• DocumentCode
    1946168
  • Title

    Root-Soil System Domain Knowledge Constructing Method Based on Relational Analysis of Single Impact Factor

  • Author

    Li Ming ; Ge Zhenyang ; Yu Zhengtao ; Qi Yafeng ; Liu Kenan ; Guo Hao

  • Author_Institution
    Kunming Univ. of Sci. & Technol., Kunming, China
  • fYear
    2011
  • fDate
    5-7 Aug. 2011
  • Firstpage
    1067
  • Lastpage
    1070
  • Abstract
    Through analyzing the problems existing in simulating root growth under external effect, regarding the feature that external effect can be decomposed into single impact factor (SIF), the root-soil system domain knowledge constructing method has been raised based on relational analysis of SIF. This method is based on external effects model database, mines the SIF data and builds Links among them, adopts multidimensional association rule of Apriori algorithm and threshold selection to select effective SIF, uses MATLAB to quantize data, and then constructs a domain knowledge database of SIF´s effects to root growth, ultimately, uses OpenAlea and combines a root growth model to achieve the visuaLized simulation of root growth. Take soil compaction as an external effect to carry on a comparison experiment, the result shows that this method can prompt to complete a visuaLized simulation of root growth efficiently.
  • Keywords
    crops; data mining; data visualisation; soil; MATLAB; OpenAlea; SIF data mining; apriori algorithm; domain knowledge database; external effects model database; multidimensional association rule; relational analysis; root growth model; root growth simulation; root-soil system domain knowledge constructing method; single impact factor; soil compaction; threshold selection; visualized simulation; Association rules; Compaction; Data models; Data visualization; Soil; Visual databases; association rule; domain knowledge; root-soil system; single impact factor; visuaLized simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Manufacturing and Automation (ICDMA), 2011 Second International Conference on
  • Conference_Location
    Zhangjiajie, Hunan
  • Print_ISBN
    978-1-4577-0755-1
  • Electronic_ISBN
    978-0-7695-4455-7
  • Type

    conf

  • DOI
    10.1109/ICDMA.2011.264
  • Filename
    6052155