Published May 29, 2017 | Version v1_0_0
Software Open

A Machine Learning Approach to Demographic Prediction using Geohashes

Authors/Creators

  • 1. Arizona State University

Contributors

  • 1. University of Muenster
  • 2. IBM Research

Description

Uses the Spark MLLib framework to mine frequently visited location patterns from GPS data and predicts age and gender from those locations using Linear Discriminant Analysis & Decision Trees.

Files

Avipsa1/Demographic-Prediction-v1_0_0.zip

Files (2.9 MB)

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Additional details

Related works

Is supplement to
https://github.com/Avipsa1/Demographic-Prediction/tree/v1_0_0 (URL)