Abstract: Existing models on document relationship analysis have a difficulty in learning document correlation from topic level. To overcome this difficulty, a topic-based probabilistic document correlation model （TPDC） was proposed. The model learns the topic stru

Key words: Topic, Topic similarity,Document correlation,Text mining