{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T23:19:22Z","timestamp":1784675962383,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":71,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T00:00:00Z","timestamp":1745539200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["RS-2024-00406715"],"award-info":[{"award-number":["RS-2024-00406715"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Institute of Information & communications Technology Planning & Evaluation (IITP)","award":["RS-2024-00443251"],"award-info":[{"award-number":["RS-2024-00443251"]}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-24-1-2290"],"award-info":[{"award-number":["N00014-24-1-2290"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DGE-2125858"],"award-info":[{"award-number":["DGE-2125858"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Good Systems, a UT Austin Grand Challenge for developing responsible AI technologies"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,4,26]]},"DOI":"10.1145\/3706598.3714034","type":"proceedings-article","created":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T03:30:09Z","timestamp":1745465409000},"page":"1-32","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":22,"title":["Proxona: Supporting Creators' Sensemaking and Ideation with LLM-Powered Audience Personas"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6808-2848","authenticated-orcid":false,"given":"Yoonseo","family":"Choi","sequence":"first","affiliation":[{"name":"School of Computing, KAIST, Daejeon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1347-7556","authenticated-orcid":false,"given":"Eun Jeong","family":"Kang","sequence":"additional","affiliation":[{"name":"Cornell University, Ithaca, New York, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9334-0471","authenticated-orcid":false,"given":"Seulgi","family":"Choi","sequence":"additional","affiliation":[{"name":"School of Computing, KAIST, Daejeon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2696-6546","authenticated-orcid":false,"given":"Min Kyung","family":"Lee","sequence":"additional","affiliation":[{"name":"School of Information, University of Texas at Austin, Austin, Texas, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6348-4127","authenticated-orcid":false,"given":"Juho","family":"Kim","sequence":"additional","affiliation":[{"name":"School of Computing, KAIST, Daejeon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,4,25]]},"reference":[{"key":"e_1_3_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.naacl-industry.19"},{"key":"e_1_3_3_3_3_2","doi-asserted-by":"crossref","unstructured":"William\u00a0A Bauer. 2020. Virtuous vs. utilitarian artificial moral agents. AI & SOCIETY 35 1 (2020) 263\u2013271.","DOI":"10.1007\/s00146-018-0871-3"},{"key":"e_1_3_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642406"},{"key":"e_1_3_3_3_5_2","doi-asserted-by":"crossref","unstructured":"Joan-Isaac Biel and Daniel Gatica-Perez. 2011. VlogSense: Conversational behavior and social attention in YouTube. ACM Transactions on Multimedia Computing Communications and Applications (TOMM) 7 1 (2011) 1\u201321.","DOI":"10.1145\/2037676.2037690"},{"key":"e_1_3_3_3_6_2","doi-asserted-by":"crossref","unstructured":"Sophie Bishop. 2020. Algorithmic experts: Selling algorithmic lore on YouTube. Social Media+ Society 6 1 (2020) 2056305119897323.","DOI":"10.1177\/2056305119897323"},{"key":"e_1_3_3_3_7_2","doi-asserted-by":"publisher","unstructured":"Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative Research in Psychology 3 2 (2006) 77\u2013101. 10.1191\/1478088706qp063oa","DOI":"10.1191\/1478088706qp063oa"},{"key":"e_1_3_3_3_8_2","doi-asserted-by":"crossref","unstructured":"Olivia Burrus Amanda Curtis and Laura Herman. 2024. Unmasking AI: Informing Authenticity Decisions by Labeling AI-Generated Content. Interactions 31 4 (2024) 38\u201342.","DOI":"10.1145\/3665321"},{"key":"e_1_3_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.550"},{"key":"e_1_3_3_3_10_2","doi-asserted-by":"crossref","unstructured":"Myra Cheng Esin Durmus and Dan Jurafsky. 2023. Marked personas: Using natural language prompts to measure stereotypes in language models. