Probabilistic Retrieval
Goes back to 1960’s (Maron and Kuhns)
Robertson’s “Probabilistic Ranking Principle”
- Retrieved documents should be ranked in decreasing probability that they are relevant to the user’s query.
- How to estimate these probabilities?
- Several methods (Model 1, Model 2, Model 3) with different emphases on how estimates are done.