PersonaGen: A Tool for Generating Personas from User Feedback
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Abstract (arXiv)
Personas are crucial in software development processes, particularly in agile settings. However, no effective tools are available for generating personas from user feedback in agile software development processes. To fill this gap, we propose a novel tool that uses the GPT-4 model and knowledge graph to generate persona templates from well-processed user feedback, facilitating requirement analysis in agile software development processes. We developed a tool called PersonaGen. We evaluated PersonaGen using qualitative feedback from a small-scale user study involving student software projects. The results were mixed, highlighting challenges in persona-based educational practice and addressing non-functional requirements.
Key facts. Cited by 6 papers in the map (data through 13 Oct 2026). First posted on arXiv 1 Jul 2023.
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Citing papers per year: 2023: 1; 2024: 0; 2025: 2; 2026: 3.
6 papers.
- 2023A Vision for Operationalising Diversity and Inclusion in AIcited by 2
- 2025PersonaBOT: Bringing Customer Personas to Life with LLMs and RAGcited by 2
- 2025StoryEnsemble: Enabling Dynamic Exploration & Iteration in the Design Process with AI and Forward-Backward Propagationcited by 2
- 2026How to Model AI Agents as Personas?: Applying the Persona Ecosystem Playground to 41,300 Posts on Moltbook for Behavioral Insightscited by 1
- 2026Agentic Persona Generation with Critique-Refinement: An Industrial Evaluationcited by 0
- 2026How Well Can AI Generate Backlogs from App Mockups?cited by 0
- 2026How Well Can AI Generate Backlogs from App Mockups?24 Jul 2026
- 2026Agentic Persona Generation with Critique-Refinement: An Industrial Evaluation8 Jun 2026
- 2026How to Model AI Agents as Personas?: Applying the Persona Ecosystem Playground to 41,300 Posts on Moltbook for Behavioral Insights3 Mar 2026
- 2025StoryEnsemble: Enabling Dynamic Exploration & Iteration in the Design Process with AI and Forward-Backward Propagation5 Aug 2025
- 2025PersonaBOT: Bringing Customer Personas to Life with LLMs and RAG22 May 2025
- 2023A Vision for Operationalising Diversity and Inclusion in AI11 Dec 2023