Skip to main content
Erschienen in:
Buchtitelbild

2019 | OriginalPaper | Buchkapitel

Complex Event Processing for Health Monitoring

verfasst von : Alejandro Pérez-Vereda, Daniel Flores-Martín, Carlos Canal, Juan M. Murillo

Erschienen in: Gerontechnology

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The increase of the life expectancy has become a challenge in regions with a low population density. This fact is caused by the existence of small towns all far from one another and with the peculiarity of many elders with special health care living there. This situation increases in a high percentage the health costs of the region having to attend daily all these elders who need a close monitoring. We live in a IoT era with a huge quantity of new connected devices with lots of sensors. Taking advantage of this, it is possible to monitor these elders from the distance without having to cover the complete area of the region every day. This way, our approach is using a mobile centric architecture that permits the elders having a device which infers a health virtual profile of them with data from its sensors and from other smart devices like bands with pulsometers. At this point we propose using Complex Event Processing techniques to combine the data coming from all sources and analyze it to extract meaningful information for the doctors and caregivers and even detect important events like falls in real time.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Perera, C., Liu, C.H., Jayawardena, S., Chen, M.: Context-aware computing in the internet of things: a survey on internet of things from industrial market perspective. CoRR (2015) Perera, C., Liu, C.H., Jayawardena, S., Chen, M.: Context-aware computing in the internet of things: a survey on internet of things from industrial market perspective. CoRR (2015)
2.
Zurück zum Zitat Do, T.M., Loke, S.W., Liu, F.: Healthylife: an activity recognition system with smartphone using logic-based stream reasoning. In: Mobile and Ubiquitous Systems: Computing, Networking, and Services, pp. 188–199. Springer, Heidelberg (2013) Do, T.M., Loke, S.W., Liu, F.: Healthylife: an activity recognition system with smartphone using logic-based stream reasoning. In: Mobile and Ubiquitous Systems: Computing, Networking, and Services, pp. 188–199. Springer, Heidelberg (2013)
3.
Zurück zum Zitat de Prado, A.G., Ortiz, G., Boubeta-Puig, J.: CARED-SOA: a context-aware event-driven service-oriented architecture. IEEE Access 5, 4646–4663 (2017)CrossRef de Prado, A.G., Ortiz, G., Boubeta-Puig, J.: CARED-SOA: a context-aware event-driven service-oriented architecture. IEEE Access 5, 4646–4663 (2017)CrossRef
4.
Zurück zum Zitat Kassianos, A., Emery, J., Murchie, P., Walter, F.: Smartphone applications for melanoma detection by community, patient and generalist clinician users: a review. Br. J. Dermatol. 172(6), 1507–1518 (2015)CrossRef Kassianos, A., Emery, J., Murchie, P., Walter, F.: Smartphone applications for melanoma detection by community, patient and generalist clinician users: a review. Br. J. Dermatol. 172(6), 1507–1518 (2015)CrossRef
5.
Zurück zum Zitat Guillen, J., Miranda, J., Berrocal, J., Garcia-Alonso, J., Murillo, J.M., Canal, C.: People as a service: a mobile-centric model for providing collective sociological profiles. IEEE Softw. 31(2), 48–59 (2014)CrossRef Guillen, J., Miranda, J., Berrocal, J., Garcia-Alonso, J., Murillo, J.M., Canal, C.: People as a service: a mobile-centric model for providing collective sociological profiles. IEEE Softw. 31(2), 48–59 (2014)CrossRef
6.
