User Text Content Correlation with Location

摘要

A predictive modelling system for predicting location data from user textual data comprising: an input for receiving user data, the user data comprising user textual data and location data; a pre-processing module arranged to correlate user textual data with location data to form a set of correlated data; a training module arranged to use the set of correlated data to train a machine learning algorithm such that the algorithm is arranged to output predicted location data from an input textual query.

主权项

1. A system for predicting location data from user textual data, the system comprising:
an input that receives user data, the user data comprising user textual data and location data; a pre-processing module that clusters the location data into a plurality of cluster centers and that correlates the user textual data with the location data to form a set of correlated data; and a training module that uses the set of correlated data to train a machine learning algorithm such that the algorithm outputs predicted location data from an input textual query.