An Introduction to Semantic Video Analysis
This technique calculates the sentiment orientations of the whole document or set of sentence from semantic orientation of lexicons. The dictionary of lexicons can be created manually as well as automatically generated. First of all, lexicons are found from the whole document and then WorldNet or any other kind of online thesaurus can be used