ChartDetective: Easy and Accurate Interactive Data Extraction from Complex Vector Charts
Damien Masson, Sylvain Malacria, Daniel Vogel, Edward Lank, Géry Casiez
摘要
Extracting underlying data from rasterized charts is tedious and inaccurate; values might be partially occluded or hard to distinguish, and the quality of the image limits the precision of the data being recovered. To address these issues, we introduce a semi-automatic system leveraging vector charts to extract the underlying data easily and accurately. The system is designed to make the most of vector information by relying on a drag-and-drop interface combined with selection, filtering, and previsualization features. A user study showed that participants spent less than 4 minutes to accurately recover data from charts published at CHI with diverse styles, thousands of data points, a combination of different encodings, and elements partially or completely occluded. Compared to other approaches relying on raster images, our tool successfully recovered all data, even when hidden, with a 78% lower relative error.
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引用它的顶会 Paper11
- Charagraph: Interactive Generation of Charts for Realtime Annotation of Data-Rich ParagraphsDamien Masson, Sylvain Malacria, Géry Casiez, Daniel VogelCHI 2023 · 被引用 35 次
- DIVI: Dynamically Interactive VisualizationLuke S. Snyder, Jeffrey HeerIEEE VIS 2023 · 被引用 14 次
- Statslator: Interactive Translation of NHST and Estimation Statistics Reporting Styles in Scientific DocumentsDamien Masson, Sylvain Malacria, Géry Casiez, Daniel VogelUIST 2023 · 被引用 10 次
- Mystique: Deconstructing SVG Charts for Layout ReuseChen Chen, Bongshin Lee, Yunhai Wang, Yunjeong Chang 等IEEE VIS 2023 · 被引用 10 次
- Towards Enhancing Low Vision Usability of Data Charts on SmartphonesYash Prakash, Pathan Aseef Khan, Akshay Kolgar Nayak, Sampath Jayarathna 等IEEE VIS 2024 · 被引用 6 次
它引用的顶会 Paper10
- Answering Questions about Charts and Generating Visual ExplanationsDae Hyun Kim, Enamul Hoque, Maneesh AgrawalaCHI 2020 · 被引用 121 次
- Transparency of CHI Research Artifacts: Results of a Self-Reported SurveyChat Wacharamanotham, Lukas Eisenring, Steve Haroz, Florian EchtlerCHI 2020 · 被引用 120 次
- The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English WritersDaniel Buschek, Martin Zürn, Malin EibandCHI 2021 · 被引用 106 次
- Automatic Annotation Synchronizing with Textual Description for VisualizationChufan Lai, Zhixian Lin, Ruike Jiang, Yun Han 等CHI 2020 · 被引用 74 次
- Understanding Data Accessibility for People with Intellectual and Developmental DisabilitiesKeke Wu, Emma Petersen, Tahmina Ahmad, David Burlinson 等CHI 2021 · 被引用 68 次
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