Applying Keyword Extraction Techniques on Customer’s Feedback of a Software Product to Accelerate Agile Based Development

Keywords or key-phrase extraction is an important task in almost all the scenarios where natural language processing is required. Present paper analyses various keyword extraction techniques for improving a softwareproduct, taking into consideration an agile based development approach. Feedback, reviews given by customers are always written in an unrestricted natural language. If we are able to extract keywords from this feedback, at predevelopment stage, quality of a software can be improved, and it would be saving efforts and time of developers. Keywords provide a quick review about sentiments, prioritize customer needs, enhance user experience, provide marketing insights and also analyse the trends. Change-request submitted in last stages of development process require a lot of reworks. Hence this work can be beneficial in agile based development process to develop an end product which incorporates suggestions given by users.

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Publication Details

Published
2024-09-18
DOI
https://doi.org/10.1109/ic3i61595.2024.10829078
Citations
1
Primary Topic
Advanced Text Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.35
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article

Applying Keyword Extraction Techniques on Customer’s Feedback of a Software Product to Accelerate Agile Based Development

N. Bhatia, Vandana, J. Singh
1 citations
Advanced Text Analysis Techniques
0.35
article

Applying Keyword Extraction Techniques on Customer’s Feedback of a Software Product to Accelerate Agile Based Development

N. Bhatia, Vandana, J. Singh
article en
1 citations

Abstract

Keywords or key-phrase extraction is an important task in almost all the scenarios where natural language processing is required. Present paper analyses various keyword extraction techniques for improving a softwareproduct, taking into consideration an agile based development approach. Feedback, reviews given by customers are always written in an unrestricted natural language. If we are able to extract keywords from this feedback, at predevelopment stage, quality of a software can be improved, and it would be saving efforts and time of developers. Keywords provide a quick review about sentiments, prioritize customer needs, enhance user experience, provide marketing insights and also analyse the trends. Change-request submitted in last stages of development process require a lot of reworks. Hence this work can be beneficial in agile based development process to develop an end product which incorporates suggestions given by users.

Chaudhary Charan Singh University (IN)
Openalex Percentile: Top 30%
Advanced Text Analysis Techniques
0.35
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Applying Keyword Extraction Techniques on Customer’s Feedback of a Software Product to Accelerate Agile Based Development — N. Bhatia, Vandana, et al. · (2024) | TGRS Research Map | TGRS