A device and system for assessing depression tendency

Abstract

The invention discloses a depression tendency evaluation device and system. Wherein, the depression tendency evaluation device includes a processor, which is configured to perform the following steps: receive the emotional test behavior information of the sample user, obtain and mark the depression tendency of the sample user; receive the social interaction network behavior of the sample user when viewing different emotional face images information and eye movement information; extract the social interaction network behavior information and eye movement information features of sample users to form a depression tendency feature set; train a classification model according to the depression tendency feature set and depression tendency; the classification model includes a basic model connected in series layer and a meta-model layer, the basic model layer includes at least two parallel connection classification sub-models; the meta-model layer includes a classification sub-model; the trained classification model is used to evaluate the depression tendency of test users. Combining social interaction network behavior information and eye movement information, it can objectively and accurately evaluate depression tendency under the premise of ensuring personal privacy.

Description

technical field [0001] The invention belongs to the field of data processing, and in particular relates to a depression tendency evaluation device and system. Background technique [0002] The main manifestations of depression tendency are long-term depression, memory loss, concentration loss, changes in appetite and sleep, etc., and severe manifestations are suicide. [0003] At present, the main evaluation method for depression tendency is the mental health self-examination form combined with consultation with psychological experts, but this method is easily affected by subjective factors such as psychological experts, and lacks objectivity and scientificity. Since depression tends to have a serious impact on oneself and society, and there are certain problems in the evaluation method of depression tendencies, there is an urgent need for a device and system that can objectively and accurately evaluate depression tendencies under the premise of ensuring personal privacy. ...

AI Technical Summary

Problems solved by technology

[0003] At present, the main evaluation method of depression tendency is the mental health self-examination form combined with the consultation of psychological experts, but this method is easily affected by subjective factors such as psychological experts, and lacks objectivity and scientificity

Due to the serious impact of depression tendency on oneself and society, and there are certain problems in the evaluation method of depression tendency, there is an urgent need for a device and system that can objectively and accurately evaluate depression tendency under the premise of ensuring personal privacy

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