AIxAS 2023
Artificial Intelligence for an Ageing Society 2023

Table of Contents

• Preface
  Summary: There were 11 papers submitted for peer-review to this workshop. Out of these, 10 papers were accepted for this volume, 8 as regular papers and 2 as short papers.

Invited Talks

• The potential for AI to the monitoring and support for caregivers: an urgent tech-social challenge 1-4
  Marco Albertini, Eva Bei

Regular papers

• Acceptability and clinical usefulness of a telemonitoring and telerehabilitation system in people with Parkinson’s Disease in different disease stages: preliminary findings from the RAPIDO study 5-17
  Antonia Antoniello, Antonio Sabatelli, Simone Valenti, Lucia Pepa, Luca Spalazzi, Elisa Andrenelli, Silvia Vada, Marianna Capecci, Michele Tinazzi, Gianmatteo Farabolini, Marialuisa Gandolfi, Giulia Bonardi, Maria Gabriella Ceravolo, Nicolò Baldini
• How artificial intelligence can support informal caregivers in their caring duties to elderly? A systematic review of the literature 18-39
  Frida Milella, Davide Donato Russo, Stefania Bandini
• Fatigue estimation through multimodal data retrieved from a commercial wearable device 40-52
  Andrea Caroppo, Anna Maria Carluccio, Gabriele Rescio, Andrea Manni, Alessandro Leone
• Enhancing upper limb mobility through gamified tasks and azure kinect: a preliminary study in post-stroke subjects 53-66
  Claudia Ferraris, Gianluca Amprimo, Luca Vismara, Alessandro Mauro, Giuseppe Pettiti
• Exploratory analysis of longitudinal data of patients with dementia through unsupervised techniques 67-87
  Patrizia Ribino, Claudia Di Napoli, Giovanni Paragliola, Luca Serino, Francesca Gasparini, Davide Chicco
• Privacy-preserving federated learning for in-home monitoring of elderly using wearable biometric sensors 88-97
  Mario Bochicchio, Sileshi Nibret Zeleke
• An artificial intelligence approach to predict mutidimensional poverty of older people from unlabelled data 98-112
  Lorenzo Olearo, Fabio D’Adda, Vincenzina Messina, Marco Cremaschi, Stefania Bandini, Francesca Gasparini
• A computational framework for speech emotion recognition in case of multisource data 113-126
  Alessandra Grossi, Giorgio Fratti, Francesca Gasparini

Short papers

• A holistic system for fostering active aging: the D3A project 127-135
  Antonella Cascitelli, Patrizia Gabrieli, Rocco Oliveto, Daniela Scognamiglio, Jonathan Simeone
• Biomarkers for mixed dementia: a hard bone to bite? Preliminary analyses and promising results for a debated topic 136-143
  Andrea Campagner, Lorenzo Famiglini, Beatrice Arosio, Paolo Rossi, Giorgio Annoni, Federico Cabitza