The eigenvalue decomposition of B now incorporates this extra term information provided in D 1 , and the eigenvectors show stronger correspondence between those terms indicated.
this information may be encoded in the diagonal block D 1 by replacing zeroes in the cells for (house, maison) and its symmetric entry with some nonzero value indicating the strength of association for the two terms.