US Patent:
20090024546, Jan 22, 2009
Inventors:
Robert Ficcaglia - Redwood City CA, US
Daniel Zapata - San Jose CA, US
Assignee:
MotivePath, Inc. - Redwood City CA
International Classification:
G06F 15/18
G06N 5/02
Abstract:
A computer system implements a method to provide a class membership probability prediction based on collected usage data from a user device of a user. After device usage data, which contains location information, is collected from the user device, the collected usage data is processed to generate a predictive model by utilizing a machine learning algorithm. In response to a user input, a class membership probability estimation is produced by processing the user input through the probability predictive model. The resulted class membership probability estimation can then be used as a prediction of a demographic profile of the user.