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