{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T23:20:57Z","timestamp":1776122457161,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":149,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,5,11]],"date-time":"2024-05-11T00:00:00Z","timestamp":1715385600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/501100002920","name":"Research Grants Council, University Grants Committee","doi-asserted-by":"publisher","award":["16210722"],"award-info":[{"award-number":["16210722"]}],"id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/501100002920","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,5,11]]},"DOI":"10.1145\/3613904.3642726","type":"proceedings-article","created":{"date-parts":[[2024,5,11]],"date-time":"2024-05-11T08:37:41Z","timestamp":1715416661000},"page":"1-19","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":68,"title":["Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9547-3449","authenticated-orcid":false,"given":"Haotian","family":"Li","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0468-4043","authenticated-orcid":false,"given":"Yun","family":"Wang","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3344-9694","authenticated-orcid":false,"given":"Huamin","family":"Qu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"}]}],"member":"320","published-online":{"date-parts":[[2024,5,11]]},"reference":[{"key":"e_1_3_3_3_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2009.107"},{"key":"e_1_3_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300233"},{"key":"e_1_3_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598647"},{"key":"e_1_3_3_3_4_1","volume-title":"A Programmatic Definition of Visualization Insights, Objectives, and Tasks. arXiv preprint arXiv:2206.04767","author":"Battle Leilani","year":"2022","unstructured":"Leilani Battle and Alvitta Ottley. 2022. A Programmatic Definition of Visualization Insights, Objectives, and Tasks. arXiv preprint arXiv:2206.04767 (2022)."},{"key":"e_1_3_3_3_5_1","volume-title":"What Exactly is an Insight? A Literature Review. arXiv preprint arXiv:2307.06551","author":"Battle Leilani","year":"2023","unstructured":"Leilani Battle and Alvitta Ottley. 2023. What Exactly is an Insight? A Literature Review. arXiv preprint arXiv:2307.06551 (2023)."},{"key":"e_1_3_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114760"},{"key":"e_1_3_3_3_7_1","volume-title":"Proceedings of the Computation+Journalism Symposium, Vol.\u00a02.","author":"Brehmer Matthew","year":"2019","unstructured":"Matthew Brehmer, Bongshin Lee, Nathalie\u00a0Henry Riche, David Tittsworth, Kate Lytvynets, Darren Edge, and Christopher White. 2019. Timeline Storyteller: The Design & Deployment of an Interactive Authoring Tool for Expressive Timeline Narratives. In Proceedings of the Computation+Journalism Symposium, Vol.\u00a02."},{"key":"e_1_3_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598876"},{"key":"e_1_3_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581472"},{"key":"e_1_3_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580959"},{"key":"e_1_3_3_3_11_1","volume-title":"How Does Automation Shape the Process of Narrative Visualization: A Survey of Tools","author":"Chen Qing","year":"2023","unstructured":"Qing Chen, Shixiong Cao, Jiazhe Wang, and Nan Cao. 2023. How Does Automation Shape the Process of Narrative Visualization: A Survey of Tools. IEEE Transactions on Visualization and Computer Graphics (2023)."},{"key":"e_1_3_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114804"},{"key":"e_1_3_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2010.5652885"},{"key":"e_1_3_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753846.1754042"},{"key":"e_1_3_3_3_15_1","doi-asserted-by":"crossref","first-page":"917","DOI":"10.1109\/TVCG.2019.2934810","article-title":"Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline","volume":"26","author":"Chen Zhutian","year":"2019","unstructured":"Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, and Huamin Qu. 2019. Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline. IEEE Transactions on Visualization and Computer Graphics 26, 1 (2019), 917\u2013926.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"e_1_3_3_3_16_1","doi-asserted-by":"crossref","first-page":"918","DOI":"10.1109\/TVCG.2022.3209497","article-title":"Sporthesia: Augmenting Sports Videos Using Natural Language","volume":"29","author":"Chen Zhutian","year":"2022","unstructured":"Zhutian Chen, Qisen Yang, Xiao Xie, Johanna Beyer, Haijun Xia, Yingcai Wu, and Hanspeter Pfister. 2022. Sporthesia: Augmenting Sports Videos Using Natural Language. IEEE Transactions on Visualization and Computer Graphics 29, 1 (2022), 918\u2013928.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"e_1_3_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114806"},{"key":"e_1_3_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14560"},{"key":"e_1_3_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2909132.2909255"},{"key":"e_1_3_3_3_20_1","volume-title":"Data-Driven Storytelling.","author":"Chevalier Fanny","unstructured":"Fanny Chevalier, Melanie Tory, Bongshin Lee, Jarke van Wijk, Giuseppe Santucci, Marian D\u00f6rk, and Jessica Hullman. 2018. From Analysis to Communication: Supporting the Lifecycle of a Story. In Data-Driven Storytelling. AK Peters\/CRC Press, 151\u2013183."},{"key":"e_1_3_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12650-020-00690-7"},{"key":"e_1_3_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14004"},{"key":"e_1_3_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3472749.3474731"},{"key":"e_1_3_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445775"},{"key":"e_1_3_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2020.3030340"},{"key":"e_1_3_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114856"},{"key":"e_1_3_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2934785"},{"key":"e_1_3_3_3_28_1","volume-title":"Mixed-Initiative Creative Interfaces. In Extended Abstracts of the 2017 CHI Conference on Human Factors in Computing Systems. 628\u2013635","author":"Deterding Sebastian","year":"2017","unstructured":"Sebastian Deterding, Jonathan Hook, Rebecca Fiebrink, Marco Gillies, Jeremy Gow, Memo Akten, Gillian Smith, Antonios Liapis, and Kate Compton. 2017. Mixed-Initiative Creative Interfaces. In Extended Abstracts of the 2017 CHI Conference on Human Factors in Computing Systems. 628\u2013635."},{"key":"e_1_3_3_3_29_1","volume-title":"LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models. arXiv preprint arXiv:2303.02927","author":"Dibia Victor","year":"2023","unstructured":"Victor Dibia. 2023. LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models. arXiv preprint arXiv:2303.02927 (2023)."},{"key":"e_1_3_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3299869.3314037"},{"key":"e_1_3_3_3_31_1","volume-title":"A Model for Types and Levels of Automation in Visual Analytics: A Survey, a Taxonomy, and Examples","author":"Domova Veronika","year":"2022","unstructured":"Veronika Domova and Katerina Vrotsou. 2022. A Model for Types and Levels of Automation in Visual Analytics: A Survey, a Taxonomy, and Examples. IEEE Transactions on Visualization and Computer Graphics (2022)."},{"key":"e_1_3_3_3_32_1","volume-title":"Data-Driven Storytelling.","author":"Elmer Christina","unstructured":"Christina Elmer, Jonathan Schwabish, and Benjamin Wiederkehr. 2018. Organizing the Work of Data-Driven Visual Storytelling. In Data-Driven Storytelling. AK Peters\/CRC Press, 185\u2013208."