CN111599441B - Rapid psychological adjustment intelligent system based on deep learning - Google Patents
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Abstract
The invention relates to a rapid psychological adjustment intelligent system based on deep learning, and belongs to the technical field of intelligence. The system comprises: the system comprises a client and a server connected with the client through a network, wherein the client is provided with: the system comprises a login module, a stress scale module, a therapist summary module and a help seeker summary module. The eye movement desensitization treatment system comprises an eye movement desensitization treatment module, a curative effect evaluation module and an online printing module, wherein the server side is provided with a data storage module. According to the embodiment of the invention, the client and the server which are connected through the network are arranged, the eye movement desensitization psychological consultation treatment scheme is stored in the server, the problem input interface is arranged at the client, and the semantic function module is used for searching and calling the corresponding eye movement desensitization treatment scheme at the server, so that the whole psychological consultation treatment process of the client is autonomous and intelligent, the consultation treatment process is autonomously controlled by the user, and the treatment process is simple, intelligent and easy to operate.
Description
Technical Field
The invention belongs to the technical field of intelligence, and relates to a rapid psychological adjustment intelligent system based on deep learning.
Background
At least one quarter of the life of an individual is moderately wounded, and the probability of psychological trauma is increased. Particularly, psychological trauma of the concerned is not negligible along with the occurrence of natural disasters, major accidents, network violence and other events. Especially, the unpredictability, irresistibility and the resulting devastating consequences of a major disaster inflict serious psychological trauma on the victim. Research shows that the incidence rate of mental disorders after major disasters is 10-20%, and general mental stress disorders are more common. The commonly used psychological intervention method for network and telephone stress comprises the following steps: respiratory regulation, language complaints, self-landing techniques, five-finger thank. However, the implementation and judgment criteria of the method are mainly based on the subjective feeling of the operator, and the psychological operator is required to demonstrate and guide the implementation on site in the field, and scientific data guidance and personalized guidance are lacked.
Among them, eye Movement Desensitization Reprocessing (EMDR) is a psychological treatment method with better experimental basis and clinical effect, which can help people to get cure from the troubled life events and alleviate the disturbance of symptoms and mood. The EMDR founder developed a research and practice from a simple technique to an integrated treatment method with a strict operation procedure and further developed from an initial eye movement to a form of applying bilateral attention stimulation in the form of tone, handclap, etc. However, the current method is mainly based on subjective evaluation of an operator, and an objective basis based on quantification of psychological helpers is lacked, so that the method is difficult to embody the criterion of accurate psychological treatment. The invention develops a mode mainly based on tones and guide signals based on the flexibility of deep learning by taking a smart phone as a carrier and the size design of a screen, and fully pays attention to the convenience of psychological helpers and the personalized psychotherapy requirements.
Disclosure of Invention
In view of the above, the present invention provides an intelligent system for fast psychology adjustment based on deep learning.
In order to achieve the purpose, the invention provides the following technical scheme:
a fast mental adjustment intelligence system based on deep learning, the system comprising:
a client;
the server side is in communication connection with the client side;
the client comprises:
the login module is used for registering, registering user login or non-registering user login and sending account information of the user to the data storage module of the server side;
the basic information module is used for acquiring basic information of a user, generating keywords according to psychological problem data and sending the keywords to the search module of the server side so as to acquire an accurate psychological scale corresponding to the keywords;
the psychological trauma scale module is used for screening and analyzing the psychological trauma scores of the users and sending the psychological trauma scores to the data storage module of the server side;
the trauma psychological adjusting module is used for scoring according to the psychological scale and helping a psychological consultant or a user to jointly make a belief synthesizing module; according to the psychological adjustment step of eye movement desensitization reprocessing, implementing a relaxation link of the body mainly comprising head, shoulder, arm, chest, abdomen, pelvic cavity and leg part scanning and self abdominal breathing; setting self-help guide and program guide modes;
the eye movement desensitization treatment module is used for autonomously setting eye movement desensitization treatment steps required by a user and setting a multi-mode guide mode;
the treatment effect evaluation module is used for obtaining eye characteristic points of a user by using a built-in face labeling algorithm after eye movement desensitization treatment so as to obtain a corresponding eye image, obtaining an iris image of an eye by using an image enhancement and adaptive threshold segmentation algorithm, positioning an eye pupil by using a projection integration method and a template matching method, and evaluating the eye movement treatment effect;
and the data storage module is used for storing the basic information of the user, the scheme of psychological consultation and treatment of trauma and the data of eyeball movement and treatment effect.
