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IMPLEMENTATION OF THE MERDEKA CURRICULUM THROUGH PROJECT-BASED LEARNING (PJBL) FOR MATHEMATICS INSTRUCTION IN MADRASAH IBTIDAIYAH
MAGISTRA: Media Pengembangan Ilmu Pendidikan Dasar dan Keislaman
Vol 15
, No 1
(2024)
Kurikulum Merdeka is a replacement for the 2013 curriculum, this curriculum contains planning in learning activities and a process of gaining knowledge, as well as experience that we get from learning activities. This curriculum change requires teachers to readjust the learning model that appropriate with Kurikulum Merdeka, where teachers are facilitators and students are active in the learning process. This study aims to analyze the implementation of Kurikulum Merdeka and the application of Pro...
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Penentuan Jenis Persalinan Berdasarkan Faktor-Faktor Klinis Menggunakan K-NN dan Naive Bayes
Journal of Informatics Education
Vol 7
, No 1
(2024)
The purpose of this research is to classify the type of normal or caesarean delivery using the K-NN and Naïve Bayes algorithms. The data used are data on maternal age, hemoglobin, gestational age, pregnancy problems. The results of this study show that the Naïve Bayes algorithm is able to classify the type of normal or cesarean delivery. With the validation method K-Fold Cross Validation and Confusion Matrix for the calculation of misclassification which will make us know how bad our model is in...
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ANALYSIS SWOT OF COFFEE AT CV FRINSA AGROLESTARI
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 8
, No 1
(2024)
Coffee (Coffea L.) is one of the plantation commodities that has a high economic value in Indonesia. One of the coffee producers in Indonesia is CV Frinsa Agrolestari in Pangalengan, West Java. CV Frinsa Agrolestari is a family company engaged in the coffee business, starting from nursery, planting, and processing coffee beans to breeding coffee varieties. The purpose of this research is to identify internal and external environmental factors to obtain alternative strategies for CV Frinsa Agrole...
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Peningkatan Literasi Keuangan dan Pelatihan Bahasa Inggris Sejak Dini Bagi Siswa SD Kanisius Mlese
Jurnal Pengabdian Teknologi Tepat Guna
Vol 5
, No 2
(2024)
This community service activity aims to provide an understanding of financial literacy from an early age. Apart from that, this service also provides brief English language training. The habit of saving will teach students to learn to be independent and practice not relying on their parents from an early age. The English language training in this service focuses on speaking regarding the introduction. The partner in this service activity is Kanisius Mlese Elementary School, located in Klaten Reg...
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Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost
Ako, Rita Erhovwo
; Aghware, Fidelis Obukohwo
; Okpor, Margaret Dumebi
; Akazue, Maureen Ifeanyi
; Yoro, Rume Elizabeth
; Ojugo, Arnold Adimabua
; Setiadi, De Rosal Ignatius Moses
; Odiakaose, Chris Chukwufunaya
; Abere, Reuben Akporube
; Emordi, Frances Uche
; Geteloma, Victor Ochuko
; Ejeh, Patrick Ogholuwarami
Journal of Computing Theories and Applications
Vol 2
, No 1
(2024)
Customer attrition has become the focus of many businesses today – since the online market space has continued to proffer customers, various choices and alternatives to goods, services, and products for their monies. Businesses must seek to improve value, meet customers' teething demands/needs, enhance their strategies toward customer retention, and better monetize. The study compares the effects of data resampling schemes on predicting customer churn for both Random Forest (RF) and XGBoost ense...
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22 Sitasi
Dampak Pencemaran Udara terhadap Kesehatan Masyarakat di Perkotaan
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
Urban air pollution is a critical environmental issue, significantly impacting public health. This study examines the sources of urban air pollution, types of pollutants, and their health effects. Methods include literature review and analysis of health data from urban populations. Findings reveal that exposure to pollutants such as PM2.5, NO2, and O3 leads to respiratory and cardiovascular diseases, reduced lung function, and increased mortality rates. The study highlights the need for sustaina...
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PENINGKATAN KAPASITAS MASYARAKAT DALAM PENENTUAN PRIORITAS PENGEMBANGAN DESA WISATA
Jurnal Pengabdian Masyarakat Unwahas
Vol 9
, No 1
(2024)
Pariwisata adalah satu sektor baru yang dapat mempercepat pertumbuhan ekonomi melalui peningkatan kesempatan kerja, pendapatan, dan standar hidup suatu negara. Untuk pembangunan desa, seluruh masyarakat harus berpartisipasi secara aktif. Salah satu masalah yang muncul adalah bahwa sebagian besar masyarakat tidak memahami dengan baik cara untuk menentukan skala prioritas. Hal ini mendukung pentingnya menerapkan program pengabdian kepada masyarakat untuk meningkatkan partisipasi masyarakat dan kap...
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Enhanced Vision Transformer and Transfer Learning Approach to Improve Rice Disease Recognition
Rachman, Rahadian Kristiyanto
; Setiadi, De Rosal Ignatius Moses
; Susanto, Ajib
; Nugroho, Kristiawan
; Islam, Hussain Md Mehedul
Journal of Computing Theories and Applications
Vol 1
, No 4
(2024)
In the evolving landscape of agricultural technology, recognizing rice diseases through computational models is a critical challenge, predominantly addressed through Convolutional Neural Networks (CNN). However, the localized feature extraction of CNNs often falls short in complex scenarios, necessitating a shift towards models capable of global contextual understanding. Enter the Vision Transformer (ViT), a paradigm-shifting deep learning model that leverages a self-attention mechanism to trans...
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27 Sitasi
Enhancing Lung Cancer Classification Effectiveness Through Hyperparameter-Tuned Support Vector Machine
Gomiasti, Fita Sheila
; Warto, Warto
; Kartikadarma, Etika
; Gondohanindijo, Jutono
; Setiadi, De Rosal Ignatius Moses
Journal of Computing Theories and Applications
Vol 1
, No 4
(2024)
This research aims to improve the effectiveness of lung cancer classification performance using Support Vector Machines (SVM) with hyperparameter tuning. Using Radial Basis Function (RBF) kernels in SVM helps deal with non-linear problems. At the same time, hyperparameter tuning is done through Random Grid Search to find the best combination of parameters. Where the best parameter settings are C = 10, Gamma = 10, Probability = True. Test results show that the tuned SVM improves accuracy, precisi...
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DAMPAK PENERAPAN DIGITAL MARKETING PADA PENGEMBANGAN BISNIS (STUDI KASUS PADA USAHA KULINER NYAMM AYAM DI SALATIGA)
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 3
, No 1
(2024)
Perkembangan Teknologi Informasi yang pesat menyebabkan munculnya berbagai model digital marketing, yang diharapkan memiliki dampak signifikan bagi perkembangan sebuah usaha. Penelitian ini bertujuan untuk mengamati sejauh mana pengaruh penerapan model digital marketing terhadap perkembangan peningkatan sebuah usaha. Studi kasus dilakukan pada bisnis kuliner Nyamm Ayam di Salatiga, yaitu sebuah bisnis yang melayani penjualan masakan ayam dengan berbagai kreasi dan menu pilihan dengan cita rasa n...
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