The simple ap-proach is to define a sentiment score of a given aspect by the weighted sum of opinion scores of all words in the sentence, where the weight is defined by the distance from the aspect (Liu and Zhang, 2012;Pang and Lee, 2008).
they concluded that their model does not successfully predict stock returns.