And the online printing module is used for summarizing psychologists or psychological help seeker users, grading psychological scales and summarizing and outputting eye movement treatment evaluation information.
Optionally, the belief synthesis module includes:
the semantic function module is used for processing the voice information and/or the character information input by the user and generating keywords; or existing words and sentences of the module are synthesized by using the beliefs.
The semantic function module comprises:
the semantic extraction unit is used for generating voice information and/or character information input by a user or extracting the voice information and/or character information from a ready-made belief synthesis module;
and the voice dictation unit is used for converting voice information input by a user into character information.
Optionally, the client is a mobile phone or a computer.
Optionally, the server further includes:
and the scheme input module is used for manual input and expansion of belief implantation.
Optionally, the eye movement desensitization treatment is capable of autonomously selecting a mode and a speed of the eye movement guidance signal.
Optionally, the data in the data storage module is stored in a plurality of databases at the server side.
Optionally, the body scan comprises an autonomous selection mode and a system default mode; the self-selection mode is a mode that the user can determine the scanning part, sequence and pause and relax time according to the self feeling; the default mode of the system is that the system is built-in and fixed, the parts appear sequentially from the head, the shoulder, the arm, the chest, the abdomen, the pelvic cavity to the leg, and the mode of fixed scanning time and fixed relaxation time is adopted.
Optionally, the eye movement is: the moving speed along with the guide signal can be recorded in time, and the numerical value is displayed in real time after calculation for evaluating the eye movement treatment effect.
Optionally, the server includes a base server or a combination of the base server and a cloud server;
the basic server is used for storing eye movement patterns, accurate assessment and treatment scales and belief normal mode data;
the cloud server is used for storing psychological consultation data with large data volume and searching the current popular and fit positive energy language by using the searching module.
Optionally, the efficacy assessment module comprises eye movement accuracy and scale assessment.
The invention has the beneficial effects that: according to the rapid intelligent trauma psychotherapy system provided by the embodiment of the invention, the client and the server which are connected through the network are arranged, the rapid trauma psychotherapy scheme is stored at the server, the problem input interface is arranged at the client and is applied under the guidance of the consultant, the face-to-face manual consultation and treatment with the psychologist are not needed, the consultation and treatment process is autonomously controlled by a user, the treatment process is simple, the treatment effect evaluation is fed back in time, the operation is easy, and the cost is low.
Additional advantages, objects, and features of the invention will be set forth in part in the description which follows and in part will become apparent to those having ordinary skill in the art upon examination of the following or may be learned from practice of the invention. The objectives and other advantages of the invention may be realized and attained by the means of the instrumentalities and combinations particularly pointed out hereinafter.
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For the purposes of promoting a better understanding of the objects, aspects and advantages of the invention, reference will now be made to the following detailed description taken in conjunction with the accompanying drawings in which:
FIG. 1 is a diagram of an implementation environment of a rapid intelligent trauma psychotherapy system according to an embodiment of the present invention;
FIG. 2 is a block diagram of a client-side module of the rapid intelligent trauma psychotherapy system according to an embodiment of the present invention;
fig. 3 is a block diagram of a server-side module of the rapid intelligent trauma psychotherapy system according to an embodiment of the present invention.
Detailed Description
The embodiments of the present invention are described below with reference to specific embodiments, and other advantages and effects of the present invention will be easily understood by those skilled in the art from the disclosure of the present specification. The invention is capable of other and different embodiments and of being practiced or of being carried out in various ways, and its several details are capable of modification in various respects, all without departing from the spirit and scope of the present invention. It should be noted that the drawings provided in the following embodiments are only for illustrating the basic idea of the present invention in a schematic way, and the features in the following embodiments and embodiments may be combined with each other without conflict.
