2.1 (ignoring the comparative binary features, and normalizing by the number of features).
for an aspect k, lets represent the feature extracted for the two options by f k 1 and f k 2 (each of length n) then the corresponding 'importance feature' for this aspect = | f k 1 − f k 2 |/n.