Estimating the Causal Impact of Recommendation Systems from Observational Data

Amit Sharma, Jake M. Hofman, Duncan J. Watts

Recommendation systems are an increasingly prominent part of the web, accounting for up to a third of all traffic on several of the world's most popular sites. Nevertheless, little…