Wherein the showings are for the purpose of illustrating the invention only and not for the purpose of limiting the same, and in which there is shown by way of illustration only and not in the drawings in which there is no intention to limit the invention thereto; for a better explanation of the embodiments of the present invention, some parts of the drawings may be omitted, enlarged or reduced, and do not represent the size of an actual product; it will be understood by those skilled in the art that certain well-known structures in the drawings and descriptions thereof may be omitted.
The same or similar reference numerals in the drawings of the embodiments of the present invention correspond to the same or similar components; in the description of the present invention, it should be understood that if there is an orientation or positional relationship indicated by the terms "upper", "lower", "left", "right", "front", "rear", etc., based on the orientation or positional relationship shown in the drawings, it is only for convenience of description and simplification of description, but it is not intended to indicate or imply that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore the terms describing the positional relationship in the drawings are only used for illustrative purposes and are not to be construed as limiting the present invention, and the specific meaning of the terms described above will be understood by those skilled in the art according to the specific circumstances.
Fig. 1 shows a system environment diagram of a rapid intelligent trauma psychotherapy system provided by an embodiment of the present invention, where the system includes a client 1 and a server 2 connected to the client 1 through a network, and in the embodiment of the present invention, the client 1 is disposed in an intelligent device such as a smart phone or a tablet computer of a user in the form of APP, where the intelligent device can run APP or dedicated software. After downloading and installing the client APP or the special software, the user can log in and perform online consultation of a psychological consultation treatment scheme and perform corresponding treatment on the client, and the server 2 stores the psychological consultation treatment scheme and data required or generated by the APP or the software in the operation process. In the embodiment of the invention, the data of the server end 2 is stored in the server by the database, the database can be at least one or can be divided into a plurality of databases according to the category of the data, the number of the servers of the server end is at least one, in the embodiment of the invention, two server ends are arranged, one of the two server ends is a basic server, most psychological consultation treatment schemes are stored, the other server is a cloud server, the cloud server is equivalent to the supplement of the basic server, when a proper scheme is not searched in the basic server, the searching is carried out in the cloud server, the cloud server stores the big data of the psychological consultation treatment schemes, and the big data analysis and statistics can be carried out on the psychological consultation treatment data of clients.
Referring to fig. 2, fig. 2 is a block diagram of a client of the rapid intelligent trauma psychotherapy system according to an embodiment of the present invention, specifically, the client 1 includes:
the login module 11 is used for registering, registering or non-registering users and sending account information of the users to the data storage module of the server side, the login module registers for the users using the system for the first time or provides ports of the login system for the non-registering users (tourist users), when the non-registering users log in, the login module is written into a tourist list and is distinguished by using the unique identification codes of the mobile phones of the non-registering users, the non-registering users can use all functions of the system, but the data of the non-registering users in the system is lost after the mobile phones are replaced; the non-registered user can be registered and converted into a registered user at any time;
the stress scale module 12 is used for acquiring trauma psychological scale introduction data stored by the server and displaying the trauma psychological scale introduction data to a user, wherein the basic scheme introduction data comprises the use requirements and evaluation rules of the trauma psychological scale;
and the belief synthesis module 13 is configured to obtain psychological problem data input by a user, generate keywords according to the psychological problem data, and send the keywords to the search module at the server side to obtain at least one keyword corresponding to the keyword, wherein the keyword is used for scoring according to the psychological scale to help a psychological consultant or author to jointly make a belief implantation language book. And simultaneously, according to the mental adjustment step, implementing the links of body scanning and self-relaxation. Setting self-help guiding and program guiding modes at the same time;
the eye movement desensitization treatment module 14 is used for recording and displaying all psychological problem data of a user and psychological consultation treatment scheme data corresponding to the psychological problem data, generating cardiac course recording data and sending the cardiac course recording data to a data storage module of a server end;
the efficacy assessment module 15 is used for facilitating video positioning of eye positions and selection of adaptive guide signal speed and direction according to personal preferences of users, and is also used for body desensitization and self-relaxation of users according to treatment steps.
