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Psychological Emotion Analysis System for special needs children Based on Neural Network

Journal of Electronic Research and Application 2023年第2期7卷 12-19页

作者： Zhixian Piao UWC Changshu China Changshu 215500Jiangsu ProvinceChina

With the development of modern society and the improvement of living standards,care for special needs children has been increasingly highlighted,and numerous corresponding measures such as welfare homes,special education schools,and youth care centers have *** to the lack of systematic emotional companionship,the mental health of special needs children are bound to be ***,emotional education,analysis,and evaluation are mostly done by psychologists and emotional analysts,and these measures are ***,many researchers at home and abroad have focused on the solution of psychological issues and the psychological assessment and emotional analysis of such children in their daily *** this paper,a special children’s psychological emotional analysis based on neural network is proposed,where the system sends the voice information to a cloud platform through intelligent wearable *** ensure that the data collected are valid,a series of pretreatments such as Chinese word segmentation,de-emphasis,and so on are put into the neural network *** model is based on the further research of transfer learning and Bi-GRU model,which can meet the needs of Chinese text sentiment *** completion rate of the final model test has reached 97%,which means that it is ready for ***,a web page is designed,which can evaluate and detect abnormal psychological state,and at the same time,a personal emotion database can also be established.

关键词： Deep learning special needs children Psychological emotion Analysis system

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