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Improving Alzheimer's Disease Prediction Accuracy using Feature Selection, K Fold Cross Validation, and KNN Imputer Techniques
Telematika
Vol 18
, No 1
(2025)
Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline and memory loss; it accounts for 60–70% of dementia cases. Early diagnosis remains challenging due to the subtlety of its symptoms. This study explores the effectiveness of ensemble methods, feature selection techniques, and imputation strategies in enhancing the accuracy of AD diagnosis. We applied an ensemble method with Chi-Square feature selection, achieving a high accuracy of 95.733% with...
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Proses Revisi Muatan MT. Meghna Pride Pada PT. Samudera Sarana Karunia Dumai
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 3
, No 2
(2025)
This study aims to identify the factors that hinder the use of the customs manifest application, the impacts caused, and the efforts made by PT. Samudera Sarana Karunia in overcoming the issues encountered. The research employs a qualitative descriptive method to provide an in-depth explanation of the influence of the customs manifest application on the inward & outward issuance process within the company. Data collection techniques include observation, interviews, documentation, and literat...
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Analisis Model PBL dengan Media Canva terhadap Hasil Belajar Siswa Pendidikan Pancasila Kelas Tinggi SD
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
One of the conditions for achieving learning objectives is the achievement of satisfactory grades from students. Educators must be able to use learning models so that students are active not passive. The learning model is a learning process from start to finish. The model that educators can apply is the Problem Based Learning (PBL) model. The PBL model is one of the learning models where students are given real problems and students must be able to find solutions by finding a way out. The implem...
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Penggunaan Media Pembelajaran Berbasis Teknologi dalam Pembelajaran IPAS di Sekolah Dasar
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
The use of technology-based learning media in Natural and Social Sciences (IPAS) learning in elementary schools has great potential to enhance effectiveness and student engagement. However, the implementation of technology in learning still faces various challenges. This study employs a qualitative method with a literature review approach to analyze the challenges and solutions in integrating technology-based learning media in elementary schools. The findings indicate that many schools have not...
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STRATEGI PENYULUHAN PERTANIAN DALAM PENGEMBANGAN BUDIDAYA TANAMAN LABU KUNING DI DESA DOMAG MEKAR KECAMATAN BONUBOGU KABUPATEN BUOL
Mediagro: journal of agricultural sciences
Vol 21
, No 1
(2025)
Tujuan penelitian ini adalah untuk mengetahui : (1) Faktor internal dan eksternal dalam pengembangan budidaya tanaman labu kuning, dan (2) Faktor internal dan eksternal dalam pengembangan budidaya tanaman labu kuning. Metode yang digunakan dalam penelitian ini adalah penelitian survey yaitu penggambaran secara kualitatif, fakta, data atau objek material yang dibutuhkan dalam penelitian melalui observasi, wawancara, dan kuisioner. Penelitian ini dilakukan di Desa Domag Mekar, Kecamatan Bonubogu,...
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Analisis Konsentrasi dan Jenis Plant Growth Promoting Rhizobacteria (PGPR) Terhadap Pertumbuhan Bibit Bawang Merah (Allium ascalonicum L.)
Mediagro: journal of agricultural sciences
Vol 21
, No 1
(2025)
The use of bulbs often reduces the quality of the results because the seeds often carry pathogens and reduce the productivity of shallots. One of the factors that causes the decline in the production of this plant is the lack of appropriate and effective cultivation technology. A potential solution is to improve seed quality by using organic fertilizers, especially PGPR fertilizers. This study aims to determine the concentration and type of PGPR that affect the growth of shallot seeds. The resea...
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Identifikasi Dampak Alih Fungsi Lahan Pertanian Terhadap Produktivitas Pertanian Di Desa Guntur Kabupaten Purworejo
Mediagro: journal of agricultural sciences
Vol 21
, No 1
(2025)
Penelitian ini bertujuan untuk mengidentifikasi dampak alih fungsi lahan pertanian terhadap produktivitas petani baik dalam lingkup ekonomi,sosial dan lingkungan pada wilayah penelitian kemudian untuk mengetahui apakah terdapat perbedaan yang signifikan akibat terjadinya alih fungsi lahan pertanian terhadap produktivitas petani di Desa Guntur Kabupaten Purworejo.Data yang digunakan dalam penelitian ini adalah data kuantitatif yang dikumpulkan dalam bentuk angka, data yang dikumpulkan oleh peneli...
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Optimalisasi Pola Usahatani Lahan Rawa Lebak Di Kawasan Pemulutan Kabupaten Ogan Ilir Sumatera Selatan
Mediagro: journal of agricultural sciences
Vol 21
, No 1
(2025)
Abstract
The area of fertile land for food crops, especially rice, is decreasing. Suboptimal land is an alternative available to the government to achieve the target of food self-sufficiency, especially rice. One of the suboptimal lands that is still very large (around 20 million hectares) is swamp land (tidal or lowland). The Pemulutan area of Ogan Ilir Regency, South Sumatra is a suboptimal agricultural area with a lowland land typology. In this area, rice farming activities carried out by far...
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Analysis of the Implementation of Discipline Character Values Through Drumband Extracurricular Activities
Rohmah, Nur Hanifatul
; Pusari, Ratna Wahyu
; Purwadi
; Hariyanti, Dwi Prasetiyawati Diyah
; Munawar, Muniroh
; Luthfy, Perdana Afif
Paudia
Vol 14
, No 1
(2025)
Through the character of discipline, children can learn the rules that exist in the family, school, and community environments. This study aims to analyze the application of the character value of discipline through the extracurricular activity of drum band at Semesta 3 Kindergarten B in Semarang. Data were collected through observation, interviews, and documentation. The observation was carried out on 8 children, directly by observing the children's disciplined character through interactions be...
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Pengaruh Brand Awareness dan Online Customer Review Terhadap Minat Beli Merek Adidas Pada Pengguna Shopee di Indonesia
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
This research investigates the impact of brand awareness and online customer reviews on purchase intention regarding Adidas products on the Shopee platform in Indonesia. The research background is founded on the growth of e-commerce and the intense competition present in Indonesia’s fashion industry. A quantitative method employing a survey approach was utilized, engaging 150 Shopee users who are familiar with Adidas products. Data analysis encompassed descriptive tests, classical assumption tes...
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