TY - GEN
T1 - Augmenting Matlab with semantic objects for an interactive visual environment
AU - Lee, Changhyun
AU - Choo, Jaegul
AU - Chau, Duen Horng
AU - Park, Haesun
PY - 2013
Y1 - 2013
N2 - Analysis tools such as Matlab, R, and SAS support a myriad of built-in computational functions and various standard visualization techniques. However, most of them provide little interaction from visualizations mainly due to the fact that the tools treat the data as just numerical vectors or matrices while ignoring any semantic meaning associated with them. To solve this limitation, we augment Matlab, one of the widely used data analysis tools, with the capability of directly handling the underlying semantic objects and their meanings. Such capabilities allow users to flexibly assign essential interaction capabilities, such as brushing-and-linking and details-on-demand interactions, to visualizations. To demonstrate the capabilities, two usage scenarios in document and graph analysis domains are presented.
AB - Analysis tools such as Matlab, R, and SAS support a myriad of built-in computational functions and various standard visualization techniques. However, most of them provide little interaction from visualizations mainly due to the fact that the tools treat the data as just numerical vectors or matrices while ignoring any semantic meaning associated with them. To solve this limitation, we augment Matlab, one of the widely used data analysis tools, with the capability of directly handling the underlying semantic objects and their meanings. Such capabilities allow users to flexibly assign essential interaction capabilities, such as brushing-and-linking and details-on-demand interactions, to visualizations. To demonstrate the capabilities, two usage scenarios in document and graph analysis domains are presented.
KW - Clustering
KW - Dimension reduction
KW - General Terms visual analytics
KW - Interactive visualization
UR - http://www.scopus.com/inward/record.url?scp=84887422901&partnerID=8YFLogxK
U2 - 10.1145/2501511.2501521
DO - 10.1145/2501511.2501521
M3 - Conference contribution
AN - SCOPUS:84887422901
SN - 9781450323291
T3 - Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013
SP - 63
EP - 70
BT - Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013
PB - Association for Computing Machinery
T2 - ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013
Y2 - 11 August 2013 through 11 August 2013
ER -