000			02602nam a22002417a 4500
003			ft8793
005			20251112105523.0
008			251112b ||||| |||| 00| 0 eng d
041			_aengtag
050			_aT57.6 L37 2025
082			_a.
100	1		_a Lara, Princess G.; Raymundo, Renz Cyril V.
245			_aEnhancing community project effectiveness: A real-time monitoring and evaluation framework with rule-based algorithms, advanced encryption standard, and content-based filtering
264		1	_a. _b. _cc2025
300			_bCapstone Project: (Bachelor of Science in Information Technology) - Pamantasan ng Lungsod ng Maynila, 2025
336			_2text _atext _btext
337			_2unmediated _aunmediated _bunmediated
338			_2volume _avolume _bvolume
505			_aABSTRACT: This study addresses inefficiencies in the City Planning and Development Office’s manual processes for monitoring and evaluating project proposals from 80 barangays. These processes are time-consuming, error-prone, and delay decision-making. To address these issues, this study proposes an ICT-based system to automate real-time monitoring, evaluation, and communication, improving transparency, accountability, and efficiency. The system employs a Rule-Based algorithm to assess project performance, identify issues, and suggest corrective actions. Advanced Encryption Standard (AES) enhances data security, protecting sensitive project information. Additionally, Content Based Filtering analyzes past proposals and trends to recommend projects that align with community needs, aiding barangay officials in informed decision-making. Key features include automated proposal consolidation, real-time project tracking, report generation, and suggestions for resolving implementation issues. It also integrates a secure messaging platform for efficient communication between barangay officials and the City Planning and Development Office. This improves coordination and streamlines formerly paper-based workflows. Aligned with Sustainable Development Goals (SDGs) for innovation, sustainable cities, and responsible consumption, the system provides a scalable and secure solution to enhance local governance. Agile methodology ensures continuous improvement. By automating submission, tracking, and evaluation, the system reduces inefficiencies and enhances resource allocation and project management within the City Planning and Development Office. It aims to transform traditional practices, fostering more sustainable and effective governance
526			_aF
655			_aacademic writing
942			_2lcc _cMS
999			_c37076 _d37076