Visual analytics: Definition, process, and challenges

被引:0
|
作者
Keim, Daniel [1 ]
Andrienko, Gennady [2 ]
Fekete, Jean-Daniel [3 ]
Goerg, Carsten [4 ,5 ]
Kohlhammer, Joern [6 ]
Melancon, Guy [7 ]
机构
[1] Univ Konstanz, Dept Comp & Informat Sci, D-78457 Constance, Germany
[2] Fraunhofer Inst Intelligent Anal & Informat Syst, D-53754 St Augustin, Germany
[3] Univ Paris Sud, INRIA, F-91405 Orsay, France
[4] Georgia Inst Technol, Sch Interact comp, Atlanta, GA 30332 USA
[5] Georgia Inst Technol, GVU Ctr, Atlanta, GA 30332 USA
[6] Fraunhofer Inst Comp Graph Res, D-64283 Darmstadt, Germany
[7] Campus Univ Bordeaux 1, INRIA Bordeaux Sud Ouest, CNRS, UMR LABRI 5800, F-33405 Talence, France
关键词
D O I
10.1007/978-3-540-70956-5_7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页码:154 / +
页数:4
相关论文
共 50 条
  • [1] Visual Analytics Meets Process Mining: Challenges and Opportunities
    Gschwandtner, Theresia
    [J]. DATA-DRIVEN PROCESS DISCOVERY AND ANALYSIS, SIMPDA 2015, 2017, 244 : 142 - 154
  • [2] Challenges for visual analytics
    Thomas, Jim
    Kielman, Joe
    [J]. INFORMATION VISUALIZATION, 2009, 8 (04) : 309 - 314
  • [3] Scope and Challenges of Visual Analytics: A Survey
    Mehrotra, Chitvan
    Chitransh, Nayan
    Ajayshankersingh
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2017, : 1229 - 1234
  • [4] Grand Challenges in Visual Analytics Applications
    Wu, Aoyu
    Deng, Dazhen
    Chen, Min
    Liu, Shixia
    Keim, Daniel
    Maciejewski, Ross
    Miksch, Silvia
    Strobelt, Hendrik
    Viegas, Fernanda
    Wattenberg, Martin
    [J]. IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2023, 43 (05) : 83 - 90
  • [5] Business Social Media Analytics: Definition, Benefits, and Challenges
    Holsapple, Clyde
    Hsiao, Shih-Hui
    Pakath, Ram
    [J]. AMCIS 2014 PROCEEDINGS, 2014,
  • [6] Visual analytics in healthcare - opportunities and research challenges
    Caban, Jesus J.
    Gotz, David
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2015, 22 (02) : 260 - 262
  • [7] Visual Analytics for Electronic Intelligence: Challenges and Opportunities
    Cantu, Alma
    Grisvard, Olivier
    Duval, Thierry
    [J]. 2017 21ST INTERNATIONAL CONFERENCE INFORMATION VISUALISATION (IV), 2017, : 422 - 426
  • [8] Interactive Visual Event Analytics: Opportunities and Challenges
    Shneiderman, Ben
    Plaisant, Catherine
    [J]. COMPUTER, 2019, 52 (01) : 27 - 35
  • [9] Spray Drying Process Analytics - Examples and Challenges
    Frauendorfer, Eric
    Hergeth, Wolf-Dieter
    [J]. CHEMIE INGENIEUR TECHNIK, 2016, 88 (06) : 777 - 785
  • [10] Visual Analytics Challenges in Analyzing Calling Context Trees
    Bergel, Alexandre
    Bhatele, Abhinav
    Boehme, David
    Gralka, Patrick
    Griffin, Kevin
    Hermanns, Marc-Andre
    Okanovic, Dusan
    Pearce, Olga
    Vierjahn, Tom
    [J]. PROGRAMMING AND PERFORMANCE VISUALIZATION TOOLS, 2019, 11027 : 233 - 249