Strategies for Mitigating Position Bias in Recommendation and Search Systems
Position bias is a common problem in recommendation and search systems, where results are often skewed to favor certain products or services. This can lead to an unfair advantage for certain businesses, and can be detrimental to user experience. Fortunately, there are a number of strategies that can be used to mitigate position bias and ensure that results are fair and unbiased. One of the most effective strategies for mitigating position bias is to use a randomized selection process. This involves randomly selecting a set of results from a larger