Sensing meets mobile social networks: the design, implementation and evaluation of the CenceMe application Export

@inproceedings{miluzzo:cenceme, abstract = {We present the design, implementation, evaluation, and user ex periences of theCenceMe application, which represents the first system that combines the inference of the presence of individuals using off-the-shelf, sensor-enabled mobile phones with sharing of this information through social networking applications such as Facebook and MySpace. We discuss the system challenges for the development of software on the Nokia N95 mobile phone. We present the design and tradeoffs of split-level classification, whereby personal sensing presence (e.g., walking, in conversation, at the gym) is derived from classifiers which execute in part on the phones and in part on the backend servers to achieve scalable inference. We report performance measurements that characterize the computational requirements of the software and the energy consumption of the CenceMe phone client. We validate the system through a user study where twenty two people, including undergraduates, graduates and faculty, used CenceMe continuously over a three week period in a campus town. From this user study we learn how the system performs in a production environment and what uses people find for a personal sensing system.}, address = {New York, NY, USA}, author = {Miluzzo, Emiliano and Lane, Nicholas D. and Fodor, Krist\'{o}f and Peterson, Ronald and Lu, Hong and Musolesi, Mirco and Eisenman, Shane B. and Zheng, Xiao and Campbell, Andrew T.}, booktitle = {SenSys '08: Proceedings of the 6th ACM conference on Embedded network sensor systems}, citeulike-article-id = {3758282}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1460445}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1460412.1460445}, citeulike-linkout-2 = {http://www.cs.dartmouth.edu/~niclane/pubs/sensys08a.pdf}, doi = {10.1145/1460412.1460445}, isbn = {978-1-59593-990-6}, keywords = {mobile, participatory-sensing, pvnets, sensor-networks, social, social-networks}, location = {Raleigh, NC, USA}, month = {November}, pages = {337--350}, posted-at = {2009-06-26 16:40:48}, priority = {2}, publisher = {ACM}, title = {Sensing meets mobile social networks: the design, implementation and evaluation of the {CenceMe} application}, url = {http://dx.doi.org/10.1145/1460412.1460445}, year = {2008} }

TY - CONF ID - miluzzo:cenceme L3 - citeulike-article-id:3758282 N2 - We present the design, implementation, evaluation, and user ex periences of theCenceMe application, which represents the first system that combines the inference of the presence of individuals using off-the-shelf, sensor-enabled mobile phones with sharing of this information through social networking applications such as Facebook and MySpace. We discuss the system challenges for the development of software on the Nokia N95 mobile phone. We present the design and tradeoffs of split-level classification, whereby personal sensing presence (e.g., walking, in conversation, at the gym) is derived from classifiers which execute in part on the phones and in part on the backend servers to achieve scalable inference. We report performance measurements that characterize the computational requirements of the software and the energy consumption of the CenceMe phone client. We validate the system through a user study where twenty two people, including undergraduates, graduates and faculty, used CenceMe continuously over a three week period in a campus town. From this user study we learn how the system performs in a production environment and what uses people find for a personal sensing system. CY - Raleigh, NC, USA SN - 978-1-59593-990-6 AD - New York, NY, USA EP - 350 TI - Sensing meets mobile social networks: the design, implementation and evaluation of the {CenceMe} application PB - ACM T2 - SenSys '08: Proceedings of the 6th ACM conference on Embedded network sensor systems SP - 337 KW - mobile KW - participatory-sensing KW - pvnets KW - sensor-networks KW - social KW - social-networks AU - Miluzzo, Emiliano AU - Lane, Nicholas AU - Fodor, Kristóf AU - Peterson, Ronald AU - Lu, Hong AU - Musolesi, Mirco AU - Eisenman, Shane AU - Zheng, Xiao AU - Campbell, Andrew PY - 2008/11// UR - http://dx.doi.org/10.1145/1460412.1460445 ER -