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2305.18189 (2023).","DOI":"10.18653\/v1\/2023.acl-long.84"},{"key":"e_1_3_3_3_11_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.669"},{"key":"e_1_3_3_3_12_2","unstructured":"DaEun Choi Sumin Hong Jeongeon Park John Joon\u00a0Young Chung and Juho Kim. 2023. CreativeConnect: Supporting Reference Recombination for Graphic Design Ideation with Generative AI. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2312.11949 (2023)."},{"key":"e_1_3_3_3_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581386"},{"key":"e_1_3_3_3_14_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491101.3519873"},{"key":"e_1_3_3_3_15_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-322-99786-9_1"},{"key":"e_1_3_3_3_16_2","unstructured":"Mihaly Csikszentmihalyi. 1997. Flow and the psychology of discovery and invention. HarperPerennial New York 39 (1997) 1\u201316."},{"key":"e_1_3_3_3_17_2","doi-asserted-by":"crossref","unstructured":"Ameet Deshpande Tanmay Rajpurohit Karthik Narasimhan and Ashwin Kalyan. 2023. Anthropomorphization of AI: opportunities and risks. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2305.14784 (2023).","DOI":"10.18653\/v1\/2023.nllp-1.1"},{"key":"e_1_3_3_3_18_2","doi-asserted-by":"publisher","DOI":"10.1145\/3097286.3097291"},{"key":"e_1_3_3_3_19_2","doi-asserted-by":"crossref","unstructured":"American\u00a0Association for Research\u00a0into Nervous Mental Diseases and Marcia\u00a0K Johnson. 1997. Source monitoring and memory distortion. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences 352 1362 (1997) 1733\u20131745.","DOI":"10.1098\/rstb.1997.0156"},{"key":"e_1_3_3_3_20_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300619"},{"key":"e_1_3_3_3_21_2","unstructured":"Kanishk Gandhi Dorsa Sadigh and Noah\u00a0D Goodman. 2023. Strategic reasoning with language models. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2305.19165 (2023)."},{"key":"e_1_3_3_3_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580688"},{"key":"e_1_3_3_3_23_2","doi-asserted-by":"crossref","unstructured":"Folker Hanusch and Edson\u00a0C Tandoc\u00a0Jr. 2019. Comments analytics and social media: The impact of audience feedback on journalists\u2019 market orientation. Journalism 20 6 (2019) 695\u2013713.","DOI":"10.1177\/1464884917720305"},{"key":"e_1_3_3_3_24_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-4115(08)62386-9"},{"key":"e_1_3_3_3_25_2","doi-asserted-by":"crossref","unstructured":"Danah Henriksen Megan Hoelting and Deep-Play\u00a0Research Group. 2016. A systems view of creativity in a YouTube world. TechTrends 60 (2016) 102\u2013106.","DOI":"10.1007\/s11528-016-0047-2"},{"key":"e_1_3_3_3_26_2","unstructured":"Tatjana H\u00f6dl and Thomas Myrach. 2023. Content Creators Between Platform Control and User Autonomy: The Role of Algorithms and Revenue Sharing. Business & Information Systems Engineering (2023) 1\u201323."},{"key":"e_1_3_3_3_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517505"},{"key":"e_1_3_3_3_28_2","unstructured":"Hang Jiang Xiajie Zhang Xubo Cao Cynthia Breazeal Jad Kabbara and Deb Roy. [n. d.]. PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits. arxiv:https:\/\/arXiv.org\/abs\/2305.02547 [cs]http:\/\/arxiv.org\/abs\/2305.02547"},{"key":"e_1_3_3_3_29_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642349"},{"key":"e_1_3_3_3_30_2","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998195"},{"key":"e_1_3_3_3_31_2","unstructured":"Seongyun Lee Sue\u00a0Hyun Park Seungone Kim and Minjoon Seo. 2024. Aligning to thousands of preferences via system message generalization. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2405.17977 (2024)."},{"key":"e_1_3_3_3_32_2","doi-asserted-by":"crossref","unstructured":"Yi Li and Yi Peng. 2021. What drives gift-giving intention in live streaming? The perspectives of emotional attachment and flow experience. International Journal of Human\u2013Computer Interaction 37 14 (2021) 1317\u20131329.","DOI":"10.1080\/10447318.2021.1885224"},{"key":"e_1_3_3_3_33_2","doi-asserted-by":"crossref","unstructured":"Eden Litt. 2012. Knock knock. Who\u2019s there? The imagined audience. Journal of broadcasting & electronic media 56 3 (2012) 330\u2013345.","DOI":"10.1080\/08838151.2012.705195"},{"key":"e_1_3_3_3_34_2","doi-asserted-by":"crossref","unstructured":"Mufan Luo Tiffany\u00a0W Hsu Joon\u00a0Sung Park and Jeffrey\u00a0T Hancock. 