Name
Title | ||
|---|---|---|
A Real-Time 3D Visualization Framework for Multimedia Data Management, Simulation, and Prediction: Case Study in Geospatial-Temporal Biomedical Disease Surveillance Networks |
Abstract | ||
|---|---|---|
Geographic Information Systems GISs, which map spatiotemporal event data on geographical maps, have proven to be useful in many applications. Time-based Geographic Information Systems GISs allow practitioners to visualize collected data in an intuitive way. However, while current GIS systems have proven to be useful in post hoc analysis and provide simple two-dimensional geographic visualizations, their design typically lacks the features necessary for highly targeted real-time surveillance with the goal of spread prevention. This paper outlines the design, implementation, and usage of a 3D framework for real-time geospatial temporal visualization. In this case study, using livestock movements, the authors show that the framework is capable of tracking and simulating the spread of epidemic diseases. Although the application discussed in this paper relates to livestock disease, the proposed framework can be used to manage and visualize other types of high-dimensional multimedia data as well. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.4018/jmdem.2011040101 | IJMDEM |
Keywords | Field | DocType |
high-dimensional multimedia data,spatiotemporal event data,geospatial-temporal biomedical disease surveillance,case study,livestock movement,time-based geographic information systems,real-time geospatial temporal visualization,livestock disease,geographic information systems giss,proposed framework,real-time surveillance,visualization framework,spread prevention,multimedia data management,social network analysis | Geospatial analysis,Data mining,Geographic information system,Multimedia forensics,Visualization,Computer science,Social network analysis,Disease surveillance,Event data,Multimedia data management | Journal |
Volume | Issue | ISSN |
2 | 2 | 1947-8534 |
Citations | PageRank | References |
0 | 0.34 | 15 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Nathaniel Rossol | 1 | 21 | 4.20 |
| Irene Cheng | 2 | 283 | 35.18 |
| Iqbal Jamal | 3 | 36 | 2.59 |
| John Berezowski | 4 | 2 | 1.40 |
| Anup Basu | 5 | 749 | 97.26 |