Laurila, Juha ; Gatica-Perez, Daniel ; Aad, Imad ; Blom, Jan ; Bornet, Olivier ; Do, Trinh Minh Tri ; Dousse, Olivier ; Eberle, Julien ; Miettinen, Markus (2013)
From big smartphone data to worldwide research: The Mobile Data Challenge.
In: Pervasive and Mobile Computing, 9
doi: 10.1016/j.pmcj.2013.07.014
Artikel, Bibliographie
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 |
| Art des Eintrags: | Bibliographie |
| Titel: | From big smartphone data to worldwide research: The Mobile Data Challenge |
| Sprache: | Deutsch |
| Publikationsjahr: | Dezember 2013 |
| Titel der Zeitschrift, Zeitung oder Schriftenreihe: | Pervasive and Mobile Computing |
| Jahrgang/Volume einer Zeitschrift: | 9 |
| DOI: | 10.1016/j.pmcj.2013.07.014 |
| 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. |
| Freie Schlagworte: | ICRI-SC |
| ID-Nummer: | TUD-CS-2013-0320 |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Systemsicherheit Profilbereiche Profilbereiche > Cybersicherheit (CYSEC) |
| Hinterlegungsdatum: | 04 Aug 2016 10:13 |
| Letzte Änderung: | 27 Sep 2018 09:20 |
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