Suppose we have an user X item rating matrix A, where the ijth entry is a rating value given by an user to an item. Now, what does the ijth entry of A*A' indicate?
look for variance - covariance matrix. Diagonal entry Aii of AA' is closely related to the variance of the i-th user, while off-diagonal entry Aij to the covariance between users i and j.