Browse Items (26 total)
- Collection: Vol. 7 No. 2 (2025)
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Comparative Study of Genetic Algorithm for Solving Teacher Placement Problem
Teacher placement is a combinatorial optimization problem in educational management that requires simultaneously satisfying teacher qualifications, school requirements, geographical constraints, and personal preferences.…
Analysis of Household Electricity Consumption Segmentation using K-means Clustering
This research focuses on predicting household electricity usage by applying K-Means Clustering segmentation in support of energy-saving strategies. In this study, we gather historical monthly electricity consumption data over three…
Innovation of Digital Marital Education using WaterfallApproach
Marital education, traditionally delivered through in-person workshops or counseling sessions, faces challenges related to accessibility, engagement, and customization. This paper explores the innovation of digital marital education by …
Comparison of Drone and Helicopter Image Classification Accuracy Using Naïve Bayes Based on Mean Red-Green-Blue (RGB) Values and First-Order Statistics
The increasing use of Unmanned Aerial Vehicles (UAVs) such as drones and helicopters across various sectors presents a challenge in distinguishing between them due to their similar appearances in aerial imagery. This similarity…
DDoS Attack Detection and Mitigation with Dynamic Firewall Technique
Distributed Denial of Service (DDoS) attacks pose significant challenges to network availability and reliability, particularly in dynamic and large-scale environments. This study proposes a dynamic firewall technique implemented via the…
AutoMedic: Framework of Automatic Pill Dispenser System with Human Centered Design Method
Medication non-adherence is a serious problem in Indonesia, with low adherence rates reaching 41.5% in hypertension patients and 78.1% in type 2 diabetes mellitus patients, due to memory loss, complexity of medication…
Integrating Causal Analysis with Machine Learning for Meteorological-Based Energy Consumption Forecasting: A Multi-Method Approach
In the era of climate-aware infrastructure planning, accurate and interpretable energy consumption forecasting is a critical need for policymakers and utility providers. Traditional forecasting models often struggle to capture non-linear and dynamic…
Leveraging Energy Efficiency of SmartRoom using Blink System
This research presents the prototypeof an IoT-based automatic room temperature control system to improve energy efficiency within an office. The designed smart room system uses a NodeMCU ESP8266 microcontroller, a DHT22 sensor for …
Enhancing Selection Effectiveness of KIP Fund Recipients Using SAW Method
The selection process for recipients of the Indonesia Smart Card (KIP) fund at Nusantara PGRI University had been conducted manuallyandinefficiently. Thus, this paper focuseson developinga model thatcan effectivelyselectpotential …
Building an Effective Quran Learning Systemwith Prototyping Model
This study presents the development of an Android-based Qur’anic learning application using the Sahlun method, which combines the theoretical structure of the Ummi method with the oral articulation practices of Riyadhatul Lisan.…