An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline

P. Cabrera-Tigre; V. Villa-Matute; E. Lema-Condo; K. Parra-Luzuriaga; Y. Robles-Bykbaev; V. Robles-Bykbaev; P. Leon-Gomez; C. Tapia-Rivera

doi:10.1109/EDUNINE48860.2020.9149507

An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline

P. Cabrera-Tigre
, V. Villa-Matute
, E. Lema-Condo
, K. Parra-Luzuriaga
, Y. Robles-Bykbaev
, V. Robles-Bykbaev
, P. Leon-Gomez
, C. Tapia-Rivera

Grupo de Investigación de Inteligencia Artificial y Tecnologías de Asistencia (GI-IATA)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

5 Citas (Scopus)

Resumen

The latest estimates of the World Health Organization (WHO) point out that between 2015 and 2050, the proportion of the world's population over 60 years will increase from 12% to 22%. Likewise, by 2050, around 80% of senior citizens will be living in low- and middle-income countries. They tend to suffer from several disorders such as hearing loss, cataracts, refractive errors, back and neck pain and osteoarthritis, chronic obstructive pulmonary disease, diabetes, depression, and dementia. Cognitive decline is one of the most complex conditions that a senior citizen can face. For this reason, this paper proposes an interactive system that delivers collaborative playful activities to senior citizens through Personal Area Networks and serious games. In the same way, the proposal incorporates electronics kits to stimulate visuomotor coordination, spatial reasoning, and visual perception. The proposal was tested on 30 senior citizens with promising results.

Idioma original	Inglés
Título de la publicación alojada	EDUNINE 2020 - 4th IEEE World Engineering Education Conference
Subtítulo de la publicación alojada	The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings
Editores	Claudio da Rocha da Rocha Brito, Melary M. Ciampi
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728166384
ISBN (versión impresa)	9781728166384
DOI	https://doi.org/10.1109/EDUNINE48860.2020.9149507
Estado	Publicada - mar. 2020
Evento	4th IEEE World Engineering Education Conference, EDUNINE 2020 - Bogota, Colombia Duración: 15 mar. 2020 → 18 mar. 2020

Serie de la publicación

Nombre	EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings

Conferencia

Conferencia	4th IEEE World Engineering Education Conference, EDUNINE 2020
País/Territorio	Colombia
Ciudad	Bogota
Período	15/03/20 → 18/03/20

Nota bibliográfica

Funding Information:
This work was funded by the Cátedra UNESCO Tecnologías de Apoyo para la Inclusión Educativa and the research project “Sistemas Inteligentes de Soporte a la Educación Especial (SINSAE v5)” of the Universidad Politécnica Salesiana.

Publisher Copyright:
© 2020 IEEE.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 3: Salud y bienestar

Areas de Conocimiento del CACES

316A Desarrollo y análisis de software y aplicaciones

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10.1109/EDUNINE48860.2020.9149507

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Cabrera-Tigre, P., Villa-Matute, V., Lema-Condo, E., Parra-Luzuriaga, K., Robles-Bykbaev, Y., Robles-Bykbaev, V., Leon-Gomez, P., & Tapia-Rivera, C. (2020). An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline. En C. D. R. da Rocha Brito, & M. M. Ciampi (Eds.), EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings Artículo 9149507 (EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EDUNINE48860.2020.9149507

Cabrera-Tigre, P. ; Villa-Matute, V. ; Lema-Condo, E. et al. / An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline. EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings. editor / Claudio da Rocha da Rocha Brito ; Melary M. Ciampi. Institute of Electrical and Electronics Engineers Inc., 2020. (EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings).

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title = "An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline",

abstract = "The latest estimates of the World Health Organization (WHO) point out that between 2015 and 2050, the proportion of the world's population over 60 years will increase from 12\% to 22\%. Likewise, by 2050, around 80\% of senior citizens will be living in low- and middle-income countries. They tend to suffer from several disorders such as hearing loss, cataracts, refractive errors, back and neck pain and osteoarthritis, chronic obstructive pulmonary disease, diabetes, depression, and dementia. Cognitive decline is one of the most complex conditions that a senior citizen can face. For this reason, this paper proposes an interactive system that delivers collaborative playful activities to senior citizens through Personal Area Networks and serious games. In the same way, the proposal incorporates electronics kits to stimulate visuomotor coordination, spatial reasoning, and visual perception. The proposal was tested on 30 senior citizens with promising results.",

keywords = "Cognitive decline, Data mining, Rehabilitation activities, Senior citizen, Serious games",

author = "P. Cabrera-Tigre and V. Villa-Matute and E. Lema-Condo and K. Parra-Luzuriaga and Y. Robles-Bykbaev and V. Robles-Bykbaev and P. Leon-Gomez and C. Tapia-Rivera",

