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Many important spectral properties of nonnegative matrices have recently been successfully extended to higher order nonnegative tensors based on the H-eigenvalues introduced by Qi.The main purpose of this talk is to reveal some similarities as well as differences between the Z-eigenvalue and H-eigenvalues of a nonnegative tensor.