Integrating semantic knowledge into Tag-LDA model through cloud model

Semantic Knowledge is usually adding into topic model to improve topic coherence. However, it´s hard to judge whether semantic information is related to topic without using complicated lexical characteristics. In this paper, we demonstrate a novel model called Cloud Transformation Model, which can easily judge whether semantic information is related to topic, and integrate semantic information into topic model.