KG4Vis: A knowledge graph-based approach for visualization recommendation

• Main Authors: LI, Haotian, WANG, Yong, ZHANG, Songheng, SONG, Yangqiu, QU, Huamin.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Data visualization; Visualization recommendation; Knowledge graph; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6769; https://ink.library.smu.edu.sg/context/sis_research/article/7772/viewcontent/21_TVCG_KG4VIS.pdf
• Institution: Singapore Management University

Visualization recommendation or automatic visualization generation can significantly lower the barriers for general users to rapidly create effective data visualizations, especially for those users without a background in data visualizations. However, existing rule-based approaches require tedious m...