},{"key":"e_1_3_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1177\/154193128703101219"},{"key":"e_1_3_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3502138"},{"key":"e_1_3_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.13065"},{"key":"e_1_3_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.2019.8933570"},{"key":"e_1_3_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557228"},{"key":"e_1_3_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445452"},{"key":"e_1_3_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.5555\/3071534.3071586"},{"key":"e_1_3_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3526113.3545614"},{"key":"e_1_3_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1807184115"},{"key":"e_1_3_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/302979.303030"},{"key":"e_1_3_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3134688"},{"key":"e_1_3_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300358"},{"key":"e_1_3_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2481374"},{"key":"e_1_3_3_3_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.119"},{"key":"e_1_3_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3449168"},{"key":"e_1_3_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445434"},{"key":"e_1_3_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300335"},{"key":"e_1_3_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300309"},{"key":"e_1_3_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598620"},{"key":"e_1_3_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1109\/VIS49827.2021.9623291"},{"key":"e_1_3_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025866"},{"key":"e_1_3_3_3_54_1","volume-title":"Molecumentary: Adaptable Narrated Documentaries Using Molecular Visualization","author":"Kouril David","year":"2021","unstructured":"David Kouril, Ondrej Strnad, Peter Mindek, Sarkis Halladjian, Tobias Isenberg, Eduard Groeller, and Ivan Viola. 2021. Molecumentary: Adaptable Narrated Documentaries Using Molecular Visualization. IEEE Transactions on Visualization and Computer Graphics (2021)."},{"key":"e_1_3_3_3_55_1","volume-title":"A Survey of Visual Analytics Techniques for Online Education. Visual Informatics","author":"Kui Xiaoyan","year":"2022","unstructured":"Xiaoyan Kui, Naiming Liu, Qiang Liu, Jingwei Liu, Xiaoqian Zeng, and Chao Zhang. 2022. A Survey of Visual Analytics Techniques for Online Education. Visual Informatics (2022)."},{"key":"e_1_3_3_3_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/3593013.3594087"},{"key":"e_1_3_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114802"},{"key":"e_1_3_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.191"},{"key":"e_1_3_3_3_59_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2015.99"},{"key":"e_1_3_3_3_60_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMsr2214184"},{"key":"e_1_3_3_3_61_1","volume-title":"Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling. arXiv preprint arXiv:2304.08366","author":"Li Haotian","year":"2023","unstructured":"Haotian Li, Yun Wang, Q\u00a0Vera Liao, and Huamin Qu. 2023. Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling. arXiv preprint arXiv:2304.08366 (2023)."},{"key":"e_1_3_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3502048"},{"key":"e_1_3_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445294"},{"key":"e_1_3_3_3_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580965"},{"key":"e_1_3_3_3_65_1","volume-title":"Proceedings of the Third Workshop on Narrative Understanding. 48\u201355","author":"Li Lucy","year":"2021","unstructured":"Lucy Li and David Bamman. 2021. Gender and Representation Bias in GPT-3 Generated Stories. In Proceedings of the Third Workshop on Narrative Understanding. 48\u201355."},{"key":"e_1_3_3_3_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581452"},{"key":"e_1_3_3_3_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581470"},{"key":"e_1_3_3_3_68_1","volume-title":"IRE Transactions on Human Factors in Electronics1","author":"Licklider CR","year":"1960","unstructured":"Joseph\u00a0CR Licklider. 1960. Man-Computer Symbiosis. IRE Transactions on Human Factors in Electronics1 (1960), 4\u201311."