Web-based Atmospheric Nucleation Data Management and Visualization
Document Type
Conference Presentation
Department
Computer Science
Conference Title
Second International Conference on Networking and Distributed Computing
Location
Beijing, China
Conference Dates
September 21-24, 2011
Date of Presentation
9-21-2011
Abstract
Nucleation phenomena play a crucial role in plenty of atmospheric and technological processes. Being short of efficient visual data exploration tools has given rise to trouble understanding atmospheric nucleation processes. In this paper, we utilize the knowledge of hyper tree visualization to enhance our previously developed web-based visualization and analysis tool that allows remote users to effectively mine the wealth of particle-based nucleation simulation data. Our goal is to speed up knowledge discovery and improve users' productivity through effective visual data mining techniques and more friendly user interface design. Meanwhile, we developed a feasible parallel computing solution to overcome the slow response due to expensive large data pre-processing.
First Page
127
Last Page
131
DOI
10.1109/ICNDC.2011.33
Recommended Citation
Zhu, K.,
Song, H.,
&
Gao, J.
(2011).
Web-based Atmospheric Nucleation Data Management and Visualization.
Paper presented at Second International Conference on Networking and Distributed Computing in Beijing, China.
https://scholarlycommons.pacific.edu/soecs-facpres/95
