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Jurnal Teknoif Teknik Informatika Institut Teknologi Padang
ISSN 2338-2724 · ITP Press · 221 articles in the index
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Journal Article
RETHINKING GRAPH-BASED APPROACHES: AN EMPIRICAL STUDY OF FEATURE ENGINEERING IN NETWORK INTRUSION DETECTION
Although graph-based feature engineering has become widely used in network intrusion detection systems (NIDS), there is a severe lack of empirical research on determining whether the addition of network topology features results in a real positive improvement over the operation of the system or it…
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Journal Article
Real-Time IoT-Based Solar Power Monitoring System Using Threshold Decision Algorithm and Mobile Push Notifications
The establishment of solar power installations as a renewable energy option necessitates dependable monitoring systems to ensure peak performance. Nonetheless, current monitoring solutions typically emphasize only data visualization, lacking intelligent early warning features, which results in…
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Journal Article
Analysis of Vegetation Changes in Siak Regency's Oil Palm Plantations
Land cover change driven by the expansion of oil palm plantations has become a critical environmental issue in Siak Regency, Riau Province, necessitating periodic vegetation monitoring for sustainable land management. This study aimed to integrate Google Earth Engine and Quantum Geographic…
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Journal Article
Alzheimer’s Disease Classification using Lightweight Network MobileNet-V3
Alzheimer’s disease is a major public health concern characterized by progressive cognitive decline due to irreversible neuronal damage. Alzheimer’s disease represents a major global health concern in the twenty-first century. Although magnetic resonance imaging (MRI) is widely used for early…
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Journal Article
Classification of Daily Rainfall Using XGBoost on Imbalanced Data in the Special Region of Yogyakarta
Rainfall is a meteorological parameter that influences various sectors, such as agriculture, water resource management, and disaster mitigation; however, the process of classifying it still faces challenges, particularly due to imbalanced data across categories. This study aims to evaluate the…
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Journal Article
MODEL REGRESI LOGISTIK DAN JARINGAN SYARAF TIRUAN UNTUK KLASIFIKASI MAHASISWA BERPOTENSI DROPOUT
Setiap perguruan tinggi memiliki mahasiswa yang keluar tanpa keterangan, termasuk mahasiswa yang gagal hingga akhir masa studinya dan dinyatakan drop out (DO). Langkah awal penyelesaian permasalahan mahasiswa DO dapat dilakukan melalui teknik klasifikasi. Penelitian ini bertujuan untuk…
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Journal Article
IMPLEMENTASI INCREMENTAL METHOD PADA RANCANG BANGUN WEBSITE PENERBIT PNP PRESS
Penerbit PNP Press merupakan salah satu penerbit di Indonesia yang berada di bawah naungan perguruan tinggi negeri Politeknik Negeri Padang, penerbit ini menerbitkan dua model penerbitan, yakni Majalah dan buku. Jenis buku yang diterbitkan di PNP Press adalah buku ilmiah, teks, dan referensi…
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Journal Article
RANCANG BANGUN SISTEM INFORMASI PENERIMAAN SISWA BARU DENGAN FITUR E-REMINDER BERBASIS WHATSAPP GATEWAY : STUDI KASUS SDIT RABBANI KOTA BENGKULU
Dalam era digital yang terus berkembang, pengelolaan data dan informasi di lingkungan pendidikan menjadi aspek yang sangat penting. Proses penerimaan siswa baru di SDIT Rabbani Kota Bengkulu masih menghadapi berbagai kendala, seperti penumpukan berkas, kesulitan dalam manajemen data, dan…
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Journal Article
IDENTIFIKASI KEPADATAN PENDUDUK DI PROVINSI JAWA BARAT MENGGUNAKAN HIERARCHICAL CLUSTERING
Penelitian ini menerapkan algoritma hierarchical clustering untuk mengidentifikasi pola kepadatan penduduk di Jawa Barat (18 kabupaten, 9 kota) sebagai dasar penanggulangan bencana alam. Data kepadatan penduduk 2020-2022 dari Dinas Kependudukan Jawa Barat dianalisis untuk mengelompokkan wilayah…
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Journal Article
IMPLEMENTASI SISTEM KEAMANAN DAN HIGH AVAILABILITY PADA CLOUD SERVER MENGGUNAKAN AMAZON WEB SERVICES (AWS)
Service availability and security are critical aspects in web server management, particularly for educational institutions utilizing cloud-based technologies. This study aims to implement a high availability and security system on the SMKN 5 Padang web server using Amazon Web Services (AWS). The…
