{"abstract":[{"lang":"eng","text":"Data stories are about revealing and communicating insights from complex data. In this paper, we propose conversational data stories, which support end users in understanding the key findings of the data analysis at hand by natural language conversation. Creating these stories manually means to put a lot of effort into understanding the data and crafting visuals. With increasingly powerful generative large language models (LLMs), natural language processing as well as automating the creation of data stories is a promising field. We present a concept for a conversational data storytelling system that integrates LLMs as well as explainable AI. We present the collected requirements for our system concept and how the requirements are addressed. To show the potential of our approach, we provide a use case scenario and a discussion in this paper. This is supposed to serve as a basis for future research that will aim at investigating the technical reliability and the user experience of such a system."}],"publication":"Proceedings of the 7th Workshop on Human Factors in Hypertext (HUMAN'24)","publication_identifier":{"isbn":["979-8-4007-1120-6"]},"author":[{"id":"74000","full_name":"Grimm, Valentin","last_name":"Grimm","first_name":"Valentin"},{"first_name":"Jessica","last_name":"Rubart","full_name":"Rubart, Jessica","id":"45672"},{"full_name":"Söhlke, Patrick","id":"71784","first_name":"Patrick","last_name":"Söhlke"}],"publisher":"ACM","page":"6","doi":"10.1145/3679058.3688631","corporate_editor":["ACM"],"department":[{"_id":"DEP8000"},{"_id":"DEP8008"}],"user_id":"83781","_id":"12383","year":"2024","publication_status":"published","conference":{"end_date":"2024-09-13","start_date":"2024-09-10","location":"Poznan Poland","name":"35th ACM Conference on Hypertext and Social Media"},"status":"public","citation":{"ufg":"<b>Grimm, Valentin/Rubart, Jessica/Söhlke, Patrick</b>: Conversational Data Stories, hg. von Atzenbeck, Claus/Rubart, Jessica, ACM, New York 2024.","apa":"Grimm, V., Rubart, J., &#38; Söhlke, P. (2024). Conversational Data Stories. In C. Atzenbeck, J. Rubart, &#38; ACM (Eds.), <i>Proceedings of the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i> (p. 6). ACM. <a href=\"https://doi.org/10.1145/3679058.3688631\">https://doi.org/10.1145/3679058.3688631</a>","bjps":"<b>Grimm V, Rubart J and Söhlke P</b> (2024) <i>Conversational Data Stories</i>, Atzenbeck C, Rubart J, and ACM (eds). New York: ACM.","chicago":"Grimm, Valentin, Jessica Rubart, and Patrick Söhlke. <i>Conversational Data Stories</i>. Edited by Claus Atzenbeck, Jessica Rubart, and ACM. <i>Proceedings of the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>. New York: ACM, 2024. <a href=\"https://doi.org/10.1145/3679058.3688631\">https://doi.org/10.1145/3679058.3688631</a>.","short":"V. Grimm, J. Rubart, P. Söhlke, Conversational Data Stories, ACM, New York, 2024.","havard":"V. Grimm, J. Rubart, P. Söhlke, Conversational Data Stories, ACM, New York, 2024.","ieee":"V. Grimm, J. Rubart, and P. Söhlke, <i>Conversational Data Stories</i>. New York: ACM, 2024, p. 6. doi: <a href=\"https://doi.org/10.1145/3679058.3688631\">10.1145/3679058.3688631</a>.","mla":"Grimm, Valentin, et al. “Conversational Data Stories.” <i>Proceedings of the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>, edited by Claus Atzenbeck et al., ACM, 2024, p. 6, <a href=\"https://doi.org/10.1145/3679058.3688631\">https://doi.org/10.1145/3679058.3688631</a>.","van":"Grimm V, Rubart J, Söhlke P. Conversational Data Stories. Atzenbeck C, Rubart J, ACM, editors. Proceedings of the 7th Workshop on Human Factors in Hypertext (HUMAN’24). New York: ACM; 2024.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Grimm, Valentin</span> ; <span style=\"font-variant:small-caps;\">Rubart, Jessica</span> ; <span style=\"font-variant:small-caps;\">Söhlke, Patrick</span> ; <span style=\"font-variant:small-caps;\">Atzenbeck, C.</span> ; <span style=\"font-variant:small-caps;\">Rubart, J.</span> ; <span style=\"font-variant:small-caps;\">ACM</span> (Hrsg.): <i>Conversational Data Stories</i>. New York : ACM, 2024","ama":"Grimm V, Rubart J, Söhlke P. <i>Conversational Data Stories</i>. (Atzenbeck C, Rubart J, ACM, eds.). ACM; 2024:6. doi:<a href=\"https://doi.org/10.1145/3679058.3688631\">10.1145/3679058.3688631</a>","chicago-de":"Grimm, Valentin, Jessica Rubart und Patrick Söhlke. 2024. <i>Conversational Data Stories</i>. Hg. von Claus Atzenbeck, Jessica Rubart, und ACM. <i>Proceedings of the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>. New York: ACM. doi:<a href=\"https://doi.org/10.1145/3679058.3688631\">10.1145/3679058.3688631</a>, ."},"type":"conference_editor_article","place":"New York","language":[{"iso":"eng"}],"editor":[{"full_name":"Atzenbeck, Claus","last_name":"Atzenbeck","first_name":"Claus"},{"full_name":"Rubart, Jessica","id":"45672","first_name":"Jessica","last_name":"Rubart"}],"title":"Conversational Data Stories","date_updated":"2025-01-21T13:30:37Z","date_created":"2025-01-21T13:23:17Z"}