Social Media Mining for Human Robot Interaction
The main objective of SMM4HRI is to improve the interaction capabilities of social robots using information shared in online social networks.
Fruitful and rich dialogues
Natural interaction
User personalization
Conversational patterns
Generative models
Frequent updates
Most Relevant Publications
Onorati, T., Castro-González, Á., del Valle, J. C., Díaz, P., & Castillo, J. C. (2023). Creating personalized verbal human-robot interactions using llm with the robot mini. In International Conference on Ubiquitous Computing and Ambient Intelligence (pp. 148-159). Cham: Springer Nature Switzerland.
Onorati, T., Castro-González, Á., Díaz, P., & Fernández-Rodicio, E. (2023). A Methodology for Personalized Dialogues Between Social Robots and Users Based on Social Media. In International Conference on Human-Computer Interaction (pp. 273-284). Cham: Springer Nature Switzerland.
Sevilla-Salcedo, J., Fernádez-Rodicio, E., Martín-Galván, L., Castro-González, Á., Castillo, J. C., & Salichs, M. A. (2023). Using Large Language Models to Shape Social Robots’ Speech.
Fernández Rodicio, E., Dondrup, C., Sevilla Salcedo, J., Castro-González, Á., Malfaz, M., & Salichs, M. Á. (2023). Predicción de gestos no-verbales usando aprendizaje profundo. In XLIV Jornadas de Automática (pp. 587-592). Universidade da Coruña. Servizo de Publicacións.
Sevilla-Salcedo, J., Fernández-Rodicio, E., Castillo, J. C., Castro-González, Á., & Salichs, M. A. (2023). GERT: Transformers for Co-speech Gesture Prediction in Social Robots. In International Conference on Social Robotics (pp. 80-93). Singapore: Springer Nature Singapore.
Fernández Rodicio, E., Dondrup, C., Sevilla Salcedo, J., Castro-González, Á., Malfaz, M., & Salichs, M. Á. (2023). Predicción de gestos no-verbales usando aprendizaje profundo. In XLIV Jornadas de Automática (pp. 587-592). Universidade da Coruña. Servizo de Publicacións.
Castro-González, Á., Onorati, T., Morales Sánchez, R., & Salichs, M. Á. (2022). Uso de minería de redes sociales para mejorar la interacción con un robot social, una propuesta. In XLIII Jornadas de Automátic (pp. 654-661). Universidade da Coruña. Servizo de Publicacións.
Reserach Team
Teresa Onorati, Principal Investigator
Álvaro Castro González, Principal Investigator
José Carlos Castillo Montoya
Paloma Díaz Pérez
María Malfaz Vázquez
Miguel Ángel Salichs Sánchez-Caballero
Telmo Zarraonandia Ayo
This work has been supported by the Madrid Government (Comunidad de Madrid-Spain) under the Multiannual Agreement with UC3M (“Fostering Young Doctors Research”, SMM4HRI-CM-UC3M), and in the context of the V PRICIT (Research and Technological Innovation Regional Programme).