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Abstract

Developing effective cognitive training tools for older adults, specifically addressing executive functions such as planning, is a challenging task. It is of paramount importance to ensure the implementation of engaging activities that must be tailored to the specific needs and expectations of older adults. Furthermore, it is essential to provide the appropriate level of complexity for the planning task. A human-centred approach was used to address the issues identified in the design of the tool. Two pilot studies were conducted with older adults to fine-tune the training task and optimize its suitability for them. This also led to an enhancement of the underlying planning engine, transitioning from a simple fast-forward planner (PDDL4J) to an advanced heuristic search planner (ENHSP). The results show that user studies enabled the development of a cognitive training system that gradually increased the proposed difficulty levels of the planning task while maintaining usability and satisfaction among older adults. This highlights the importance of conducting user studies when implementing cognitive training tools for older adults.

Details

1009240
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Title
Fine Tuning of an Advanced Planner for Cognitive Training of Older Adults
Author
Gaspari, Mauro 1   VIAFID ORCID Logo  ; Mioni, Giovanna 2   VIAFID ORCID Logo  ; Signorello, Dario 2 ; Stablum, Franca 3   VIAFID ORCID Logo  ; Zuppiroli, Sara 4 

 Department of Computer Science and Engineering, University of Bologna, 40126 Bologna, Italy; [email protected] 
 Department of General Psychology, University of Padova, 35131 Padova, Italy; [email protected] (G.M.); [email protected] (D.S.); [email protected] (F.S.) 
 Department of General Psychology, University of Padova, 35131 Padova, Italy; [email protected] (G.M.); [email protected] (D.S.); [email protected] (F.S.); Human Inspired Technology Research Centre, University of Padova, 35121 Padova, Italy 
 Department of Computer Science and Engineering, University of Bologna, 40126 Bologna, Italy; [email protected]; CNR—Institute of Cognitive Sciences and Technologies, 40121 Bologna, Italy 
Volume
15
Issue
1
First page
4
Publication year
2025
Publication date
2025
Publisher
MDPI AG
Place of publication
Basel
Country of publication
Switzerland
Publication subject
ISSN
21748144
e-ISSN
22549625
Source type
Scholarly Journal
Language of publication
English
Document type
Journal Article
Publication history
 
 
Online publication date
2025-01-07
Milestone dates
2024-12-13 (Received); 2024-12-27 (Accepted)
Publication history
 
 
   First posting date
07 Jan 2025
ProQuest document ID
3159436756
Document URL
https://www.proquest.com/scholarly-journals/fine-tuning-advanced-planner-cognitive-training/docview/3159436756/se-2?accountid=208611
Copyright
© 2025 by the authors. Published by MDPI on behalf of the University Association of Education and Psychology. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Last updated
2025-01-24
Database
ProQuest One Academic