Personalized traditional Chinese medicine health preserving scheme recommendation method and device, medium, equipment and product
By analyzing the user's physical fitness information and characteristic information, determining his physical fitness type, and recommending personalized solutions from the health plan quantitative table, the problem of inability to provide personalized health plan suggestions in the existing technology is solved, and an intelligent health plan recommendation is realized.
Patent Information
- Application Number
- CN202510313608.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-03-17
- Publication Date
- 2025-06-13
AI Technical Summary
The prior art is difficult to provide personalized traditional Chinese medicine health care solutions, cannot provide appropriate health care suggestions based on the specific physical condition of the user, and it depends on manual and personal experience.
By obtaining the user's physical condition information and characteristic information, combining the analysis of tongue, facial, pulse and palm images, the user's physical condition type is determined, and the personalized health plan is found from the health plan quantification table based on the physical condition type to recommend it.
It realizes intelligent recommendation of personalized traditional Chinese medicine health care solutions, provides appropriate and reliable health care suggestions, improves the intelligence of recommendations, and reduces manual participation.
Smart Images

Figure CN120148772A_ABST
Abstract
Description
Technical Field
[0001] This application relates to the technical field of traditional Chinese medicine data recommendation. Specifically, it relates to a method, device, medium, equipment, and product for recommending personalized traditional Chinese medicine health preservation plans. Background Art
[0002] With the continuous enhancement of people's awareness of health preservation, the demand for scientific and reasonable health preservation plans has also increased accordingly. At present, users can obtain health preservation suggestions suitable for the public through online public information queries; or traditional Chinese medicine practitioners can analyze the physical condition of users through the four diagnostic methods of traditional Chinese medicine and personal experience offline to formulate health preservation plans for users. However, different users have different physiques. Through online queries, it is impossible to obtain truly suitable health preservation suggestions for the users themselves; while through offline traditional Chinese medicine four diagnostic methods, it can only rely on manual work and personal experience.
[0003] Therefore, how to provide a technical solution for a method of recommending personalized traditional Chinese medicine health preservation plans with a relatively high degree of intelligence has become an urgent technical problem to be solved. Summary of the Invention
[0004] Some embodiments of this application aim to provide a method, device, medium, equipment, and product for recommending personalized traditional Chinese medicine health preservation plans. Through the technical solutions of the embodiments of this application, intelligent recommendation of personalized traditional Chinese medicine health preservation plans can be realized for different users, and the reliability is relatively high.
[0005] In a first aspect, some embodiments of this application provide a method for recommending personalized traditional Chinese medicine health preservation plans, including: obtaining the physique type of a user based on the user's physique information and user characteristic information; wherein, the user characteristic information includes: tongue image information, facial image information, pulse image information, or palm image information; obtaining a personalized health preservation plan for the user according to the physique type, and recommending the personalized health preservation plan to the user.
[0006] Some embodiments of this application determine the physique type of a user through the user's physique information and user characteristic information, determine a suitable personalized health preservation plan for the user according to the physique type, and recommend it to the user. Some embodiments of this application can realize intelligent recommendation of personalized traditional Chinese medicine health preservation plans for different users, provide suitable and reliable health preservation suggestions for users, and do not require manual participation, with a relatively high degree of intelligence.
[0007] In some embodiments, before obtaining the physique type of the user based on the user's physique information and user characteristic information, the method further includes: obtaining the user's physique information; obtaining the characteristic images of the user collected by a tongue-surface-pulse-palm acquisition device, wherein the characteristic images include: tongue images, facial images, pulse images, or palm images; analyzing the characteristic images to obtain the user characteristic information.
[0008] Some embodiments of the present application provide effective data support for accurately determining the physical constitution type of a user by obtaining the user's physical constitution information and determining the user's characteristic information through the collected characteristic images of the user.
[0009] In some embodiments, the obtaining of the user's physical constitution information includes: presenting a physical constitution questionnaire matching the user; obtaining the answers to each question in the physical constitution questionnaire; calculating the answers to the questions according to a preset weight rule to obtain a user physical constitution score; and determining the user's physical constitution information matching the user physical constitution score based on a physical constitution determination standard table, where the physical constitution determination standard table includes the corresponding relationship between the physical constitution score and the physical constitution information.