},{"key":"e_1_3_3_3_69_1","volume-title":"DMiner: Dashboard Design Mining and Recommendation","author":"Lin Yanna","year":"2023","unstructured":"Yanna Lin, Haotian Li, Aoyu Wu, Yong Wang, and Huamin Qu. 2023. DMiner: Dashboard Design Mining and Recommendation. IEEE Transactions on Visualization and Computer Graphics (2023)."},{"key":"e_1_3_3_3_70_1","volume-title":"InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks. arXiv preprint arXiv:2307.07922","author":"Lin Yanna","year":"2023","unstructured":"Yanna Lin, Haotian Li, Leni Yang, Aoyu Wu, and Huamin Qu. 2023. InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks. arXiv preprint arXiv:2307.07922 (2023)."},{"key":"e_1_3_3_3_71_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598432"},{"key":"e_1_3_3_3_72_1","volume-title":"Image-Driven Harmonious Color Palette Generation for Diverse Information Visualization","author":"Liu Shuqi","year":"2022","unstructured":"Shuqi Liu, Mingtian Tao, Yifei Huang, Changbo Wang, and Chenhui Li. 2022. Image-Driven Harmonious Color Palette Generation for Diverse Information Visualization. IEEE Transactions on Visualization and Computer Graphics (2022)."},{"key":"e_1_3_3_3_73_1","doi-asserted-by":"publisher","DOI":"10.1177\/0021943603259363"},{"key":"e_1_3_3_3_74_1","doi-asserted-by":"publisher","DOI":"10.1109\/PacificVis52677.2021.00011"},{"key":"e_1_3_3_3_75_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2020.2968249"},{"key":"e_1_3_3_3_76_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2005.04.002"},{"key":"e_1_3_3_3_77_1","volume-title":"GROUP","author":"Mao Yaoli","year":"2019","unstructured":"Yaoli Mao, Dakuo Wang, Michael Muller, Kush\u00a0R Varshney, Ioana Baldini, Casey Dugan, and Aleksandra Mojsilovi\u0107. 2019. How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?Proceedings of the ACM on Human-Computer Interaction 3, GROUP (2019), 1\u201323."},{"key":"e_1_3_3_3_78_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13717"},{"key":"e_1_3_3_3_79_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13212"},{"key":"e_1_3_3_3_80_1","doi-asserted-by":"publisher","DOI":"10.1145\/3172944.3173007"},{"key":"e_1_3_3_3_81_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2864812"},{"key":"e_1_3_3_3_82_1","volume-title":"ScrollyVis: Interactive Visual Authoring of Guided Dynamic Narratives for Scientific Scrollytelling","author":"M\u00f6rth Eric","year":"2022","unstructured":"Eric M\u00f6rth, Stefan Bruckner, and Noeska\u00a0N Smit. 2022. ScrollyVis: Interactive Visual Authoring of Guided Dynamic Narratives for Scientific Scrollytelling. IEEE Transactions on Visualization and Computer Graphics (2022)."},{"key":"e_1_3_3_3_83_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cola.2020.100961"},{"key":"e_1_3_3_3_84_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cola.2022.101125"},{"key":"e_1_3_3_3_86_1","doi-asserted-by":"publisher","DOI":"10.1109\/3468.844354"},{"key":"e_1_3_3_3_87_1","volume-title":"Generative Agents: Interactive Simulacra of Human Behavior. arXiv preprint arXiv:2304.03442","author":"Park Joon\u00a0Sung","year":"2023","unstructured":"Joon\u00a0Sung Park, Joseph\u00a0C O\u2019Brien, Carrie\u00a0J Cai, Meredith\u00a0Ringel Morris, Percy Liang, and Michael\u00a0S Bernstein. 2023. Generative Agents: Interactive Simulacra of Human Behavior. arXiv preprint arXiv:2304.03442 (2023)."},{"key":"e_1_3_3_3_88_1","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.1992.183420"},{"key":"e_1_3_3_3_89_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445063"},{"key":"e_1_3_3_3_90_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2020.3030448"},{"key":"e_1_3_3_3_91_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-019-00588-3"},{"key":"e_1_3_3_3_92_1","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2017.8031599"},{"key":"e_1_3_3_3_93_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2865158"},{"key":"e_1_3_3_3_94_1","doi-asserted-by":"publisher","DOI":"10.1007\/s44267-023-00011-0"},{"key":"e_1_3_3_3_95_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"e_1_3_3_3_96_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12392"},{"key":"e_1_3_3_3_97_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.179"},{"key":"e_1_3_3_3_98_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3104026"},{"key":"e_1_3_3_3_99_1","volume-title":"Data Player: Automatic Generation of Data Videos with Narration-Animation Interplay. arXiv preprint arXiv:2308.04703","author":"Shen Leixian","year":"2023","unstructured":"Leixian Shen, Yizhi Zhang, Haidong Zhang, and Yun Wang. 2023. Data Player: Automatic Generation of Data Videos with Narration-Animation Interplay. arXiv preprint arXiv:2308.04703 (2023)."