/foursquare-check-in-prediction

Predict check-ins on Foursquare.

Primary LanguageJupyter Notebook

Foursquare Check-in Prediction

Predict new check-ins on Foursquare using collaborative filtering.

Instructions

  1. Download Dingqi Yang's 'User Profile Dataset' and 'Global-scale Check-in Dataset with User Social Networks' here and place them in the directory of this repository.
  2. Run Processing.ipynb to generate gender-checkins-complete.csv (a subset of the check-in dataset).
  3. Run Memory-Based CF.ipynb or matrix_factorization.ipynb to predict check-ins.