mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns

Netzahualcoyotl Hernandez-Cruz; Bert Arnrich; Jesús Favela; Remzi Gökhan; Cem Ersoy; Burcu Demiray; Jesús Fontecha

doi:10.1007/978-3-319-48746-5_21

m^k-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns

Netzahualcoyotl Hernandez-Cruz
, Bert Arnrich
, Jesús Favela
, Remzi Gökhan
, Cem Ersoy
, Burcu Demiray
, Jesús Fontecha

Research output: Contribution to journal › Conference article › peer-review

2 Citations (Scopus)

180 Downloads (Pure)

Abstract

Mobile sensing has become a growing area of research in pervasive
healthcare. In this paper we present m^k-sense, an open framework for mobile sensing on smartphones. m^k-sense is an initiative to reduce the efforts of researchers involved in multi-institutional sensing campaign. It is designed to facilitate the collaboration of researchers that run simultaneous data collection efforts in different locations. We illustrate the use of m^k-sense with two cross-cultural studies conducted in four different countries (Turkey, Mexico, Switzerland, and Spain) with a total of 77 participants. In this paper, we describe the challenges and experience of conducting research in the wild by using m^k-sense as sensing platform. Finally, we present how the conducted studies influenced the design decisions of m^k-sense, including features, and tools to monitor data gathering in real-time.

Original language	English
Pages (from-to)	207-216
Journal	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10069
DOIs	https://doi.org/10.1007/978-3-319-48746-5_21
Publication status	Published (in print/issue) - 2 Nov 2016

Keywords

Mobile devices
Smartphones
Sensing campaign
Data management application

Access to Document

10.1007/978-3-319-48746-5_21

91833529Author Accepted Manuscript, 951 KB

Cite this

Hernandez-Cruz, N., Arnrich, B., Favela, J., Gökhan, R., Ersoy, C., Demiray, B., & Fontecha, J. (2016). m^k-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10069, 207-216. https://doi.org/10.1007/978-3-319-48746-5_21

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abstract = "Mobile sensing has become a growing area of research in pervasive healthcare. In this paper we present mk-sense, an open framework for mobile sensing on smartphones. mk-sense is an initiative to reduce the efforts of researchers involved in multi-institutional sensing campaign. It is designed to facilitate the collaboration of researchers that run simultaneous data collection efforts in different locations. We illustrate the use of mk-sense with two cross-cultural studies conducted in four different countries (Turkey, Mexico, Switzerland, and Spain) with a total of 77 participants. In this paper, we describe the challenges and experience of conducting research in the wild by using mk-sense as sensing platform. Finally, we present how the conducted studies influenced the design decisions of mk-sense, including features, and tools to monitor data gathering in real-time.",

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author = "Netzahualcoyotl Hernandez-Cruz and Bert Arnrich and Jes{\'u}s Favela and Remzi G{\"o}khan and Cem Ersoy and Burcu Demiray and Jes{\'u}s Fontecha",

year = "2016",

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Hernandez-Cruz, N, Arnrich, B, Favela, J, Gökhan, R, Ersoy, C, Demiray, B & Fontecha, J 2016, 'm^k-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10069, pp. 207-216. https://doi.org/10.1007/978-3-319-48746-5_21

m^k-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns. / Hernandez-Cruz, Netzahualcoyotl; Arnrich, Bert; Favela, Jesús et al.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10069, 02.11.2016, p. 207-216.

Research output: Contribution to journal › Conference article › peer-review

TY - JOUR

T1 - mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns

AU - Hernandez-Cruz, Netzahualcoyotl

AU - Arnrich, Bert

AU - Favela, Jesús

AU - Gökhan, Remzi

AU - Ersoy, Cem

AU - Demiray, Burcu

AU - Fontecha, Jesús

PY - 2016/11/2

Y1 - 2016/11/2

N2 - Mobile sensing has become a growing area of research in pervasive healthcare. In this paper we present mk-sense, an open framework for mobile sensing on smartphones. mk-sense is an initiative to reduce the efforts of researchers involved in multi-institutional sensing campaign. It is designed to facilitate the collaboration of researchers that run simultaneous data collection efforts in different locations. We illustrate the use of mk-sense with two cross-cultural studies conducted in four different countries (Turkey, Mexico, Switzerland, and Spain) with a total of 77 participants. In this paper, we describe the challenges and experience of conducting research in the wild by using mk-sense as sensing platform. Finally, we present how the conducted studies influenced the design decisions of mk-sense, including features, and tools to monitor data gathering in real-time.

AB - Mobile sensing has become a growing area of research in pervasive healthcare. In this paper we present mk-sense, an open framework for mobile sensing on smartphones. mk-sense is an initiative to reduce the efforts of researchers involved in multi-institutional sensing campaign. It is designed to facilitate the collaboration of researchers that run simultaneous data collection efforts in different locations. We illustrate the use of mk-sense with two cross-cultural studies conducted in four different countries (Turkey, Mexico, Switzerland, and Spain) with a total of 77 participants. In this paper, we describe the challenges and experience of conducting research in the wild by using mk-sense as sensing platform. Finally, we present how the conducted studies influenced the design decisions of mk-sense, including features, and tools to monitor data gathering in real-time.

KW - Mobile devices

KW - Smartphones

KW - Sensing campaign

KW - Data management application

UR - https://www.scopus.com/pages/publications/84998546893

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EP - 216

JO - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

JF - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

ER -

m^k-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns

Abstract

Keywords

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Improvement of transfer learning techniques in activity recognition

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mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns

Abstract

Keywords

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Student theses

Improvement of transfer learning techniques in activity recognition

Cite this

m^k-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns