Direct broadcasting room natural flow index optimization improvement strategy calculation method

A live broadcast room natural flow index optimization promotion strategy calculation method comprises the following steps: obtaining historical data of a live broadcast room, and screening out a natural flow live broadcast room; training a one-dimensional convolutional neural network model based on the historical data and whether the live broadcasting room carries out stream pushing; calculating an optimization proportion range of each index; training a generative adversarial network based on the natural flow data indexes, the trained one-dimensional convolutional neural network model and an optimizable proportion range of each index; and based on the trained one-dimensional convolutional neural network model and the trained generative adversarial network model, outputting a natural flow index improvement strategy for obtaining a push flow in the current live broadcast room. The method provided by the invention can overcome the difficulty that the traditional live broadcast operation technology cannot accurat