Avian Influenza (H5N1) Warning System using Dempster-Shafer Theory and Web Mapping

04/19/2012
by   Andino Maseleno, et al.
0

Based on Cumulative Number of Confirmed Human Cases of Avian Influenza (H5N1) Reported to World Health Organization (WHO) in the 2011 from 15 countries, Indonesia has the largest number death because Avian Influenza which 146 deaths. In this research, the researcher built a Web Mapping and Dempster-Shafer theory as early warning system of avian influenza. Early warning is the provision of timely and effective information, through identified institutions, that allows individuals exposed to a hazard to take action to avoid or reduce their risk and prepare for effective response. In this paper as example we use five symptoms as major symptoms which include depression, combs, wattle, bluish face region, swollen face region, narrowness of eyes, and balance disorders. Research location is in the Lampung Province, South Sumatera. The researcher reason to choose Lampung Province in South Sumatera on the basis that has a high poultry population. Geographically, Lampung province is located at 103040' to 105050' East Longitude and 6045' - 3045' South latitude, confined with: South Sumatera and Bengkulu on North Side, Sunda Strait on the Side, Java Sea on the East Side, Indonesia Ocean on the West Side. Our approach uses Dempster Shafer theory to combine beliefs in certain hypotheses under conditions of uncertainty and ignorance, and allows quantitative measurement of the belief and plausibility in our identification result. Web Mapping is also used for displaying maps on a screen to visualize the result of the identification process. The result reveal that avian influenza warning system has successfully identified the existence of avian influenza and the maps can be displayed as the visualization.

READ FULL TEXT
research
04/19/2012

Avian Influenza (H5N1) Expert System using Dempster-Shafer Theory

Based on Cumulative Number of Confirmed Human Cases of Avian Influenza (...
research
05/03/2012

African Trypanosomiasis Detection using Dempster-Shafer Theory

World Health Organization reports that African Trypanosomiasis affects m...
research
05/01/2012

Poultry Diseases Expert System using Dempster-Shafer Theory

Based on World Health Organization (WHO) fact sheet in the 2011, outbrea...
research
10/30/2018

Funnel plots for visualizing uncertainty in the research performance of institutions

Research performance values are not certain. Performance indexes should ...
research
04/15/2018

Simon's Anthill: Mapping and Navigating Belief Spaces

In the parable of Simon's Ant, an ant follows a complex path along a bea...
research
05/30/2020

Motivating Good Practices for the Creation of Contiguous Area Cartograms

Cartograms are maps in which the areas of regions (e.g., countries or pr...
research
12/22/2022

A Topic Modeling Approach to Classifying Open Street Map Health Clinics and Schools in Sub-Saharan Africa

Data deprivation, or the lack of easily available and actionable informa...

Please sign up or login with your details

Forgot password? Click here to reset