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All Journal Jurnal Informatika dan Rekayasa Perangkat Lunak
Fadhlurohman, Daffa Hilmy
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Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering

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Improving LLM-assisted Requirement Validation Using Persona-based Prompting Husen, Jati Hiliamsyah; Sabariah, Mira Kania; Fadhlurohman, Daffa Hilmy; Faqih, Adam Rafif
Jurnal Informatika dan Rekayasa Perangkat Lunak Vol. 6 No. 3 (2025): Volume 6 Number 3 September 2025
Publisher : Universitas Teknokrat Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33365/jatika.v6i3.496

Abstract

Requirements validation is an important activity of requirements engineering. Large language models (LLMs) have been proposed to improve the efficiency of requirements validation activity. However, the LLMs validate generally without considering the stakeholders’ characteristics of the software development projects that will use the requirements. In this paper, we propose PReVAL, a novel persona-driven LLM-based validation approach that utilizes persona to reflect the characteristics of stakeholders in the prompting of LLMs. A comparative experiment demonstrates the benefits of PReVAL in terms of consistency in validating requirements based on the persona. However, introducing a persona also increases unnecessary aspects of the validation result.
Co-Authors Faqih, Adam Rafif Jati Hiliamsyah Husen Mira Kania Sabariah