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Increasing Public Awareness Through the Innovation of the Jumantik Movement in Pucang Sewu Subdistrict Surabaya: Peningkatan Sadar Kesehatan Masyarakat Melalui Inovasi Gerakan Jumantik di Kelurahan Pucang Sewu Surabaya Zahra Khania Putri; Tasya Putri Febriane; Mirza Nirmala Firdausi; Intania Widyantari Kirana
JATI EMAS (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat) Vol. 10 No. 1 (2026): Jati Emas (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat)
Publisher : DPD Jatim Perkumpulan Dosen Indonesia Semesta

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Abstract

Dengue Hemorrhagic Fever (DBD) is a public health problem that still frequently occurs in densely populated areas, including Pucang Sewu Village, Surabaya. Low public awareness of prevention and Mosquito Nest Eradication (PSN) efforts increases the risk of transmission of the disease. This community service activity aims to increase public knowledge and awareness through the innovation of the Jumantik (Juru Pemantau Larvae) Movement in RW 05. The implementation method includes socialization, counseling, and training in larva inspection by involving local Family Empowerment and Welfare (PKK) cadres. The results of the activity show an increase in community participation in larva inspection and the implementation of 3M (Draining, Covering, and Reusing used goods) Plus, which is marked by the formation of independent Jumantik cadres in each Neighborhood Association (RT). These findings indicate that the Jumantik Movement contributes to increasing public awareness of dengue fever prevention and supports the implementation of clean and healthy living behaviors in a sustainable manner.
Analysis of Passenger Satisfaction Levels Using the K-Means Cluster and Hierarchial Cluster Methods in Purabaya Sidoarjo Type A Terminal Services Zahra Khania Putri; Akmal Suryadi
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 2 (2025): February 2025
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i2.788

Abstract

Purabaya Type A Terminal is one of the terminals that provides public transportation facilities in the form of bus transportation ranging from city buses, intra-provincial intercity buses, and inter-city inter-provincial buses. This study aims to analyze the level of passenger satisfaction with the service at the terminal and group each variable into a homogeneous group. The research methods used are the K-means Cluster and Hierarchial Cluster methods. The data from the questionnaire will be grouped into several groups that have relatively homogeneous properties using the help of SPSS software. From the results of the study, the output of Non-Hierarchial clusters was obtained in the form of Initial Cluster Centers, Iteration History, Final Cluster Centers, ANOVA, and Number of Cased In Each Cluster. Meanwhile, the output of the Hierarchial cluster is in the form of Case Processing Summary and Dendogram Using Average Linkage. Through analysis using the cluster method, all variables were obtained including in cluster 1 and none were included in cluster 2, the iterations carried out were 2 times and the valid data value was 100 data with a missing value of 0.