Visual Analytics for Educational Data Analysis

被引:0
|
作者
Kedaj, Zdenek [1 ]
Novakova, Lenka [2 ]
Popelinsky, Lubos [1 ]
机构
[1] Masaryk Univ, Brno, Czech Republic
[2] Czech Tech Univ, Prague, Czech Republic
关键词
Visualisation; visual data mining; educational data mining; electronic testing;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We give a brief overview of methods for data visualisation. Then we focus on a field of educational data, namely electronic/internet-based tests, and show what are main features that must be taken in account in a process of visual analysis. We describe bc.razor.cz.ver.2, a new version of a library for visualization and data analysis that has been developed at KD Lab FI MU Brno and is freely available. We present new tools that have been used for educational data analysis.
引用
收藏
页码:294 / 300
页数:7
相关论文
共 50 条
  • [31] Data and Visual Analytics for Emerging Databases
    Leung, Carson K.
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EMERGING DATABASES: TECHNOLOGIES, APPLICATIONS, AND THEORY, 2018, 461 : 203 - 213
  • [32] Visual analytics of cellular signaling data
    Li, Haisheng
    Wei, Yang
    Huang, Yuanjie
    Cai, Qiang
    Du, Junping
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (20) : 29447 - 29461
  • [33] Visual analytics for the clustering capability of data
    LU ZhiMao
    LIU Chen
    ZHANG Qi
    ZHANG ChunXiang
    FAN DongMei
    YANG Peng
    Science China(Information Sciences), 2013, 56 (05) : 131 - 144
  • [34] VISUAL ANALYTICS OF MULTIMODAL BIOLOGICAL DATA
    Rohn, Hendrik
    Klukas, Christian
    Schreiber, Falk
    IMAGAPP & IVAPP 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING THEORY AND APPLICATIONS AND INTERNATIONAL CONFERENCE ON INFORMATION VISUALIZATION THEORY AND APPLICATIONS, 2011, : 256 - 261
  • [35] Visual analytics towards big data
    Ren, Lei
    Du, Yi
    Ma, Shuai
    Zhang, Xiao-Long
    Dai, Guo-Zhong
    Ruan Jian Xue Bao/Journal of Software, 2014, 25 (09): : 1909 - 1936
  • [36] Tile Based Visual Analytics for Twitter Big Data Exploratory Analysis
    Cheng, Daniel
    Schretlen, Peter
    Kronenfeld, Nathan
    Bozowsky, Neil
    Wright, William
    2013 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2013,
  • [37] Urban Mobility Analysis With Mobile Network Data: A Visual Analytics Approach
    Senaratne, Hansi
    Mueller, Manuel
    Behrisch, Michael
    Lalanne, Felipe
    Bustos-Jimenez, Javier
    Schneidewind, Joern
    Keim, Daniel
    Schreck, Tobias
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 19 (05) : 1537 - 1546
  • [38] Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data
    Andrienko, Gennady
    Andrienko, Natalia
    INFORMATION FUSION AND GEOGRAPHIC INFORMATION SYSTEMS, PROCEEDINGS, 2009, : 3 - 17
  • [39] Visual Analytics for High Dimensional Data
    Inselberg, Alfred
    Anthopoulos, Leonidas G.
    WWW'17 COMPANION: PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, 2017, : 1683 - 1687
  • [40] Visual Analytics for Root DNS Data
    Krokos, Eric
    Rowden, Alexander
    Whitley, Kirsten
    Varshney, Amitabh
    2018 IEEE SYMPOSIUM ON VISUALIZATION FOR CYBER SECURITY (VIZSEC 2018), 2018,