Predicting "Design Gaps" in the Market: Deep Consumer Choice Models under Probabilistic Design Constraints

Alex Burnap, John Hauser

Predicting future successful designs and corresponding market opportunity is a fundamental goal of product design firms. There is accordingly a long history of quantitative approac…