  The notion of distortion in social choice problems has been defined to
measure the loss in efficiency -- typically measured by the utilitarian social
welfare, the sum of utilities of the participating agents -- due to having
access only to limited information about the preferences of the agents. We
survey the most significant results of the literature on distortion from the
past 15 years, and highlight important open problems and the most promising
avenues of ongoing and future work.