[0010] Some embodiments of the present application obtain the answers to the questions by having the user answer the physical constitution questionnaire, score the answers to the questions to obtain a user physical constitution score, and then combine it with the physical constitution determination standard table to obtain the user's physical constitution information, thereby enabling accurate analysis of the user's physical constitution.
[0011] In some embodiments, the obtaining of the user's physical constitution information includes: obtaining the user's physical constitution information in response to an operation instruction of the user or a doctor.
[0012] Some embodiments of the present application can quickly understand the relevant physical constitution situation of the user by the user or the doctor inputting the relevant user's physical constitution information.
[0013] In some embodiments, the obtaining of the user's physical constitution type based on the user's physical constitution information and user characteristic information includes: analyzing the user's characteristic information to determine user physical constitution data; and adjusting the user's physical constitution information using the user's physical constitution data to determine the physical constitution type.
[0014] Some embodiments of the present application analyze the user's characteristic information to obtain the user's physical constitution data, and then adjust the user's physical constitution information based on this to obtain the physical constitution type, thereby achieving accurate determination of the user's physical constitution type.
[0015] In some embodiments, the obtaining of the personalized health preservation plan for the user according to the physical constitution type includes: searching for the personalized health preservation plan for the physical constitution type from a health preservation plan quantification table, where the health preservation plan quantification table includes the health preservation plans corresponding to each physical constitution type among multiple physical constitution types.
[0016] Some embodiments of the present application can obtain a personalized health preservation plan suitable for the user through the health preservation plan quantification table, without manual participation and with a relatively high degree of intelligence.
[0017] In a second aspect, some embodiments of the present application provide a device for recommending personalized traditional Chinese medicine health preservation plans, including: a constitution determination module configured to obtain the constitution type of a user based on the user's constitution information and user characteristic information; wherein, the user characteristic information includes: tongue image information, facial information, pulse condition information, or palm information; and a plan recommendation module configured to obtain a personalized health preservation plan for the user according to the constitution type and recommend the personalized health preservation plan to the user.
[0018] In a third aspect, some embodiments of the present application provide a computer-readable storage medium having a computer program stored thereon, and when the program is executed by a processor, the method described in any one of the embodiments of the first aspect can be implemented.
[0019] In a fourth aspect, some embodiments of the present application provide an electronic device, including a memory, a processor, and a computer program stored on the memory and executable on the processor, wherein when the processor executes the program, the method described in any one of the embodiments of the first aspect can be implemented.
[0020] In a fifth aspect, some embodiments of the present application provide a computer program product, the computer program product including a computer program, wherein when the computer program is executed by a processor, the method described in any one of the embodiments of the first aspect can be implemented. Description of the Drawings
[0021] To more clearly illustrate the technical solutions of some embodiments of the present application, the drawings required for use in some embodiments of the present application will be briefly introduced below. It should be understood that the following drawings only show certain embodiments of the present application and should not be regarded as limiting the scope. For those of ordinary skill in the art, other related drawings can be obtained based on these drawings without creative efforts.
[0022] Figure 1 It is a system diagram of the personalized traditional Chinese medicine health preservation plan recommendation provided by some embodiments of the present application;
[0023] Figure 2 It is one of the method flowcharts of the personalized traditional Chinese medicine health preservation plan recommendation provided by some embodiments of the present application;
[0024] Figure 3 It is another method flowchart of the personalized traditional Chinese medicine health preservation plan recommendation provided by some embodiments of the present application;
[0025] Figure 4 It is a block diagram of the composition of the device for recommending the personalized traditional Chinese medicine health preservation plan provided by some embodiments of the present application;
[0026] Figure 5Schematic diagram of an electronic device provided for some embodiments of the present application. Detailed implementation manners
[0027] The technical solutions in some embodiments of the present application will be described below with reference to the accompanying drawings in some embodiments of the present application.
[0028] It should be noted that: similar reference numerals and letters denote similar items in the following drawings. Therefore, once an item is defined in one drawing, it does not need to be further defined and explained in subsequent drawings. At the same time, in the description of the present application, terms such as "first", "second", etc. are only used for differential description and cannot be understood as indicating or implying relative importance.
