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Predictive Analysis of Dengue Outbreak Trends Using RapidMiner-Based Machine Learning Models
Dinamik
Vol 31
, No 1
(2026)
Demam berdarah dengue merupakan tantangan kesehatan masyarakat yang terus berulang di wilayah tropis, termasuk Indonesia. Penelitian ini bertujuan untuk memprediksi jumlah kasus tahunan dengan memanfaatkan lima algoritma pembelajaran mesin, yaitu Regresi Linier, Decision Tree, Random Forest, Support Vector Machine (SVM), dan Neural Network. Data historis tahun 2017–2024 diolah menggunakan teknik windowing deret waktu untuk menghasilkan fitur lag yang sesuai bagi pembelajaran terawasi. Evaluasi k...
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KOMUNIKASI INTERPERSONAL GURU DENGAN MURID DALAM MEMBANGUN MOTIVASI BELAJAR SISWA BERKEBUTUHAN KHUSUS
Development and Business Communications
Vol 2
, No 2
(2026)
Interpersonal communication is often used in learning activities in schools by applying classical and individual methods. Student learning motivation is formed due to the interpersonal communication process that exists between educators and students. The purpose of this study is to describe how interpersonal communication between teachers and children with special needs at SLB YPAC Surakarta in building learning motivation. The theory used in this study is the effectiveness of interpersonal comm...
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Pelatihan Penyusunan dan Pengolahan Menu DASHAT (Dapur Sehat Atasi Stunting) di Desa Solodiran Kabupaten Klaten
Abdi Geomedisains
Vol 6
, No 2
(2026)
Stunting is one of the health problems that has become a priority to address in Indonesia. Solodiran Village is one of the stunting-focus (locus) villages in Klaten Regency. Stunting prevention interventions need to be carried out as early as possible, even before the baby is born, starting from when women are still in their teenage years. Programs to support the reduction of stunting cases can be carried out by providing education to at-risk groups, such as women of childbearing age, pregnant w...
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Sistem Informasi Komunitas Anime Music Video (Amv) Editing Berbasis Web (Studi Kasus : Komunitas Fly Studio)
Jurnal Ilmiah Sinus
Vol 24
, No 1
(2026)
This web-based AMV community information system was developed to support collaboration, recruitment, and project management among AMV editors. Evaluation using the User Acceptance Test (UAT) yielded an average score of 4.216 (Very Good), indicating strong user satisfaction in functionality and usability. The system was built using the waterfall method, involving requirement analysis, design, implementation, and testing stages. Core features include team management, collaboration content, editing...
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FAKTOR-FAKTOR YANG MEMENGARUHI LAMA RAWAT INAP PASIEN PENYAKIT JANTUNG DI RSUD DR. KANUJOSO DJATIWIBOWO BALIKPAPAN TAHUN 2023
Jurnal Kesehatan Masyarakat Indonesia
Vol 20
, No 4
(2026)
Latar Belakang: Penyakit jantung merupakan kondisi medis yang mempengaruhi struktur dan fungsi jantung. Pada tahun 2023, penyakit jantung koroner menjadi kasus terbanyak di RSUD dr. Kanujoso Djatiwibowo dengan 4.062 pasien rawat jalan dan 393 pasien rawat inap. Lama rawat inap dipengaruhi oleh beberapa faktor seperti usia, jenis kelamin, komplikasi pasca operasi, penyakit penyerta, dan fraksi ejeksi jantung. Penelitian ini bertujuan menganalisis faktor-faktor yang mempengaruhi lama rawat inap pa...
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The Balinese Li Ceremony Tradition as Evidence of the Legacy of Animistic Beliefs and Dynamism in the Community of Datar Village, Muaradua District, South Oku Regency (2007-2014)
Keraton: Journal of History Education and Culture
Vol 7
, No 2
(2026)
The origin and owner ceremony tradition Li Bali are the property of the tribe Power is taken from the highlands of the mountain areas Seminung / Lake Ranau, then this tradition brought by the power spread of riparian komering in Muaradua to go into the rural areas as well as in the village of Flat , Li Bali ceremony tradition is a tradition or custom series of activities undertaken by the Power to seek peace, and demand protection from spirits who inhabit the forest in time would dilakukanya for...
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Implementasi SCM dalam Mengatur Persediaan Sembako
Dinamik
Vol 31
, No 1
(2026)
Penelitian ini bertujuan untuk mengimplementasikan sistem Supply Chain Management (SCM) dalam pengelolaan persediaan sembako di Toko Grosir Rohman guna meningkatkan efisiensi operasional dan mengatasi permasalahan kehabisan atau kelebihan stok. Metode penelitian yang digunakan adalah kualitatif dengan pendekatan studi kasus, melalui observasi, wawancara, dan dokumentasi. Sistem SCM yang dirancang berbasis website menggunakan PHP dan MySQL, dengan pemodelan UML untuk menganalisis kebutuhan dan pe...
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Comparasi Model Deepseek dan OpenAI dalam Meningkatkan Efisiensi Pencarian Informasi pada Sistem Pencarian Algoritma
Dinamik
Vol 31
, No 1
(2026)
This study evaluates the efficiency of two artificial intelligence models, DeepSeek and OpenAI, in generating code for algorithmic systems. Efficiency is assessed through execution speed, code accuracy, and the number of code characters produced. Data were collected from 100 tests covering search, sorting, graph, dynamic programming, optimization, data processing, text, and machine learning algorithms. The objective is to compare the performance of both models to support the development of effic...
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Analisis Efektivitas Pembelajaran Bahasa Jepang Melalui Anime dan Buku Teks dengan Algoritma AI K-Means dan Decision Tree
Dinamik
Vol 31
, No 1
(2026)
The growing interest in learning the Japanese language in Indonesia, driven by popular culture such as anime, creates a need to understand the effectiveness of different learning media. The non-uniform effectiveness of media for each individual poses a major challenge. Therefore, this study aims to analyze the effectiveness of both anime and textbooks by segmenting learner profiles and identifying key determinants of success using an artificial intelligence approach. This research employed a qua...
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Dampak Model Mental Pengguna terhadap Implementasi Multi-Factor Authentication untuk Mitigasi Risiko Password Guessing di Konteks Organisasi
Dinamik
Vol 31
, No 1
(2026)
This study conducts a Systematic Literature Review (SLR) to explore the impact of users’ mental models on the implementation of Multi-Factor Authentication (MFA) as a strategy for mitigating password guessing risks in organizational environments. Amid the growing landscape of cyber threats, single-factor authentication has proven to be vulnerable, making MFA an essential layered security solution. However, the adoption of MFA remains slow. Existing studies indicate that expert users perceive MFA...
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