1. A generation apparatus for evaluation information, comprising: an acquiring circuit configured to acquire an image to be evaluated; an analyzing circuit configured to analyze the image to be evaluated according to pre-obtained information that includes a pre-established evaluation criteria, the pre-established evaluation criteria being established by statistically analyzing information on preference of an image of at least one user; and a generating circuit configured to generate evaluation information of the image to be evaluated according to an analysis result of the analyzing circuit, wherein the pre-established evaluation criteria corresponds to at least one of a photographing skill of the at least one user or a photographing habit of the at least one user.