Modelo informático integrado AmI-IoT-DA para el cuidado de personas mayores que viven solas
| dc.contributor.author | Sánchez Martín, Andrés Armando | spa |
| dc.contributor.author | González Guerrero, Enrique | spa |
| dc.contributor.author | Barreto Santamaria, Luis Eduardo | spa |
| dc.contributor.cvlac | Sánchez Martín, Andrés Armando [0000152491] | spa |
| dc.contributor.cvlac | Luis Eduardo Barreto Santamaria [0001619375] | spa |
| dc.contributor.googlescholar | Sánchez Martín, Andrés Armando [YKEAzwkAAAAJ] | spa |
| dc.contributor.googlescholar | Barreto Santamaria, Luis Eduardo [4jzdQmkAAAAJ] | spa |
| dc.contributor.orcid | Sánchez Martín, Andrés Armando [0000-0002-8288-3120] | spa |
| dc.contributor.orcid | González Guerrero, Enrique [0000-0001-8011-1760] | spa |
| dc.contributor.orcid | Barreto Santamaria, Luis Eduardo [0000-0002-9702-2630] | spa |
| dc.contributor.researchgate | Sánchez Martín, Andrés Armando [Andres-Sanchez-Martin] | spa |
| dc.contributor.researchgate | Barreto Santamaria, Luis Eduardo [Luis-Barreto-Santamaria] | spa |
| dc.date.accessioned | 2020-10-27T00:19:57Z | |
| dc.date.available | 2020-10-27T00:19:57Z | |
| dc.date.issued | 2019-05-28 | |
| dc.description.abstract | Las personas de la tercera edad sufren deterioro físico y mental que les impiden y/o dificultan el control de las tareas del hogar, la pérdida de su independencia y autonomía, lo que afecta su calidad de vida y bienestar. Este artículo presenta un modelo integrado AmI-IoT-DA en capas que integra funcionalidades de Internet de las Cosas (IoT), Inteligencia Ambiental (AmI) y data analytics (DA). El modelo se aplica al monitoreo y asistencia de las personas de la tercera edad que viven solas. Además, plantea cuatro segmentos encargados de automatizar la vivienda, supervisar al usuario, tomar decisiones, supervisar eventos, identificar hábitos, y acceder a servicios AmI, IoT y Data Analytics. | spa |
| dc.description.abstractenglish | Elderly people suffer physical and mental deterioration, which they prevent and / or hinder the control of household chores, the loss of their dependence and autonomy, affecting their quality of life and wellbeing. This paper presents an AmI-IoT-DA integrated layered model integrating functionalities of the Internet of Things (IoT), Ambient Intelligence (AmI) and Data Analytics (DA). The model is applied to the monitoring and assistance of elderly people living alone. The model proposes four segments responsible for automating housing, supervising the user, taking decisions, supervise events, identify habits, and access AmI, IoT and Data Analytics services | eng |
| dc.format.mimetype | application/pdf | spa |
| dc.format.mimetype | Text/html | spa |
| dc.identifier.doi | 10.29375/25392115.3607 | |
| dc.identifier.instname | instname:Universidad Autónoma de Bucaramanga UNAB | spa |
| dc.identifier.issn | 2539-2115 | |
| dc.identifier.issn | 1657-2831 | |
| dc.identifier.repourl | repourl:https://repository.unab.edu.co | |
| dc.identifier.uri | http://hdl.handle.net/20.500.12749/8829 | |
| dc.language.iso | spa | spa |
| dc.publisher | Universidad Autónoma de Bucaramanga UNAB | |
| dc.relation | https://revistas.unab.edu.co/index.php/rcc/article/view/3607/3031 | |
| dc.relation | Https://revistas.unab.edu.co/index.php/rcc/article/view/3607/3007 | |
| dc.relation | /*ref*/Agreda Chamorro, J. A. (2015). Diseño de un modelo de inteligencia ambiental para asistir a personas de la tercera edad. Pontificia Universidad Javeriana. Retrieved from http://pegasus.javeriana.edu.co/~PI133-01-SisIntelAmbDiscap/ | |
