Title :
Exploiting Social Networks for Large-Scale Human Behavior Modeling
Author :
Lane, Nicholas D. ; Xu, Ye ; Lu, Hong ; Campbell, Andrew T. ; Choudhury, Tanzeem ; Eisenman, Shane B.
fDate :
4/1/2011 12:00:00 AM
Abstract :
The Cooperative Communities (CoCo) learning framework leverages everyday social connections between people to personalize classification models. By exploiting social networks, CoCo spreads the burden of providing training data over an entire community.
Keywords :
behavioural sciences computing; social networking (online); classification model personalization; cooperative communities learning framework; large-scale human behavior modeling; social connections; social network exploitation; training data; Behavioral science; Communities; Human factors; Learning systems; Social network services; Telecommunication traffic; activity recognition; community-guided learning; mobile sensing; personalization; social networks;
Journal_Title :
Pervasive Computing, IEEE
DOI :
10.1109/MPRV.2011.70
