Making data visualization more efficient and effective: a survey

X Qin, Y Luo, N Tang, G Li - The VLDB Journal, 2020 - Springer
Data visualization is crucial in today's data-driven business world, which has been widely
used for helping decision making that is closely related to major revenues of many industrial …

Data visualization and its key fundamentals: A comprehensive survey

G Singh, J Singh, C Prabha - 2022 7th international …, 2022 - ieeexplore.ieee.org
Data visualization is a key component to business and data analytics and it is common to
think of statistical graphics and data visualization as relatively modern developments in …

Interactive visualization of large data sets

P Godfrey, J Gryz, P Lasek - IEEE transactions on knowledge …, 2016 - ieeexplore.ieee.org
Visualization provides a powerful means for data analysis. But to be practical, visual
analytics tools must support smooth and flexible use of visualizations at a fast rate. This …

The case for data visualization management systems: vision paper

E Wu, L Battle, SR Madden - Proceedings of the VLDB Endowment, 2014 - dl.acm.org
Most visualizations today are produced by retrieving data from a database and using a
specialized visualization tool to render it. This decoupled approach results in significant …

[HTML][HTML] Seedb: Efficient data-driven visualization recommendations to support visual analytics

M Vartak, S Rahman, S Madden… - Proceedings of the …, 2015 - ncbi.nlm.nih.gov
Data analysts often build visualizations as the first step in their analytical workflow. However,
when working with high-dimensional datasets, identifying visualizations that show relevant …

The unmet data visualization needs of decision makers within organizations

E Dimara, H Zhang, M Tory… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
When an organization chooses one course of action over alternatives, this task typically falls
on a decision maker with relevant knowledge, experience, and understanding of context …

I've seen" enough" incrementally improving visualizations to support rapid decision making

S Rahman, M Aliakbarpour, HK Kong, E Blais… - Proceedings of the …, 2017 - dl.acm.org
Data visualization is an effective mechanism for identifying trends, insights, and anomalies
in data. On large datasets, however, generating visualizations can take a long time, delaying …

SEEDB: automatically generating query visualizations

M Vartak, S Madden, A Parameswaran, N Polyzotis - 2014 - dspace.mit.edu
Data analysts operating on large volumes of data often rely on visualizations to interpret the
results of queries. However, finding the right visualization for a query is a laborious and time …

Support the data enthusiast: Challenges for next-generation data-analysis systems

K Morton, M Balazinska, D Grossman… - Proceedings of the VLDB …, 2014 - dl.acm.org
We present a vision of next-generation visual analytics services. We argue that these
services should have three related capabilities: support visual and interactive data …

Creation and collaboration: Engaging new audiences for information visualization

J Heer, F Van Ham, S Carpendale, C Weaver… - … Human-Centered Issues …, 2008 - Springer
In recent years we have seen information visualization technology move from an advanced
research topic to mainstream adoption in both commercial and personal use. This move is in …