Setyo Sumarno
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View article: Lifestyle and psychosocial predictors of health resilience among Indonesian disaster preparedness cadres (TAGANA): a machine learning approach
Lifestyle and psychosocial predictors of health resilience among Indonesian disaster preparedness cadres (TAGANA): a machine learning approach Open
This study investigates the determinants of health resilience among TAGANA volunteers in Indonesia using Decision Tree Regression (DTR) and Random Forest Regression (RFR). Data from 200 respondents show that life risk is the most dominant …
View article: Perspectives and Views of Elementary School Teachers on Academic Supervision Oriented toward te Merdeka Mengajar Platform
Perspectives and Views of Elementary School Teachers on Academic Supervision Oriented toward te Merdeka Mengajar Platform Open
This research examines the need to reform the implementation of academic supervision within the Merdeka Mengajar platform. Currently, supervision focuses on administrative supervision, such as checking the teacher documents, so the main ob…
View article: Critical communication of disaster preparedness areas for informational strategies in disaster management in Indonesia
Critical communication of disaster preparedness areas for informational strategies in disaster management in Indonesia Open
This research explores the implementation of Disaster Preparedness Areas in Indonesia, with a focus on formulating the role of critical communication elements in strengthening disaster response. The Disaster Preparedness Area involves comm…
View article: The Application of Multiple Linear Regression Method for Population Estimation Gunung Malela District
The Application of Multiple Linear Regression Method for Population Estimation Gunung Malela District Open
Population growth in an area is important for development and is a benchmark for an area to develop. The way to predict population growth is to use Data Mining. Data mining is able to analyze data into information. This study will discuss …
View article: C4.5 Algorithm Classification for Determining Smart Indonesia Program Recipients at MIS Al-Khoirot
C4.5 Algorithm Classification for Determining Smart Indonesia Program Recipients at MIS Al-Khoirot Open
The purpose of the research is to assist the school in selecting student data as recipients of the PIP (Smart Indonesia Program) to be more objective and practical and to assist in increasing the accuracy of the targeting of the recipients…
View article: Analysis of K-Means Algorithm for Clustering of Covid-19 Social Assistance Recipients
Analysis of K-Means Algorithm for Clustering of Covid-19 Social Assistance Recipients Open
During the Covid-19 pandemic, the government provided assistance distributed through each sub-district throughout the province of Indonesia, one of which was the Pahlawan Village in the East Siantar District Pematangsiantar City. So far, t…
View article: The Village Integrated Social Services Through the Social Welfare Center in Indonesia
The Village Integrated Social Services Through the Social Welfare Center in Indonesia Open
This study reveals an integrated social service for the poor and vulnerable at the village level through the Social Welfare Center.In Indonesia it is called Puskesos, which is a place for implementing integrated social activities between c…
View article: Preparing Independent Golden Millennial Generation Through Character Education
Preparing Independent Golden Millennial Generation Through Character Education Open
The superior generation is the millennial generation who has the responsibility of welcoming the golden generation in 2045.The development of science and technology in the era of the industrial revolution 4.0 has changed various aspects of…
View article: The Influence of Staff Competency of Integrated Service in Handling of Poverty
The Influence of Staff Competency of Integrated Service in Handling of Poverty Open
Law No. 11/2009 has stated that the implementation of social welfare carried out by the central and regional government and the community must be directed, sustainable and integrated.The government made a breakthrough in the form of an int…
View article: Penentuan Dosen Terbaik pada Proses Belajar Mengajar di STIKOM Tunas Bangsa Pematangsiantar dengan Metode Moora
Penentuan Dosen Terbaik pada Proses Belajar Mengajar di STIKOM Tunas Bangsa Pematangsiantar dengan Metode Moora Open
Lecturers are one of the essential components in a system of organizing education in higher education. The main task of lecturers is as educators, lecturers carry out their duties and responsibilities to educate students to become individu…
View article: Penerapan Jaringan Syaraf Tiruan dalam Memprediksi Tingkat Kriminal di Kabupaten Simalungun Menggunakan Algoritma Backpropagation
Penerapan Jaringan Syaraf Tiruan dalam Memprediksi Tingkat Kriminal di Kabupaten Simalungun Menggunakan Algoritma Backpropagation Open
The number of criminal rates that occur in the area of Simalungun Regency each year experiences an increase and decrease in crime cases each year. For example in the types of gambling crimes, in 2012 there were 89 cases, in 2013 there were…
View article: Complexity of student’s argument in reasoning plant tissue system through multiple representations
Complexity of student’s argument in reasoning plant tissue system through multiple representations Open
Understanding of pre-service Biology teachers about the structure system of complex plant tissue represented a modest reasoning ability, by doing so, it needed an effort to develop that skill. Training the reasoning skill by using multiple…
View article: Comparison of argumentation skill in science and non-science undergraduate students
Comparison of argumentation skill in science and non-science undergraduate students Open
This research is aimed to evaluate and compare the argumentation skill in science and non-science students. This research is quantitative research which involved two classes including 30 science students who taught human physiology subject…