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
Link To Document