Empirical Sentiment Classification Using Psychological Emotions and Social Web Data

The studies of opinion mining or sentiment analysis have been the focus with social web proliferation. Sentiment analysis requires sentiment resources to decide its polarity. In the existing sentiment analysis, they have been built resources de-signed with intensity of sentiment polarity and decided polarity of opinion using the ones. In this paper, I will present senti-ment categories for not only polarity of opinion but also the basis of positive/negative opinion. I will define psychological emotions to primary sentiments for the reasonable classification. And I will extract the informations of sentiment from social web texts for the actual distribution of sentiments in social web. Re-classifying primary sentiments based on extracted sen-timent information, I will organize sentiment categories for the social web. In this paper, I will present 23 categories of sen