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Analisis perbandingan machine learning untuk prediksi kelayakan kredit perbankan pada Bank BRI Tegal
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
Predicting credit worthiness is an important step for banks to reduce the risk of bad credit. This research compares the performance of four classification algorithms, namely SVM, Naïve Bayes, Random Forest and Decision Tree using simulated datasets. The results obtained on the metrics of accuracy, precision, recall, F1 score, and AUC-ROC, show that Decision Tree has the best performance with 42.5% accuracy, 48.3% precision, 47.5% recall, 47.5% F1 score, and AUC 0.60, indicating its ability to i...
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Rancang bangun alat uji bending pada plat besi menggunakan hydraulic jack kapasitas 6 ton
Perwira Journal of Science & Engineering (PJSE)
Vol 5
, No 1
(2025)
Pemilihan bahan material menjadi salah satu aspek penting dalam proses pengembangan produk dan konstruksi, terutama dalam memastikan kekuatan dan ketahanan material terhadap berbagai jenis beban dengan berbagai kebutuhan tertentu. Di dunia industri manufaktur, rekayasa, konstruksi, atau di dunia Pendidikan khususnya program studi Teknik Mesin. Uji bending merupakan salah satu metode yang umum digunakan dalam menentukan kualitas suatu material sesuai standar yang berlaku. Dengan adanya alat bendi...
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Language Facilitates Beckham’s Ideas into Meaningful Sayings: Pragmatic Analysis
RADIANT: Journal of Applied, Social, and Education Studies
Vol 5
, No 3
(2025)
In his speech at UNICEF, David Beckham emphasized the importance of protecting the dreams and aspirations of children. He shared his experience while visiting various countries. As a public figure, Beckham utilizes his popularity to advocate for important issues. His speech at UNICEF is a prime example of how Beckham leverages his platform to have a positively impact and inspire others. This research analyses speech acts as Beckham’s communication strategy to articulate the objective of his spee...
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Semantic Interpretation of Tubuh yang Padam Tersulut Lyrics by Harum Manis: Interpretasi Semantik pada Lirik Lagu Tubuh Yang Padam Tersulut Karya Harum Manis
RADIANT: Journal of Applied, Social, and Education Studies
Vol 5
, No 3
(2025)
Music and song lyrics serve as universal communication media. Semantic interpretation in song lyrics is intriguing to study due to their often ambiguous language. Words in song lyrics may have literal, metaphorical, or symbolic meanings, depending on context and delivery. This study explores the semantic richness in Harum Manis's Tubuh yang Padam Tersulut, focusing on how its lyrics convey emotions of loss through evocative language. Using qualitative descriptive analysis, this research identifi...
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Pengaruh Harga dan Desain Produk terhadap Keputusan Pembelian Busana Muslim
DHARMA EKONOMI
Vol 31
, No 2
(2025)
This research aims to determine the influence of price and product design on Muslim clothing purchasing decisions. In the fashion industry, especially Muslim fashion, price and product design are two very important factors in influencing consumers' decisions to make purchases. Competitive and affordable prices can attract consumers' attention, while attractive designs that are in line with trends can increase the product's appeal. Through the literature review method, this research analyzes vari...
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Penggunaan Rasio Keuangan untuk Menilai Kinerja Keuangan pada PT Mitra Keluarga Karya Sehat Periode Tahun 2018-2021
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 30
, No 2
(2025)
This study aims to analyze the financial performance of PT Mitra Keluarga Karyasehat Tbk before and during the COVID-19 pandemic, where healthcare facilities were among the most crucial and highly needed aspects for recovery from the contagious COVID-19 outbreak. The method used in this research is a quantitative approach. The type of data utilized is secondary data obtained from the Indonesia Stock Exchange or the official website of PT Mitra Keluarga Karyasehat Tbk. The data consists of financ...
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Perancangan sistem informasi sekolah berbasis web pada TK Aisyiyah Bustanul Athfal 1 Bengkulu
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
TK Aisyiyah Bustanul Athfal 1 Bengkulu is an early childhood education institution that still manages administrative and academic processes manually, such as recording student data, admitting new learners, and assessing learning outcomes. This has the potential to cause recording errors, data loss, and delays in information processing. This research aims to design a web-based school information system that can help manage school data and information in a computerized manner. The system includes...
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2 Sitasi
Penerapan algoritma K-Nearest Neighbors (KNN) untuk klasifikasi citra medis
Ujianto, Nur Tulus
; Gunawan
; Fadillah, Haris
; Fanti, Azizah Permata
; Saputra, Aryan Dandi
; Ramadhan, Ilham Gema
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
This study aims to optimize the implementation of the K-Nearest Neighbors (K-NN) algorithm for medical image classification by focusing on selecting the optimal KKK parameter and applying dimensionality reduction techniques to improve accuracy and efficiency. The data used was sourced from public medical image repositories such as The Cancer Imaging Archive (TCIA) and Medical Image Analysis datasets, covering various diseases, including brain tumors, lung cancer, and kidney lesions. The research...
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6 Sitasi
Pengaruh Strategi Learning Start With A Question dengan Aplikasi Quizizz terhadap Kemampuan Pemahaman Konsep Matematis dan Kecemasan Matematika Siswa SMP Negeri 2 Bilah Barat
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
This study was chosen because it is believed to be able to provide a positive impact on the mathematics learning process, especially in improving students' mathematical concept understanding abilities and reducing mathematical anxiety which is often an obstacle in learning. This is to analyze the effect of the Learning Start With A Question (LSQ) strategy with the Quizizz Application on students' mathematical concept understanding abilities and mathematical anxiety at SMP Negeri 2 Bilah Barat. T...
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Pelatihan Literasi Digital untuk Siswa- Siswi Madrasah Tsanawiyah (MTs) Darul Kholili Jember
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 1
(2025)
The digital literacy level of the Indonesian young generation is still low. Therefore, the students need to be equipped for digital literacy from an early age. This community service activity aims to increase the knowledge and skills of the students of Madrasah Tsanawiyah (MTs) Darul Kholili Jember. In this basic digital literacy training, the presenter used several mixed approaches, they are lecturing, discussion, and practice. The materials taught in this training include Digital Literacy, Dig...
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