2020. Emotional amplification during live-streaming: Evidence from comments during and after news events. Proceedings of the ACM on human-computer interaction 4 CSCW1 (2020) 1\u201319.","DOI":"10.1145\/3392853"},{"key":"e_1_3_3_3_35_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-demo.31"},{"key":"e_1_3_3_3_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581106"},{"key":"e_1_3_3_3_37_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445320"},{"key":"e_1_3_3_3_38_2","doi-asserted-by":"crossref","unstructured":"Julia\u00a0M Markel Steven\u00a0G Opferman James\u00a0A Landay and Chris Piech. 2023. GPTeach: Interactive TA Training with GPT Based Students. (2023).","DOI":"10.35542\/osf.io\/r23bu"},{"key":"e_1_3_3_3_39_2","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858151"},{"key":"e_1_3_3_3_40_2","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357292"},{"key":"e_1_3_3_3_41_2","doi-asserted-by":"publisher","DOI":"10.1145\/2930674.2930676"},{"key":"e_1_3_3_3_42_2","volume-title":"The Night Circus","author":"Morgenstern Erin","year":"2012","unstructured":"Erin Morgenstern. 2012. The Night Circus. Vintage, London, England."},{"key":"e_1_3_3_3_43_2","doi-asserted-by":"crossref","unstructured":"Jacob \u00d8rmen and Andreas Gregersen. 2023. Towards the engagement economy: interconnected processes of commodification on YouTube. Media Culture & Society 45 2 (2023) 225\u2013245.","DOI":"10.1177\/01634437221111951"},{"key":"e_1_3_3_3_44_2","doi-asserted-by":"publisher","DOI":"10.1145\/3586182.3625114"},{"key":"e_1_3_3_3_45_2","doi-asserted-by":"publisher","DOI":"10.1145\/3586183.3606763"},{"key":"e_1_3_3_3_46_2","doi-asserted-by":"publisher","DOI":"10.1145\/3526113.3545616"},{"key":"e_1_3_3_3_47_2","unstructured":"Joon\u00a0Sung Park Carolyn\u00a0Q Zou Aaron Shaw Benjamin\u00a0Mako Hill Carrie Cai Meredith\u00a0Ringel Morris Robb Willer Percy Liang and Michael\u00a0S Bernstein. 2024. Generative agent simulations of 1 000 people. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2411.10109 (2024)."},{"key":"e_1_3_3_3_48_2","unstructured":"Federico Rossi and Gaia Rubera. 2021. Measuring competition for attention in social media: National women\u2019s soccer league players on twitter. Marketing Science 40 6 (2021) 1147\u20131168."},{"key":"e_1_3_3_3_49_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCIS60361.2023.10425564"},{"key":"e_1_3_3_3_50_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376502"},{"key":"e_1_3_3_3_51_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-50020-7_8"},{"key":"e_1_3_3_3_52_2","doi-asserted-by":"crossref","unstructured":"Joni Salminen Bernard\u00a0J Jansen Jisun An Haewoon Kwak and Soon-gyo Jung. 2018. Are personas done? Evaluating their usefulness in the age of digital analytics. Persona Studies 4 2 (2018) 47\u201365.","DOI":"10.21153\/psj2018vol4no2art737"},{"key":"e_1_3_3_3_53_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-48057-7_14"},{"key":"e_1_3_3_3_54_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3313034"},{"key":"e_1_3_3_3_55_2","doi-asserted-by":"crossref","unstructured":"Joni Salminen Joao\u00a0M Santos Haewoon Kwak Jisun An Soon-gyo Jung and Bernard\u00a0J Jansen. 2020. Persona perception scale: development and exploratory validation of an instrument for evaluating individuals\u2019 perceptions of personas. International Journal of Human-Computer Studies 141 (2020) 102437.","DOI":"10.1016\/j.ijhcs.2020.102437"},{"key":"e_1_3_3_3_56_2","doi-asserted-by":"crossref","unstructured":"Yunfan Shao Linyang Li Junqi Dai and Xipeng Qiu. 2023. Character-llm: A trainable agent for role-playing. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2310.10158 (2023).","DOI":"10.18653\/v1\/2023.emnlp-main.814"},{"key":"e_1_3_3_3_57_2","doi-asserted-by":"publisher","DOI":"10.1145\/3643834.3660729"},{"key":"e_1_3_3_3_58_2","unstructured":"Sangho Suh Meng Chen Bryan Min Toby Jia-Jun Li and Haijun Xia. 2023. Structured Generation and Exploration of Design Space with Large Language Models for Human-AI Co-Creation. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2310.12953 (2023)."