The OLIVE (Online Learning and Interactive Vocational Education) project proposes a novel interdisciplinary framework to address the fragmentation and opacity of competency-based educational systems. It introduces a visuo-cognitive approach to academic guidance using the metro map metaphor. Drawing on research in cognitive metaphor theory (Lakoff and Johnson, 2003), educational semiotics (Sander, 2024), and visual knowledge representation (Burkhard, 2004; Shahaf et al. 2012; Wallinger, 2020), OLIVE leverages AI, UX/UI design, and semantic web technologies to develop a dynamic, navigable model of educational pathways. The project’s ambition is to enhance the accessibility, modularity, and personalization of academic trajectories across French and Brazilian educational ecosystems. This paper presents the project’s theoretical foundations, methodological structure, and expected impacts. It also explores OLIVE’s ambition to foster the creation of a double-degree program based on the master’s curriculum Management et Valorization de l’Information Numérique – MAVINUM at Université Paul-Valéry Montpellier 3, which specializes in data, knowledge, and digital information professions should summarize the contents of the paper in short terms, i.e. 150–250 words © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.
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