Interactive Visualization of Enrollment Data Using Parallel Coordinates

被引:0
|
作者
Wei Xinglei [1 ]
Li Xueqing [1 ]
机构
[1] Shandong Univ, Dept Comp Sci & Technol, Jinan 250101, Shandong, Peoples R China
来源
UBIQUITOUS COMPUTING APPLICATION AND WIRELESS SENSOR | 2015年 / 331卷
关键词
Parallel coordinates; Enrollment; Data analysis; Data visualization; EXPLORATION;
D O I
10.1007/978-94-017-9618-7_53
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As one of the main tasks in colleges and universities, enrollment has a vital role in higher education. Visualization of enrollment data serves as an auxiliary to analyze and extract the potential and value of it. Due to the limitations of spatial imagination ability on multivariate data set, people can't gain an intuitive sense of it. What is more, it's difficult to display the variables and characteristics globally and simply using the common methods such as histogram, line chart and so on. It's proposed that interactive visualization on multivariate enrollment data using parallel coordinates should be a simple and flexible approach. The comprehensive utilization of data modelling, data analysis and parallel coordinates aid to interpretation or mining on model, characteristics and rules hidden in the interior of enrollment data. Results of the application on the multivariate enrollment data set prove that, the method of parallel coordinates can implement visual analysis to multivariate Enrollment data flexibly and effectively.
引用
收藏
页码:529 / 535
页数:7
相关论文
共 50 条
  • [41] Outlier-preserving focus plus context visualization in parallel coordinates
    Novotny, Matej
    Hauser, Helwig
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2006, 12 (05) : 893 - 900
  • [42] An interactive parallel coordinates technique applied to a tropical cyclone climate analysis
    Steed, Chad A.
    Fitzpatrick, Patrick J.
    Jankun-Kelly, T. J.
    Yancey, Amber N.
    Swan, J. Edward, II
    COMPUTERS & GEOSCIENCES, 2009, 35 (07) : 1529 - 1539
  • [43] Tile-based parallel coordinates and its application in financial visualization
    Alsakran, Jamal
    Zhao, Ye
    Zhao, Xinlei
    VISUALIZATION AND DATA ANALYSIS 2010, 2010, 7530
  • [44] Research on interactive analysis report in data analysis and visualization platform
    Liang Chen
    Mengting Wu
    Multimedia Tools and Applications, 2023, 82 : 13765 - 13778
  • [45] A Structured Review of Data Management Technology for Interactive Visualization and Analysis
    Battle, Leilani
    Scheidegger, Carlos
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 27 (02) : 1128 - 1138
  • [46] Stars advantages vs Parallel Coordinates (shape perception as visualization reserve)
    Grishin, Vladimir
    VISUALIZATION AND DATA ANALYSIS 2014, 2014, 9017
  • [47] A New Axes Re-ordering Method in Parallel Coordinates Visualization
    Lu, Liang Fu
    Huang, Mao Lin
    Huang, Tze-Haw
    2012 11TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2012), VOL 2, 2012, : 252 - 257
  • [48] An interactive 3D integration of parallel coordinates and Star Glyphs
    Fanea, E
    Carpendale, S
    Isenberg, T
    INFOVIS 05: IEEE SYMPOSIUM ON INFORMATION VISUALIZATION, PROCEEDINGS, 2005, : 149 - 156
  • [49] Interactive Data Visualization Using Dimensionality Reduction and Similarity-Based Representations
    Rosero-Montalvo, P.
    Diaz, P.
    Salazar-Castro, J. A.
    Pena-Unigarro, D. F.
    Anaya-Isaza, A. J.
    Alvarado-Perez, J. C.
    Theron, R.
    Peluffo-Ordonez, D. H.
    PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2016, 2017, 10125 : 334 - 342
  • [50] Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations
    Pena-Unigarro, D. F.
    Rosero-Montalvo, P.
    Revelo-Fuelagan, E. J.
    Castro-Silva, J. A.
    Alvarado-Perez, J. C.
    Theron, R.
    Ortega-Bustamante, C. M.
    Peluffo-Ordonez, D. H.
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2017, 2017, 10585 : 461 - 469