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Journal Article
DATA MINING ANALYSIS OF SHELL OIL SALES USING THE C4.5 ALGORITHM AT CV. HARAPAN KARYA MANDIRI
This study focuses on the analysis of Shell oil sales at CV. Harapan Karya Mandiri (HKM) Bengkulu, which faces challenges in predicting consumer demand and managing stock efficiently. CV. HKM Bengkulu is an official distributor of PT. Shell Indonesia, competing in the vehicle lubricant industry. To…
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Journal Article
CLASSIFICATION OF TRAFFIC TICKET CASES AT THE PAGAR ALAM DISTRICT ATTORNEY'S OFFICE USING THE C4.5 ALGORITHM
The increasing number of traffic violations in Pagar Alam City has led to a yearly rise in ticketing case data at the Pagar Alam District Attorney’s Office. This accumulation of data creates difficulties in effective data management and hinders the extraction of meaningful insights. The current…
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Journal Article
SISTEM INFORMASI GEOGRAFIS PEMETAAN JENIS KEKERASAN TERHADAP PEREMPUAN DI JAWA TENGAH MENGGUNAKAN METODE K-MEANS CLUSTERING
Violence against women is a social issue with widespread impacts and remains highly prevalent in Indonesia, including in Central Java Province. The forms of violence include physical, psychological, and sexual abuse, exploitation, neglect, and others. Presenting data in a general form without…
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Journal Article
DEVELOPMENT OF REAL-TIME MULTI-LOCATION INVENTORY SYSTEM AT PT. AFA KARYALOKA NATA UTAMA USING V-MODEL
Inventory management in companies with multiple locations often faces challenges when conventional tools such as spreadsheets are still used, causing inefficiency and difficulties in maintaining accurate records. Previous studies have largely focused on single-location systems without real-time…
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Journal Article
COMPARISON OF MACHINE LEARNING CLUSTERING ALGORITHMS FOR ANALYSING ELECTRICITY USAGE PATTERNS IN CAMPUS AREAS
Electricity consumption in campus environments varies based on building functions, occupancy patterns, and time-of-day usage. Understanding these variations is essential for efficient energy management. Uncontrolled electricity use often results in high operational costs, highlighting the need for…
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Journal Article
IMPLEMENTATION OF FEEDFORWARD NEURAL NETWORK FOR CARDIOVASCULAR DISEASE PREDICTION WITH PERFORMANCE EVALUATION
Disease is crucial to prevent more serious complications. This study implemented a Feedforward Neural Network (FNN) algorithm to build a cardiovascular disease risk prediction model using patient clinical data. The dataset used was sourced from open sources and underwent preprocessing stages such…
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Journal Article
DESIGN OF SUTI WATER SYSTEM INVENTORY APPLICATION USING THE USER-CENTERED DESIGN (UCD) METHOD
Inventory management (stock) is an important factor for business operational continuity. The Suti Water bottled water business unit, managed by the Indonesian Islamic Boarding School Cooperation Agency (BKsPPI), was facing serious constraints where the manual recording system often resulted in…
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Journal Article
WEB-BASED SANTRI MANAGEMENT AND MONITORING SYSTEM INTEGRATED WITH WHATSAPP
The increasing number of students in Islamic boarding schools (pesantren) has made administrative tasks such as recording student violations, achievements, permissions, and health records more complex. Many schools still manage these data manually, resulting in duplication, delayed communication…
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Journal Article
PENGEMBANGAN WEB SERVICE MENGGUNAKAN FRAMEWORK FASTAPI UNTUK MENINGKATKAN KEMUDAHAN INTEGRASI SISTEM INFORMASI AKADEMIK MULTIPLATFORM
Academic activities at Dian Nuswantoro University are managed using a web-based and mobile-based (Android and IOS) academic information system for students, lecturers, educators, and parents (guardians). The data retrieval process used by the academic information system is currently in each system…
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Journal Article
SISTEM PENYIRAMAN OTOMATIS PADA PEMBIBITAN PRE-NURSERY KELAPA SAWIT BERBASIS INTERNET OF THINGS
The application of automation technology in the agricultural sector is a highly effective solution for improving the efficiency and productivity of seedling cultivation, particularly in oil palm nurseries. CV Pangean Raya TBS is an oil palm nursery business located in Solok Selatan Regency. CV…