Dynamic aspect extraction is advantageous since it assumes nothing more than a set of relevant reviews for a product and may discover unusual and interesting aspects (e.g., whether a plasma television has protective packaging).
it suffers from the fact that the identified aspects are finegrained, they have to be interpreted post-hoc, and manually mapped to coarse-grained ones.