Sensitive information base construction method and device based on machine learning and computer readable storage medium

The invention provides a sensitive information base construction method and device based on machine learning and a computer readable storage medium, and belongs to the technical field of information construction. According to the method provided by the embodiment of the invention, original information is collected, and the original information is preprocessed to obtain text information; performing first recognition processing on the text information based on a configured rule strategy to discriminate violation information in the text information, performing model convergence training on the discriminated violation information by using a trained machine learning model, and storing violation videos, audios, subtitles and related annotations or links, by means of the sensitive information base construction device based on machine learning, film and television content sensitive information base establishment and expansion services can be provided for content producers and content operators, and the problems that