Within computational linguistics, the continuous lexical attribute that has received the most attention is undoubtedly the positive-negative spectrum, otherwise known as semantic orientation (SO) or polarity.
in order to proceed with a supervised approach, we need a ranking of a set of words relevant to the lexical attribute that we wish to acquire; this ranking is specific to the attribute in question, so we discuss this in later sections.