|  | Vol-3108 urn:nbn:de:0074-3108-7 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# AIxAS 2021
Artificial Intelligence for an Ageing Society

### Proceedings of the Italian Workshop on Artificial Intelligence for an Ageing Society 2021
co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021)

### Milan, Italy (online), November 29th, 2021.

Edited by

### Filippo Palumbo*
Francesca Gasparini**
Francesca Fracasso***

* CNR - Consiglio Nazionale delle Ricerche -- Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo", Area della Ricerca CNR di Pisa, Via G. Moruzzi 1, 56124 Pisa, Italy
** University of Milan-Bicocca - Department of Informatics, Systems and Communication, Viale Sarca 336, 20216 Milano, Italy
*** CNR - Consiglio Nazionale delle Ricerche -- Istituto di Scienze e Tecnologie della Cognizione, Via San Martino della Battaglia 44, 00185 Roma, Italy

## Table of Contents

- Preface
  Summary: There were 8 papers submitted for peer-review to this workshop. Out of these, 8 papers were accepted for this volume, 7 as regular papers and 1 as short paper.

### Invited Talk

- Deploying AI for Healthcare & Active Ageing Experiences. Lessons Learned and Open Challenges
  Gabriella Cortellessa

### Papers

- Population Age Classification Based on Subject's Physiological Responses 4-15
  Francesca Gasparini, Alessandra Grossi, Stefania Bandini
- Mood Evaluation by Remote-PPG and Facial Expression Recognition 16-25
  Andrea Manni, Andrea Caroppo, Pietro Siciliano, Alessandro Leone
- Novel EEG-based BCIs for Elderly Rehabilitation Enhancement 26-40
  Aurora Saibene, Francesca Gasparini, Jordi Solé-Casals
- Dialog Management for a Social Assistive Robot in the Domain of Elderly Care 41-51
  Berardina De Carolis, Giampaolo Flace, Nicola Macchiarulo, Giovanni Melone, Angela La Forgia
- Automated Planning to Support Physical Rehabilitation 52-69
  Alessandro Umbrico, Roberta Bevilacqua, Marco Benadduci, Amedeo Cesta, Francesca Fracasso, Alessandro Leone, Elvira Maranesi, Mauro Marzorati, Andrea Orlandini, Giovanna Rizzo, Gabriella Cortellessa
- Kinect-based Solution for the Home Monitoring of Gait and Balance in Elderly People with and without Neurological Diseases 70-80
  Gianluca Amprimo, Giuseppe Pettiti, Lorenzo Priano, Alessandro Mauro, Claudia Ferraris
- Affectivity and Proxemic Distances: an Experimental Agent-based Modeling Approach 81-92
  Francesca Gasparini, Marta Giltri, Daniela Briola, Alberto Dennunzio, Stefania Bandini

2022-03-16: submitted by Filippo Palumbo, metadata incl. bibliographic data published under Creative Commons CC0
2022-03-17: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|