• DocumentCode
    3657947
  • Title

    A Visualization Technique to Support Searching and Comparing Features of Multivariate Datasets

  • Author

    Hiroaki Kobayashi;Hiroko Suzuki;Kazuo Misue

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Tsukuba, Tsukuba, Japan
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    310
  • Lastpage
    315
  • Abstract
    In exploratory analysis of multivariate datasets, performing an analytical task is often necessary. Such tasks may include extracting characteristic subsets and comparing them. Therefore, we support searching and comparing features of multivariate datasets. We developed Blade Graph, which is a visualization technique for comparing distributions by emphasizing coloring according to the size of the difference. In addition, we developed a visual analysis tool with representations for comparing data distributions. In a case study of our analysis tool, we analyzed collective tendencies from a social media dataset.
  • Keywords
    "Blades","Data visualization","Image color analysis","Blogs","Visualization","Media","Principal component analysis"
  • Publisher
    ieee
  • Conference_Titel
    Information Visualisation (iV), 2015 19th International Conference on
  • ISSN
    1550-6037
  • Type

    conf

  • DOI
    10.1109/iV.2015.61
  • Filename
    7272619