Skip to main content
Top

2017 | OriginalPaper | Chapter

Couplable Components for Data Processing in Mobile Sensing Campaigns

Authors : Daniel Maya-Zapata, Iván R. Félix, Luis A. Castro, Luis-Felipe Rodríguez, Manuel Domitsu

Published in: Ubiquitous Computing and Ambient Intelligence

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In mobile sensing, modern phones allow scientists obtain the information about the participants and their surroundings. At times, obtaining raw sensor data from mobile devices demands their collection through sensing campaigns. Often, processing these data requires data processing components in the mobile device. Some of the data processing components pertain to mathematical functions that can be reused to form other functions. These types of functions are usually crafted at a design stage by the programmers. In this work, we present a novel way in which components can be coupled at the design of the sensing campaign, without the need to redeploy the app. That is, scientists can couple two existing data processing components into a new, high-level component. The results of this paper can facilitate code re-use, code maintenance, and flexibility to a mobile sensing campaign.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Consolvo, S., et al.: Activity sensing in the wild: a field trial of ubifit garden. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM (2008) Consolvo, S., et al.: Activity sensing in the wild: a field trial of ubifit garden. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM (2008)
2.
go back to reference Lane, N.D., et al.: Bewell: sensing sleep, physical activities and social interactions to promote wellbeing. Mob. Netw. Appl. 19(3), 345–359 (2014)CrossRef Lane, N.D., et al.: Bewell: sensing sleep, physical activities and social interactions to promote wellbeing. Mob. Netw. Appl. 19(3), 345–359 (2014)CrossRef
3.
go back to reference Chen, Z., et al.: Unobtrusive sleep monitoring using smartphones. In: 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). IEEE (2013) Chen, Z., et al.: Unobtrusive sleep monitoring using smartphones. In: 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). IEEE (2013)
4.
go back to reference Chittaranjan, G., Blom, J., Gatica-Perez, D.: Who’s who with big-five: analyzing and classifying personality traits with smartphones. In: 2011 15th Annual International Symposium on Wearable Computers (ISWC). IEEE (2011) Chittaranjan, G., Blom, J., Gatica-Perez, D.: Who’s who with big-five: analyzing and classifying personality traits with smartphones. In: 2011 15th Annual International Symposium on Wearable Computers (ISWC). IEEE (2011)
5.
go back to reference Mohan, P., Padmanabhan, V.N., Ramjee, R.: Nericell: rich monitoring of road and traffic conditions using mobile smartphones. In: Proceedings of the 6th ACM Conference on Embedded Network Sensor Systems. ACM (2008) Mohan, P., Padmanabhan, V.N., Ramjee, R.: Nericell: rich monitoring of road and traffic conditions using mobile smartphones. In: Proceedings of the 6th ACM Conference on Embedded Network Sensor Systems. ACM (2008)
6.
go back to reference Campbell, A., et al.: NeuroPhone: brain-mobile phone interface using a wireless EEG headset. In: Proceedings of the Second ACM SIGCOMM Workshop on Networking, Systems, and Applications on Mobile Handhelds. ACM (2010) Campbell, A., et al.: NeuroPhone: brain-mobile phone interface using a wireless EEG headset. In: Proceedings of the Second ACM SIGCOMM Workshop on Networking, Systems, and Applications on Mobile Handhelds. ACM (2010)
7.
go back to reference Miluzzo, E., Wang, T., Campbell, A.T.: EyePhone: activating mobile phones with your eyes. In: Proceedings of the Second ACM SIGCOMM Workshop on Networking, Systems, and Applications on Mobile Handhelds. ACM (2010) Miluzzo, E., Wang, T., Campbell, A.T.: EyePhone: activating mobile phones with your eyes. In: Proceedings of the Second ACM SIGCOMM Workshop on Networking, Systems, and Applications on Mobile Handhelds. ACM (2010)
8.
go back to reference Hicks, J., et al.: AndWellness: an open mobile system for activity and experience sampling. In: Wireless Health 2010. ACM (2010) Hicks, J., et al.: AndWellness: an open mobile system for activity and experience sampling. In: Wireless Health 2010. ACM (2010)
9.
go back to reference Froehlich, J., et al.: MyExperience: a system for in situ tracing and capturing of user feedback on mobile phones. In: Proceedings of the 5th International Conference on Mobile Systems, Applications and Services. ACM (2007) Froehlich, J., et al.: MyExperience: a system for in situ tracing and capturing of user feedback on mobile phones. In: Proceedings of the 5th International Conference on Mobile Systems, Applications and Services. ACM (2007)
10.
go back to reference Xue, Q.L., et al.: Life-space constriction, development of frailty, and the competing risk of mortality: the Women’s Health and Aging Study I. Am. J. Epidemiol. 167, 240–248 (2008)CrossRef Xue, Q.L., et al.: Life-space constriction, development of frailty, and the competing risk of mortality: the Women’s Health and Aging Study I. Am. J. Epidemiol. 167, 240–248 (2008)CrossRef
11.
go back to reference Ferreira, D., Kostakos, V., Dey, A.K.: AWARE: mobile context instrumentation framework. Front. ICT 2, 6 (2015)CrossRef Ferreira, D., Kostakos, V., Dey, A.K.: AWARE: mobile context instrumentation framework. Front. ICT 2, 6 (2015)CrossRef
12.
go back to reference Castro, L.A., et al.: Behavioral data gathering for assessing functional status and health in older adults using mobile phones. Pers. Ubiquit. Comput. 19(2), 379–391 (2015)CrossRef Castro, L.A., et al.: Behavioral data gathering for assessing functional status and health in older adults using mobile phones. Pers. Ubiquit. Comput. 19(2), 379–391 (2015)CrossRef
13.
go back to reference Félix, I.R., Castro, L.A., Rodríguez, L.F., Ruíz, E.C.: Component-based model for on-device pre-processing in mobile phone sensing campaigns. In: García, C., Caballero-Gil, P., Burmester, M., Quesada-Arencibia, A. (eds.) Ubiquitous Computing and Ambient Intelligence. UCAmI 2016. LNCS, vol. 10069. Springer, Cham (2016). doi:10.1007/978-3-319-48746-5_20 Félix, I.R., Castro, L.A., Rodríguez, L.F., Ruíz, E.C.: Component-based model for on-device pre-processing in mobile phone sensing campaigns. In: García, C., Caballero-Gil, P., Burmester, M., Quesada-Arencibia, A. (eds.) Ubiquitous Computing and Ambient Intelligence. UCAmI 2016. LNCS, vol. 10069. Springer, Cham (2016). doi:10.​1007/​978-3-319-48746-5_​20
Metadata
Title
Couplable Components for Data Processing in Mobile Sensing Campaigns
Authors
Daniel Maya-Zapata
Iván R. Félix
Luis A. Castro
Luis-Felipe Rodríguez
Manuel Domitsu
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-67585-5_31

Premium Partner