6, the conditional probability for the k-th word feature towards the j-th aspect or sentiment p is a monotone function of W k j , the (k, j)-th entry of the optimal weight matrix.
the optimal weight matrix of this RBM model can directly reflect individual word features toward aspects and sentiment.