Developing Research Questions in Natural Language Processing and Software Engineering

Sharma, Nakul; Yalla, Prasanth

doi:10.30630/joiv.2.4.159

Cited by 5 publications

(2 citation statements)

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“…Firstly, we take each SI of each feature for G1, G2 and, G3 separately. After getting results we apply these cases to all requirements to get maximum output results for the product and we solved all clashes between stakeholders [16]. After removing all clashes between stakeholders we then revise the feature classification and calculate the SI more accurately.…”

Section: Methodsmentioning

confidence: 99%

MiniPI: Minimizing Power Imbalance among Stakeholders for Quality Software Product

Khan

2022

QUESTRJ

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The role of requirements elicitation is crucial in the software requirement engineering process as the requirement engineer has to extract the accurate requirements from different stakeholders. However, the problem emerges when the requirement team could not prioritize the extracted requirements because the requirement’s nature may vary as different categories of stakeholders have their own perspectives. This ultimately produces a power imbalance among stakeholders. Therefore, minimizing the power imbalance of software requirements among different categories of stakeholders is fundamentally important for a quality software product. Although many contributions have been made to this subject in the past, there is still a research gap available for minimizing the power imbalance among stakeholders. In this paper, we present a novel approach for minimizing the effects of power imbalance by age-sampling among different categories of stakeholders into three groups and then by age-mapping the requirements. After gathering questionnaires from stakeholders, the concerned parties determine the attributes of the Kano model through the filled Kano’s questionnaires and afterward, the satisfaction index is calculated by taking the values of the relevant age group into account, which eventually minimizes the power imbalance among stakeholders. In order to verify our methodology, we have performed quantitative analysis by calculating index values and applied verified Kano’s satisfaction formula to calculate the overall satisfaction index which improves the quality level of a software product.

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Section: Methodsmentioning

confidence: 99%

MiniPI: Minimizing Power Imbalance among Stakeholders for Quality Software Product

Khan

2022

QUESTRJ

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“…Sharma, N., et al [17] have discussed about the direction of research in Software Engineering and Natural Language Processing. They have given a detailed list of Software Engineering domains according to SEBOK (Software Engineering Body of Knowledge).…”

Section: Internationalmentioning

confidence: 99%

Use of Natural Language Processing in Software Requirements Prioritization – A Systematic Literature Review

Vijayakumar

Nethravathi

2021

IJAEML

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Purpose: Research involves the creation and implementation of new ideas by keeping the existing work as a foundation. The literature review done in this paper is to familiarise and to know about the domain of research to integrate the existing ideas with the new ones. Methodology: The literature that is required for this study is chosen from multiple secondary sources such as journals, conference proceedings, and web resources. All the pieces of literature are carefully studied and summarised. This is further used to arrive at Research agendas and Research gaps. Findings/Result: It has been observed and understood that Natural Language Processing (NLP) is a field involving analysis and processing of textual contents. It also requires Machine Learning Algorithms to support the processing. This combination has already been used in various domains, the important one being the health sector. EMR data is huge and NLP can successfully process and prioritize them in different dimensions. In that direction, the same concept and technology can be applied to Software Engineering also and Requirements can be prioritized. Originality: This literature review study is carried out using secondary data which is collected through various online sources. The information thus gathered will be used in the future to build upon existing theory and framework or build a new methodology. It is also seen that any conclusion or decision is not biased or unidirectional. A sincere effort is made to identify a research topic to carry out the research. Paper Type: Literature Review.

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CGSPN : cascading gated self-attention and phrase-attention network for sentence modeling

Liu

2020

J Intell Inf Syst

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Developing Research Questions in Natural Language Processing and Software Engineering

Cited by 5 publications

References 0 publications

MiniPI: Minimizing Power Imbalance among Stakeholders for Quality Software Product

MiniPI: Minimizing Power Imbalance among Stakeholders for Quality Software Product

Use of Natural Language Processing in Software Requirements Prioritization – A Systematic Literature Review

CGSPN : cascading gated self-attention and phrase-attention network for sentence modeling

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