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Maria Alon Kutsaya

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Book Open access Sep 2026

Lumi: An LLM-Grounded System for Safety-Aware POI Recommendations

Point-of-interest (POI) recommender systems typically optimize for accurate next-POI prediction, while personal safety considerations remain implicit or absent. In this demonstration, we present Lumi, a safety-aware POI recommendation system that integrates city-specific contextual features into an LLM-based recommenda...

Maria Alon Kutsaya, Maria Naddaf, Ludovico Boratto et al. · 0 citations

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