How Orbitz tackled the long tail problem in online marketing optimisation

Abstract

Online search generally follows power law and shows a long tail distribution. With powerful search engine technology consumers are very specifi c when searching for their products. Thus the long tail cannot be ignored and in fact largely determines the success of online marketing campaigns. This paper describes how Orbitz developed the statistical models, Bayesian approach and ensemble model to tackle the long tail problem.