Page 24 - Proceeding The 2nd International Seminar of Science and Technology : Accelerating Sustainable Innovation Towards Society 5.0

nd
The 2 International Seminar of Science and Technology
“Accelerating Sustainable innovation towards Society 5.0”
ISST 2022 FST UT 2022
Universitas Terbuka
of various diseases, one of which is Dengue Haemorrhagic Fever
(DHF).
There have been several studies related to the K-Means method that
have been carried out, including Yunita [9], with the title Application of
Data Mining K-Means Clustering Algorithm in New Student
Admissions. In this study, three clusters were formed, with the first
cluster of 195 items, the second cluster of 271 items and the third
cluster of 50 items. The results of this study are used as one of the
bases for decision making to determine strategies to promote each
existing study program [9]. Furthermore, the related research was also
carried out by Fatmawati [10] with the title Application of Rapidminer
with K-Means Cluster in Areas Infected with Dengue Hemorrhagic
Fever (DHF) Based on Province. The results obtained that there were
4 provinces with high-level clusters (C1), 13 provinces with medium
level (C2), and 17 provinces with low-level clusters (C3) [9]. Another
relevant research was conducted by Darmansah and Wardani [16]
with the title Analysis of the Spread of Corona Virus Transmission in
Central Java Province using the K-Means Grouping, with the results
found that C0 there are 18 cities/regencies, C1 there is 1 city/regency
and C2 there are 16 cities/regencies at the level of the spread of the
corona virus in Central Java province [11].
In this study, the K-Means method will group the areas in East Lombok
Regency according to the level of dengue disease cases so that they
are appropriately and quickly targeted in the prevention and control of
dengue disease. Where in this case it will visualize the results of the
cluster analysis of dengue disease spread in East Lombok Regency
using K-Means with variables in the number of dengue sufferers, the
number of health facilities and population density in each district in
East Lombok Regency.

2 METHODOLOGY
2.1 Data Mining
Data mining is the process of obtaining useful information from a large
database warehouse [12]. Data mining can also be interpreted as the

ISST 2022 – FST Universitas Terbuka, Indonesia 3
International Seminar of Science and Technology “Accelerating Sustainable
Towards Society 5.0