Analysis of dengue fever disease spread zone mapping in East Java Province using K-means clustering

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Mohammad Iqbal Ainul Yaqin, Agil Dwi Agustin, Muchammad Taufik, Mochammad Taufiqurrochman, Rudianto Artiono

2025 AIP Conference Proceedings Vol. 3316 Issue 1 Conference paper Cited by 0 Quartile

Abstract

Dengue fever is an infectious disease that can affect humans through the bite of the Aedes aegypti mosquito. This tropical disease can be easily transmitted along with the mobility and population density in an area. East Java is one of Indonesia's provinces with the second-highest number of infectious disease cases after West Java. Therefore, it is necessary to analyze the mapping of dengue fever spread zones to identify the priority of handling and providing assistance from each region in East Java. The method used in this research is K-means clustering. The method is used to cluster the region into three zones and five zones. Clustering areas with different numbers is to find out the general description and specific description of the distribution zone. The results of the three-zone clustering are 21 green zones, 15 orange zones, 2 red zones. In comparison, the results of the five-zone clustering are 14 blue zones, 1 red zone, 3 yellow zones, 2 orange zones, 18 green zones from a total of 38 cities and districts in East Java province. © 2025 Author(s).

Affiliations

Mathematics Study Program, Universitas Negeri Surabaya, Surabaya, Indonesia