[0029] In the related art, the traditional Chinese medicine constitution theory divides the constitutions of the population into nine types, namely, balanced constitution, qi-deficiency constitution, yang-deficiency constitution, yin-deficiency constitution, phlegm-dampness constitution, damp-heat constitution, blood stasis constitution, qi stagnation constitution, and special endowment constitution. There are differences in the health preservation plans for different constitution types. Currently, traditional Chinese medicine can actually understand the physical condition of users through offline consultation, determine their constitution types through the four diagnostic methods of traditional Chinese medicine and personal experience, and then provide appropriate health preservation suggestions for users based on personal experience. However, currently, only through offline consultation can a personalized health preservation plan be formulated for users themselves.
[0030] In view of this, some embodiments of the present application provide a method for recommending a personalized traditional Chinese medicine health preservation plan. This method can determine the user's constitution information by means of a questionnaire survey of the user; then determine the user's characteristic information by collecting images of multiple parts of the user; combine the user's constitution information and the user's characteristic information to determine the user's constitution type. Finally, a personalized health preservation plan suitable for the user can be obtained from the system based on the user's constitution type. Some embodiments of the present application can realize the intelligent recommendation of health preservation plans, confirm the constitution type to which different users belong, and then recommend appropriate personalized health preservation plans, with relatively high reliability.
[0031] The following combines the attached Figure 1 Exemplarily expound the overall composition structure of the system for recommending a personalized traditional Chinese medicine health preservation plan provided by some embodiments of the present application.
[0032] Such as Figure 1As shown in the figure, some embodiments of the present application provide a system for recommending personalized traditional Chinese medicine health preservation plans. The system for recommending personalized traditional Chinese medicine health preservation plans includes: a tongue, face, pulse, and palm acquisition device 100 and a terminal 200. The tongue, face, pulse, and palm acquisition device 100 can transmit data to and from the terminal 200. Among them, the tongue, face, pulse, and palm acquisition device 100 is used to collect images of one or more parts of the user's tongue image, face, pulse condition, and palm, obtain characteristic images representing the user's physical condition, and send the characteristic images to the terminal 200. The terminal 200 can perform feature extraction and analysis on the characteristic images to determine the user's constitution data corresponding to the current physical condition of the user. The user can also reply to the constitution questionnaire displayed by the terminal 200 or input their own information directly, so that the terminal 200 can obtain the user's constitution information. Then, the terminal 200 can comprehensively analyze the user's constitution information and the user's constitution data analyzed from the tongue, face, pulse, and palm characteristic images to determine the user's constitution type. Finally, based on the user's constitution type, a personalized health preservation plan suitable for the user is output. Among them, the personalized health preservation plan may include relevant content such as the user's physical condition, traditional Chinese medicine prescription suggestions, doctor's orders, etc.
[0033] In some embodiments of the present application, the terminal 200 can be a mobile terminal or a non-portable computer terminal, and the embodiments of the present application do not make specific limitations here. In addition, if the terminal 200 does not have the ability to extract and analyze the characteristic images, it can also be processed by a server device connected to the terminal 200, and the embodiments of the present application are not limited to this.
[0034] The following combines the attached Figure 2 Exemplarily elaborates the implementation process of the personalized traditional Chinese medicine health preservation plan recommendation executed by the terminal 200 provided by some embodiments of the present application.
[0035] Please refer to the attached Figure 2 , Figure 2 is a flowchart of a method for recommending a personalized traditional Chinese medicine health preservation plan provided by some embodiments of the present application. The method for recommending a personalized traditional Chinese medicine health preservation plan may include:
[0036] S210, obtaining the user's constitution type based on the user's constitution information and user characteristic information; wherein, the user characteristic information includes: tongue image information, face information, pulse condition information, or palm information.
[0037] For example, in some embodiments of the present application, the terminal 200 can comprehensively consider the user's constitution information obtained by the user about themselves and the user characteristic information obtained by analyzing specific parts of the user to accurately determine the constitution type to which the user belongs.
[0038] In some embodiments of the present application, before performing S210, the method for recommending a personalized traditional Chinese medicine health preservation plan may further include:
[0039] S201, obtaining the user's physical constitution information.
[0040] For example, in some embodiments of the present application, first, based on the user's understanding of their own physical condition, the user's physical constitution information is obtained.
[0041] In some embodiments of the present application, S201 may include: presenting a physical constitution questionnaire matching the user; obtaining the answers to each question in the physical constitution questionnaire; calculating the answers to the questions according to a preset weight rule to obtain a user physical constitution score; and determining the user's physical constitution information matching the user physical constitution score based on a physical constitution determination standard table, where the physical constitution determination standard table includes the corresponding relationship between the physical constitution score and the physical constitution information.
