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Application of KNN & Decision Tree Algorithms in Predicting Diabetes Using Rapid Miner
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Prediksi diabetes merupakan langkah penting dalam mendukung deteksi dini serta pencegahan komplikasi jangka panjang yang disebabkan oleh penyakit kronis. Penelitian ini bertujuan membandingkan kinerja algoritma K-Nearest Neighbor (KNN) dan Decision Tree dalam memprediksi diabetes menggunakan dataset Pima Indian Diabetes pada aplikasi RapidMiner. Dataset yang digunakan terdiri dari 768 data dengan delapan atribut kesehatan utama yang berkaitan dengan risiko diabetes. Metode penelitian meliputi pr...
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Scientific Reasoning Skills in Physics Education: A Preliminary Analysis of High School Students’ Competence in Temperature and Heat
Lontar Physics Today
Vol 5
, No 1
(2026)
Scientific reasoning skills play a crucial role in understanding physics concepts through cause–effect analysis and evidence-based reasoning. However, physics learning that remains predominantly focused on problem-solving tasks has resulted in students being less accustomed to engaging in systematic scientific thinking. This study aims to analyze and describe the level of scientific reasoning skills of high school students on the topic of temperature and heat as an initial effort to map their sc...
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Implementasi Edukasi Bahaya NAPZA dan Pergaulan Bebas melalui Sosialisasi Interaktif serta Penanaman TOGA sebagai Upaya Pencegahan dan Penguatan Ketahanan Remaja di Desa Karangmalang
Hidayah, Salsabila Rahma
; Geraldina, Alma Marikka
; Maharani, Dina Putri
; Akromi, Muhammad Nuzul
; Fadhilah, Zulfa Nur
; Lathifah, Zufah Rusdi Khoirul
; Aulia, Sukma Dika Nur
; Nabila, Tera Nur
; Agil, Ayusika Yumna
; Irfanudin, Muhammad
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2026)
Drug abuse and risky social behavior remain significant social issues among adolescents, particularly in rural areas experiencing rapid information exposure and lifestyle changes. This community service program aimed to enhance adolescents’ awareness and resilience toward the dangers of drug abuse (NAPZA) while promoting a healthy lifestyle through the cultivation of family medicinal plants (TOGA) in Karangmalang Village, Ngawi Regency. The program employed a participatory descriptive approach,...
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Capacity Building in Fundraising and Organizational Digitalization of LAZISMU Turkey Based on Muhammadiyah Values
Muzakar Isa
; Praswati, Aflit Nuryulia
; Rahmatdi
; Ahmada Auliya Rahman
; Nurul Latifatul Inayati
; Alfina Rahmatia
Abdi Psikonomi
(2026)
In the era of globalization and digitalization, philanthropic organizations are required to be adaptive in managing donations, strengthening ideological values, and developing sustainable institutional capacity. This community service proposal aims to strengthen the institutional capacity and philanthropic governance of LAZISMU Turkey through a series of integrated programs. The main activities include: (1) a Global Fundraising & Digital Marketing Workshop conducted in a blended format to de...
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Strategi Pemulihan UMKM di Kelurahan Lapadde, Kota Parepare Pasca Pandemi Covid-19 Sejak 2022-2025
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
The COVID-19 pandemic has had a major impact on the sustainability of Micro, Small, and Medium Enterprises (MSMEs), including those in Lapadde Subdistrict, Parepare City. This study aims to identify the recovery strategies implemented by MSME actors during the 2022–2025 period, as well as the factors that support and hinder the recovery process. The research employed a descriptive qualitative method, with the study conducted in Lapadde Subdistrict on December 1, 2025. The sample consisted of fiv...
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Strategi Manajemen Operasional, Pemasaran, dan Evaluasi Keuangan UMKM Bolu Kambu Daeng Rosi Dalam Meningkatkan Daya Saing Produk Tradisional di Kabupaten Barru
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
This study aims to analyze the operational and marketing strategies of UMKM Bolu Kambu Daeng Rosi in enhancing the competitiveness of traditional food products in Barru Regency, South Sulawesi. The research uses a descriptive qualitative approach with a case study method, through guided observation, semi-structured interviews, and documentation. The findings show that the enterprise's strengths lie in its culturallybased product differentiation and strong customer loyalty. However, the business...
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Strategi Pengelolaan Keuangan Pada Online Shop di Pare-Pare
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
The growth of the digital economy has accelerated the development of online shops as part of digital MSMEs; however, this growth has not been fully supported by systematic financial management practices. This study aims to analyze financial management strategies applied by online shops in Parepare City based on four main indicators: financial planning, recording, reporting, and control. This research employed a qualitative approach within a postpositivist paradigm. Data were collected through pa...
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Survei Kondisi Fisik Siswa Ekstrakurikuler Sepakbola di SMA Negeri 1 Purwosari Kabupaten Pasuruan
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 4
(2026)
Physical condition is a very important aspect to support a student's achievement, so condition factors must be considered by students. The aim of this research was to determine and assess the level of physical condition of football extracurricular students at SMA Negeri 1 Purwosari. This type of research uses a quantitative descriptive survey design, the variable studied is the level of physical condition. In this study, the samples were taken from all students who were active in taking part in...
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Pemanfaatan Kuis Interaktif Untuk Meningkatkan Pemahaman Ekonomi Kurikulum Merdeka Berbasis Deep Learning di SMA Negeri 4 Surakarta
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 4
(2026)
This research aims to determine the extent to which interactive quizzes can help improve students' understanding of Economics lessons in the Merdeka Curriculum, which focuses on a Deep Learning approach implemented at SMA Negeri 4 Surakarta. The results show that quite a few students have difficulty grasping economic concepts. The lack of participation and learning motivation, combined with the dominance of the lecture method, makes the learning process tend to be one-way. Conversely, the applic...
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ANALISIS KERUSAKAN JALAN SERTA PENANGANAN MENGGUNAKAN METODE BINA MARGA DAN PCI DI JALAN BANJARAN MUHAMMAD YAMIN – KABUPATEN TEGAL
Journal of Civil Engineering and Technology Sciences
Vol 4
, No 2
(2026)
Kerusakan jalan adalah permasalahan infrastruktur yang berdampak pada keselamatan dan efisiensi lalu lintas. Penelitan ini memiliki tujuan mengevaluasi kondisi lapangan perkerasan ruas jalan Banjaran Muhammad Yamin, Kabupaten Tegal, menggunakan dua metode: Pavement Condition Index (PCI) dan Binamarga. Metode PCI menilai kondisi secara visual dengan indeks numerik, sedangkan Bina Marga menilai jenis dan Tingkat kerusakan serta menentukan urutan prioritas perbaikan. Survei dilakukan pada 30 segmen...
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