NDLI: Interactive Data Analysis Tool by Augmenting MATLAB with Semantic Objects

Content Provider	IEEE Xplore Digital Library
Author	Changhyun Lee Jaegul Choo Duen Horng Chau Haesun Park
Copyright Year	2013
Description	Author affiliation: Sch. of Comput. Sci. & Eng., Georgia Inst. of Technol., Atlanta, GA, USA (Changhyun Lee; Jaegul Choo; Duen Horng Chau; Haesun Park)
Abstract	The traditional data analysis tools support strong computational capabilities and numerous standard visualization techniques. However, they provide little visual interactions due to the fact that the tools maintain a wide applicability to diverse data domains, and thus any inherent meanings associated with the data domains are hardly allowed. To cover these limitations, we propose to augment Matlab, one of the widely used data analysis tools and computational languages, by imposing the capabilities of handling semantic objects so that diverse essential interaction capabilities could be allowed such as brushing-and-linking, details-on-demand, and dynamic interactive updating on visualization. In our demonstration, we will show our audience how to import semantic data, how visual interactions are occurred, and how these functionalities are convenient using the movie similarity graph data set.
Sponsorship	Toshiba
Starting Page	1093
Ending Page	1096
File Size	381924
Page Count	4
File Format	PDF
e-ISBN	9781479931422
DOI	10.1109/ICDMW.2013.167
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-12-07
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Visualization Data analysis Semantics Heating Data visualization visual analytics Motion pictures interactive visualization MATLAB clustering dimension reduction
Content Type	Text
Resource Type	Article

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