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
来源：
PROCEEDINGS OF THE 8TH EUROPEAN CONFERENCE ON E-LEARNING | 2009年
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
  • [1] Visual Analytics for Industrial Sensor Data Analysis
    Langer, Tristan
    Meisen, Tobias
    PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS (ICEIS 2021), VOL 1, 2021, : 584 - 593
  • [2] Visual learning analytics of educational data: A systematic literature review and research agenda
    Vieira, Camilo
    Parsons, Paul
    Byrd, Vetria
    COMPUTERS & EDUCATION, 2018, 122 : 119 - 135
  • [3] SEURAT: Visual analytics for the integrated analysis of microarray data
    Gribov, Alexander
    Sill, Martin
    Lueck, Sonja
    Ruecker, Frank
    Doehner, Konstanze
    Bullinger, Lars
    Benner, Axel
    Unwin, Antony
    BMC MEDICAL GENOMICS, 2010, 3
  • [4] SEURAT: Visual analytics for the integrated analysis of microarray data
    Alexander Gribov
    Martin Sill
    Sonja Lück
    Frank Rücker
    Konstanze Döhner
    Lars Bullinger
    Axel Benner
    Antony Unwin
    BMC Medical Genomics, 3
  • [5] A Visual Analytics Framework for Distributed Data Analysis Systems
    Nayeem, Abdullah-Al-Raihan
    Elshambakey, Mohammed
    Dobbs, Todd
    Lee, Huikyo
    Crichton, Daniel
    Zhu, Yimin
    Chokwitthaya, Chanachok
    Tolone, William J.
    Cho, Isaac
    2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2021, : 229 - 240
  • [6] Scalability in Visualization and Visual Analytics with Progressive Data Analysis
    Fekete, Jean-Daniel
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCED VISUAL INTERFACES, AVI 2024, 2024,
  • [7] SIERA: Visual Analytics for Multi-dimensional Data for Learning Assessment in Educational Organisations
    Ibarra, Manuel J.
    Serrano, Cristhian
    Navarro, Angel F.
    COOPERATIVE DESIGN, VISUALIZATION, AND ENGINEERING, CDVE 2016, 2016, 9929 : 283 - 287
  • [8] Visual Analytics for MOOC Data
    Qu, Huamin
    Chen, Qing
    IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2015, 35 (06) : 69 - 75
  • [9] Visual analytics of educational time-dependent data using interactive dynamic visualization
    Geryk, Jan
    EXPERT SYSTEMS, 2017, 34 (01)
  • [10] Visual analytics for data scientists
    Battersby, Sarah
    INTERNATIONAL JOURNAL OF CARTOGRAPHY, 2023, 9 (01) : 138 - 139
12345