},{"key":"e_1_3_3_3_100_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14324"},{"key":"e_1_3_3_3_101_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2020.3030403"},{"key":"e_1_3_3_3_102_1","doi-asserted-by":"publisher","DOI":"10.1145\/3610217"},{"key":"e_1_3_3_3_103_1","first-page":"236","article-title":"Supporting Expressive and Faithful Pictorial Visualization Design with Visual Style Transfer","volume":"29","author":"Shi Yang","year":"2022","unstructured":"Yang Shi, Pei Liu, Siji Chen, Mengdi Sun, and Nan Cao. 2022. Supporting Expressive and Faithful Pictorial Visualization Design with Visual Style Transfer. IEEE Transactions on Visualization and Computer Graphics 29, 1 (2022), 236\u2013246.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"e_1_3_3_3_104_1","volume-title":"Roslingifier: Semi-Automated Storytelling for Animated Scatterplots","author":"Shin Minjeong","year":"2022","unstructured":"Minjeong Shin, Joohee Kim, Yunha Han, Lexing Xie, Mitchell Whitelaw, Bum\u00a0Chul Kwon, Sungahn Ko, and Niklas Elmqvist. 2022. Roslingifier: Semi-Automated Storytelling for Animated Scatterplots. IEEE Transactions on Visualization and Computer Graphics (2022)."},{"key":"e_1_3_3_3_105_1","doi-asserted-by":"publisher","DOI":"10.1145\/1323688.1323689"},{"key":"e_1_3_3_3_106_1","first-page":"42","article-title":"Direct Manipulation vs","volume":"4","author":"Shneiderman Ben","year":"1997","unstructured":"Ben Shneiderman and Pattie Maes. 1997. Direct Manipulation vs. Interface Agents. Interactions 4, 6 (1997), 42\u201361.","journal-title":"Interface Agents. Interactions"},{"key":"e_1_3_3_3_107_1","volume-title":"What Makes a Data-GIF Understandable?IEEE Transactions on Visualization and Computer Graphics 27, 2","author":"Shu Xinhuan","year":"2020","unstructured":"Xinhuan Shu, Aoyu Wu, Junxiu Tang, Benjamin Bach, Yingcai Wu, and Huamin Qu. 2020. What Makes a Data-GIF Understandable?IEEE Transactions on Visualization and Computer Graphics 27, 2 (2020), 1492\u20131502."},{"key":"e_1_3_3_3_108_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2865145"},{"key":"e_1_3_3_3_109_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2745181"},{"key":"e_1_3_3_3_110_1","volume-title":"Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research. arXiv preprint arXiv:2308.06290","author":"Subramonyam Hariharan","year":"2023","unstructured":"Hariharan Subramonyam and Jessica Hullman. 2023. Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research. arXiv preprint arXiv:2308.06290 (2023)."},{"key":"e_1_3_3_3_111_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445354"},{"key":"e_1_3_3_3_112_1","volume-title":"DataTales: Investigating the use of Large Language Models for Authoring Data-Driven Articles. arXiv preprint arXiv:2308.04076","author":"Sultanum Nicole","year":"2023","unstructured":"Nicole Sultanum and Arjun Srinivasan. 2023. DataTales: Investigating the use of Large Language Models for Authoring Data-Driven Articles. arXiv preprint arXiv:2308.04076 (2023)."},{"key":"e_1_3_3_3_113_1","first-page":"983","article-title":"Erato: Cooperative Data Story Editing via Fact Interpolation","volume":"29","author":"Sun Mengdi","year":"2022","unstructured":"Mengdi Sun, Ligan Cai, Weiwei Cui, Yanqiu Wu, Yang Shi, and Nan Cao. 2022. Erato: Cooperative Data Story Editing via Fact Interpolation. IEEE Transactions on Visualization and Computer Graphics 29, 1 (2022), 983\u2013993.