Recommandation media sur Personal Data Store / Media Recommendation on Personal Data Store

Datavillage explorait des cas d'usage concrets autour des Personal Data Stores afin de redonner aux utilisateurs le controle de leurs donnees. L'objectif etait de demontrer comment des applications utiles pouvaient etre construites au-dessus de ces concepts, sans se limiter a la couche technique du PDS lui-meme, et de montrer l'interet concret d'un ecosysteme de donnees decentralisees.

Datavillage is a "ME2B" personal data company focused on building a consumer-centric data ecosystem. Leveraging Personal Data Stores (PDS) and concepts like SOLID, they develop applications and use cases, rather than the core PDS technology itself. Their aim is to demonstrate the practical application of these technologies, creating real-world solutions that empower individuals with control over their data. They also develop a SaaS platform empowering companies to quickly make use of these concepts and data stored in user PDS.

Deeper Analytics a aide Datavillage a montrer le potentiel concret de la data science dans un environnement decentralise. Nous avons construit une preuve de concept de recommandation de contenus, notamment pour Auvio.be, en exploitant des donnees issues de sources comme Spotify ou Facebook malgre les contraintes propres aux PDS. Nous avons combine graphes de connaissances et algorithmes sur mesure pour produire des recommandations personnalisees tout en respectant les exigences de confidentialite et de souverainete des donnees utilisateur.

Deeper Analytics enabled Datavillage to showcase the practical potential of decentralized data. We developed proof-of-concept data science algorithms, including a recommendation engine for Auvio.be content. This engine, overcoming PDS constraints, integrated Spotify and Facebook user data, moving beyond traditional algorithms. We employed knowledge graphs and custom solutions to deliver personalized recommendations while respecting user data privacy, demonstrating the feasibility of data science within a decentralized ecosystem.