Method and device for generating influence prediction information, equipment and storage medium

Abstract

The invention discloses an influence prediction information generation method and device, equipment and a storage medium, and the method comprises the steps: obtaining historical information of a past development track of parent-child interaction, and obtaining a past development state; acquiring features of past parent-child interaction behaviors to obtain past parent-child interaction features; constructing an influence prediction model according to the past development state and the past parent-child interaction characteristics; obtaining parent-child interaction behaviors and child development indexes input by the user; estimating model parameters influencing the prediction model by minimizing the sum of squares of prediction errors; determining an autoregression term order and a moving average term order according to a model selection criterion; and inputting the parent-child interaction behavior input by the user, the child development index, the model parameter, the autoregression item order and the moving average item order into the influence prediction model to obtain interaction influence prediction information. According to the method, the influence prediction model is constructed, so that the long-term influence of the interactive behavior on the development of children can be predicted, and parents are helped to make more intelligent education decisions.

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