| dc.relation | /*ref*/Campaña Bastidas, S. E., & Londoño Peláez, J. M. (2013). Estudio de redes de sensores y aplicaciones orientadas a la recolección y análisis de señales biomédicas. Revista Gerencia Tecnológica Informática, 12(33), 85–99. | |
| dc.relation | /*ref*/Celler, B. G., & Sparks, R. S. (2015). Home Telemonitoring of Vital Signs—Technical Challenges and Future Directions. IEEE Journal of Biomedical and Health Informatics, 19(1), 82–91. https://doi.org/10.1109/JBHI.2014.2351413 | |
| dc.relation | /*ref*/Chandler, D. L. (2014). Tomorrow’s Hospital: How technology will be transforming both inpatient and at-home care. IEEE Pulse, 5(6), 16–21. https://doi.org/10.1109/MPUL.2014.2355298 | |
| dc.relation | /*ref*/Chang, W. L., & Grady, N. (2018). NIST Big Data Interoperability Framework: Volume 1, Big Data Definitions [Version 2]. Retrieved December 12, 2018, from https://www.nist.gov/publications/nist-big-data-interoperability-framework | |
| dc.relation | /*ref*/CISCO. (2015). Fog Computing and the Internet of Things: Extend the Cloud to Where the Things Are. Retrieved from https://www.cisco.com/c/dam/en_us/solutions/trends/iot/docs/computing-overview.pdf | |
| dc.relation | /*ref*/Doğali Çetin, G., Çetin, Ö., & Bayimiş, C. (2015). A real-time life-care monitoring framework: WarnRed hardware and software design. Turkish Journal of Electrical Engineering & Computer Sciences, 23, 1040–1050. https://doi.org/10.3906/elk-1304-178 | |
| dc.relation | /*ref*/Fanucci, L., Saponara, S., Bacchillone, T., Donati, M., Barba, P., Sanchez-Tato, I., & Carmona, C. (2013). Sensing Devices and Sensor Signal Processing for Remote Monitoring of Vital Signs in CHF Patients. IEEE Transactions on Instrumentation and Measurement, 62(3), 553–569. https://doi.org/10.1109/TIM.2012.2218681 | |
| dc.relation | /*ref*/Felipe Salech, M., Rafael Jara, L., & Luis Michea, A. (2012). Cambios fisiológicos asociados al envejecimiento. Revista Médica Clínica Las Condes, 23(1), 19–29. https://doi.org/10.1016/S0716-8640(12)70269-9 | |
| dc.relation | /*ref*/Gómez García, C. A., & Velasco Medina, J. (2014). Sistema de pulsioximetría y capnografía para dispositivos móviles Android. Ingeniería Biomédica, 8(15), 36–44. https://doi.org/10.24050/19099762.n15.2014.593 | |
| dc.relation | /*ref*/González, F., Villegas, O., Ramírez, D., Sánchez, V., & Domínguez, H. (2014). Smart Multi-Level Tool for Remote Patient Monitoring Based on a Wireless Sensor Network and Mobile Augmented Reality. Sensors, 14(9), 17212–17234. https://doi.org/10.3390/s140917212 | |
| dc.relation | /*ref*/González Palacio, L., & Urrego Giraldo, G. (2010). Modelo de contexto y de dominio para la ingeniería de requisitos de sistemas ubicuos. Revista Ingenierías Universidad de Medellín, 9(17), 151–164. Retrieved from https://repository.udem.edu.co/handle/11407/779 | |
| dc.relation | /*ref*/Guevara Valdivia, M. E., Echegaray-Trelles, A., Hernández, J., Cordero-Pérez, L. de J., Valderrama de León, R., Santos, M. A., & Huarte-Hernández, Y. (2011). Monitoreo remoto y seguimiento del paciente con desfibrilador automático implantable y terapia de resincronización cardiaca. Archivos de Cardiología de México, 81(2), 93–99. | |
| dc.relation | /*ref*/Hassanalieragh, M., Page, A., Soyata, T., Sharma, G., Aktas, M., Mateos, G., … Andreescu, S. (2015). Health Monitoring and Management Using Internet-of-Things (IoT) Sensing with Cloud-Based Processing: Opportunities and Challenges. In 2015 IEEE International Conference on Services Computing (pp. 285–292). IEEE. https://doi.org/10.1109/SCC.2015.47 | |
