Identifying Expertise to Extract the Wisdom of Crowds

A new measure of contribution is proposed to assess the judges' performance relative to the group and positive contributors are used to build a weighting model for aggregating forecasts, showing that the model derives its power from identifying experts who consistently outperform the crowd.