Hierarchical viewpoint discovery from tweets using Bayesian modelling.

•A novel Bayesian model for hierarchical viewpoint discovery from tweets.•Phrases with arbitrary length are modelled by a hierarchical Pitman-Yor process.•Approaches for utilizing prior information like lexicons and hashtags are explored.•Experiments are conducted against probabilistic models to show the effectiveness.