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- Implementing Profile DynamicsPublication . Varela, Katherin Fátima de Ponte; Fermé, Eduardo; Freitas, Diogo NunoAs technology continues to evolve, the abundance of information available to users has significantly expanded. This growth has paralleled an increasing need to tailor user inter actions and sift through irrelevant data. User Profiles, typically defined as compilations of pertinent attributes about users and their interests, are integral to the process of personaliza tion. This dissertation is a component of the broader KBAI Smart Ed (KBAI-SE) project and centers on the creation of a dynamic user profiling algorithm. This algorithm is designed to operate within three distinct use cases: project management, news recommendation, and tourism activity recommendation. Additionally, the dissertation will encompass an article that comprehensively covers the current state of the art in constructing and maintaining these profiles, referred to as User Modeling. This paper will have a primary focus on the ele ments requisite for establishing a dynamic process capable of adapting to the evolution of users over time, a phenomenon termed Profile Dynamics. Moreover, it will explore the di verse categories of systems in which User Profiles can be implemented to enable effective personalization.