• DocumentCode
    3081727
  • Title

    Agent Based Modeling of Moving Point Objects in Geospatial Data

  • Author

    Bhattacharya, Surya ; Czejdo, Bogdan ; Malhotra, Ravish ; Perez, Noel ; Agrawal, Rajeev

  • Author_Institution
    Fayetteville State Univ., Fayetteville, NC, USA
  • fYear
    2013
  • fDate
    22-24 July 2013
  • Firstpage
    132
  • Lastpage
    133
  • Abstract
    We describe a framework for agent based modeling of moving point objects. Spatial movements are generated based on two overlapping ontologies. The first ontology includes the landmarks and descriptive outdoor behavior attributes. The second ontology includes indoor space and descriptive indoor behavior attributes. The modeling is based on ontology that includes the landmarks and descriptive behavior attributes of moving objects. The goal of our research in this area is to generate various spatial movements of point objects that can be classified into different known patterns. The agent behaviors can be modified semi-automatically based on changes in ontologies. This modeling is accomplished over a representation of a real-world data like road networks.
  • Keywords
    data analysis; geophysics computing; ontologies (artificial intelligence); software agents; agent based modeling; agent behaviors; descriptive indoor behavior attributes; descriptive outdoor behavior attributes; geospatial data analysis; indoor space; landmark agent; moving point objects; overlapping ontologies; road networks; spatial movements; Computational modeling; Data models; Geospatial analysis; Ontologies; Safety; Security; Trajectory; agent based modeling; geospatial data; moving point objects; ontology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing for Geospatial Research and Application (COM.Geo), 2013 Fourth International Conference on
  • Conference_Location
    San Jose, CA
  • Type

    conf

  • DOI
    10.1109/COMGEO.2013.23
  • Filename
    6602054