With the constantly growing number of reviews and other sentiment-bearing texts on Web, demand for automatic sentiment analysis algorithms continues to expand. Aspect-based classification (ABSC) allows extraction highly fine-grained information from text documents or sentences. In this survey, rapidly evolving state research ABSC is reviewed. A novel taxonomy proposed that categorizes models in...