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计算机工程 ›› 2008, Vol. 34 ›› Issue (5): 85-88. doi: 10.3969/j.issn.1000-3428.2008.05.030

• 软件技术与数据库 • 上一篇    下一篇

多角度可交互的多维数据可视化方法

邵一川1,2,申德荣1,马 也1,聂铁铮1,寇 月1,于 戈1   

  1. (1. 东北大学信息学院,沈阳 110004;2. 沈阳大学计算机系,沈阳 110036)
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2008-03-05 发布日期:2008-03-05

Multiperspective and Interactive Method for Multidimensional Data Visualization

SHAO Yi-chuan1,2, SHEN De-rong1, MA Ye1, NIE Tie-zheng1, KOU Yue1, YU Ge1   

  1. (1. Dept. of Information, Northeastern University, Shenyang 110004; 2. Dept. of Computer, Shenyang University, Shenyang 110036)
  • Received:1900-01-01 Revised:1900-01-01 Online:2008-03-05 Published:2008-03-05

摘要: 提出一种多维数据的可视化方法“旋转坐标系折线法”,通过将Fisheye与星型法相结合,增强可交互性。针对不同可视化技术的特点,提出多角度交互连线法(MCA),将多种可视化方案相结合,从不同角度可视化多维数据。实验证明,该可视化方法可以分析数据进行聚类,评价聚类的准确性与可靠性,也能与用户灵活交互,可更清晰地将可视化效果呈现给用户。该方法已应用于EFCS_Grid网格系统中,达到了预期目标。

关键词: 多维数据, 旋转坐标系折线法, 星型法

Abstract: This paper proposes rotate coordinates fold line strategy as a new multi-dimensional visualization technique, which integrates various methods such as Fisheye and star-graph to stimulate visual thinking. According to features of different visualization technique, Multiperspective Commutative Association(MCA) is proposed to enhance the relations between some visualization approaches to display the multi-dimensional data from various views. Experiments show that the visualization technique not only performs clustering analysis, but also evaluates the precision and reliability of the clusters, and it is user-friendly and displays the results to the user clearly. The visualization method has been applied in EFCS_Grid,

Key words: multi-dimensional visualization, rotate coordinates fold line, star-graph

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