note = "Funding Information: This work was funded by the C{\'a}tedra UNESCO Tecnolog{\'i}as de Apoyo para la Inclusi{\'o}n Educativa and the research project “Sistemas Inteligentes de Soporte a la Educaci{\'o}n Especial (SINSAE v5)” of the Universidad Polit{\'e}cnica Salesiana. Publisher Copyright: {\textcopyright} 2020 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 4th IEEE World Engineering Education Conference, EDUNINE 2020 ; Conference date: 15-03-2020 Through 18-03-2020",

year = "2020",

month = mar,

doi = "10.1109/EDUNINE48860.2020.9149507",

language = "English",

isbn = "9781728166384",

series = "EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "\{da Rocha Brito\}, \{Claudio da Rocha\} and Ciampi, \{Melary M.\}",

booktitle = "EDUNINE 2020 - 4th IEEE World Engineering Education Conference",

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}

Cabrera-Tigre, P, Villa-Matute, V, Lema-Condo, E, Parra-Luzuriaga, K, Robles-Bykbaev, Y , Robles-Bykbaev, V, Leon-Gomez, P & Tapia-Rivera, C 2020, An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline. En CDR da Rocha Brito & MM Ciampi (eds.), EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings., 9149507, EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings, Institute of Electrical and Electronics Engineers Inc., 4th IEEE World Engineering Education Conference, EDUNINE 2020, Bogota, Colombia, 15/03/20. https://doi.org/10.1109/EDUNINE48860.2020.9149507

An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline. / Cabrera-Tigre, P.; Villa-Matute, V.; Lema-Condo, E. et al.
EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings. ed. / Claudio da Rocha da Rocha Brito; Melary M. Ciampi. Institute of Electrical and Electronics Engineers Inc., 2020. 9149507 (EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline

AU - Cabrera-Tigre, P.

AU - Villa-Matute, V.

AU - Lema-Condo, E.

AU - Parra-Luzuriaga, K.

AU - Robles-Bykbaev, Y.

AU - Robles-Bykbaev, V.

AU - Leon-Gomez, P.

AU - Tapia-Rivera, C.

N1 - Funding Information: This work was funded by the Cátedra UNESCO Tecnologías de Apoyo para la Inclusión Educativa and the research project “Sistemas Inteligentes de Soporte a la Educación Especial (SINSAE v5)” of the Universidad Politécnica Salesiana. Publisher Copyright: © 2020 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.

PY - 2020/3

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N2 - The latest estimates of the World Health Organization (WHO) point out that between 2015 and 2050, the proportion of the world's population over 60 years will increase from 12% to 22%. Likewise, by 2050, around 80% of senior citizens will be living in low- and middle-income countries. They tend to suffer from several disorders such as hearing loss, cataracts, refractive errors, back and neck pain and osteoarthritis, chronic obstructive pulmonary disease, diabetes, depression, and dementia. Cognitive decline is one of the most complex conditions that a senior citizen can face. For this reason, this paper proposes an interactive system that delivers collaborative playful activities to senior citizens through Personal Area Networks and serious games. In the same way, the proposal incorporates electronics kits to stimulate visuomotor coordination, spatial reasoning, and visual perception. The proposal was tested on 30 senior citizens with promising results.

AB - The latest estimates of the World Health Organization (WHO) point out that between 2015 and 2050, the proportion of the world's population over 60 years will increase from 12% to 22%. Likewise, by 2050, around 80% of senior citizens will be living in low- and middle-income countries. They tend to suffer from several disorders such as hearing loss, cataracts, refractive errors, back and neck pain and osteoarthritis, chronic obstructive pulmonary disease, diabetes, depression, and dementia. Cognitive decline is one of the most complex conditions that a senior citizen can face. For this reason, this paper proposes an interactive system that delivers collaborative playful activities to senior citizens through Personal Area Networks and serious games. In the same way, the proposal incorporates electronics kits to stimulate visuomotor coordination, spatial reasoning, and visual perception. The proposal was tested on 30 senior citizens with promising results.

KW - Cognitive decline

KW - Data mining

KW - Rehabilitation activities

KW - Senior citizen

KW - Serious games

UR - https://www.scopus.com/pages/publications/85091080199

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DO - 10.1109/EDUNINE48860.2020.9149507

M3 - Conference contribution

AN - SCOPUS:85091080199

SN - 9781728166384

T3 - EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings

BT - EDUNINE 2020 - 4th IEEE World Engineering Education Conference

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PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Cabrera-Tigre P, Villa-Matute V, Lema-Condo E, Parra-Luzuriaga K, Robles-Bykbaev Y , Robles-Bykbaev V et al. An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline. En da Rocha Brito CDR, Ciampi MM, editores, EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9149507. (EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings). doi: 10.1109/EDUNINE48860.2020.9149507

An interactive system based on personal area networks, serious games and data mining to provide rehabilitation activities for older adults with cognitive decline

Resumen

Serie de la publicación

Conferencia

Nota bibliográfica

ODS de las Naciones Unidas

Areas de Conocimiento del CACES

Acceder al documento

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