Big data visualization and analytics: Future research challenges and emerging applications

G Andrienko, N Andrienko, SM Drucker… - BigVis 2020: Big data …, 2020 - inria.hal.science
In the context of data visualization and analytics, this report outlines some of the challenges
and emerging applications that arise in the Big Data era. In particularly, fourteen …

Big-data visualization

D Keim, H Qu, KL Ma - IEEE computer graphics and …, 2013 - ieeexplore.ieee.org
Almost all fields of study and practice sooner or later will confront the big-data problem.
Visualization has proven effective for not only presenting essential information in vast …

Challenges and opportunities with big data visualization

R Agrawal, A Kadadi, X Dai, F Andres - Proceedings of the 7th …, 2015 - dl.acm.org
In this big data era, huge amount data are continuously acquired for a variety of purposes.
Advanced computing, imaging, and sensing technologies enable scientists to study natural …

Big data visualization and visual analytics of COVID-19 data

CK Leung, Y Chen, CSH Hoi, S Shang… - 2020 24th …, 2020 - ieeexplore.ieee.org
In the current era of big data, a huge amount of data has been generated and collected from
a wide variety of rich data sources. Embedded in these big data are useful information and …

Big data exploration, visualization and analytics

N Bikakis, G Papastefanatos… - Big data …, 2019 - researchgate.net
The Big Data era has realized the availability of a great amount and variety of datasets for
analysis by non-corporate data analysts, such as research scientists, data journalists, policy …

Big data visualization: A survey

LT Mohammed, AAA AlHabshy… - … Congress on Human …, 2022 - ieeexplore.ieee.org
Due to the rapid development in our world today, multiple data sources from various sources
such as sensors, the internet of things, healthcare data, etc., have been increased. So, it is …

Visual analytics infrastructures: From data management to exploration

JD Fekete - Computer, 2013 - ieeexplore.ieee.org
Analysts exploring big data require more from information visualization, data analysis, and
data management than these components can now deliver. New infrastructures must …

Deepeye: An automatic big data visualization framework

X Qin, Y Luo, N Tang, G Li - Big data mining and analytics, 2018 - ieeexplore.ieee.org
Data visualization transforms data into images to aid the understanding of data; therefore, it
is an invaluable tool for explaining the significance of data to visually inclined people. Given …

Data visualization on mobile devices

B Lee, M Brehmer, P Isenberg, EK Choe… - Extended Abstracts of …, 2018 - dl.acm.org
As mobile visualization is increasingly used and new mobile device form factors and
hardware capabilities continuously emerge, it is timely to reflect on what has been …

Customizing computational methods for visual analytics with big data

J Choo, H Park - IEEE Computer Graphics and Applications, 2013 - ieeexplore.ieee.org
The volume of available data has been growing exponentially, increasing data problem's
complexity and obscurity. In response, visual analytics (VA) has gained attention, yet its …