It is also very hard for human to read all of the aspects and opinions and then select a gold standard subset.
we opt to use indirect measures capturing different characteristics of the aspect selection problem (1) Aspect Coverage (AC): we first assign each aspect A i to the cluster C j that has the most overlapping sentences with A i , approximating the cluster that would come into mind when a reader sees A i .