[0042] For example, in some embodiments of the present application, the system of the terminal 200 contains one or more sets of physical constitution questionnaires integrated by many doctors after summarizing and generalizing the physical constitution information. Or one or more sets of physical constitution questionnaires generated by an AI large model (such as ChatGPT) after intelligent analysis of physical constitution characteristics.
[0043] In practical applications, all users can share a set of physical constitution questionnaires, or based on the basic information of the user such as gender, age, weight, etc., a physical constitution questionnaire that matches the user's basic information can be selected for the user. The physical constitution questionnaire may contain multiple questions that can reflect the above 9 physical constitution types, such as 60 questions, 30 questions, etc. The embodiments of the present application do not make specific limitations here. For example, all questions related to physical constitution characteristics can be placed in a question bank. After the user enters the answering page, different questions can be randomly selected from the questions to form a set of physical constitution questionnaires, or a preset number of questions can be selected from the questions corresponding to each physical constitution type to form a set of physical constitution questionnaires. Or there are multiple sets of physical constitution questionnaires stored in the questions, and a set suitable for the current user's basic information can be selected from them. It can be understood that there are various ways to determine the physical constitution questionnaire, and the embodiments of the present application are not limited thereto.
[0044] Specifically, the user can perform operations such as selection, input, or voice reply on the terminal 200, so that the terminal 200 can respond to the user's operation to obtain the answers to each question in the physical constitution questionnaire. According to the weight score and calculation method set for each option in each question in the preset weight rule, the user physical constitution scores under different physical constitution types in the physical constitution questionnaire can be obtained. Finally, in combination with the physical constitution determination standard table, the interval to which the user physical constitution score belongs is determined, and the subsequent information matching it is determined. The preset weight rule can be flexibly adjusted according to the actual application situation, and the embodiments of the present application do not make specific limitations here.
[0045] For example, for a certain question under any physical constitution type, there are five options, and the user can make at least one selection. Among them, the weighted scores of these five options are a, 2a, 3a, 4a, and 5a respectively. If the user selects N of these options, the score of this question is the sum of the weighted scores of these N options multiplied by N. After the user finishes answering the physical constitution questionnaire, the user can obtain the comprehensive scores corresponding to the physical constitution questionnaires under these 9 physical constitution types. For example, the basic scores of the 9 physical constitution types are represented as follows: yang deficiency a, balanced b, qi deficiency c, qi stagnation d, damp-heat e, phlegm-dampness f, special endowment g, blood stasis h, and yin deficiency i. If the comprehensive score of a certain user's physical constitution questionnaire is: 12a + 30b + 9c + 9d + 15e + 20f +... + 7i. By transforming the comprehensive score, the user's physical constitution scores under different physical constitution types can be obtained.
[0046] As a specific example, the calculation methods of the conversion scores for different physical constitution types are shown in Table 1:
[0047] Table 1
[0048] Yang deficiency a 100×(Total score - 7a) / (4×7a) Balanced b 100×(Total score - 8b) / (4×8b) Qi deficiency c 100×(Total score - 7c) / (4×7c) Qi stagnation d 100×(Total score - 7d) / (4×7d) Damp-heat e 100×(Total score - 6e) / (4×6e) Phlegm-dampness f 100×(Total score - 8f) / (4×8f) Special endowment g 100×(Total score - 7g) / (4×7g) Blood stasis h 100×(Total score - 7h) / (4×7h) Yin deficiency i 100×(Total score - 8i) / (4×8i)
[0049] For example, the original score of the balanced constitution is 30b (i.e., the total score in Table 1). After calculation, the conversion score of the balanced constitution (i.e., the user's physical constitution score) is 100×(30b - 8b) / (4×8b) = 68.75. The original score of the phlegm-dampness type is 20f. After calculation, the conversion score of the yang deficiency type is 100×(20f - 8f) / (4×8f) = 37.5. It can be seen from the physical constitution determination standard table that when the conversion score of the balanced constitution is greater than or equal to 60, it is considered that the user's physical constitution type is the balanced constitution; when the conversion score of the yang deficiency type is between 30 and 39, it is considered that the user's physical constitution type is inclined to the phlegm-dampness constitution. And so on for the conversion scores under other physical constitution types. By synthesizing the scores of the above various conversion scores, the user's physical constitution type can be determined. For example, after comparison in the physical constitution determination standard table, the conversion scores of the user's other constitutions are all less than 30 and do not contain other physical constitution characteristics, then the user's physical constitution information is: balanced constitution, inclined to phlegm-dampness constitution.