| dc.relation | /*ref*/Lopardo, G., Basombrío, A., Clara, L., Desse, J., De Vedia, L., Di Libero, E., … Scapellato, P. (2015). Neumonia adquirida de la comunidad en adultos. Recomendaciones sobre su atención. Medicina, 75(4), 245–257. | |
| dc.relation | /*ref*/Mileo, A., Merico, D., & Bisiani, R. (2008). Wireless sensor networks supporting context-aware reasoning in assisted living. In Proceedings of the 1st ACM international conference on PErvasive Technologies Related to Assistive Environments - PETRA ’08 (p. 1). New York, USA: ACM Press. https://doi.org/10.1145/1389586.1389651 | |
| dc.relation | /*ref*/Morelos Ramírez, R., Ramírez Pérez, M., Sánchez Dorantes, G., Chavarín Rivera, C., & Meléndez-Herrada, E. (2014). El trabajador de la salud y el riesgo de enfermedades infecciosas adquiridas. Las precauciones estándar y de bioseguridad. Revista de La Facultad de Medicina UNAM, 57(4), 34–42. Retrieved from http://www.medigraphic.com/cgi-bin/new/resumen.cgi?IDARTICULO=51020 | |
| dc.relation | /*ref*/ORACLE. (2017). Oracle Advanced Analytics’ Machine Learning Algorithms SQL Functions. Retrieved November 28, 2017, from https://www.oracle.com/technetwork/database/enterprise-edition/odm-techniques-algorithms-097163.html | |
| dc.relation | /*ref*/Organización de la Naciones Unidas. (2006). Convención sobre los derechos de las personas con discapacidad. Retrieved April 5, 2016, from http://www.un.org/spanish/disabilities/default.asp?id=497 | |
| dc.relation | /*ref*/Organización Mundial de la Salud. (2015). Informe Mundial sobre el envejecimiento y la salud. Retrieved from https://www.who.int/ageing/publications/world-report-2015/es/ | |
| dc.relation | /*ref*/Parra-Henao, G. J. (2010). Sistemas de información geográfica y sensores remotos. Aplicaciones en enfermedades transmitidas por vectores. CES Medicina, 24(2), 75–89. | |
| dc.relation | /*ref*/Parra Alba, W. E. (2016). Modelo y sistema de análisis, generación y entrega de información, para apoyar la toma de decisiones a partir de datos obtenidos de pacientes remotos de la tercera edad con Neumonía Adquirida en la Comunidad (NAC). Pontificia Universidad Javeriana. Retrieved from https://repository.javeriana.edu.co/handle/10554/21196 | |
| dc.relation | /*ref*/Rajkomar, A., Mayer, A., & Blandford, A. (2015). Understanding safety–critical interactions with a home medical device through Distributed Cognition. Journal of Biomedical Informatics, 56, 179–194. https://doi.org/10.1016/j.jbi.2015.06.002 | |
| dc.relation | /*ref*/Sánchez, A., González, E., & Barreto, L. (2018). Integrated Model AmI-IoT-DA for Care of Elderly People. In Advances in Computing (pp. 487–497). https://doi.org/10.1007/978-3-319-98998-3_37 | |
| dc.relation | /*ref*/Silva, J. M., Mouttham, A., & El Saddik, A. (2009). UbiMeds: a mobile application to improve accessibility and support medication adherence. In Proceedings of the 1st ACM SIGMM international workshop on Media studies and implementations that help improving access to disabled users - MSIADU ’09 (p. 71). New York, USA: ACM Press. https://doi.org/10.1145/1631097.1631109 | |
| dc.relation | /*ref*/Skubic, M., Guevara, R. D., & Rantz, M. (2015). Automated Health Alerts Using In-Home Sensor Data for Embedded Health Assessment. IEEE Journal of Translational Engineering in Health and Medicine, 3, 1–11. https://doi.org/10.1109/JTEHM.2015.2421499 | |
