2012/04/19 by Andino Maseleno, Maseleno, Andino, Md. Mahmud Hasan +1
Computer Science · Mathematics · Medicine · #Artificial Intelligence (cs.AI) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #FOS: Mathematics #Influenza Virus Research Studies #Probability (math.PR) #cs.AI #math.PR
paper · pdf · doi:10.48550/arxiv.1204.4307
International Seminar Indonesian Students in ASEAN "Green Technology, Social Work and Public Health for the Development of Indonesia", 28 - 29 October 2011, Bangkok, Thailand
arxiv created 2012/04/19 · openalex publication_date 2012/04/19 · arxiv updated 2012/04/20 · openalex created_date 2016/06/24 · openalex updated_date 2026/07/28
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.