{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,30]],"date-time":"2025-08-30T12:40:10Z","timestamp":1756557610563,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,8,18]]},"DOI":"10.1145\/3737609.3747095","type":"proceedings-article","created":{"date-parts":[[2025,8,30]],"date-time":"2025-08-30T11:34:02Z","timestamp":1756553642000},"page":"1-4","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Synthetic Data: Representation and\/vs Representativeness"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0278-9757","authenticated-orcid":false,"given":"Hannah","family":"Devinney","sequence":"first","affiliation":[{"name":"Tema-G, Link\u00f6ping university, Link\u00f6ping, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8325-4051","authenticated-orcid":false,"given":"Katherine","family":"Harrison","sequence":"additional","affiliation":[{"name":"Link\u00f6ping University, Link\u00f6ping, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7263-8578","authenticated-orcid":false,"given":"Vagrant","family":"Gautam","sequence":"additional","affiliation":[{"name":"Saarland University, Saarbr\u00fccken, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1874-0958","authenticated-orcid":false,"given":"Irina","family":"Shklovski","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Copenhagen, Copenhagen, Denmark and Department of Thematic Studies, Gender Studies, Link\u00f6ping University, Link\u00f6ping, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,8,30]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642703"},{"key":"e_1_3_3_1_3_2","first-page":"4356","volume-title":"Advances in Neural Information Processing Systems","author":"Bolukbasi Tolga","year":"2016","unstructured":"Tolga Bolukbasi, Kai\u00a0Wei Chang, James Zou, Venkatesh Saligrama, and Adam Kalai. 2016. Man is to computer programmer as woman is to homemaker? Debiasing word embeddings. In Advances in Neural Information Processing Systems (Barcelona, Spain). NeurIPS, 4356\u20134364. http:\/\/papers.nips.cc\/paper\/6228-man-is-to-computer-programmer-as-woman-is-to-homemaker-d"},{"key":"e_1_3_3_1_4_2","unstructured":"Robert Booth. 2025. Revisions of \u2018hateful conduct\u2019: what users can now say on Meta platforms. The Gaurdian (2025). https:\/\/www.theguardian.com\/technology\/2025\/jan\/08\/permitted-hateful-conduct-what-users-can-now-say-on-meta-platforms"},{"key":"e_1_3_3_1_5_2","first-page":"1","volume-title":"Proceedings of the 1st Conference on Fairness, Accountability and Transparency, PMLR","volume":"81","author":"Buolamwini Joy","year":"2018","unstructured":"Joy Buolamwini and Timnit Gebru. 2018. Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification *. In Proceedings of the 1st Conference on Fairness, Accountability and Transparency, PMLR , Vol.\u00a081. 1\u201315."},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/3531146.3533203"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.gebnlp-1.3"},{"key":"e_1_3_3_1_8_2","unstructured":"Salehe\u00a0Erfanian Ebadi You-Cyuan Jhang Alex Zook Saurav Dhakad Adam Crespi Pete Parisi Steven Borkman Jonathan Hogins and Sujoy Ganguly. 2022. PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision. arxiv:https:\/\/arXiv.org\/abs\/2112.09290\u00a0[cs.CV] https:\/\/arxiv.org\/abs\/2112.09290"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","unstructured":"Nikhil Garg Londa Schiebinger Dan Jurafsky and James Zou. 2018. Word embeddings quantify 100 years of gender and ethnic stereotypes. Proceedings of the National Academy of Sciences of the United States of America 115 (4 2018) E3635\u2013E3644. Issue 16. 10.1073\/pnas.1720347115","DOI":"10.1073\/pnas.1720347115"},{"key":"e_1_3_3_1_10_2","first-page":"67","volume-title":"\"Det flytande kaf\u00e9et\": Mobila seminarier, besv\u00e4rlig kunskap och metakognition","author":"Gunnarsson\u00a0Payne Jenny","year":"2015","unstructured":"Jenny Gunnarsson\u00a0Payne. 2015. \"Det flytande kaf\u00e9et\": Mobila seminarier, besv\u00e4rlig kunskap och metakognition. Studentlitteratur AB, 67\u201381."},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.5040\/9781350230767"},{"key":"e_1_3_3_1_12_2","volume-title":"Representation (2nd ed. ed.)","author":"Hall Stuart","year":"1997","unstructured":"Stuart Hall. 1997. The Spectacle of the \u2018Other\u2019. In Representation (2nd ed. ed.). SAGE Publications."},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580688"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.4324\/9781315743226"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642555"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","unstructured":"Benjamin\u00a0N Jacobsen. 