However, if the overall sentiment is computed by considering only the number of semantically identical phrases in the reviews, it misses the big picture.
when opinions regarding attributes are described with respect to expressions whose polarities are dependent on the specific contexts such as the weather or user preference, an overestimated or underestimated weight of the sentiment for each attribute may be assigned.