Basically, the transition probability between the source text document and its corresponding response text document can be set to 1, assuming that they exhibit the same category.
the transition probability matrix  Where I is an identity matrix of dimension n, containing ones along the diagonal and zeros in all other positions; s M and r M are the transition probability matrixes, calculated using formula (1) in the subgraphs, s G and r G , respectively.