Hey ChatGPT, can you visualize my data? - A Multi-Dimensional Study on using an LLM for Constructing Data Visualizations
| dc.contributor.author | Ströbel, Mara | en_US |
| dc.contributor.author | Eckert, Kai | en_US |
| dc.contributor.author | Nagel, Till | en_US |
| dc.contributor.editor | Kucher, Kostiantyn | en_US |
| dc.contributor.editor | Diehl, Alexandra | en_US |
| dc.contributor.editor | Gillmann, Christina | en_US |
| dc.date.accessioned | 2024-05-21T08:45:20Z | |
| dc.date.available | 2024-05-21T08:45:20Z | |
| dc.date.issued | 2024 | |
| dc.description.abstract | This paper explores the effectiveness of an LLM in creating data visualizations across a spectrum of scenarios, characterized by three key dimensions: the complexity of the underlying data, the user's data visualization competencies, and the requirements of the resulting visualization. Based on an empirical study, we offer insights into the potential role of LLMs as tools for empowering users with varied expertise to effectively visualize data. | en_US |
| dc.description.sectionheaders | Posters | |
| dc.description.seriesinformation | EuroVis 2024 - Posters | |
| dc.identifier.doi | 10.2312/evp.20241083 | |
| dc.identifier.isbn | 978-3-03868-258-5 | |
| dc.identifier.pages | 3 pages | |
| dc.identifier.uri | https://doi.org/10.2312/evp.20241083 | |
| dc.identifier.uri | https://diglib.eg.org/handle/10.2312/evp20241083 | |
| dc.publisher | The Eurographics Association | en_US |
| dc.rights | Attribution 4.0 International License | |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
| dc.subject | CCS Concepts: Human-centered computing → Visualization; Computing methodologies → Natural language processing | |
| dc.subject | Human centered computing → Visualization | |
| dc.subject | Computing methodologies → Natural language processing | |
| dc.title | Hey ChatGPT, can you visualize my data? - A Multi-Dimensional Study on using an LLM for Constructing Data Visualizations | en_US |