2023. Machine learning and the politics of synthetic data. Big Data & Society 10 1 (2023) 20539517221145372. 10.1177\/20539517221145372","DOI":"10.1177\/20539517221145372"},{"key":"e_1_3_3_1_17_2","volume-title":"Synthetic Data \u2013 what, why and how?","author":"Jordon James","year":"2022","unstructured":"James Jordon, Lukasz Szpruch, Florimond Houssiau, Mirko Bottarelli, Giovanni Cherubin, Carsten Maple, Samuel\u00a0N. Cohen, and Adrian Weller. 2022. Synthetic Data \u2013 what, why and how?Technical Report. The Alan Turing Institute. arxiv:https:\/\/arXiv.org\/abs\/2205.03257https:\/\/arxiv.org\/abs\/2205.03257"},{"key":"e_1_3_3_1_18_2","unstructured":"Shivani Kapania Stephanie Ballard Alex Kessler and Jennifer\u00a0Wortman Vaughan. 2025. Examining the Expanding Role of Synthetic Data Throughout the AI Development Pipeline. arxiv:https:\/\/arXiv.org\/abs\/2501.18493\u00a0[cs.HC] https:\/\/arxiv.org\/abs\/2501.18493"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300780"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","unstructured":"Erika McCormick Dillon Nussbaum and Ronald Prussick. 2023. 44445 Representation of skin tones in Google image results for psoriasis. Journal of the American Academy of Dermatology 89 3 Supplement (2023) AB218. 10.1016\/j.jaad.2023.07.872SI: 2023 Poster Abstracts.","DOI":"10.1016\/j.jaad.2023.07.872"},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.1145\/3678884.3681826"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","unstructured":"Luca Rossi Katherine Harrison and Irina Shklovski. 2024. The Problems of LLM-generated Data in Social Science Research. Sociologica 18 2 (Jan. 2024) 145\u2013168. 10.6092\/issn.1971-8853\/19576","DOI":"10.6092\/issn.1971-8853\/19576"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"publisher","unstructured":"Marie\u00a0Gustafsson Send\u00e9n Sverker Sikstr\u00f6m and Torun Lindholm. 2015. \u201cShe\u201d and \u201cHe\u201d in News Media Messages: Pronoun Use Reflects Gender Biases in Semantic Contexts. Sex Roles 72 (1 2015) 40\u201349. Issue 1-2. 10.1007\/s11199-014-0437-x","DOI":"10.1007\/s11199-014-0437-x"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","unstructured":"Nima Shahbazi Yin Lin Abolfazl Asudeh and H.\u00a0V. Jagadish. 2023. Representation Bias in Data: A Survey on Identification and Resolution Techniques. ACM Comput. Surv. 55 13s Article 293 (July 2023) 39\u00a0pages. 10.1145\/3588433","DOI":"10.1145\/3588433"},{"key":"e_1_3_3_1_25_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580922"},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","unstructured":"Nikki Stevens Anna\u00a0Lauren Hoffman and Sara Florini. 2021. The Unremarked Optimum: Whiteness optimization and control in the database revolution. Review of Communication 21 2 (2021) 113\u2013128. 10.1080\/15358593.2021.1934521","DOI":"10.1080\/15358593.2021.1934521"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","unstructured":"Boris van Breugel Tennison Liu Dino Oglic and Mihaela van\u00a0der Schaar. 2024. Synthetic data in biomedicine via generative artificial intelligence. Nature Reviews Bioengineering 2 12 (2024) 991\u2013\u20131004. 10.1038\/s44222-024-00245-7","DOI":"10.1038\/s44222-024-00245-7"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1145\/3630106.3659002"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.1093\/oxfordhb\/9780190932596.013.17"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"crossref","unstructured":"Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez and Kai-Wei Chang. 2017. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints. EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing Proceedings (7 2017) 2979\u20132989. http:\/\/arxiv.org\/abs\/1707.09457","DOI":"10.18653\/v1\/D17-1323"}],"event":{"name":"AAR Adjunct 2025: The sixth decennial Aarhus conference: Computing X Crisis","acronym":"AAR Adjunct 2025","location":"Aarhus N Denmark"},"container-title":["Adjunct Proceedings of the Sixth Decennial Aarhus Conference: Computing X Crisis"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3737609.3747095","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,30]],"date-time":"2025-08-30T12:05:42Z","timestamp":1756555542000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3737609.3747095"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,18]]},"references-count":29,"alternative-id":["10.1145\/3737609.3747095","10.1145\/3737609"],"URL":"https:\/\/doi.org\/10.1145\/3737609.3747095","relation":{},"subject":[],"published":{"date-parts":[[2025,8,18]]},"assertion":[{"value":"2025-08-30","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}