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Communication Dans Un Congrès Année : 2023

A recommendation system for personalized daily life services to promote frailty prevention

Ghassen Frikha
Xavier Lorca
Hervé Pingaud
Christophe Bortolaso

Résumé

Frailty is a clinical syndrome that commonly occurs in older adults and characterizes an intermediate state between robust health and the loss of autonomy. As such, it is crucial to identify and evaluate frailty to preserve the abilities of older adults and reduce the loss of their functional capabilities. This paper proposes a personalized service recommendation framework designed, to assist senior citizens in selecting appropriate services, to prevent frailty and improve autonomy. This framework is based on a multidimensional evaluation of the elderly person, considering both user’s status information and service-related data. It defines a four steps recommendation process, including personal characteristics identification, needs identification, service types identifi- cation, and service identification. To support this, both knowledge-based and rule-based approaches are defined and employed to generate personalized recommendations that align with the individual’s specific needs. The effectiveness of the proposal is evaluated using different representative scenarios, of which an example is described in detail that demonstrates the developed recommendation process, algorithms and relevant rules.
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Dates et versions

hal-04250918 , version 1 (22-12-2023)

Identifiants

Citer

Ghassen Frikha, Xavier Lorca, Hervé Pingaud, Adel Taweel, Christophe Bortolaso, et al.. A recommendation system for personalized daily life services to promote frailty prevention. ADBIS 2023 - 27th European Conference on Advances in Databases and Information Systems, Sep 2023, Barcelone, Spain. pp.563-574, ⟨10.1007/978-3-031-42941-5_49⟩. ⟨hal-04250918⟩
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