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Analisa Citra Warna Darah Reject Berdasarkan Fitur Histogram Menggunakan KNN
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Manual quality assessment of Platelet Concentrate (TC) is highly subjective and inconsistent, necessitating an objective, automated classification system. This study aims to develop a computationally efficient, low-cost model for TC quality classification using Histogram Features extracted from grayscale images combined with the K-Nearest Neighbor (KNN) algorithm. The methodology employed critical preprocessing steps, including StandardScaler for normalization and SMOTE for balancing the trainin...
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Digital Vital Signs: Decision Trees as Behavioral Tripwires for Adolescent Smartphone Overuse
Journal of Multimedia Trend and Technology
Vol 4
, No 3
(2025)
Smartphones are a double-edged sword for teenagers; on the one hand, these devices provide a window to vast knowledge. However, the dark side of smartphones emerges when uncontrolled use is linked to mental health and exposure to negative content. Problematic smartphone use (PSU) occurs in 12–37% of adolescents and has been associated with sleep disturbances, depressive symptoms, and deterioration in academic functioning. Methods: We have trained an interpretable decision tree over a 1,000-parti...
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Analysis of Factors Affecting Student Interest in Using Mobile Banking
Journal of Multimedia Trend and Technology
Vol 4
, No 3
(2025)
Study aims to analyze the effect of trust, compatibility, perceived risk, risk acceptance, and satisfaction on students’ interest in using mobile banking applications. Mobile banking has become one of the most widely used digital financial solutions due to its convenience and practicality, especially among young users who are familiar with technology. This research employs a quantitative approach using multiple linear regression analysis. The data are derived from a secondary dataset titled “COG...
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User Interface Design for Discrepancy-Simple Additive Weighting Evaluation Instrument
Journal of Multimedia Trend and Technology
Vol 4
, No 3
(2025)
In an effort to make it easier for users to understand how DSS-based instruments function without having to run the actual application, a user interface design is required. The purpose of this study was to show the quality of the user interface design of the Discrepancy-SAW evaluation instrument. The research approach used the R&D development model, which focuses on three stages of development. The three stages were design creation, initial design trial, and revision of the initial design tr...
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Students' error profiles in solving statistical problems based on Newman's error analysis
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 3
(2025)
Many students experience difficulties when solving statistical problems, indicating the need for further research to address these issues. The purpose of this study is to identify the types of errors students make and the factors contributing to these errors. The error types in this study are analyzed using Newman's Error Analysis (NEA), which includes reading and decoding errors, comprehension errors, transformation errors, process skill errors, and encoding errors. This study employs a qualita...
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Hubungan Tingkat Pendidikan dengan Kepatuhan Minum Obat Pasien Hipertensi
Jurnal Kesehatan Elisabeth
Vol 2
, No 2
(2025)
Non-adherence to medication is an important problem in the management of hypertension. Thos problem was founded in patient with various education level. However, the study about relationship between level of education and medication adherence is still inconclusive. This study aims to determine the relationship between level of education and medication adherence in hypertensive patients.The research design used was cross sectional. Ninety hypertensive patients at Mijen community health center was...
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Increased Motivation to Learn Mathematics in Students of Sungai Buloh Malaysia Learning Centre Through Traditional Games
Ishartono, Naufal
; Nurcahyo, Adi
; Faiziyah, Nuqthy
; Chalistha, Fayza Putri
; Ningtyas, Yoga Dwi Windy Kusuma
; Palupi, Retno
; Wibowo, Eko Ari
; Anisa, Cavella Noor Putri
; Hayuni, Argenti Agung
; Amany, Azzah
; Budi, Ardi Bagus Setyo
; Majidah, Farah
Buletin KKN Pendidikan
Vol 7
, No 2
(2025)
Indonesian diaspora students often experience low motivation in learning mathematics due to abstract instruction and limited culturally relevant learning media. This community service program aimed to enhance mathematics learning motivation among Indonesian elementary students at the Sungai Buloh Learning Studio, Malaysia, through the integration of traditional Indonesian games Bentik, Dakon, and Engklek. The program was designed based on partner needs and implemented as culturally integrated ma...
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Prediksi Penyakit Jantung Menggunakan Algoritma Machine Learning Berdasarkan Indikator Kesehatan
Karo-Karo, Julkarnaen
; Syakir, Adryan Raihan
; Raihan, Raihan
; Sumanto, Sumanto
; Budiawan, Imam
; Pakpahan, Roida
; Christian, Ade
; Karo-Karo, Julkarnaen
; Syakir, Adryan Raihan
; Raihan, Raihan
; Sumanto, Sumanto
; Budiawan, Imam
; Pakpahan, Roida
; Christian, Ade
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2025)
Penyakit jantung tetap menjadi penyebab utama kematian di seluruh dunia, sehingga menekankan perlunya deteksi dini dan langkah pencegahan aktif melalui pendekatan yang didasarkan pada analisis data. Penelitian ini bertujuan untuk memprediksi kemungkinan terjadinya penyakit jantung dengan memanfaatkan berbagai metode pembelajaran mesin, yang bergantung pada indikator kesehatan seperti nilai tekanan darah, tingkat kolesterol, indeks massa tubuh, serta pengukuran denyut nadi. Penelitian ini menerap...
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Dolantara : Inovasi Edukasi dan Pemberdayaan Literasi Budaya Masyarakat melalui Kampung Dolanan Sidowayah
Educate: Journal of Community Service in Education
Vol 5
, No 2
(2025)
Program Dolantara (Dolanan Inovatif Nusantara) merupakan inovasi edukasi dan pemberdayaan literasi budaya masyarakat yang dilaksanakan di Kampung Dolanan Sidowayah, Kabupaten Klaten. Kegiatan ini dilatarbelakangi oleh menurunnya minat generasi muda terhadap permainan tradisional akibat derasnya arus modernisasi dan penetrasi teknologi digital. Tujuan utama program ini adalah melestarikan nilai-nilai budaya lokal melalui penguatan literasi budaya, peningkatan keterampilan digital masyarakat, sert...
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The Influence of Operating Costs on Revenue and Cash Balance: Data Warehouse Analysis
Anthony, Revan
; Ernesto, Brian
; Prasetya, Jonathan Ansell
; Subrata, Kenneth Marchelino
; Sari, Muh. Masri
; Kurniawan, Rido Dwi
; Anthony, Revan
; Ernesto, Brian
; Prasetya, Jonathan Ansell
; Subrata, Kenneth Marchelino
; Sari, Muh. Masri
; Kurniawan, Rido Dwi
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2025)
Penelitian ini menganalisis pengaruh biaya operasional terhadap omzet dan saldo kas pada sebuah perusahaan Food and Beverage (F&B) sektor minuman dengan memanfaatkan data warehouse sebagai basis integrasi dan pengolahan data keuangan. Permasalahan utama yang diangkat adalah kurangnya pemanfaatan data keuangan bulanan secara analitis sehingga hubungan antara biaya operasional, kinerja penjualan, dan kondisi saldo kas belum terpantau dengan baik. Tujuan penelitian ini adalah menguji pengaruh b...
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