Your 2 is My 1, Your 3 is My 9: Handling Arbitrary Miscalibrations in Ratings.

adaptive agents and multi-agents systems, (2019)

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Abstract

Cardinal scores (numeric ratings) collected from people are well known to suffer from miscalibrations. A popular approach to address this issue is to assume simplistic models of miscalibration (such as linear biases) to de-bias the scores. This approach, however, often fares poorly because peopleu0027s miscalibrations are typically far mo...More

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