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Cooperative Communities (CoCo): Exploiting Social Networks for Large-scale Modeling of Human Behavior
Found in: IEEE Pervasive Computing
By Nicholas Lane,Ye Xu,Hong Lu,Shane Eisenman,Tanzeem Choudhury,Andrew Campbell
Publication Date: September 2011
pp. N/A
Human behavior modeling at a large-scale and under real-world conditions is still an open problem. Existing classification models do not always perform well on a diverse population. Training personalized models that incorporate different contextual conditi...
Preference, context and communities: a multi-faceted approach to predicting smartphone app usage patterns
Found in: Proceedings of the 17th annual international symposium on International symposium on wearable computers (ISWC '13)
By Andrew Campbell, Giuseppe Cardone, Hong Lu, Mu Lin, Nicholas Lane, Tanzeem Choudhury, Ye Xu, Zhenyu Chen
Issue Date:September 2013
pp. 69-76
Reliable smartphone app prediction can strongly benefit both users and phone system performance alike. However, real-world smartphone app usage behavior is a complex phenomena driven by a number of competing factors. In this pa- per, we develop an app usag...