• DocumentCode
    2292227
  • Title

    Visual Analytics on the Financial Market: Pixel-based Analysis and Comparison of Long-Term Investments

  • Author

    Ziegler, Hartmut ; Nietzschmann, Tilo ; Keim, Daniel A.

  • Author_Institution
    Univ. of Konstanz, Konstanz
  • fYear
    2008
  • fDate
    9-11 July 2008
  • Firstpage
    287
  • Lastpage
    295
  • Abstract
    In this paper, we describe solutions how pixel-based visualization techniques can support the decision making process for investors on the financial market. We especially focus on explorative interactive techniques where analysts try to analyze large amounts of financial data for long-term investments, and show how visualization can effectively support an investor to gain insight into large amounts of financial time series data. After presenting methods for improving the traditional performance/risk computation in order to take user-specific regions of interest into account, we present a novel visualization approach that demonstrates how changes in these regions of interest affect the ranking of assets in a long-term investment strategy.
  • Keywords
    data analysis; data mining; data visualisation; decision making; financial data processing; interactive systems; investment; time series; decision making process; explorative interactive technique; financial market visual analytics; financial time series data analysis; knowledge discovery; long-term investment; pixel-based visualization technique; Application software; Data analysis; Data mining; Data visualization; Decision making; Information analysis; Investments; Self organizing feature maps; Time series analysis; Visual analytics; Financial Data Analysis; Visual Data Mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Visualisation, 2008. IV '08. 12th International Conference
  • Conference_Location
    London
  • ISSN
    1550-6037
  • Print_ISBN
    978-0-7695-3268-4
  • Type

    conf

  • DOI
    10.1109/IV.2008.80
  • Filename
    4577961