Topic and Sentiment Modelling for Social Media

Abstract

This chapter presents an overview of topic and sentiment analysis approaches, as applied to social media posts (such as on Facebook or Twitter). We outline certain challenges relating to sentiment analysis as a whole that cause it to be a somewhat challenging problem, as well as challenges specific to social media platforms that make both topic and sentiment analysis more challenging than in the usual cases.