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Analisis Sentimen Layanan Aplikasi Pendidikan Menggunakan Multinomial Naive Bayes
Journal of Informatics Education
Vol 9
, No 1
(2026)
The rapid development of educational technology has increased the use of e-learning applications such as Ruangguru, generating a large amount of user reviews on Google Play Store that can be utilized to evaluate service quality. This study aims to analyze the sentiment of Ruangguru user reviews using the Multinomial Naive Bayes algorithm. The research data consisted of 5,000 user reviews collected through web scraping techniques from Google Play Store. The data were processed through severa...
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Analisa & Implementasi Gamification – Data Science Untuk Menghasilkan Framework Gameedu 101
Gamayanto, Indra
; Wibowo, Sasono
; Sukamto, Titien Suhartini
; Gardianto, Gilang Rizky
; Harini, Harini
Journal of Informatics Education
Vol 9
, No 1
(2026)
Pertumbuhan pesat lingkungan pembelajaran digital menciptakan peluang baru sekaligus tantangan dalam mempertahankan keterlibatan pengguna, motivasi, dan pengalaman belajar yang dipersonalisasi. Sistem e-learning konvensional umumnya masih bergantung pada penyampaian materi statis sehingga sering menyebabkan rendahnya partisipasi dan tingginya angka putus belajar. Penelitian ini mengusulkan GameEdu Framework 101, sebuah model terintegrasi yang menggabungkan prinsip gamifikasi dan teknik data scie...
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Analisis Sentimen Ulasan Pengguna Layanan Publik Menggunakan Algoritma Naïve Bayes
Journal of Informatics Education
Vol 9
, No 1
(2026)
This study aims to analyze the sentiment of user reviews of the Super App Polri application on the Google Play Store using the TF-IDF feature extraction method and the Multinomial Naïve Bayes classification algorithm. Super App Polri is a digital service of the Indonesian National Police providing SIM, STNK, SKCK renewals, and public complaint services. Data were collected via web scraping of 3,500 user reviews. Preprocessing stages—cleansing, case folding, tokenizing, stopword removal, and stem...
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Analysis of the Influence Service Quality on Outpatient Satisfaction at Mojosongo Boyolali Community Health Center Moderated by Payment Type
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
Service quality is a factor that can influence the level of patient satisfaction in obtaining health services. This study aims to determine how service quality can influence outpatient satisfaction with the type of payment as a moderating variable at the Mojosongo Boyolali Community Health Center. This study used a quantitative analytical method with a cross-sectional approach. The number of samples in this study was 355 respondents selected using a simple random sampling technique. Data were co...
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Exploring Serum Bilirubin as a Potential Biomarker for Primary Open-Angle Glaucoma
Total bilirubin (TBIL) functions as a natural antioxidant, and its levels tend to decrease with increasing oxidative stress, including in glaucoma tissue. This study aims to explore the relationship between total serum bilirubin levels and the severity of primary open-angle glaucoma (POAG). A total of 25 POAG patients and 25 control subjects further divided into aged >60 years and ≤60 years from the Glaucoma Clinic of the Universitas Sumatera Utara Hospital and its affiliated hospitals were i...
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Comparative Analysis of Manual and Electronic Medical Record Data Quality at Panti Waluyo Yakkum Hospital, Surakarta
Nurfika, Nurfika
; Wulandari, Sri
; Iskandar, Dwi
; Nurfika, Nurfika
; Wulandari, Sri
; Iskandar, Dwi
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
The quality of medical record data is an important component in supporting the quality of health services, decision making, and continuity of patient services. This study aims to compare the quality of manual and electronic medical record data based on the completeness of the discharge summary at Panti Waluyo Yakkum Hospital, Surakarta. The research method used a comparative quantitative design with a cross-sectional approach on 756 samples, consisting of 378 manual medical records and 378 elect...
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Analysis of Factors Affecting the Length of Postoperative Patient Care at RSUD Bung Karno Surakarta
-, Dyah Ayu Pitaloka
; Wulandari, Sri
; Widyoko, Aries
; Ayu Pitaloka, Dyah
; Wulandari, Sri
; Widyoko, Aries
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
A health service facility is a tool and/or place used to carry out health service efforts, both promotive, preventive, curative and rehabilitative. Hospitals must pay attention to the quality and safety of patients. One of the indicators of the quality of hospital inpatient services is Length of Stay (LOS). This study aims to analyze the factors that affect the Length of Stay (LOS) of postoperative patients at Bung Karno Hospital Surakarta and determine the most dominant factors. The research me...
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The Effect of Service Quality on the Satisfaction of Bpjs Patients in the Outpatient Installation of Lawawoi Health Center, Sidenreng Rappang Regency
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Kualitas layanan sangat penting untuk kepuasan pelanggan, khususnya di bidang layanan kesehatan, karena kualitas layanan berdampak pada persepsi dan kepercayaan pasien. Fakta tersebut menyoroti permasalahan seperti staf yang tidak ramah, perilaku yang kurang ramah, perlakuan yang dirasakan tidak setara, tidak adanya staf yang melakukan konseling, dan terbatasnya fasilitas ruang tunggu. Metode: Pendekatan yang digunakan adalah pendekatan kuantitatif dengan desain studi cross-sectiona...
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Description of Knowledge and Attitudes as Well as the Use of Artificial Sweeteners (Cyclamat And Saccharin) Around the Laweyan District Elementary Schools
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Penambahan aditif makanan, khususnya pemanis buatan, oleh produsen makanan tidak terlepas dari pengetahuan dan perhatian produsen terhadap aditif makanan tersebut. Penambahan aditif makanan, khususnya pemanis buatan, pada makanan atau minuman dipengaruhi oleh beberapa faktor, termasuk rendahnya pengetahuan pedagang dan harga pemanis buatan yang relatif lebih murah dibandingkan gula. Tujuan penelitian ini adalah untuk mengetahui gambaran umum pengetahuan dan sikap pedagang tentang pe...
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Maternal and Child Characteristics, Stimulation Practices, and Their Association with Stunting: A Cross-Sectional Study
Wijayanti, Anisa Catur
; Isnaeani, Farida Nur
; Wulandari, Windi
; Werdani, Kusuma Estu
; Puspita, Widya Galih
; Pratiwi, Septiani Cipta
; Sahda, Renaya Amelia
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Stunting adalah bentuk malnutrisi kronis pada masa kanak-kanak yang mengganggu pertumbuhan fisik, perkembangan kognitif dan motorik, serta produktivitas jangka panjang. Puskesmas Trucuk II di Kabupaten Klaten memiliki prevalensi stunting tertinggi di kabupaten tersebut (22,7%). Penelitian ini mengkaji perbedaan usia anak, usia ibu, stimulasi, dan perkembangan anak dalam kaitannya dengan kejadian stunting. Metode: Penelitian potong lintang dilakukan di wilayah kerja Puskesmas Trucuk...
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