| dc.relation | /*ref*/Sommerville, I. (1995). Software engineering. Retrieved from https://dl.acm.org/citation.cfm?id=211474 Villar-Montini, A. (2009). Remote wireless monitoring. Archivos de Cardiologia de Mexico, 79(2), 75–78. | |
| dc.relation | /*ref*/Zamora-Izquierdo, M. A., Santa, J., & Gomez-Skarmeta, A. F. (2010). An Integral and Networked Home Automation Solution for Indoor Ambient Intelligence. IEEE Pervasive Computing, 9(4), 66–77. https://doi.org/10.1109/MPRV.2010.20 | |
| dc.relation.references | Agreda Chamorro, J. A. (2015). Diseño de un modelo de inteligencia ambiental para asistir a personas de la tercera edad. Pontificia Universidad Javeriana. Retrieved from http://pegasus.javeriana.edu.co/~PI133-01- SisIntelAmbDiscap/ | |
| dc.relation.references | Campaña Bastidas, S. E., & Londoño Peláez, J. M. (2013). Estudio de redes de sensores y aplicaciones orientadas a la recolección y análisis de señales biomédicas. Revista Gerencia Tecnológica Informática, 12(33), 85–99. | |
| dc.relation.references | Celler, B. G., & Sparks, R. S. (2015). Home Telemonitoring of Vital Signs—Technical Challenges and Future Directions. IEEE Journal of Biomedical and Health Informatics, 19(1), 82–91. https://doi.org/10.1109/ JBHI.2014.2351413 | |
| dc.relation.references | Chandler, D. L. (2014). Tomorrow’s Hospital: How technology will be transforming both inpatient and at-home care. IEEE Pulse, 5(6), 16–21. https://doi.org/10.1109/MPUL.2014.2355298 | |
| dc.relation.references | Chang, W. L., & Grady, N. (2018). NIST Big Data Interoperability Framework: Volume 1, Big Data Definitions [Version 2]. Retrieved December 12, 2018, from https://www.nist.gov/publications/nist-big-datainteroperability-framework | |
| dc.relation.references | CISCO. (2015). Fog Computing and the Internet of Things: Extend the Cloud to Where the Things Are. Retrieved from https://www.cisco.com/c/dam/en_us/solutions/trends/iot/docs/computing-overview.pdf | |
| dc.relation.references | Doğali Çetin, G., Çetin, Ö., & Bayimiş, C. (2015). A real-time life-care monitoring framework: WarnRed hardware and software design. Turkish Journal of Electrical Engineering & Computer Sciences, 23, 1040–1050. https://doi.org/10.3906/elk-1304-178 | |
| dc.relation.references | Fanucci, L., Saponara, S., Bacchillone, T., Donati, M., Barba, P., Sanchez-Tato, I., & Carmona, C. (2013). Sensing Devices and Sensor Signal Processing for Remote Monitoring of Vital Signs in CHF Patients. IEEE Transactions on Instrumentation and Measurement, 62(3), 553–569. https://doi.org/10.1109/ TIM.2012.2218681 | |
| dc.relation.references | Felipe Salech, M., Rafael Jara, L., & Luis Michea, A. (2012). Cambios fisiológicos asociados al envejecimiento. Revista Médica Clínica Las Condes, 23(1), 19–29. https://doi.org/10.1016/S0716-8640(12)70269-9 | |
| dc.relation.references | Gómez García, C. A., & Velasco Medina, J. (2014). Sistema de pulsioximetría y capnografía para dispositivos móviles Android. Ingeniería Biomédica, 8(15), 36–44. https://doi.org/10.24050/19099762.n15.2014.593 | |
| dc.relation.references | González, F., Villegas, O., Ramírez, D., Sánchez, V., & Domínguez, H. (2014). Smart Multi-Level Tool for Remote Patient Monitoring Based on a Wireless Sensor Network and Mobile Augmented Reality. Sensors, 14(9), 17212–17234. https://doi.org/10.3390/s140917212 | |
| dc.relation.references | González Palacio, L., & Urrego Giraldo, G. (2010). Modelo de contexto y de dominio para la ingeniería de requisitos de sistemas ubicuos. Revista Ingenierías Universidad de Medellín, 9(17), 151–164. Retrieved from https:// repository.udem.edu.co/handle/11407/779 | |
