Automatic Detection of Social Isolation Based on Human Behavior Analysis
Título del documento: Automatic Detection of Social Isolation Based on Human Behavior Analysis
Revista: Computación y sistemas
Base de datos:
Número de sistema: 000560562
ISSN: 1405-5546
Autores: 1
2
1
3
1
Instituciones: 1Tecnológico Nacional de México, Ciudad de México. México
2Instituto Tecnológico y de Estudios Superiores de Monterrey, Ciudad de México. México
3Tecnológico Nacional de México, Chilpancingo. México
Año:
Periodo: Oct-Dic
Volumen: 24
Número: 4
Paginación: 1527-1538
País: México
Idioma: Inglés
Tipo de documento: Artículo
Resumen en inglés Social isolation is a problem that is accentuated in the stage of old age. This condition puts the physical and mental integrity of older adults at risk. This paper presents a predictive model for the automatic detection of social isolation in older adults. The predictive model was implemented in a mobile application that monitors communication and mobility activities performed by an older adult. The mobile application was also generated for a caregiver who is responsible for receiving notifications about the specific level of social isolation of the older adult. The predictive model was evaluated using an experimental group of older adults.
Disciplinas: Ciencias de la computación
Palabras clave: Procesamiento de datos
Keyword: Older adult,
Social isolation,
Predictive model,
Mobile application,
Data processing
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