Federica Lucia Vinella
Papers
1
Total Citations
2
H-Index
1
About
Federica Lucia Vinella is a researcher at the intersection of social robotics, knowledge representation, and child welfare. Her work focuses on designing intelligent systems that can provide emotional support to vulnerable children, including those facing mental health challenges, family issues, learning disabilities, and autism. Her most cited paper, "Symbiotic Child Emotional Support with Social Robots and Temporal Knowledge Graphs" (2022), introduces a novel framework that integrates social robots with temporal knowledge graphs to enable context-aware, adaptive interactions in youth-care settings. This contribution is pioneering in its attempt to give robots a memory of past interactions, allowing them to build continuity and trust with children over time. While her citation count is still growing, her work has been recognized for its potential to transform one-to-one support in schools and hospitals. Vinella’s research is notable for bridging technical AI advances with real-world, compassionate applications, offering a glimpse into how robots can become empathetic partners in child development and mental health care.
Research Focus
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Top Papers
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