the consequences of sub-optimal decisions made concerning...
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Requirements management in DevOps environments: a multivocal map** study
Attention is currently being focused on DevOps, which aims to reduce software development time by means of close collaboration between the...
