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Pengaplikasian Algoritma Simple Linear Regression untuk Prediksi Harga Rumah di Jabodetabek Berdasarkan Fitur Lokasi dan Luas Bangunan
Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
; Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
Penelitian ini menggunakan data sekunder yang telah melalui beberapa proses pra-pengolahan, mencakup penanganan data yang hilang, standarisasi data numerik, serta konversi data kategorikal menggunakan teknik One-Hot Encoding. Sebagian besar data (80%) digunakan dalam tahap pelatihan, sedangkan 20% sisanya digunakan untuk tahap pengujian, sedangkan model diimplementasikan dengan metode LinearRegression() pada library scikit-learn. Hasil evaluasi menunjukkan bahwa model berhasil menangkap hubungan...
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Empowering Vocational Teachers in Indonesian Vocational High Schools through In-House Training on Deep Learning-Based Instructional Management
Journal of Economic Empowerment and Community Service
Vol 1
, No 2
(2025)
This community service initiative aims to strengthen the pedagogical competence of vocational teachers in Indonesia through an In-House Training (IHT) program focused on Deep Learning-Based Instructional Management. Conducted at SMK Diponegoro Semarang, Indonesia on September 29, 2025, the activity involved 18 teachers from diverse vocational disciplines. The training adopted an andragogical and participatory design emphasizing active learning, reflection, and collaboration. Data were collected...
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Perancangan dan Implementasi Sistem Pengajuan Keluhan Karyawan Berbasis Web
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
The manual submission of employee complaints often leads to slow handling, disorganized documentation, and limited transparency regarding complaint progress. These issues hinder internal communication and reduce the effectiveness of administrative processes. This study aims to design and implement a Web-Based Employee Complaint Submission System using PHP and the Bootstrap framework to improve efficiency and accuracy in managing complaints. The system supports three main categories of complaints...
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Strengthening Cooperative Competitiveness Through Capacity Building: A Community Service Program on Business Plan Development for Cooperative Managers in Semarang Regency
Journal of Economic Empowerment and Community Service
Vol 1
, No 2
(2025)
Cooperatives play an essential role in supporting local economic development, yet many struggle with limited managerial competence and the absence of structured business planning. This community service program was conducted to enhance the capacity of cooperative managers in Semarang Regency through a three-day intensive training on business plan development. Hosted at The Wujil Resort & Conventions from May 22–24, 2023, the program involved 30 participants representing various cooperatives....
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PENGEMBANGAN SISTEM INFORMASI PERPUSTAKAAN BERBASIS KARYA LOKAL UNTUK PENINGKATAN LITERASI KOMUNITAS (KBP)
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
This study aims to develop and implement a web-based Library Information System as a means to enhance literacy within the Kampoeng Baca Pelangi (KBP) Community. The system is designed to simplify library data management processes that were previously performed manually, including book cataloging, member registration, borrowing, returning, and the generation of operational reports. The development process follows the Waterfall method, starting from requirement analysis, system design, implementat...
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Analisis Keabsahan Perjanjian Jual Beli Dengan Hak Membeli Kembali Dan Implikasi Hukumnya Terhadap Pembatalan Akta Notaris (Studi Putusan Kasasi Nomor 2491 K/Pdt/2025)
Jurnal Penelitian Serambi Hukum
Vol 19
, No 01
(2025)
A sale and purchase agreement with the right of repurchase is regulated under the Indonesian Civil Code; however, in practice, it is often used to disguise a loan agreement. This study aims to analyze the validity of such agreements and their legal implications for the annulment of notarial deeds based on Supreme Court Decision Number 2491 K/Pdt/2025. This research employs a normative juridical method with statutory and case approaches. The findings indicate that the Supreme Court assessed the v...
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The Llama–ARCS Adaptive Learning framework: AI–VR Integration System for Real-Time Motivational Feedback in Higher Education
Journal of Computing Theories and Applications
Vol 3
, No 3
(2025)
This study developed and evaluated an AI-integrated Virtual Reality (VR) system designed to enhance personalized learning in higher education. While VR improves engagement, existing systems often lack adaptivity or experience high latency during AI interactions. To address these limitations, this research introduces a novel integration of a cache-optimized Llama 2 Large Language Model (LLM) that delivers real-time, motivationally grounded feedback. The system was implemented using Unity 3D and v...
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Sistem Informasi Instalasi Kabel Serat Optik Di Kabupaten Bangkalan Menggunakan Model Waterfall
Mukhlis Ainur Rahman
; Nuru Aini
; Nor Halimah
; Siti Nur Khofifah
; Devita Sari
; Naila Nataswa Juniar
; Ahmad Noor Alfinuha Shidiqqi Al Dafian
; Halimah, Nor
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Perkembangan sistem informasi seiring dengan kemajuan teknologi informasi yang signifikan, berperan dalam penyimpanan, pengelolaan, dan pendistribusian informasi. Salah satu contohnya adalah dalam pengelolaan data instalasi kabel serat optik. Dinas Komunikasi dan Informatika Bangkalan, sebagai instansi pemerintah, menghadapi tantangan dalam pencatatan data serat optik yang masih dilakukan secara konvensional menggunakan perangkat lunak Excel. Untuk mengatasi masalah ini, peneliti merancang d...
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Analisis Temporal Gerakan Kata BISINDO Menggunakan Landmark Tangan dan LSTM dengan Keluaran Suara Berbasis ESP32 Secara Real-time
I Gusti Agung Made Yoga Mahaputra
; I Gusti Agung Made Yoga Mahaputra
; Putri Alit Widyastuti Santiary
; I Ketut Swardika
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Indonesian Sign Language (BISINDO) serves as a primary communication medium for the deaf community; however, limited public understanding often creates barriers during daily interactions. This study aims to develop a real-time BISINDO word-level translation system using hand landmark extraction and temporal modeling with Long Short-Term Memory (LSTM). The system employs MediaPipe Hands to detect 21 hand landmarks per frame, which are then processed as sequential motion patterns to classify five...
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Solar Sonic Repeller : Inovasi Portabel Pengendali Hama Tikus Berbasis Energi Terbarukan
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
The problems in rice fields are complex and varied, depending on geographic location, rice variety, and growing season. Pests often cause serious economic losses. The Solar Sonic Repeller is an innovative portable pest control device designed to address pest problems by utilizing renewable energy, specifically solar energy. This product aims to offer an environmentally friendly and efficient solution. It works by emitting ultrasonic sound waves with a frequency of 30,000–40,000 Hz. The device's...
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