And the online printing module 16 is used for summarizing and presenting information such as psychologist or psychological help seeker user summary, psychological scale scoring, eye movement treatment evaluation and the like. Sending the implementation data to a data storage module of a server side;
in the embodiment of the present invention, the trauma psychological assessment and adjustment module 13 is provided with a semantic function module 131 for processing the voice information and/or text information input by the user and generating keywords;
the semantic function module 131 includes:
a semantic extraction unit 1312, configured to perform keyword extraction on the voice information and/or text information input by the user;
the voice dictation unit 1313 is used for converting voice information input by the user into text information, so that psychological needs of the help seeker are more intelligent in the consultation process, and server search and the consultant can extract corresponding belief language records conveniently.
In the embodiment of the invention, the cardiac course module displays the recorded data of the cardiac course according to the time sequence, so that a user can conveniently and flexibly inquire the psychological state of each stage in the whole data process.
In the embodiment of the present invention, the therapist summarizing module 1314 and the seeker summarizing module 1315 of the psychological help-seeking user are used for feeding back and processing the psychological consultation treatment summarization of the therapist or the psychological help-seeking user, so as to facilitate the remark of the psychological therapist and the self psychological review of the user, and further refine the psychological self-seeking and treatment process.
With reference to fig. 3, a block diagram of a server side of the rapid intelligent trauma psychotherapy system provided by the embodiment of the present invention is shown, where the server side 2 is provided with a data storage module 2;
the data storage module 2 is used for storing the basic information of the user, psychological scale evaluation data, account data, eye movement desensitization reprocessing and evaluation data, a belief language record, user self psychological summary and remark history record data of a psychologist and scheme implementation record data sent by the scheme implementation module, wherein the account data, the eye movement desensitization reprocessing and evaluation data, the belief language record, the user self psychological summary and the remark history record data are sent by the user self psychological scale evaluation data;
the search module 21 is configured to search a database at the server side according to the keyword sent by the intelligent question-answering module;
matching and searching are carried out, and belief or positive energy language book data corresponding to the keywords are obtained;
a basic data module 22 for storing the basic information of the user, the scheme of psychological consultation and treatment of trauma and the data of eyeball movement;
in the embodiment of the invention, the search module of the server supports independent keyword search, multi-keyword combination search and keyword weight search, so that the search mode is diversified, and a user can conveniently obtain the most appropriate belief or positive energy language book.
In the embodiment of the invention, the server end is further provided with an expansion module 23 for manually inputting and expanding the mental quantity table and the belief language table, so that the mental evaluation and treatment scheme of the server end is continuously perfected.
In the embodiment of the invention, the data in the server-side data storage module is stored in a plurality of databases at the server side.
As an embodiment of the present invention, the server side includes a base server or a combination of a base service and a cloud server;
the basic server is used for eye movement desensitization reprocessing and conventional psychological consultation treatment schemes;
the cloud server is used for storing psychological consultation treatment schemes of the using system for reference, when the psychological consultation treatment schemes cannot be searched by the basic server through the searching module, the searching module automatically enters the cloud server to search, and meanwhile, the cloud server can analyze and count consulting treatment data of the whole system.
According to the rapid intelligent trauma psychological treatment system provided by the embodiment of the invention, the client and the server which are connected through the network are arranged, the accurate psychological consultation treatment scheme is stored at the server, the problem input interface is arranged at the client, and the corresponding belief language record is searched and called at the server through the semantic function module, so that the whole psychological consultation treatment process of a client is intelligent, manual consultation treatment in a face-to-face manner with a psychological consultant is not needed, the consultation treatment process is autonomously controlled by a user, and the treatment process is simple, intelligent and easy to operate.
Finally, the above embodiments are only intended to illustrate the technical solutions of the present invention and not to limit the present invention, and although the present invention has been described in detail with reference to the preferred embodiments, it will be understood by those skilled in the art that modifications or equivalent substitutions may be made on the technical solutions of the present invention without departing from the spirit and scope of the technical solutions, and all of them should be covered by the claims of the present invention.
