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Klasifikasi Kompetensi Mahasiswa menggunakan Algoritma Naive Bayes
Dinamik
Vol 30
, No 2
(2025)
Perkembangan teknologi informasi telah meningkatkan kebutuhan akan sumber daya manusia yang kompeten di bidang analitik data dan pemrograman, khususnya bagi mahasiswa Program Studi Sistem Informasi. Penelitian ini bertujuan untuk membangun model klasifikasi guna mengidentifikasi kecenderungan mahasiswa sebagai Data Analyst atau Programmer menggunakan algoritma Naive Bayes. Sebanyak 220 data dikumpulkan melalui kuesioner daring, dengan indikator penilaian yang dikelompokkan dalam dua dimensi: kem...
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Pendekatan Graph-Based Community Detection dalam Social Network Analysis Jaringan Undang-Undang Republik Indonesia 2014-2024
Wibisono, Setyawan
; Wahyudi, Eko Nur
; Hadikurniawati, Wiwien
; Lestariningsih, Endang
; Cahyono, Taufik Dwi
Dinamik
Vol 30
, No 2
(2025)
This study evaluates the performance of three community detection algorithms—Leiden, Infomap, and Label Propagation—on the legal network of the Republic of Indonesia spanning the period 2014–2024. The network consists of 679 nodes and 2,295 edges, constructed based on citation relationships among regulations. The evaluation employs four network topology metrics: modularity, coverage, conductance, and inter-cluster density. Results show that the Leiden algorithm achieves the highest modularity sc...
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Deteksi Dini Gejala Aritmia pada Penderita Hypertensi menggunakan Algoritma SVM dengan Data Elektrokardiogram
Tambunan, Fiktor Januari
; Tarigan, Perwira
; Hulu, Yakin Rianto
; Halawa, Hendi Jaya
; Prabowo, Agung
Dinamik
Vol 30
, No 2
(2025)
Abstrak
Penelitian ini mengembangkan sistem deteksi aritmia pada lansia menggunakan sinyal elektrokardiogram (EKG) 5-lead dan algoritma Support Vector Machine (SVM). Data EKG yang diperoleh melalui perangkat Smart Holter direkam secara kontinu dan diproses melalui tahapan praproses, meliputi koreksi baseline, filtering dengan metode Butterworth, ekstraksi fitur, normalisasi, serta pelabelan manual oleh dokter spesialis jantung untuk validitas klinis. Model SVM kemudian dilatih dan diuji dengan h...
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Pengembangan Label Desain Kemasan Susu Kefir Guna Peningkatan Brand Awareness Wow Suke
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 1
(2025)
This study aims to measure the effectiveness of packaging label design and promotional media (brochures) in increasing brand awareness of the WOW SUKE kefir milk and ice cream products. The method used is a Brand Lift Study, conducted through surveys with 53 respondents before and after exposure to the promotional materials. The results show a significant increase in brand awareness, from 21.1% before exposure to 49.1% after, indicating a growth of 132.7%. The brand recall rate reached 98.1%, me...
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Karakteristik Italian Meringue Butter Cream Menggunakan Proporsi Pemanis yang Berbeda
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
The objective of this study was to assess the sensory acceptability of Italian Meringue Butter Cream in terms of texture, aroma, color, and taste, using varying proportions of sweeteners. The research was carried out in the Culinary Arts Laboratory of the Ibu Kartini Academy of Social Welfare. An experimental approach was employed, utilizing a Completely Randomized Design (CRD). The study involved three treatments with different ratios of granulated sugar to stevia: F1 (220 g : 20 g), F2 (150 g...
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RFM Analysis Application for Customer Loyalty Identification in Bodywork PT. Bengawan Karya Sakti
Dinamik
Vol 30
, No 2
(2025)
The bodywork industry in Indonesia is under high competitive pressure, requiring companies to be more adaptive in understanding customer behavior in order to maintain business continuity. PT. Bengawan Karya Sakti as one of the national bodywork companies, has not optimally utilized historical transaction data to assess customer loyalty. This study aims to identify customer loyalty segmentation through the application of the RFM (Recency, Frequency, Monetary) method, which is used to analyze sale...
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Optimizing urban agriculture in empowering HIV/AIDS children in Lentera houses: Optimalisasi pertanian perkotaan dalam pemberdayaan anak-anak HIV/AIDS pada rumah Lentera
Pamungkas, Hanung
; Ardy Prasetya, Hernowo
; Autentika May Putra Pratama, Febian
; Arifah, Siti
; Oktiviani Pradita, Annisa
; Sumarmi
Jurnal Karya Pengabdian Masyarakat
Vol 3
, No 1
(2025)
HIV (Human Immunodeficiency Virus) is a virus that attacks a person's immune system, often called PLWHA (People with HIV AIDS). The public stigma about PLWHA has a negative impact on development, especially PLWHA who are still children, such as those at the Lantern Foundation, especially since the Lantern Foundation is located in the middle of an urban area, meaning they have to survive with the help and assistance of generous people. Urban Farming or Urban Agriculture offers an interesting and...
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Perancangan sistem informasi akuntansi Penerimaan kas berbasis website
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 1
(2025)
Abstract. A store requires an effective and efficient accounting information system to manage its finances, ensuring business continuity and financial sustainability. One such case is Am Collection Store, which has not yet adopted computer technology. The store still uses manual methods for cash receipts processing. This Cash Receipt Application was designed using the waterfall method, applied as a system development method, and utilizes PHP and MySQL programming languages. The objective is for...
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Peran Guru PPKn Dalam Penguatan Norma Hukum Untuk Mengatasi Perilaku Bullying Pada Siswa Kelas VII SMP NEGERI 18 Surakarta Tahun Pelajaran 2023/2024: Indonesia
Jurnal Global Citizen : Jurnal Ilmiah Kajian Pendidikan Kewarganegaraan
Vol 14
, No 1
(2025)
The purpose of this research was 1) to determine the forms of bullying behavior that occurred in students in class VII of SMPN 18 Surakarta, 2) to determine the role of Civics teachers in providing reinforcement of legal norms to overcome bullying behavior at the seventh grades students of SMPN 18 Surakarta.
The from of this research was qualitative reseach. The research steategy used was a case study. The subjects in this research were the deputy principal for student affairs, civics theacher i...
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The Effect of Performance Allowance on Employee Performance through Work Engagement as an Intervening Variable at the Banjarmasin State Polytechnic
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 1
(2025)
This study aims to identify and evaluate employee performance (Y) as the dependent variable and performance allowance (X) as the independent variable at the Banjarmasin State Polytechnic. Employee performance is influenced by work engagement (Z) as an intervening variable. The research employs a quantitative approach, with a sample of 94 employees from Poliban, selected through random sampling. The sample size was determined using Slovin's formula. A Likert scale, ranging from 1 to 5, was used t...
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