AdaVis: Adaptive and explainable visualization recommendation for tabular data

• Main Authors: ZHANG, Songheng, WANG, Yong, LI, Haotian, QU, Huamin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Adaptation models; Data visualization; Feature extraction; Knowledge Graphs; Logical Reasoning; Magnetic heads; Visualization Recommendation; Graphics and Human Computer Interfaces; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/8615; https://ink.library.smu.edu.sg/context/sis_research/article/9618/viewcontent/AdaVis_av.pdf
• Institution: Singapore Management University

Automated visualization recommendation facilitates the rapid creation of effective visualizations, which is especially beneficial for users with limited time and limited knowledge of data visualization. There is an increasing trend in leveraging machine learning (ML) techniques to achieve an end-to-...