REUTERS/Lukas Barth
Stanford University computer science post-doc Julian McAuley and assistant professor Jure Leskovec released a paper in 2013 outlining how our tastes change as we consume more products and gain more expertise.
They theorized that the more experience we have, the more we will like certain products that are less accessible to beginners.
McAuley and Leskovec developed a model to help them separate "expert" users from "beginners" on a given review website. You can read all about it here, but briefly, it takes into account the number of reviews a user has written, and how the user's ratings evolved compared to the rest of the "expert" community (those who have written more than 50 reviews).
In honor of International Beer Day, we are sharing their data for the highest-rated beers by experts on RateBeer, the largest beer-rating website, with more than 3 million beer reviews.