{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T12:53:15Z","timestamp":1776084795188,"version":"3.50.1"},"reference-count":42,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/aiccsa66935.2025.11315350","type":"proceedings-article","created":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T18:35:55Z","timestamp":1767638155000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Using AI for User Representation: An Analysis of 83 Persona Prompts"],"prefix":"10.1109","author":[{"given":"Joni","family":"Salminen","sequence":"first","affiliation":[{"name":"University of Vaasa,Vaasa,Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danial","family":"Amin","sequence":"additional","affiliation":[{"name":"University of Vaasa,Vaasa,Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernard J.","family":"Jansen","sequence":"additional","affiliation":[{"name":"Qatar Computing Research Institute Hamad Bin Khalifa University,Doha,Qatar"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-322-99786-9_1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-7427-1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517589"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-02231-9_4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v12i1.14992"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2021.1908670"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2025.103445"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3643834.3660729"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3613905.3636293"},{"key":"ref10","article-title":"Conversational AI-Powered Design: ChatGPT as Designer, User, and Product","author":"Baki Kocaballi","year":"2023","journal-title":"arXiv e-prints, pp. arXiv-2302"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1177\/154193120605000503"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642036"},{"key":"ref13","article-title":"Writing user personas with Large Language Models: Testing phase 6 of a Thematic Analysis of semi-structured interviews","author":"De Paoli","year":"2023","journal-title":"arXiv preprint arXiv:2305.18099"},{"key":"ref14","article-title":"The prompt report: A systematic survey of prompting techniques","volume-title":"arXiv preprint arXiv:2406.06608","volume":"5","author":"Schulhoff","year":"2024"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-024-01029-4"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-emnlp.888"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2024.103809"},{"key":"ref18","article-title":"Persona-L has Entered the Chat: Leveraging LLM and Ability-based Framework for Personas of People with Complex Needs","author":"Sun","year":"2024","journal-title":"arXiv:2409.15604"},{"key":"ref19","article-title":"How Is Generative AI Used for Persona Development?: A Systematic Review of 52 Research Articles","author":"Amin","year":"2025","journal-title":"arXiv:2504.04927"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.5220\/0012690700003693"},{"key":"ref21","article-title":"Proxona: Leveraging LLM-Driven Personas to Enhance Creators\u2019 Understanding of Their Audience","author":"Choi","year":"2024","journal-title":"arXiv:2408.10937"},{"key":"ref22","article-title":"A Character-Centric Creative Story Generation via Imagination","author":"Park","year":"2024","journal-title":"arXiv:2409.16667"},{"key":"ref23","article-title":"Improved prompting and process for writing user personas with LLMs, using qualitative interviews: Capturing behaviour and personality traits of users","author":"Paoli","year":"2023","journal-title":"arXiv:2310.06391"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3613905.3650860"},{"issue":"7","key":"ref25","article-title":"Evaluation of LLMs Biases Towards Elite Universities: A Persona-Based Exploration","volume":"4","author":"Gupta","year":"2024","journal-title":"The Review of Contemporary Scientific and Academic Studies"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.chbah.2024.100052"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3657604.3662033"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3596671.3598574"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.5220\/0011996000003464"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/pra2.215"},{"key":"ref31","article-title":"On the steerability of large language models toward data-driven personas","author":"Li","year":"2024","journal-title":"arXiv:2311.04978"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.52202\/079017-3487"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.84"},{"key":"ref34","article-title":"Why am I seeing this: Democratizing End User Auditing for Online Content Recommendations","author":"Chen","year":"2025","journal-title":"arXiv:2410.04917"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-71633-1_2"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642363"},{"key":"ref37","article-title":"Persona Alchemy: Designing, Evaluating, and Implementing Psychologically-Grounded LLM Agents for Diverse Stakeholder Representation","author":"Kim","year":"2025","journal-title":"arXiv:2505.18351"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4018\/ijskd.2015010104"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2024.112729"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3546155.3546654"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642406"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-50020-7_8"}],"event":{"name":"2025 IEEE\/ACS 22nd International Conference on Computer Systems and Applications (AICCSA)","location":"Doha, Qatar","start":{"date-parts":[[2025,10,19]]},"end":{"date-parts":[[2025,10,22]]}},"container-title":["2025 IEEE\/ACS 22nd International Conference on Computer Systems and Applications (AICCSA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11315137\/11315140\/11315350.pdf?arnumber=11315350","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T05:45:08Z","timestamp":1767678308000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11315350\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/aiccsa66935.2025.11315350","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}