Given the Loop-Quantum-Gravity (LQG) non-graph-changing Hamiltonian H[N ], the coherent state expectation value H[N ] admits an semiclassical expansion in 2 p . In this paper, we compute explicitly the expansion of H[N ] on the cubic graph to the linear order in 2 p , when the coherent state is peaked at the homogeneous and isotropic data of cosmology. In our computation, a powerful algorithm is developed to overcome the complexity in computing H[N ] . In particular, some key innovations in our algorithm substantially reduce the computational complexity in the Lorentzian part of H[N ] . In addition, some effects in cosmology from the quantum correction in H[N ] are discussed at the end of this paper.