Recommendation as a Stochastic Sequential Decision Problem

Recommender systems—systems that suggest to users in e-commerce sites items that might interest them—adopt a static view of the recommendation process and treat it as a prediction problem. In an earlier paper, we argued that it is more appropriate to view the ...