TU Darmstadt / ULB / TUbiblio

From big smartphone data to worldwide research: The Mobile Data Challenge

Laurila, Juha ; Gatica-Perez, Daniel ; Aad, Imad ; Blom, Jan ; Bornet, Olivier ; Do, Trinh Minh Tri ; Dousse, Olivier ; Eberle, Julien ; Miettinen, Markus :
From big smartphone data to worldwide research: The Mobile Data Challenge.
In: Pervasive and Mobile Computing, 9 pp. 752-771.
[Artikel], (2013)

Kurzbeschreibung (Abstract)

This paper presents an overview of the Mobile Data Challenge (MDC), a large-scale research initiative aimed at generating innovations around smartphone-based research, as well as community-based evaluation of mobile data analysis methodologies. First, we review the Lausanne Data Collection Campaign (LDCC), an initiative to collect unique longitudinal smartphone dataset for the MDC. Then, we introduce the Open and Dedicated Tracks of the MDC, describe the specific datasets used in each of them, discuss the key design and implementation aspects introduced in order to generate privacy-preserving and scientifically relevant mobile data resources for wider use by the research community, and summarize the main research trends found among the 100+ challenge submissions. We finalize by discussing the main lessons learned from the participation of several hundred researchers worldwide in the MDC Tracks.

Typ des Eintrags: Artikel
Erschienen: 2013
Autor(en): Laurila, Juha ; Gatica-Perez, Daniel ; Aad, Imad ; Blom, Jan ; Bornet, Olivier ; Do, Trinh Minh Tri ; Dousse, Olivier ; Eberle, Julien ; Miettinen, Markus
Titel: From big smartphone data to worldwide research: The Mobile Data Challenge
Sprache: Deutsch
Kurzbeschreibung (Abstract):

This paper presents an overview of the Mobile Data Challenge (MDC), a large-scale research initiative aimed at generating innovations around smartphone-based research, as well as community-based evaluation of mobile data analysis methodologies. First, we review the Lausanne Data Collection Campaign (LDCC), an initiative to collect unique longitudinal smartphone dataset for the MDC. Then, we introduce the Open and Dedicated Tracks of the MDC, describe the specific datasets used in each of them, discuss the key design and implementation aspects introduced in order to generate privacy-preserving and scientifically relevant mobile data resources for wider use by the research community, and summarize the main research trends found among the 100+ challenge submissions. We finalize by discussing the main lessons learned from the participation of several hundred researchers worldwide in the MDC Tracks.

Titel der Zeitschrift, Zeitung oder Schriftenreihe: Pervasive and Mobile Computing
Band: 9
Freie Schlagworte: ICRI-SC
Fachbereich(e)/-gebiet(e): 20 Fachbereich Informatik
20 Fachbereich Informatik > Systemsicherheit
Profilbereiche
Profilbereiche > Cybersicherheit (CYSEC)
Hinterlegungsdatum: 04 Aug 2016 10:13
DOI: 10.1016/j.pmcj.2013.07.014
ID-Nummer: TUD-CS-2013-0320
Export:

Optionen (nur für Redakteure)

Eintrag anzeigen Eintrag anzeigen