IJCTT-International Journal of Computer Trends and Technology
The proposed system focus on document-level, feature level opinion classification or general domains in conjunction with topic detection and opinion sentiment analysis, based on the semantic label annotation techniques. An additionally ATOM has been suggested. And the proposed system finally identifies whether the semantic orientation of the given text is positive, negative, or neutral. This can detect sentiment and topics simultaneously with active learning paradigm. This proposed system is providing and clustering data from book review domain using weakly supervised, active leaning and unsupervised learning process.