| dc.relation.references | Guevara Valdivia, M. E., Echegaray-Trelles, A., Hernández, J., Cordero-Pérez, L. de J., Valderrama de León, R., Santos, M. A., & Huarte-Hernández, Y. (2011). Monitoreo remoto y seguimiento del paciente con desfibrilador automático implantable y terapia de resincronización cardiaca. Archivos de Cardiología de México, 81(2), 93–99. | |
| dc.relation.references | Hassanalieragh, M., Page, A., Soyata, T., Sharma, G., Aktas, M., Mateos, G., … Andreescu, S. (2015). Health Monitoring and Management Using Internet-of-Things (IoT) Sensing with Cloud-Based Processing: Opportunities and Challenges. In 2015 IEEE International Conference on Services Computing (pp. 285– 292). IEEE. https://doi.org/10.1109/SCC.2015.47 | |
| dc.relation.references | Lopardo, G., Basombrío, A., Clara, L., Desse, J., De Vedia, L., Di Libero, E., … Scapellato, P. (2015). Neumonia adquirida de la comunidad en adultos. Recomendaciones sobre su atención. Medicina, 75(4), 245–257. | |
| dc.relation.references | Mileo, A., Merico, D., & Bisiani, R. (2008). Wireless sensor networks supporting context-aware reasoning in assisted living. In Proceedings of the 1st ACM international conference on PErvasive Technologies Related to Assistive Environments - PETRA ’08 (p. 1). New York, USA: ACM Press. https://doi. org/10.1145/1389586.1389651 | |
| dc.relation.references | Morelos Ramírez, R., Ramírez Pérez, M., Sánchez Dorantes, G., Chavarín Rivera, C., & Meléndez-Herrada, E. (2014). El trabajador de la salud y el riesgo de enfermedades infecciosas adquiridas. Las precauciones estándar y de bioseguridad. Revista de La Facultad de Medicina UNAM, 57(4), 34–42. Retrieved from http://www.medigraphic.com/cgi-bin/new/resumen.cgi?IDARTICULO=51020 | |
| dc.relation.references | ORACLE. (2017). Oracle Advanced Analytics’ Machine Learning Algorithms SQL Functions. Retrieved November 28, 2017, from https://www.oracle.com/technetwork/database/enterprise-edition/odm-techniquesalgorithms-097163.html | |
| dc.relation.references | Organización de la Naciones Unidas. (2006). Convención sobre los derechos de las personas con discapacidad. Retrieved April 5, 2016, from http://www.un.org/spanish/disabilities/default.asp?id=497 | |
| dc.relation.references | Organización Mundial de la Salud. (2015). Informe Mundial sobre el envejecimiento y la salud. Retrieved from https://www.who.int/ageing/publications/world-report-2015/es/ | |
| dc.relation.references | Parra-Henao, G. J. (2010). Sistemas de información geográfica y sensores remotos. Aplicaciones en enfermedades transmitidas por vectores. CES Medicina, 24(2), 75–89. | |
| dc.relation.references | Parra Alba, W. E. (2016). Modelo y sistema de análisis, generación y entrega de información, para apoyar la toma de decisiones a partir de datos obtenidos de pacientes remotos de la tercera edad con Neumonía Adquirida en la Comunidad (NAC). Pontificia Universidad Javeriana. Retrieved from https://repository.javeriana.edu. co/handle/10554/21196 | |
| dc.relation.references | Rajkomar, A., Mayer, A., & Blandford, A. (2015). Understanding safety–critical interactions with a home medical device through Distributed Cognition. Journal of Biomedical Informatics, 56, 179–194. https://doi. org/10.1016/j.jbi.2015.06.002 | |
| dc.relation.references | Sánchez, A., González, E., & Barreto, L. (2018). Integrated Model AmI-IoT-DA for Care of Elderly People. In Advances in Computing (pp. 487–497). https://doi.org/10.1007/978-3-319-98998-3_37 | |
