Visualizing network data 论文

1995IEEE Transactions on Visualization and Computer Graphics引用 387
Data Visualization and AnalyticsComplex Network Analysis TechniquesTopological and Geometric Data Analysis

详细信息

发表期刊/会议
IEEE Transactions on Visualization and Computer Graphics
发表日期
1995-03-01
发表年份
1995

关键词

Data Visualization and AnalyticsComplex Network Analysis TechniquesTopological and Geometric Data Analysis

摘要

Networks are critical to modern society, and a thorough understanding of how they behave is crucial to their efficient operation. Fortunately, data on networks is plentiful; by visualizing this data, it is possible to greatly improve our understanding. Our focus is on visualizing the data associated with a network and not on simply visualizing the structure of the network itself. We begin with three static network displays; two of these use geographical relationships, while the third is a matrix arrangement that gives equal emphasis to all network links. Static displays can be swamped with large amounts of data; hence we introduce direct manipulation techniques that permit the graphs to continue to reveal relationships in the context of much more data. In effect, the static displays are parameterized so that interesting views may easily be discovered interactively. The software to carry out this network visualization is called SeeNet.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>