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K-Means Clustering for Determining Quality of Outdoor Temperature Based on BMKG Datasets: K-Means Clustering

Journal of Development Research

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Title K-Means Clustering for Determining Quality of Outdoor Temperature Based on BMKG Datasets: K-Means Clustering
 
Creator Ramadhan, Muhammad Rizky
Fauzan, Abd. Charis
Tri Wahyuni, Nurul Aziz
Nur Alifah, Riska Fitri
Diantoro, Adi
 
Subject K-Means Clustering
Outdoor Temperature
BMKG Datasets
 
Description The purpose of this study was to determine the quality of outdoor temperatures that are good for conducting activities. One of the factors that cause the body's healthy or not human temperature, either indoors or outdoors. The data used is the BMKG weather dataset. BMKG weather dataset is a type of quantitative data because it is numeric or nominal and can be calculated. At each day, BMKG also provides information about the temperature according to the state of each area. It is starting from the minimum temperature, maximum, average humidity, to the maximum wind speed. The method used is clustering using the k-means clustering with centroid value. This research resulted in outdoor temperature clustering, which is good, INTERMEDIATE, and bad quality. In the range of values 124.7 indicate good temperature, range values 133.1 indicate moderate temperature, range of values 146.8 indicate bad temperature. Based on research in 32 days produced 28 days of moderate temperature quality, two days of good temperature quality, and two days of poor quality.
 
Publisher Lembaga Penelitian dan Pengabdian Masyarakat Universitas Nahdlatul Ulama Blitar
 
Date 2020-05-31
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
 
Format application/pdf
 
Identifier https://journal.unublitar.ac.id/jdr/index.php/jdr/article/view/90
10.28926/jdr.v4i1.90
 
Source Journal of Development Research; Vol. 4 No. 1 (2020): Volume 4, Number 1, May 2020; 12-17
2579-9347
2579-9290
 
Language eng
 
Relation https://journal.unublitar.ac.id/jdr/index.php/jdr/article/view/90/56
 
Rights Copyright (c) 2020 Journal of Development Research
http://creativecommons.org/licenses/by-sa/4.0