An Epistemic Position-Based Click Model: From Interactions to Epistemic Distributions of Relevance and Bias

User interactions with rankings are affected by both items' relevances and display positions. Accordingly, click probabilities are often modeled as a product of relevance and position factors; and for improving recommendation and search, one needs to disentangle relevance from position bias. However...