An analysis of cognitive change in online mental health communities: A textual data analysis based on post replies of support seekers

•We propose a novel model for cognitive change recognition from reply posts.•We propose a Chinese dataset for cognitive change recognition.•We consider both text information and graphic emotional information.•The proposed method outperforms the baselines and the dictionary-based method.