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Analisis dan Prediksi Tingkat Kemiskinan di Sumatera Utara menggunakan Model LSTM berbasis Google Earth Engine
Dinamik
Vol 30
, No 2
(2025)
This study analyzes the prediction of poverty levels in North Sumatra Province by applying the Long Short-Term Memory (LSTM) method based on time series integrated with Google Earth Engine (GEE). Historical poverty data of districts/cities were obtained from the Central Statistics Agency (BPS) and processed using Python in Google Colab for LSTM model training. The prediction results are visualized spatially in the form of thematic maps through GEE to identify areas with high poverty rates. The e...
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Analisis Sinyal EKG untuk Deteksi Gangguan Jantung pada Mahasiswa dengan Gangguan Tidur Menggunakan Algoritma K-Nearest Neighbor (KNN)
Anugrah Putri, Gustie Vaniest
; Damanik, Melky Eka Putra
; Hendiko, Kennyzio
; Simarmata, Harry Binur Pratama
; Husein, Amir Mahmud
Dinamik
Vol 30
, No 2
(2025)
Gangguan tidur pada mahasiswa merupakan permasalahan yang dapat berdampak pada kesehatan jantung, khususnya melalui perubahan aktivitas listrik jantung yang terekam dalam sinyal EKG. Penelitian ini bertujuan mengembangkan sistem klasifikasi otomatis untuk mendeteksi kondisi jantung berdasarkan sinyal EKG menggunakan algoritma K-Nearest Neighbor (KNN) dan reduksi fitur dengan Principal Component Analysis (PCA). Dataset yang digunakan terdiri dari 159 citra sinyal EKG yang dibagi menjadi dua kelas...
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Optimizing urban agriculture in empowering HIV/AIDS children in Lentera houses: Optimalisasi pertanian perkotaan dalam pemberdayaan anak-anak HIV/AIDS pada rumah Lentera
Pamungkas, Hanung
; Ardy Prasetya, Hernowo
; Autentika May Putra Pratama, Febian
; Arifah, Siti
; Oktiviani Pradita, Annisa
; Sumarmi
Jurnal Karya Pengabdian Masyarakat
Vol 3
, No 1
(2025)
HIV (Human Immunodeficiency Virus) is a virus that attacks a person's immune system, often called PLWHA (People with HIV AIDS). The public stigma about PLWHA has a negative impact on development, especially PLWHA who are still children, such as those at the Lantern Foundation, especially since the Lantern Foundation is located in the middle of an urban area, meaning they have to survive with the help and assistance of generous people. Urban Farming or Urban Agriculture offers an interesting and...
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Village Economic Empowerment through Product Innovation: Training on Corn Compote Ice Making in Rejosari Village, Kendal Regency, Central Java Province, Indonesia
Community Service Journal: Adarma Acitya
Vol 1
, No 1
(2025)
This community service activity aims to empower the local community of Rejosari Village by providing training on the production of corn ice, a value-added product derived from corn. The primary objective is to enhance participants' understanding and skills in processing corn, thereby improving their economic conditions. The methodology employed includes a series of structured training sessions that encompass theoretical knowledge and practical demonstrations. Initially, a needs assessment was co...
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The Analysis of Students’ Difficulties in Understanding Reading Questions in Textbooks
MAGISTRA: Media Pengembangan Ilmu Pendidikan Dasar dan Keislaman
Vol 16
, No 1
(2025)
This study conducted to analyse the difficulties that students faced in understanding reading questions from their textbooks. The research aimed to explore these challenges and propose activities that could help students overcome them. The study employed a descriptive qualitative research design, providing a detailed description of the findings in a paragraph format. The participants in the research were 30 students from grade 5 and 6 at Mondial Primary School. To gather data, the researcher uti...
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Training on Teaching at the Right Level (TaRL) and Culturally Responsive Teaching (CRT) Approaches for Elementary School Teachers
Prafitasari, Ferrinda
; Purbosari, Para Mitta
; Susilowati, Dewi
; Pujiyana
; Rosyid, Ahmad
; Pratama, Sekar Ayu Pramudya
; Maharani, Sahda Hasannah Zain
Educate: Journal of Community Service in Education
Vol 5
, No 1
(2025)
Teachers at SD Negeri Pundungrejo 03 have difficulty implementing differentiated learning and tend to use existing learning devices without modification. This community service activity aims to improve teachers' ability to implement the differentiated Independent Curriculum with the Teaching at the Right Level (TaRL) and Culturally Responsive Teaching (CRT) approaches. This activity was carried out directly at SD Negeri Pundungrejo 03 Sukoharjo. The community service implementation procedure ref...
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Peran Strategi Pengembangan Bisnis dalam Pemberdayaan UMKM: Studi Deskriptif Kualitatif
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 2
(2025)
Usaha Mikro, Kecil, dan Menengah (UMKM) memegang peranan strategis dalam perekonomian Indonesia, dengan kontribusi signifikan terhadap Produk Domestik Bruto (PDB) dan penyerapan tenaga kerja. Namun, UMKM menghadapi berbagai tantangan, seperti keterbatasan akses permodalan, rendahnya kualitas sumber daya manusia, kurangnya pemanfaatan teknologi, serta kendala dalam pemasaran produk. Penelitian ini bertujuan untuk mengidentifikasi permasalahan utama yang dihadapi UMKM, mengevaluasi efektivitas pro...
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Function and Effectiveness of Knife Sharpness for Food Preparation
An International Journal Tourism and Community Review
Vol 2
, No 2
(2025)
Knife, knife is an important tool for cooks and even head chefs. There are various types and materials of knives, each knife has the same function but with different effectiveness for cutting certain ingredients. For example, 'Chef knife' This chef knife is most commonly used in the f&b world or at home, the second is 'Cleaver' cleaver or often called machete is most often used in China, and if in Indonesia it is most often used to cut poultry, and to chop various meats, the third is 'Bread...
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Strategi Pemasaran Menggunakan Analisis Ansoff Dalam Meningkatkan Pemasaran Produk di Pegadaian Kantor Cabang Purwokerto
Zeliana, Aura Nadisha
; Shafrani, Yoiz Shofwa
; Saputri, Imel Nurul
; Fernansyah, Nio Kenshi Pratama
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 4
, No 2
(2025)
Pegadaian is one of the Islamic financial institutions in Indonesia that continues to expand its market share through various marketing strategies. This study aims to analyze the market penetration strategies implemented by Pegadaian and identify the efforts that can be made to increase customer interest. The research method used is descriptive qualitative with a literature study approach from various accredited national journals in the last five years, as well as document analysis related to Pe...
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Strategi Pengembangan Bisnis Abon Di Umkm Langkah Maju
saputra, Yehuda Nathanael Theo
; Pengestu, Seto Probo
; Prabawati, Malicha
; Wahyudi, Alfarobi Sabilar Rosyad
; Pratama, Chabib Galuh
; Saputra, Adithya
Journal of Agribusiness, Social and Economic
Vol 5
, No 1
(2025)
This study aims to analyze the business development strategy of abon (shredded meat) at UMKM Langkah Maju using a SWOT approach. The analysis evaluates internal factors, including strengths and weaknesses, as well as external factors, such as opportunities and threats that affect business growth. The results indicate that UMKM Langkah Maju's main strengths lie in high-quality raw materials, distinctive flavors, and competitive pricing. However, challenges such as limited production capacity, sub...
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