Towards Visualization Recommendation Systems

Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya Parameswaran
2017 SIGMOD record  
Data visualization is often used as the first step while performing a variety of analytical tasks. With the advent of large, high-dimensional datasets and significant interest in data science, there is a need for tools that can support rapid visual analysis. In this paper we describe our vision for a new class of visualization systems, namely visualization recommendation systems, that can automatically identify and interactively recommend visualizations relevant to an analytical task. We detail
more » ... the key requirements and design considerations for a visualization recommendation system. We also identify a number of challenges in realizing this vision and describe some approaches to address them.
doi:10.1145/3092931.3092937 fatcat:xllwwkhlmjg6zbc3vhikgd3eoe