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"e_1_3_3_3_114_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3035922"},{"key":"e_1_3_3_3_115_1","doi-asserted-by":"publisher","DOI":"10.1145\/3484506"},{"key":"e_1_3_3_3_116_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445747"},{"key":"e_1_3_3_3_117_1","volume-title":"Data-Driven Storytelling.","author":"Thudt Alice","unstructured":"Alice Thudt, Jagoda Walny, Theresia Gschwandtner, Jason Dykes, and John Stasko. 2018. Exploration and Explanation in Data-Driven Storytelling. In Data-Driven Storytelling. AK Peters\/CRC Press, 59\u201383."},{"key":"e_1_3_3_3_118_1","doi-asserted-by":"publisher","DOI":"10.3390\/info9030065"},{"key":"e_1_3_3_3_119_1","volume-title":"Llama 2: Open Foundation and Fine-Tuned Chat Models. arXiv preprint arXiv:2307.09288","author":"Touvron Hugo","year":"2023","unstructured":"Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, 2023. Llama 2: Open Foundation and Fine-Tuned Chat Models. arXiv preprint arXiv:2307.09288 (2023)."},{"key":"e_1_3_3_3_120_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14527"},{"key":"e_1_3_3_3_121_1","volume-title":"A Literature Review on the Levels of Automation during the Years. What are the Different Taxonomies that have been Proposed?Applied Ergonomics 53","author":"Vagia Marialena","year":"2016","unstructured":"Marialena Vagia, Aksel\u00a0A Transeth, and Sigurd\u00a0A Fjerdingen. 2016. A Literature Review on the Levels of Automation during the Years. What are the Different Taxonomies that have been Proposed?Applied Ergonomics 53 (2016), 190\u2013202."},{"key":"e_1_3_3_3_122_1","doi-asserted-by":"publisher","DOI":"10.1145\/3334480.3381069"},{"key":"e_1_3_3_3_123_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359313"},{"key":"e_1_3_3_3_124_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580753"},{"key":"e_1_3_3_3_125_1","volume-title":"Visual Analytics For Machine Learning: A Data Perspective Survey. arXiv preprint arXiv:2307.07712","author":"Wang Junpeng","year":"2023","unstructured":"Junpeng Wang, Shixia Liu, and Wei Zhang. 2023. Visual Analytics For Machine Learning: A Data Perspective Survey. arXiv preprint arXiv:2307.07712 (2023)."},{"key":"e_1_3_3_3_126_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3106142"},{"key":"e_1_3_3_3_127_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-023-2691-y"},{"key":"e_1_3_3_3_128_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376726"},{"key":"e_1_3_3_3_129_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14325"},{"key":"e_1_3_3_3_130_1","volume-title":"WonderFlow: Narration-Centric Design of Animated Data Videos. arXiv preprint arXiv:2308.04040","author":"Wang Yun","year":"2023","unstructured":"Yun Wang, Leixian Shen, Zhengxin You, Xinhuan Shu, Bongshin Lee, John Thompson, Haidong Zhang, and Dongmei Zhang. 2023. WonderFlow: Narration-Centric Design of Animated Data Videos. arXiv preprint arXiv:2308.04040 (2023)."},{"key":"e_1_3_3_3_131_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2934398"},{"key":"e_1_3_3_3_132_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173909"},{"key":"e_1_3_3_3_133_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539074"},{"key":"e_1_3_3_3_134_1","volume-title":"Proceedings of the International Conference on Learning Representations.","author":"Wei Jason","year":"2021","unstructured":"Jason Wei, Maarten Bosma, Vincent Zhao, Kelvin Guu, Adams\u00a0Wei Yu, Brian Lester, Nan Du, Andrew\u00a0M Dai, and Quoc\u00a0V Le. 2021. Finetuned Language Models are Zero-Shot Learners. In Proceedings of the International Conference on Learning Representations."},{"key":"e_1_3_3_3_135_1","first-page":"56","article-title":"The What-If Tool: Interactive Probing of Machine Learning Models","volume":"26","author":"Wexler James","year":"2019","unstructured":"James Wexler, Mahima Pushkarna, Tolga Bolukbasi, Martin Wattenberg, Fernanda Vi\u00e9gas, and Jimbo Wilson. 