%Aigaion2 BibTeX export from Idiap Publications %Thursday 21 November 2024 12:31:37 PM @ARTICLE{Laurila_PMC_2013, author = {Laurila, J. K. and Gatica-Perez, Daniel and Blom, Jan and Bornet, Olivier and Do, Trinh-Minh-Tri and Dousse, O. and Eberle, Julien and Miettinen, Markus}, projects = {Idiap, NOKIA}, month = dec, title = {From Big Smartphone Data to Worldwide Research: The Mobile Data Challenge}, journal = {Pervasive and Mobile Computing}, volume = {9}, number = {6}, year = {2013}, pages = {752–771}, 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 data set for the MDC. Then, we introduce the Open and Dedicated Tracks of the MDC; describe the specific data sets 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.}, pdf = {https://publications.idiap.ch/attachments/papers/2016/Laurila_PMC_2013.pdf} }