},{"key":"e_1_3_3_3_59_2","doi-asserted-by":"crossref","unstructured":"Dan Sun and Yiping Li. 2024. Influence of Strategic Crisis Communication on Public Perceptions during Public Health Crises: Insights from YouTube Chinese Media. Behavioral Sciences 14 2 (2024) 91.","DOI":"10.3390\/bs14020091"},{"key":"e_1_3_3_3_60_2","doi-asserted-by":"crossref","unstructured":"Phil Turner and Susan Turner. 2011. Is stereotyping inevitable when designing with personas? Design studies 32 1 (2011) 30\u201344.","DOI":"10.1016\/j.destud.2010.06.002"},{"key":"e_1_3_3_3_61_2","unstructured":"Jing Wei Sungdong Kim Hyunhoon Jung and Young-Ho Kim. 2023. Leveraging large language models to power chatbots for collecting user self-reported data. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2301.05843 (2023)."},{"key":"e_1_3_3_3_62_2","unstructured":"Jason Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Fei Xia Ed Chi Quoc\u00a0V Le Denny Zhou et\u00a0al. 2022. Chain-of-thought prompting elicits reasoning in large language models. Advances in neural information processing systems 35 (2022) 24824\u201324837."},{"key":"e_1_3_3_3_63_2","unstructured":"Frank Wilcoxon S Katti Roberta\u00a0A Wilcox et\u00a0al. 1970. Critical values and probability levels for the Wilcoxon rank sum test and the Wilcoxon signed rank test. Selected tables in mathematical statistics 1 (1970) 171\u2013259."},{"key":"e_1_3_3_3_64_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174048"},{"key":"e_1_3_3_3_65_2","doi-asserted-by":"crossref","unstructured":"Eva\u00a0Yiwei Wu Emily Pedersen and Niloufar Salehi. 2019. Agent gatekeeper drug dealer: How content creators craft algorithmic personas. Proceedings of the ACM on Human-Computer Interaction 3 CSCW (2019) 1\u201327.","DOI":"10.1145\/3359321"},{"key":"e_1_3_3_3_66_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517582"},{"key":"e_1_3_3_3_67_2","unstructured":"Kevin Yang Dan Klein Nanyun Peng and Yuandong Tian. 2022. Doc: Improving long story coherence with detailed outline control. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2212.10077 (2022)."},{"key":"e_1_3_3_3_68_2","doi-asserted-by":"crossref","unstructured":"Kevin Yang Yuandong Tian Nanyun Peng and Dan Klein. 2022. Re3: Generating longer stories with recursive reprompting and revision. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2210.06774 (2022).","DOI":"10.18653\/v1\/2022.emnlp-main.296"},{"key":"e_1_3_3_3_69_2","unstructured":"Pengcheng Yin and Graham Neubig. 2017. A syntactic neural model for general-purpose code generation. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/1704.01696 (2017)."},{"key":"e_1_3_3_3_70_2","doi-asserted-by":"crossref","unstructured":"Haoxiang Zhang Shaowei Wang Tse-Hsun Chen and Ahmed\u00a0E Hassan. 2021. Are comments on stack overflow well organized for easy retrieval by developers? ACM Transactions on Software Engineering and Methodology (TOSEM) 30 2 (2021) 1\u201331.","DOI":"10.1145\/3434279"},{"key":"e_1_3_3_3_71_2","unstructured":"Zhaowei Zhang Ceyao Zhang Nian Liu Siyuan Qi Ziqi Rong Song-Chun Zhu Shuguang Cui and Yaodong Yang. 2023. Heterogeneous Value Alignment Evaluation for Large Language Models. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2305.17147 (2023)."},{"key":"e_1_3_3_3_72_2","doi-asserted-by":"publisher","DOI":"10.1145\/3322276.3322285"}],"event":{"name":"CHI 2025: CHI Conference on Human Factors in Computing Systems","location":"Yokohama Japan","acronym":"CHI '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3706598.3714034","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/abs\/10.1145\/3706598.3714034","content-type":"text\/html","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3706598.3714034","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3706598.3714034","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T05:04:24Z","timestamp":1751605464000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3706598.3714034"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,25]]},"references-count":71,"alternative-id":["10.1145\/3706598.3714034","10.1145\/3706598"],"URL":"https:\/\/doi.org\/10.1145\/3706598.3714034","relation":{},"subject":[],"published":{"date-parts":[[2025,4,25]]},"assertion":[{"value":"2025-04-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}