Development of a property rental website using react framework with content-based and collaborative filtering recommendation technique

Chan, Zi Bin (2025) Development of a property rental website using react framework with content-based and collaborative filtering recommendation technique. Final Year Project, UTAR.

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Abstract

The rapid digitalization of the property rental market has highlighted significant limitations in existing platforms, particularly in their ability to provide personalized property recommendations and streamline the rental search process. This project proposes the development of a modern property rental website that implements a hybrid recommendation system combining content-based and collaborative filtering techniques. The platform aims to address the limitations by providing personalized property suggestions based on user preferences, behavior patterns, and property attributes. This project is built using Next.js, the backend infrastructure utilizes Supabase for database management and storage solutions. The hybrid recommender system analyzes both property attributes and user interaction data to generate relevant recommendations, improving the property discovery process for potential tenants. The project's preliminary implementation has established core functionalities, while future development will focus on implementing the recommendation engine and administrative features.

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