criticker.com does exactly this by normalizing individual user ratings into percentiles and calculating a "Taste Compatibility Index", floating those users whos

criticker.com does exactly this by normalizing individual user ratings into percentiles and calculating a "Taste Compatibility Index", floating those users whose ratings are closest aligned with yours to the top (and their highest-rated movies). In my case, the resulting predicted score for most movies is close to 80% accurate. Highly recommended site. https://www.criticker.com/ https://www.criticker.com/