An Interactive, 3D Visual Exploration Tool for Undirected Relationships

Abstract

Many relationships in data mining such as frequent itemsets and similarity are undirected. An effective visualization of such relationships at a large scale offers a valuable visual feedback about the dataset or data mining results to the user by which the user's understanding of the target information is greatly enhanced. We present a highly interactive 3D visual data exploration tool with a high graphical quality in this paper. Visual data exploration using this tool on various real and synthetic datasets in main memory was effective and promising.