2019. The What-If Tool: Interactive Probing of Machine Learning Models. IEEE Transactions on Visualization and Computer Graphics 26, 1 (2019), 56\u201365.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"e_1_3_3_3_136_1","doi-asserted-by":"publisher","DOI":"10.1162\/0891201054223977"},{"key":"e_1_3_3_3_137_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025768"},{"key":"e_1_3_3_3_138_1","volume-title":"AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization","author":"Wu Aoyu","year":"2021","unstructured":"Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, and Huamin Qu. 2021. AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization. IEEE Transactions on Visualization and Computer Graphics (2021)."},{"key":"e_1_3_3_3_139_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173797"},{"key":"e_1_3_3_3_140_1","volume-title":"Explaining with Examples: Lessons Learned from Crowdsourced Introductory Description of Information Visualizations","author":"Yang Leni","year":"2021","unstructured":"Leni Yang, Cindy Xiong, Jason\u00a0K Wong, Aoyu Wu, and Huamin Qu. 2021. Explaining with Examples: Lessons Learned from Crowdsourced Introductory Description of Information Visualizations. IEEE Transactions on Visualization and Computer Graphics (2021)."},{"key":"e_1_3_3_3_141_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114774"},{"key":"e_1_3_3_3_142_1","volume-title":"VISAtlas: An Image-based Exploration and Query System for Large Visualization Collections via Neural Image Embedding","author":"Ye Yilin","year":"2022","unstructured":"Yilin Ye, Rong Huang, and Wei Zeng. 2022. VISAtlas: An Image-based Exploration and Query System for Large Visualization Collections via Neural Image Embedding. IEEE Transactions on Visualization and Computer Graphics (2022)."},{"key":"e_1_3_3_3_143_1","volume-title":"Reviving Static Charts into Live Charts. arXiv preprint arXiv:2309.02967","author":"Ying Lu","year":"2023","unstructured":"Lu Ying, Yun Wang, Haotian Li, Shuguang Dou, Haidong Zhang, Xinyang Jiang, Huamin Qu, and Yingcai Wu. 2023. Reviving Static Charts into Live Charts. arXiv preprint arXiv:2309.02967 (2023)."},{"key":"e_1_3_3_3_144_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3085327"},{"key":"e_1_3_3_3_145_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376172"},{"key":"e_1_3_3_3_146_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114211"},{"key":"e_1_3_3_3_147_1","volume-title":"The Stories We Tell About Data: Surveying Data-Driven Storytelling Using Visualization","author":"Zhao Zhenpeng","year":"2023","unstructured":"Zhenpeng Zhao and Niklas Elmqvist. 2023. The Stories We Tell About Data: Surveying Data-Driven Storytelling Using Visualization. IEEE Computer Graphics and Applications (2023)."},{"key":"e_1_3_3_3_148_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517615"},{"key":"e_1_3_3_3_149_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.visinf.2020.07.002"},{"key":"e_1_3_3_3_150_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2022.3209369"}],"event":{"name":"CHI '24: CHI Conference on Human Factors in Computing Systems","location":"Honolulu HI USA","acronym":"CHI '24","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGACCESS ACM Special Interest Group on Accessible Computing"]},"container-title":["Proceedings of the CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3613904.3642726","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3613904.3642726","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T23:56:57Z","timestamp":1750291017000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3613904.3642726"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,11]]},"references-count":149,"alternative-id":["10.1145\/3613904.3642726","10.1145\/3613904"],"URL":"https:\/\/doi.org\/10.1145\/3613904.3642726","relation":{},"subject":[],"published":{"date-parts":[[2024,5,11]]},"assertion":[{"value":"2024-05-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}