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Chronic Kidney Disease Prediction Model Using Naïve Bayes (Case Study: Jayapura City)
Rumbairusy, Grace Adelin Rumbairusy
; Manda, Manda
; Payungallo, Yulan Nanda Sandira
; Sutejo, Heru
; Rumbairusy, Grace Adelin
; Manda, Manda
; Payungallo, Yulan Nanda Sandira
; Sutejo, Heru
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 1
(2025)
Penyakit Ginjal Kronis (PGK) merupakan salah satu masalah kesehatan yang kritis karena bersifat progresif dan sering tidak menunjukkan gejala pada tahap awal, sehingga banyak pasien terdiagnosis pada stadium lanjut. Di Kota Jayapura, jumlah kasus PGK terus meningkat akibat hipertensi, diabetes, serta keterbatasan akses layanan deteksi dini. Penelitian ini bertujuan membangun model prediksi PGK menggunakan algoritma Naïve Bayes serta menganalisis keterkaitan variabel klinis yang berpengaruh terha...
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Implementation of Naïve Bayes Algorithm on the Eligibility of Kartu Indonesia Pintar Scholarship (Case Study: University of Sepuluh Nopember Papua)
Siahaan, Daniel Bienfield Manahan
; Bagre, Estevina Carolina
; Wanda, Jered Imanuel
; Silahooy, Grisye
; Sutejo, Heru
; Siahaan, Daniel Bienfield Manahan
; Bagre, Estevina Carolina
; Wanda, Jered Imanuel
; Silahooy, Grisye
; Sutejo, Heru
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 1
(2025)
Program KIP Kuliah bertujuan memperluas akses pendidikan tinggi yang adil, namun seleksi manual di tingkat kampus kerap subjektif dan sukar diaudit. Penelitian ini menawarkan dukungan seleksi berbasis data menggunakan klasifikator Naive Bayes untuk membantu pengambilan keputusan di Universitas Sepuluh Nopember Papua. Tujuan penelitian adalah: (1) merancang dan mengimplementasikan model yang transparan dan replikabel untuk memprediksi kelayakan beasiswa, serta (2) mengevaluasi kinerjanya dengan m...
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1 Sitasi
Students' analogical reasoning and creative thinking across mathematical ability levels
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 3
(2025)
This study examines students' analogical reasoning and creative thinking in solving open-ended mathematical reflection problems across different levels of mathematical ability. Using a qualitative descriptive approach, data were collected from ninth-grade students through written tasks and interviews, with three participants representing high, medium, and low ability levels. The analysis focused on the stages of analogical reasoning: structuring, mapping, applying, and verifying based on Ruppert...
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Prediction of Unselling Menu Items for Bundling and Promotion Strategies in Cafés Using Decision Tree Algorithm
Karubun, Fheisyach Artianshal
; Kluman, Didaktus Baptista
; Febriansyah, Rahul
; Pali, Putra Emanuel
; Satia, Aldo Yunus Lazarus
; Sutejo, Heru
; Karubun, Fheisyach Artianshal
; Kluman, Didaktus Baptista
; Febriansyah, Rahul
; Pali, Putra Emanuel
; Satia, Aldo Yunus Lazarus
; Sutejo, Heru
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2025)
Industri café di Indonesia menghadapi tantangan dalam mengelola menu yang tidak laris, yang dapat menimbulkan kerugian akibat penumpukan bahan baku dan inefisiensi operasional. Penelitian ini bertujuan untuk memprediksi menu tidak laris menggunakan algoritma Decision Tree sebagai dasar penyusunan strategi bundling dan promosi yang efektif di café. Metode penelitian menggunakan pendekatan Knowledge Discovery in Database (KDD) yang mencakup tahapan seleksi data, pra-pemrosesan, transformasi, data...
