• DocumentCode
    3626895
  • Title

    Moppy-Mobile Object Position Prediction Application

  • Author

    Lukasz Rosikiewicz;Mikolaj Morzy

  • Author_Institution
    Logos sp. z o.o., Poznan
  • fYear
    2007
  • fDate
    5/1/2007 12:00:00 AM
  • Firstpage
    215
  • Lastpage
    217
  • Abstract
    In this paper we present Moppy - an application for mobile object position prediction. Moppy is an easy to use, intuitive application with interactive graphical user interface and result visualization. The main purpose of Moppy is to predict an unknown position of a mobile object based on frequent trajectories discovered from historical movement data. In this paper we present an overview of Moppy´s features, including input data formats, mining algorithms employed by Moppy, and visualization of prediction results. Some research issues pertaining to the development of Moppy are also briefly discussed in this paper.
  • Keywords
    "Predictive models","Data mining","Computational modeling","Data visualization","Trajectory","Prediction methods","Machine learning algorithms","Prediction algorithms","Graphical user interfaces","Wireless communication"
  • Publisher
    ieee
  • Conference_Titel
    Mobile Data Management, 2007 International Conference on
  • Print_ISBN
    1-4244-1241-2
  • Type

    conf

  • DOI
    10.1109/MDM.2007.40
  • Filename
    4417147