Claims (10)
1. A quick psychological adjustment intelligent system based on deep learning is characterized in that: the system comprises:
a client;
the server side is in communication connection with the client side;
the client comprises:
the login module is used for registering, registering a registered user or non-registered user and sending the account information of the user to the data storage module of the server side;
the basic information module is used for acquiring basic information of a user, generating keywords according to psychological problem data and sending the keywords to the search module of the server side so as to acquire an accurate psychological scale corresponding to the keywords;
the psychological trauma scale module is used for screening and analyzing the psychological trauma scores of the users and sending the psychological trauma scores to the data storage module of the server;
the trauma psychological adjusting module is used for scoring according to the psychological scale and helping a psychological consultant or a user to jointly make a belief synthesizing module; according to the psychological adjustment step of eye movement desensitization reprocessing, implementing a relaxation link of the body mainly comprising head, shoulder, arm, chest, abdomen, pelvic cavity and leg part scanning and self abdominal breathing; setting self-help guide and program guide modes;
the eye movement desensitization treatment module is used for autonomously setting eye movement desensitization treatment steps required by a user and setting a multi-mode guide mode;
the treatment effect evaluation module is used for obtaining eye characteristic points of a user by using a built-in face labeling algorithm after eye movement desensitization treatment so as to obtain a corresponding eye image, obtaining an iris image of an eye by using an image enhancement and adaptive threshold segmentation algorithm, positioning an eye pupil by using a projection integration method and a template matching method, and evaluating the eye movement treatment effect;
the data storage module is used for storing basic information of a user, a scheme of psychological consultation and treatment of trauma and data of eyeball movement and treatment effect;
and the online printing module is used for summarizing psychologists or psychological help seeker users, grading psychological scales and summarizing and outputting eye movement treatment evaluation information.
2. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: the belief synthesis module comprises:
the semantic function module is used for processing the voice information and/or the character information input by the user and generating keywords; or existing words and sentences of the belief synthesis module are utilized;
the semantic function module comprises:
the semantic extraction unit is used for generating voice information and/or character information input by a user or extracting the voice information and/or character information from a ready-made belief synthesis module;
and the voice dictation unit is used for converting voice information input by a user into character information.
3. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: the client is a mobile phone or a computer.
4. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: the server side further comprises:
and the scheme input module is used for manual input and belief implantation expansion.
5. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: the eye desensitization therapy is capable of autonomously selecting a mode and a speed of an eye movement guidance signal.
6. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: and the data in the data storage module is stored in a plurality of databases at the server side.
7. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: the body scan comprises an autonomous selection mode and a system default mode; the self-selection mode is a mode that the user can determine the scanning part, sequence and pause and relax time according to the self feeling; the default mode of the system is that the system is built-in and fixed, the parts appear sequentially from the head, the shoulder, the arm, the chest, the abdomen, the pelvic cavity to the leg, and the mode of fixed scanning time and fixed relaxation time is adopted.
8. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: the eyeball motion is as follows: the moving speed along with the guide signal can be recorded in time, and the numerical value is displayed in real time after calculation for evaluating the eye movement treatment effect.
9. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: the server side comprises a basic server or a combination of the basic server and a cloud server;
the basic server is used for storing eye movement patterns, accurate assessment and treatment scales and belief normal mode data;
the cloud server is used for storing psychological consultation data with large data volume and searching the current popular and fit positive energy language by using the searching module.
10. The intelligent system for fast psychological adjustment based on deep learning according to claim 1, wherein: the curative effect evaluation module comprises eye movement correct rate, eye movement and guide target delay time and scale evaluation.
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| CN112402767B (en) * | 2020-11-18 | 2022-06-21 | 苏州中科先进技术研究院有限公司 | Eye movement desensitization reprocessing intervention system and eye movement desensitization reprocessing intervention method |
| CN114407530A (en) * | 2021-12-20 | 2022-04-29 | 福建迦百农信息技术有限公司 | Big data analysis type spouts a yard analysis appearance based on meta-learning |
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