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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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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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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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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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Strategi Pemasaran Bank di Semarang: Pendekatan Studi Pustaka
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
This article explores the marketing strategies implemented by various banking institutions in Semarang City through a literature review approach. The study aims to analyze marketing practices that focus on service quality, customer satisfaction, community-based engagement, and Sharia-compliant innovation. The findings indicate that banks such as PT. BPR BKK Kota Semarang, Bank Jateng, BPR Arto Moro, and Bank Syariah Mitra Harmoni employ various strategies to reach diverse market segments by enha...
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Assistance Farmers Group in Surabaya for use Organic Waste Shredding Machines and Their Management as Compost and Liquid Organic Fertilizer (LOF): Pendampingan Penggunaan Mesin Pencacah Limbah Organik dan Pengelolaannya Sebagai Kompos dan Pupuk Organik Cair (POC) di Kelompok Tani Surabaya
Widya, Surya ari
; Bafiqi, Medita Johana Pakula
; Inti, Ristani Widya
; Setiawan, Dharma
; Mahdani, Hakkul Bahiz
Agricultural-Animal Science Innovatian and Empowernment Journal
Vol 1
, No 1
(2025)
The aim of this community service activity is to provide training to farmer group members on the use of organic waste shredding machines and the process of converting waste into compost and liquid organic fertilizer (POC) in Surabaya. This activity was conducted 2 days from 5 Oktober and 9 November 2023 in Babatan urban village. The methods used in this program include Participatory Rural Appraisal (PRA) and Rapid Rural Appraisal (RRA). The results of the PRA indicate that farmers had limited un...
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Optimalisasi Pelaksanaan Supervisi di Ruang Bedah Rumah Sakit Umum Daerah Pringsewu
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 1
(2025)
Supervision should be scheduled and programmed, and if conducted continuously, it can ensure that nursing care is delivered in accordance with nursing practice standards. According to data in Indonesia, the average supervision by ward heads is categorized as less than satisfactory at 49.3%, while only 50.7% is considered good. This indicates that ward heads in various hospital departments are perceived as less effective by nurses in implementing their leadership, particularly regarding supervisi...
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Analysis Of The Implementation Of Good Food Production Method (CPPB) Or Good Manufacturing Practice (GMP) On UKM Wet Solo Sausage Products: Analisis Penerapan Cara Produksi Pangan Yang Baik (CPPB) Atau Good Manufacturing Practice (GMP) Pada Produk Sosis Solo Basah UKM
Agricultural-Animal Science Innovatian and Empowernment Journal
Vol 1
, No 1
(2025)
The implementation of Good Manufacturing Practices (GMP) and Sanitation Standard Operating Procedure (SSOP) is needed to prevent food contamination that can cause food poisoning or foodborne disease. The purpose of this study was to evaluate the implementation of GMP and SSOP food safety standards during the preparation of ingredients and to observe the process of making sausages, storing sausages, and packaging to check the level of GMP implementation during the sausage production process. The...
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Making Liquid Smoke As A Botanical Pesticide In The Garden Of The Department Of Agriculture And Food Security, Belu District: Pembuatan Asap Cair Sebagai Pestisida Nabati Di Kebun Dinas Pertanian Dan Ketahanan Pangan, Kabupaten Belu
Bria, Deseriana
; Hoar, Oktaviana
; Nino, Jefrianus
; Klau, Alfons Mau
; Sibagariang, Lastiar Veronika
; Tuas, Maria Angelina
Agricultural-Animal Science Innovatian and Empowernment Journal
Vol 1
, No 1
(2025)
The Department of Agriculture and Food Security's garden is located in Belu Regency, Fatukbot Village, South Atambua District. This area consists of settlements and agricultural land that focuses on horticultural crops and food crops. The agricultural land is planted with tomatoes, cabbage, large chilies, corn, green beans, curly chilies, small chilies, dragon fruit, beans and eggplant. The official garden is usually managed by competent farmers with the application of modern technology. When th...
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DEVELOPMENT OF E-BOOK TEACHING MATERIALS BASED ON BOOK CREATOR ON THE TOPIC OF FLAT BUILDING CLASS IV
Dikdas Bantara
Vol 8
, No 1
(2025)
This research aims to produce a product in the form of e-book teaching materials based on Book Creator on the topic of flat shapes for Class IV-A at SDN Ciomas 06, involving 28 students. The product development follows the ADDIE model (Analysis, Design, Development, Implementation, Evaluation). The research began with needs analysis, curriculum analysis, student analysis, and product design. The researcher then developed the e-book teaching materials, conducted expert validation, and carried out...
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