Method and device for sensing psychological stress problems

Abstract

The embodiment of the invention provides a cc. The method includes the steps: obtaining a corresponding initial word vector based on text vocabulary and combining an LSTM (Long Short-Term Memory) network layer to obtain a context vector; obtaining a semantic association matrix based on an MHA (Multi-Head Attention) model, and acquiring semantic association degree mapping in combination with a fully connected network layer; generating an attention vector based on semantic association degree mapping and an attention network layer; and combining the context vector and a feedforward fully connected network model, and obtaining a pressure classification vector. The method and device for sensing psychological stress problems use the LSTM network layer, the MHA model, the fully connected networklayer, the attention network layer, and the feedforward fully connected network model to obtain the pressure classification vector, take a large amount of text vocabulary reflecting the psychologicalstate of adolescents as the basis and perform a large amount of data training by a computer to accurately obtain the perceptual results reflecting the psychological stress state of the adolescents, are accurate and effective, and provide a basis for psychological counseling of the adolescents.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of psychological stress perception, and in particular, to a method and device for sensing psychological stress problems. Background technique [0002] With the rapid development of social economy, the pressure of social competition is increasing, and the psychological pressure of young people is also increasing day by day. Because teenagers are generally in adolescence, their psychological state is relatively more fragile, and they are also under psychological pressure from academics, communication, family, emotion, self-cognition and employment. Too much stress can easily lead to mental health problems. When the pressure exceeds the ability to bear and cannot be solved in a timely and effective manner, teenagers are likely to release the pressure by hurting themselves or others, thus embarking on the road of crime . [0003] Aiming at adolescents' psychological stress, the traditiona...

AI Technical Summary

Problems solved by technology

[0004] However, this method cannot detect the psychological stress of adolescents in a timely manner, nor is it universal. It requires professional psychological counselors, and the human investment is too large, and the perception of psychological problems is not effective.

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