Browsing by Author "Castro, Ivo Loureiro"
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- Enhancing health and fitness: a hybrid recommender systemPublication . Castro, Ivo Loureiro; Martins, António Constantino LopesThis master’s thesis details the development of a recommender system integrated into a health application, aimed at enhancing of enhancing physical activity. This study’s main objective is to analyse, design and implement a framework for a hybrid recommender system framework that provides personalized health recommendations to individual users. Following an ethical data management and prioritizing user privacy, this study aims to bring clarity to the complexities of personal health data usage, exemplifying a model for secure and user-centric application development. This research aims to offer insights into key features of an effective health recommender system, by evaluating the system’s impact on user behaviour and health outcomes and demonstrating how it can influence user engagement. Contributing to the broader understanding of digital health innovations and the potential of personalized health recommendations.