| dc.relation.references | Silva, J. M., Mouttham, A., & El Saddik, A. (2009). UbiMeds: a mobile application to improve accessibility and support medication adherence. In Proceedings of the 1st ACM SIGMM international workshop on Media studies and implementations that help improving access to disabled users - MSIADU ’09 (p. 71). New York, USA: ACM Press. https://doi.org/10.1145/1631097.1631109 | |
| dc.relation.references | Skubic, M., Guevara, R. D., & Rantz, M. (2015). Automated Health Alerts Using In-Home Sensor Data for Embedded Health Assessment. IEEE Journal of Translational Engineering in Health and Medicine, 3, 1–11. https://doi.org/10.1109/JTEHM.2015.2421499 | |
| dc.relation.references | Sommerville, I. (1995). Software engineering. Retrieved from https://dl.acm.org/citation.cfm?id=211474 | |
| dc.relation.references | Villar-Montini, A. (2009). Remote wireless monitoring. Archivos de Cardiologia de Mexico, 79(2), 75–78 | |
| dc.relation.references | Zamora-Izquierdo, M. A., Santa, J., & Gomez-Skarmeta, A. F. (2010). An Integral and Networked Home Automation Solution for Indoor Ambient Intelligence. IEEE Pervasive Computing, 9(4), 66–77. https://doi. org/10.1109/MPRV.2010.20 | |
| dc.relation.uri | https://revistas.unab.edu.co/index.php/rcc/article/view/3607 | |
| dc.rights | Derechos de autor 2019 Revista Colombiana de Computación | |
| dc.rights.accessrights | info:eu-repo/semantics/openAccess | spa |
| dc.rights.creativecommons | Attribution-NonCommercial-ShareAlike 4.0 International | * |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0/ | * |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/2.5/co/ | |
| dc.source | Revista Colombiana de Computación; Vol. 20 Núm. 1 (2019): Revista Colombiana de Computación; 59-71 | |
| dc.subject | Internet de las Cosas | |
| dc.subject | Inteligencia ambiental | |
| dc.subject | Analítica de datos | |
| dc.subject | Cuidado adulto mayor | |
| dc.subject | Bienestar | |
| dc.subject.keywords | Internet of Things | eng |
| dc.subject.keywords | Environmental intelligence | eng |
| dc.subject.keywords | Data analytics | eng |
| dc.subject.keywords | Adult care | eng |
| dc.subject.keywords | Welfare | eng |
| dc.subject.keywords | Technological development | eng |
| dc.subject.keywords | Technological innovations | eng |
| dc.subject.keywords | Research | eng |
| dc.subject.keywords | Computer's science | eng |
| dc.subject.keywords | Technology of the information and communication | eng |
| dc.subject.keywords | Systems engineer | eng |
| dc.subject.lemb | Desarrollo tecnológico | spa |
| dc.subject.lemb | Innovaciones tecnológicas | spa |
| dc.subject.lemb | Investigaciones | spa |
| dc.subject.lemb | Ciencias de la computación | spa |
| dc.subject.lemb | Tecnologías de la información y la comunicación | spa |
| dc.subject.lemb | Ingeniería de sistemas | spa |
| dc.title | Modelo informático integrado AmI-IoT-DA para el cuidado de personas mayores que viven solas | spa |
| dc.title.translated | Integrated computer model of AmI-IoT-DA for care of elderly people living alone | eng |
| dc.type.coar | http://purl.org/coar/resource_type/c_7a1f | |
| dc.type.driver | info:eu-repo/semantics/article | |
| dc.type.hasversion | info:eu-repo/semantics/acceptedVersion | |
| dc.type.local | Artículo | spa |
| dc.type.redcol | http://purl.org/redcol/resource_type/CJournalArticle |
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