The invention discloses an AI field control intelligent review management method and
system based on a live broadcast room, and belongs to the technical field of live broadcast room
intelligent management. Collecting interactive data such as bullet screens, comments, gift reward and attention behaviors in a cross-platform manner through a process
automation component, writing the interactive data into a cache layer and a
database in a layered manner, and generating a traceable collection log; performing semantic recognition,
sentiment analysis and violation detection on the interactive data by utilizing a pre-trained
language model, and classifying the interactive data into
positive feedback, question consultation and violation content; generating a standardized lethal reply for the
positive feedback, calling a
large model for question consultation to generate a personalized reply in combination with a
knowledge base, and performing
risk control filtering before reply pushing; based on priority strategy differentiation response interaction, automatic protection is triggered for illegal content, and field control and review links are interlocked and coordinated; feedback data and historical data are collected, and
system parameters are iteratively optimized through
reinforcement learning. According to the method, automatic acquisition, intelligent analysis, precise review and cooperative field control of interaction in the live broadcast room are realized, the interaction
processing efficiency and the content compliance are greatly improved, continuous iterative optimization can be realized, and the multi-platform and multi-scene live broadcast operation requirements are effectively met.