[0050] It should be noted that the physical constitution determination standard table may contain the determination conditions of the conversion scores corresponding to different physical constitution types (i.e., the user's physical constitution scores). By confirming whether the conditions are met, the content included in the user's physical constitution information can be confirmed. For example, the above 9 physical constitution types can be divided into two types of determination standards, namely the peaceful constitution and the biased constitution. Among them, the biased constitution includes: qi deficiency constitution, yang deficiency constitution, yin deficiency constitution, phlegm-dampness constitution, damp-heat constitution, blood stasis constitution, qi stagnation constitution, and special endowment constitution (i.e., the judgment criteria for these 8 types of constitutions are the same). The judgment criterion for whether a user has a peaceful constitution is: if the conversion score of the peaceful constitution is greater than or equal to 60 and the conversion scores of the other 8 constitutions are all less than 30, then the user's physical constitution information is the peaceful constitution; if the conversion score of the peaceful constitution is greater than or equal to 60 and the conversion scores of the other 8 constitutions are all less than 40 and not less than 30, then the user's physical constitution information is basically the peaceful constitution; otherwise, the user does not belong to the peaceful constitution. The judgment criterion for whether a user has a peaceful constitution is: if the conversion score is greater than or equal to 40, then the user has a biased constitution. For example, if the conversion score of the yin deficiency constitution is 50, then the user's physical constitution information is the yin deficiency constitution. If the conversion score is not less than 30 and less than 40, then the user has a tendency to have a biased constitution, that is, the tendency to have a phlegm-dampness constitution mentioned above. If the conversion score is less than 30, then there is no biased constitution. It should be understood that these 8 types, namely qi deficiency constitution, yang deficiency constitution, yin deficiency constitution, phlegm-dampness constitution, damp-heat constitution, blood stasis constitution, qi stagnation constitution, and special endowment constitution, all belong to the biased constitution. Whether the user has one or more of these situations follows the above judgment criteria. After the determination is completed, the user's physical constitution information contains the tendency of the specific physical constitution type to which the user belongs. Different users have different user physical constitution information. For example, a certain user's user physical constitution information is the peaceful constitution, with a tendency to have a blood stasis constitution, etc. Specifically, it can be analyzed according to the specific situation of the user, and the embodiments of the present application are not limited thereto.
[0051] It should be understood that the calculation method of the above conversion score and the content of the physical constitution determination standard table can be adjusted according to the actual situation, and the embodiments of the present application are not limited thereto.
[0052] In some other embodiments of the present application, S201 may include: obtaining the user's physical constitution information in response to an operation instruction of the user or the doctor.
[0053] For example, in some embodiments of the present application, all the physical constitution results judged by the doctor in the system of the terminal 200 can be quantified into data and displayed to the user, and the user can directly select the corresponding user physical constitution information on the terminal 200. Or the doctor can conduct an offline diagnosis on the user and input the user's physical constitution information, or the user can directly input his own user physical constitution information. The embodiments of the present application do not make specific limitations here.
[0054] S202. Obtain the characteristic image of the user collected by the tongue, face, pulse and palm acquisition device. The characteristic image includes: tongue image, face image, pulse image or palm image. Analyze the characteristic image to obtain the user characteristic information.
[0055] For example, in some embodiments of the present application, the tongue, face, pulse and palm acquisition device 100 can collect images of specific parts of the user to obtain characteristic images. Among them, the specific parts can be one or more of the tongue image, face, pulse and palm. Using the tongue, face, pulse and palm AI large model to analyze the characteristic image, the user characteristic information can be obtained.
[0056] It should be noted that different recognition rules are set in the AI big data models of different parts in the above-mentioned tongue, face, pulse and palm AI big model to facilitate obtaining the user characteristic information. For example, for the AI model for recognizing the tongue image, a tongue surface detection rule is deployed inside it. For example, the tongue quality includes classifications such as pale white, light red, red and falling, cyanosis, etc. Through the method of feature point detection, which categories of tongue quality exist can be marked and expressed in the form of text description in the output tongue image information. Correspondingly, corresponding recognition rules are also set inside the AI models corresponding to the face, pulse and palm. The specific recognition rules can be flexibly set according to the following characteristic information to be detected.
