Research On The Current Situation And Improvement Countermeasures Of New Media Content Review Under The Background Of Human-machine Integration

The contents moderation of the New Media has been playing an essential role in modern society.With the popularity of the New Media era,there were words,pictures,audio contents and short videos in an illegal and unethical manner frequently,which would challenge the healthy Internet environment and violate social order.Therefore,it would be a hard and enormous task for contents moderation of the New Media.Targeted at the highlighted problems,such as pornographic,violent and terrorist contents,the mainstream New Media companies would tap into the artificial intelligence technology to intercept them,which would enhance the audit efficiency and accuracy.Nowadays,machine moderation and manual moderation were be used in the New Media field.Based on the artificial intelligence technology,manual moderation and machine moderation were used by the contents moderation companies and machine moderation could recognize words,pictures,audio contents and short videos by virtue of computer vision and natural language processing technology.However,manual moderation did well in the quick response advantage and a better logical thinking mode in handling the uncertain contents machine moderation could not deal with.Nevertheless,manual moderation and machine moderation still had obvious problems.For example,machine moderation could not deal with the complex recognition patterns and manual moderation was challenged by many prospects.Hence,it should be improved from management,technology,rules and regulation so that manual moderation and machine moderation could be better used in realistic environment.