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Volume 1, Issue 20260001 · 2026 · Social Science
Smart Waste Segregation Monitoring System Using Computer Vision for Community Waste Management
Juan Cruz
Proper waste segregation is an important part of effective solid waste management, but manual monitoring can be time-consuming and inconsistent. This study presents the development of a web-based smart waste segregation monitoring system that uses computer vision to assist in identifying and classifying common types of waste. The system allows users to upload or capture images of waste materials, which are analyzed and categorized into appropriate waste classifications such as biodegradable, recyclable, residual, and special waste. The system also provides monitoring and reporting features that allow administrators to track classification records and generate summarized reports. The proposed system was developed using an iterative software development methodology and evaluated based on functionality, usability, accuracy, performance efficiency, and reliability. The system aims to support communities and organizations in improving waste segregation practices through an accessible and technology-assisted monitoring platform.
Volume 1, Issue 20260001 · 2026 · Social Science
A Web-Based Platform for Community-Based Disaster Preparedness and Emergency Resource Coordination
Juan Cruz
This study presents the development of a web-based platform designed to improve community disaster preparedness and emergency resource coordination. The system provides features for recording household information, identifying available community resources, managing evacuation information, reporting emergency incidents, and coordinating available resources during disaster situations. It also provides administrators with dashboards and reports for monitoring preparedness activities and resource availability. The system was developed using an iterative software development methodology and evaluated according to functionality, usability, reliability, performance efficiency, and security. The proposed platform aims to provide communities with a centralized information system that can support preparedness planning and improve the coordination of resources during emergency situations.