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One- and Two-Phase Software Requirement Classification Using Ensemble Deep Learning [PDF]
Entropy, 2021 Recently, deep learning (DL) has been utilized successfully in different fields, achieving remarkable results. Thus, there is a noticeable focus on DL approaches to automate software engineering (SE) tasks such as maintenance, requirement extraction, and
Nouf Rahimi +2 more
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Software requirement patterns [PDF]
2013 35th International Conference on Software Engineering (ICSE), 2013 Software requirements reuse becomes a fundamental activity for those IT organizations that conduct requirements engineering processes in similar settings. One strategy to implement this reuse is by exploiting a catalogue of software requirement patterns (SRPs).
Xavier Franch
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Multi-label software requirement smells classification using deep learning [PDF]
Scientific ReportsSoftware requirement smell detection is an important part of establishing high-quality software specifications. These smells, which frequently indicate difficulties like ambiguity, vagueness, or incompleteness, can lead to misunderstandings and mistakes ...
Ashagrew Liyih Alem +3 more
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Neutrosophy for software requirement prioritization [PDF]
Neutrosophic Sets and Systems, 2017 Software engineers are involved in complex decisions that require multiples viewpoints. A specific case is the requirement prioritization process. This process is used to decide which software requirement to develop in certain release from a group of ...
Ronald Barriga Dias +3 more
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Research directions for using LLM in software requirement engineering: a systematic review
Frontiers in Computer ScienceIntroductionNatural Language Processing (NLP) and Large Language Models (LLMs) are transforming the landscape of software engineering, especially in the domain of requirement engineering.
Arshia Hemmat +4 more
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Symmetric bug prediction in software requirement by machine learning algorithms [PDF]
Scientific ReportsIn the software development, high impact on diverse industries are expanding at a fast pace. Early defect fixation and adjustment according to needs are essential to increase the performance, accuracy, durability and reliability of the software.
Khalil al-Sulbi, Abdulaziz Attaallah
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Deep Learning Methods for Software Requirement Classification: A Performance Study on the PURE dataset [PDF]
arXiv.org, 2022 : Requirement engineering (RE) is the first and the most important step in software production and development. The RE is aimed to specify software requirements.
Fatemeh Khayashi +3 more
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Scenario-based Requirement Analysis Method for Railway Control Software [PDF]
Jisuanji gongcheng, 2021 In practical engineering applications, the existing formal methods for railway control software are limited by the difficulties in formal modeling and verification in system-level scenarios.
YAN Qianqian, MIAO Weikai
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Extracting Arguments Based on User Decisions in App Reviews
IEEE Access, 2021 Review mining from app marketplaces has gained immense popularity from researchers in recent years. Most studies in this area, however, tend to focus on improving the performance of classification prediction. In this study, we consider review mining from
Anang Kunaefi, Masayoshi Aritsugi
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Competencies of a Requirement Engineer -Systematic Literature Review Protocol
Pakistan Journal of Engineering & Technology, 2023 Requirement Engineering (RE) is a core activity of software engineering that guarantees successful project delivery within time and budget. It needs to be considered with respect to the competencies and skills of RE to effectively execute the RE ...
Muhammad Arif +2 more
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