Zurück zum Zitat Luckham, D.: Event Processing for Business: Organizing the Real-Time Enterprise. Wiley, Hoboken (2011) Luckham, D.: Event Processing for Business: Organizing the Real-Time Enterprise. Wiley, Hoboken (2011)
7.
Zurück zum Zitat Marzano, S.: The New Everyday: Views on Ambient Intelligence. 010 Publishers, Rotterdam (2003) Marzano, S.: The New Everyday: Views on Ambient Intelligence. 010 Publishers, Rotterdam (2003)
8.
Zurück zum Zitat Dunkel, J., Bruns, R., Stipkovic, S.: Event-based smartphone sensor processing for ambient assisted living. In: IEEE Eleventh International Symposium on Autonomous Decentralized Systems (ISADS), pp. 1–6 (2013) Dunkel, J., Bruns, R., Stipkovic, S.: Event-based smartphone sensor processing for ambient assisted living. In: IEEE Eleventh International Symposium on Autonomous Decentralized Systems (ISADS), pp. 1–6 (2013)
9.
Zurück zum Zitat Bellavista, P., Corradi, A., Fanelli, M., Foschini, L.: A survey of context data distribution for mobile ubiquitous systems. ACM Comput. Surv. 44(4), 1–45 (2012)CrossRef Bellavista, P., Corradi, A., Fanelli, M., Foschini, L.: A survey of context data distribution for mobile ubiquitous systems. ACM Comput. Surv. 44(4), 1–45 (2012)CrossRef
10.
Zurück zum Zitat Raskino, M., Fenn, J., Linden, A.: Extracting value from the massively connected world of 2015 (2015) Raskino, M., Fenn, J., Linden, A.: Extracting value from the massively connected world of 2015 (2015)
12.
Zurück zum Zitat Gronli, T.M., Ghinea, G., Younas, M.: Context-aware and automatic configuration of mobile devices in cloud-enabled ubiquitous computing. Pers. Ubiquit. Comput. 18(4), 883–894 (2014)CrossRef Gronli, T.M., Ghinea, G., Younas, M.: Context-aware and automatic configuration of mobile devices in cloud-enabled ubiquitous computing. Pers. Ubiquit. Comput. 18(4), 883–894 (2014)CrossRef
13.
Zurück zum Zitat Makris, P., Skoutas, D.N., Skianis, C.: A survey on context-aware mobile and wirelessnet-working: on networking and computing environments’ integration. IEEE Commun. Surv. Tutorials 15(1), 362–386 (2013)CrossRef Makris, P., Skoutas, D.N., Skianis, C.: A survey on context-aware mobile and wirelessnet-working: on networking and computing environments’ integration. IEEE Commun. Surv. Tutorials 15(1), 362–386 (2013)CrossRef
14.
Zurück zum Zitat Taub, D., Lupton, E., Hinman, R., Leeb, S., Zeisel, J., Blackler, S.: The escort system: a safety monitor for people living with alzheimer’s disease. IEEE Pervasive Comput. 10(2), 68–77 (2011)CrossRef Taub, D., Lupton, E., Hinman, R., Leeb, S., Zeisel, J., Blackler, S.: The escort system: a safety monitor for people living with alzheimer’s disease. IEEE Pervasive Comput. 10(2), 68–77 (2011)CrossRef
15.
Zurück zum Zitat Saeb, S., et al.: Mobile phone sensor correlates of depressive symptom severity in daily-life behavior: an exploratory study. J. Med. Internet Res. 17(7), e175 (2015)CrossRef Saeb, S., et al.: Mobile phone sensor correlates of depressive symptom severity in daily-life behavior: an exploratory study. J. Med. Internet Res. 17(7), e175 (2015)CrossRef
16.
Zurück zum Zitat Muhlfeit, J., Melina, C.: The Positive Leader. Pearson Education Limited, Kustantaja (2012) Muhlfeit, J., Melina, C.: The Positive Leader. Pearson Education Limited, Kustantaja (2012)
17.
Zurück zum Zitat Murphy, M.J., Peterson, M.J.: Sleep disturbances in depression. Sleep Med. Clin. 10(1), 17–23 (2015)CrossRef Murphy, M.J., Peterson, M.J.: Sleep disturbances in depression. Sleep Med. Clin. 10(1), 17–23 (2015)CrossRef
Metadaten
Titel
Complex Event Processing for Health Monitoring
verfasst von
Alejandro Pérez-Vereda
Daniel Flores-Martín
Carlos Canal
Juan M. Murillo
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-16028-9_1