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Peluang dan Tantangan Penerapan Paradigma Integrasi Interkoneksi Amin Abdullah dalam Studi Hukum Islam
JURNAL IQTISAD: Reconstruction of Justice and Welfare for Indonesia
Vol 12
, No 2
(2025)
The integration-interconnection paradigm proposed by Amin Abdullah seeks to address the long-standing dichotomy between religious sciences and general sciences, which has often hindered the development of Islamic knowledge. While offering a holistic approach, the application of this paradigm within the context of Islamic law still faces resistance from conservative groups and a lack of systematic, applicable methodology. This issue has led to Islamic law often being perceived as static and unabl...
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Description of Level Medication Compliance For Hypertensive Patients at Santa Elisabeth Hospital Medan Heart Clinic
Murni Sari Dewi Simanullang
; Friska Br. Sembiring
; Amnita Anda Yanti Ginting
; Ester Kristina Sitinjak
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
Hypertension is a chronic disease that shows blood pressure above normal limits and is a global health problem and is a risk factor for cardiovascular disease. Treatment adherence is defined as the patient's level of willingness and the extent to which they strive and behave to follow medical directives, regulations, or recommendations provided by healthcare professionals in an effort to assist the patient's recovery. Adherence to taking medication allows patients to keep their blood pressure st...
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Seasonal Variability in Soil Salinity and its Climatic Drivers in Khulna, Bangladesh
Forum Geografi
Vol 39
, No 3
(2025)
Bangladesh is one of the countries in the world most severely affected by soil salinity issues. This research focuses on the seasonal variation in soil salinity and the associated impact of climate change across different sites in the Batiaghata sub-district of Khulna, located in the southwestern coastal belt of Bangladesh. The study encompasses four meteorological seasons: pre-monsoon (March-April-May), monsoon (June-July-August-September), post-monsoon (October-November), and winter (December-...
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Cegah Kekerasan Seksual Kepada Anak : Pelatihan Metode Story Telling dan Aplikasi Ramah Anak Kepada Orang Tua dengan Anak Prasekolah
Jurnal Pengabdian Kepada Masyarakat Sisthana
Vol 7
, No 2
(2025)
Pendidikan seks kepada anak sejak dini dan pemilihan jenis tontonan yang sesuai dengan usia anak perlu menjadi perhatian orang tua sebagai upaya untuk mencegah kekerasan seksual yang terjadi pada anak. Namun faktanya pendidikan seksual kepada anak usia prasekolah belum dilakukan secara optimal oleh orang tua sehingga pemahaman seksual pada anak masih terbatas selain itu juga anak suka menonton video di aplikasi yang beresiko munculnya video tidak sesuai usia anak. Belum optimalnya orang tua dala...
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THE EFFECT OF SELLING PRICE AND HOUSEHOLD INCOME ON FARMERS' MOTIVATION IN PAPAYA FARMING IN WARINGINSARI VILLAGE, LANGENSARI DISTRICT, BANJAR CITY
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 3
(2025)
Papaya farming is one of the important sources of income for the community of Waringinsari Village. However, fluctuations in selling prices and household income often influence farmers’ motivation to maintain and develop their farming activities. The purpose of this study is to analyze the level of farmers’ motivation in conducting papaya farming in Waringinsari Village and to examine the influence of selling prices and household income on the motivation of papaya farmers in the village. The res...
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ANALYSIS OF PHYSICOCHEMICAL AND ORGANOLEPTIC CHARACTERISTICS OF YELLOW PUMPKIN PUDDING (CUCURBITA MOSCHATA)
Putri, Diwyacitta Antya
; Muyasyaroh, Hidayatun
; Lukitasari, Febriani
; Astuti, Nugrahani
; Rerung, Novia Tesalonika Amanda
; Ifadah, Raida Amelia
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 3
(2025)
Yellow pumpkin (Cucurbita moschata) is a nutrient-rich horticultural commodity with considerable potential for development into various food products, including pudding. However, scientific information regarding the effects of pumpkin incorporation on the physicochemical and sensory characteristics of pudding remains limited. This study aimed to evaluate the influence of different proportions of pumpkin (30%, 50%, and 70%) on the physicochemical properties, vitamin C content, and sensory accepta...
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