Key Takeway

Consumer complaints can help identify defects to pre-empt or recover from product recalls, but small numbers and lack of annotation can make it difficult for companies or regulators to analyze such data. An extension of a nonparametric Bayesian modeling technique can handle large amounts of structured and unstructured data to meet this need.