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Moving from big data and machine learning to smart data and causal modelling: a simple example from consumer research and marketing
(2015-05-05)
Provides a simple illustration of why the "pure machine learning from big data" approach is inevitably inadequate without expert judgement. Uses a causal Bayesian network