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

Artificial Intelligence and Assistive Technologies Research Group (GI-IATa)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

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.

Original language	English
Title of host publication	EDUNINE 2020 - 4th IEEE World Engineering Education Conference
Subtitle of host publication	The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings
Editors	Claudio da Rocha da Rocha Brito, Melary M. Ciampi
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728166384
DOIs	https://doi.org/10.1109/EDUNINE48860.2020.9149507
State	Published - Mar 2020
Event	4th IEEE World Engineering Education Conference, EDUNINE 2020 - Bogota, Colombia Duration: 15 Mar 2020 → 18 Mar 2020

Publication series

Name	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

Conference

Conference	4th IEEE World Engineering Education Conference, EDUNINE 2020
Country/Territory	Colombia
City	Bogota
Period	15/03/20 → 18/03/20

Bibliographical note

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.

Keywords

Cognitive decline
Data mining
Rehabilitation activities
Senior citizen
Serious games

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/EDUNINE48860.2020.9149507

Cite this

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. In 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 Article 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.",

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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",

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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. in 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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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.

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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.

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M3 - Conference contribution

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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. In da Rocha Brito CDR, Ciampi MM, editors, 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

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

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