A decision support system to propose coaching plans for seniors

Subias-Beltran, Paula (eHealth Unit, Eurecat, Centre Tecnologic de Catalunya, Barcelona, Spain) ; Orte, Silvia (eHealth Unit, Eurecat, Centre Tecnologic de Catalunya, Barcelona, Spain) ; Vargiu, Eloisa (eHealth Unit, Eurecat, Centre Tecnologic de Catalunya, Barcelona, Spain) ; Palumbo, Filippo (Institute of Information Science and Technologies. National Research Council. Pisa, Italy) ; Angelini, Leonardo (School of Management Fribourg, HES-SO // University of Applied Sciences Western Switzerland) ; Abou Khaled, Omar (School of Management Fribourg, HES-SO // University of Applied Sciences Western Switzerland) ; Mugellini, Elena (School of Management Fribourg, HES-SO // University of Applied Sciences Western Switzerland) ; Caon, Maurizio (School of Management Fribourg, HES-SO // University of Applied Sciences Western Switzerland)

This paper presents the decision support system that has been defined and developed under the umbrella of the NESTORE project. The main goal of the proposed system is to help users in selecting coaching plans by proposing personalised recommendations based on their behaviours and preferences. Recognising such behaviours and their evolution over time is therefore a crucial element for tailoring the interaction of the system with the user. A three-layer system composed of pathways, coaching activity plans, and coaching events, constitutes the so-called coaching timeline on which the analysis is grounded. Various techniques are used to model and personalise the recommendations and feedback. Firstly, the indicators are extracted from disparate data sources, then these are modelled through a profiling system and, finally, recommendations on the pathways and coaching plans are performed through a scoring and a tagging system.


Keywords:
Conference Type:
short paper
Faculty:
Economie et Services
School:
HEG-FR
Institute:
Aucun institut
Subject(s):
Economie/gestion
Publisher:
Cordoba, Spain, 4-7 June 2019
Date:
2019-06
Cordoba, Spain
4-7 June 2019
Pagination:
Pp. 592-595
Published in:
Proceedings of the 32nd IEEE CBMS International Symposium on Computer-Based Medical Systems
Appears in Collection:

Note: The status of this file is: restricted


 Record created 2019-09-12, last modified 2019-09-17

Fulltext:
Download fulltext
PDF

Rate this document:

Rate this document:
1
2
3
 
(Not yet reviewed)