{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T12:23:06Z","timestamp":1776082986593,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":14,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,5,8]]},"DOI":"10.1145\/3701716.3715452","type":"proceedings-article","created":{"date-parts":[[2025,6,23]],"date-time":"2025-06-23T14:10:32Z","timestamp":1750687832000},"page":"1167-1171","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-2837-3277","authenticated-orcid":false,"given":"Reuben","family":"Luera","sequence":"first","affiliation":[{"name":"University of California, San Diego, Los Angeles, California, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9758-0635","authenticated-orcid":false,"given":"Ryan","family":"Rossi","sequence":"additional","affiliation":[{"name":"Adobe Research, San Jose, California, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1119-1346","authenticated-orcid":false,"given":"Franck","family":"Dernoncourt","sequence":"additional","affiliation":[{"name":"Adobe Research, Seattle, Washington, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4879-1476","authenticated-orcid":false,"given":"Alexa","family":"Siu","sequence":"additional","affiliation":[{"name":"Adobe Research, San Jose, California, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3580-5290","authenticated-orcid":false,"given":"Sungchul","family":"Kim","sequence":"additional","affiliation":[{"name":"Adobe Research, San Jose, California, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5991-2050","authenticated-orcid":false,"given":"Tong","family":"Yu","sequence":"additional","affiliation":[{"name":"Adobe Research, San Jose, California, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0406-2201","authenticated-orcid":false,"given":"Ruiyi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Adobe Research, San Jose, California, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-9864-355X","authenticated-orcid":false,"given":"Xiang","family":"Chen","sequence":"additional","affiliation":[{"name":"Adobe Research, San Jose, California, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3779-7784","authenticated-orcid":false,"given":"Nedim","family":"Lipka","sequence":"additional","affiliation":[{"name":"Adobe Research, San Jose, California, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-6714-1660","authenticated-orcid":false,"given":"Zhehao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Dartmouth College, Hanover, New Hampshire, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0919-0616","authenticated-orcid":false,"given":"Seon","family":"Gyeom Kim","sequence":"additional","affiliation":[{"name":"Korea Advanced Institute of Science &amp; Technology, Daejeon, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9235-9947","authenticated-orcid":false,"given":"Tak","family":"Yeon Lee","sequence":"additional","affiliation":[{"name":"Korea Advanced Institute of Science &amp; Technology, Daejeon, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,5,23]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Tom B. Brown Benjamin Mann Nick Ryder et al. 2020. Language Models are Few-Shot Learners. CoRR Vol. abs\/2005.14165 (2020). showeprint[arXiv]2005.14165"},{"key":"e_1_3_2_1_2_1","unstructured":"EM Disseldorp. 2020. Data Literacy: Detecting Data Literacy Gaps within Businesses. B.S. thesis. University of Twente."},{"key":"e_1_3_2_1_3_1","volume-title":"Analytics Pres","volume":"2","author":"Few Stephen","year":"2004","unstructured":"Stephen Few. 2004. Show me the numbers. Analytics Pres, Vol. 2 (2004)."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2557324"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.2019.8933766"},{"key":"e_1_3_2_1_6_1","volume-title":"IEEE TVCG","volume":"27","author":"Arpit","year":"2020","unstructured":"Arpit Narechania et al. 2020. NL4DV: A toolkit for generating analytic specifications for data visualization from natural language queries. IEEE TVCG, Vol. 27, 2 (2020)."},{"key":"e_1_3_2_1_7_1","unstructured":"Md Mahinur Rashid et al. 2021. Text2Chart: A Multi-Staged Chart Generator from Natural. arXiv preprint arXiv:2104.04584 (2021)."},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the 29th annual symposium on user interface software and technology. 365--377","author":"Vidya","unstructured":"Vidya Setlur et al. 2016. Eviza: A natural language interface for visual analysis. In Proceedings of the 29th annual symposium on user interface software and technology. 365--377."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3640543.3645212"},{"key":"e_1_3_2_1_10_1","unstructured":"Thomas C Smits et al. [n. d.]. AltGosling: Automatic Generation of Text Descriptions for Accessible Genomics Data Visualization. ( [n. d.])."},{"key":"e_1_3_2_1_11_1","first-page":"1233","article-title":"Striking a balance: Reader takeaways and preferences when integrating text and charts","volume":"29","author":"Chase Stokes","year":"2022","unstructured":"Chase Stokes et al. 2022. Striking a balance: Reader takeaways and preferences when integrating text and charts. IEEE TVCG, Vol. 29, 1 (2022), 1233--1243.","journal-title":"IEEE TVCG"},{"key":"e_1_3_2_1_12_1","volume-title":"Chartgpt: Leveraging llms to generate charts from abstract natural language","author":"Yuan Tian","year":"2024","unstructured":"Yuan Tian et al. 2024. Chartgpt: Leveraging llms to generate charts from abstract natural language. IEEE TVCG (2024)."},{"key":"e_1_3_2_1_13_1","volume-title":"The visual display of quantitative information","author":"Tufte Edward R","unstructured":"Edward R Tufte and Peter R Graves-Morris. [n.,d.]. The visual display of quantitative information. Vol. 2."},{"key":"e_1_3_2_1_14_1","first-page":"1","article-title":"Overcoming data literacy barriers: empowering non-technical teams","volume":"5","author":"Vemulapalli Gopichand","year":"2024","unstructured":"Gopichand Vemulapalli. 2024. Overcoming data literacy barriers: empowering non-technical teams. INJMR, Vol. 5, 5 (2024), 1--17.","journal-title":"INJMR"}],"event":{"name":"WWW '25: The ACM Web Conference 2025","location":"Sydney NSW Australia","acronym":"WWW '25","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Companion Proceedings of the ACM on Web Conference 2025"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3701716.3715452","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T18:23:56Z","timestamp":1759861436000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3701716.3715452"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,8]]},"references-count":14,"alternative-id":["10.1145\/3701716.3715452","10.1145\/3701716"],"URL":"https:\/\/doi.org\/10.1145\/3701716.3715452","relation":{},"subject":[],"published":{"date-parts":[[2025,5,8]]},"assertion":[{"value":"2025-05-23","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}