About the Authors

Gianmaria Mancioppi

Roles Conceptualization, Formal analysis, Methodology, Writing – original draft

gianmaria.mancioppi@unifi.it

Affiliation The Department of Industrial Engineering, University of Florence, Florence, Italy

Erika Rovini

Roles Data curation, Formal analysis, Project administration, Supervision, Writing – review & editing

Affiliations The Department of Industrial Engineering, University of Florence, Florence, Italy, The BioRobotics Institute, Scuola Superiore Sant’Anna, Pontedera, Pisa, Italy

Laura Fiorini

Roles Methodology, Supervision, Writing – review & editing

Affiliations The Department of Industrial Engineering, University of Florence, Florence, Italy, The BioRobotics Institute, Scuola Superiore Sant’Anna, Pontedera, Pisa, Italy

Radia Zeghari

Roles Investigation, Writing – review & editing

Affiliations The CoBTeK, Université Côte d’Azur (UCA), Nice, France, Nice University Hospital, Public Health Department, Côte d’Azur University, Nice, France

Auriane Gros

Roles Project administration, Writing – review & editing

Affiliations The CoBTeK, Université Côte d’Azur (UCA), Nice, France, Association Innovation Alzheimer, Nice, France, Department of Speech Therapy (Departement d’Orthophonie, DON), Université Côte d’Azur, Nice, France, Centre Hospitalier Universitaire de Nice, Service Clinique Gériatrique du Cerveau et du Mouvement, Centre Mémoire Ressources et Recherche, Université Côte d’Azur, Nice, France

Valeria Manera

Roles Investigation, Supervision, Writing – review & editing

Affiliations The CoBTeK, Université Côte d’Azur (UCA), Nice, France, Association Innovation Alzheimer, Nice, France, Department of Speech Therapy (Departement d’Orthophonie, DON), Université Côte d’Azur, Nice, France

Philippe Robert

Roles Supervision, Writing – review & editing

Affiliations The CoBTeK, Université Côte d’Azur (UCA), Nice, France, Association Innovation Alzheimer, Nice, France, Centre Hospitalier Universitaire de Nice, Service Clinique Gériatrique du Cerveau et du Mouvement, Centre Mémoire Ressources et Recherche, Université Côte d’Azur, Nice, France

Filippo Cavallo

Roles Conceptualization, Supervision, Writing – review & editing

Affiliations The Department of Industrial Engineering, University of Florence, Florence, Italy, The BioRobotics Institute, Scuola Superiore Sant’Anna, Pontedera, Pisa, Italy

Competing Interests

The authors have declared that no competing interests exist.