Publications

Data for Social Good

2016
2015
  • Khan, M., Manoj, J., Singh, A., & Blumenstock, J. E. (2015). Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Customer Defection and Loyalty. In 2015 IEEE International Congress on Big Data (Big Data ‘15).

  • Blumenstock, J. E., Cadamuro, G., & On, R. (2015). Feature Engineering with Deterministic Finite Automata. In The 29th Annual Conference on Neural Information Processing Systems (NIPS ‘15), Workshop on Networks in the Social and Information Sciences.

  • Blumenstock, J. E., Cadamuro, G., & On, R. (2015). Predicting Poverty and Wealth from Mobile Phone Metadata. In Science, 350 (6264) , 1073-1076.

  • Blumenstock, J. E., Callen, M., Ghani, T., & Koepke, L. (2015). Promises and Pitfalls of Mobile Money in Afghanistan: Evidence from a Randomized Control Trial. In The 7th IEEE/ACM International Conference on Information and Communication Technologies and Development (ICTD '15).

  • Blumenstock, J. E., & Keleher, N. (2015). The Price Is Right? Statistical evaluation of a crowdsourced market information system in Liberia. In The 5th Annual ACM Symposium on Computing for Development (DEV ’15).

2014
2013
2012
2011
2010
2008