It is clear that the tasks involved in preprocessing content (normalization, POS tagging, and parsing) are clearly in the realm of natural language processing, and so are tasks such as named entity recognition, opinion mining, and event extraction.
the book does not do a good job of distinguishing what new techniques are required due to distinguishing properties of the social media domain.