Information identification method, device and equipment and computer readable storage medium

The invention discloses an information identification method, device and equipment and a computer readable storage medium, and the method comprises the steps: obtaining to-be-processed information, carrying out the separation processing of the to-be-processed information, and obtaining text data and link data; performing feature extraction on the text data and the link data to obtain corresponding text features and link features; determining similarity attribute information of the link data based on the link data and a pre-constructed link knowledge base; the recognition result of the to-be-processed information is determined based on the text features, the link features and the similarity attribute information, feature extraction can be carried out on the text data and the link data of the to-be-processed information based on the end-to-end thought, then fusion is carried out to obtain the recognition result, the recognition process is simplified, and the recognition efficiency is improved. And the universal