[0057] For example, the tongue image information may include, but is not limited to, information about the tongue such as tongue coating, tongue quality, tongue shape and tongue bottom that can be used for diagnosis. The face information can be obtained by performing image recognition on the face image of the user. The face information includes, but is not limited to, information about the face such as complexion, acne and spots that can be used for diagnosis. The pulse information can be obtained by collecting data through the pulse sensor of the tongue, face, pulse and palm acquisition device. The pulse information includes, but is not limited to, cun pulse information, guan pulse information and chi pulse information that can be used for diagnosis. The palm information can be obtained by performing image recognition on the palm of the user. The palm information includes, but is not limited to, information about the palm such as palm shape and palm color that can be used for diagnosis. It can be understood that the specific information contained in the tongue image information, face information, pulse information and palm information can be flexibly set and recognized according to the actual application scenario, and the embodiments of the present application are not limited thereto.
[0058] In some embodiments of the present application, S210 may include: analyzing the user characteristic information to determine the user's physical constitution data; using the user's physical constitution data to adjust the user's physical constitution information to determine the physical constitution type.
[0059] For example, in some embodiments of the present application, user constitution data is determined by performing feature matching on user characteristic information and an inductively summarized constitution characteristic table. Among them, the constitution characteristic table may contain characteristic information for different parts and what constitution characteristics exist, so as to match the user's constitution data. For example, if the tongue image belongs to a swollen tongue, and which constitution types have the characteristic of this swollen tongue, the swollen tongue and the corresponding constitution types will be corresponding in the constitution characteristic table. It can be understood that the constitution characteristic table is inductively summarized by professional traditional Chinese medicine. By adjusting the user's constitution information using the user constitution data, the constitution type to which the user belongs can be determined.
[0060] For example, the user concludes through the above-mentioned subjective answering (i.e., the constitution questionnaire) or input that: the user's main constitution is damp-heat constitution, and the partial yang deficiency constitution (as a specific example of the user's constitution information). However, after the AI model feature analysis, it is known that the user does not have the characteristics of yang deficiency constitution in the situation reflected by the user characteristic information, so the user's constitution type is determined to be damp-heat constitution.
[0061] S220, according to the constitution type, obtain a personalized health preservation plan for the user, and recommend the personalized health preservation plan to the user.
[0062] For example, in some embodiments of the present application, based on the user's constitution type, a personalized health preservation plan suitable for the user to refer to can be recommended.
[0063] In some embodiments of the present application, S220 may include: searching for the personalized health preservation plan for the constitution type from a health preservation plan quantification table, where the health preservation plan quantification table includes the health preservation plans corresponding to each constitution type among multiple constitution types.
[0064] For example, in some embodiments of the present application, a health preservation plan quantification table of health preservation plans corresponding to different constitution types is stored in the system of the terminal 200. The personalized health preservation plan corresponding to the user's constitution type can be directly obtained from the health preservation plan quantification table and recommended to the user. Through the above solution, the intelligent recommendation of the user's personalized health preservation plan can be realized, providing reliable reference suggestions for the user and the doctor. It can be understood that the health preservation plan quantification table is constructed by experts after a large amount of traditional Chinese medicine data analysis, and it can be flexibly adjusted and the content can be enriched according to the actual situation. The embodiments of the present application are not limited thereto.
[0065] The following combines the attached Figure 3 Exemplarily elaborate the specific process of the personalized traditional Chinese medicine health preservation plan recommendation provided by some embodiments of the present application.
[0066] Please refer to the attached Figure 3 , Figure 3A method flowchart for recommending a personalized traditional Chinese medicine health preservation plan provided for some embodiments of the present application.
[0067] The above process will be described exemplarily below.
[0068] S310, Obtain the characteristic image of the user collected by the tongue surface pulse palm collection device.
[0069] S320, Analyze the characteristic image to obtain user characteristic information.
[0070] S330, Analyze the user characteristic information to determine the user's physical constitution data.
[0071] S340, Obtain the question answers of the user for each question in the physical constitution questionnaire.
[0072] S350, Calculate the question answers according to the preset weight rule to obtain the user's physical constitution score.
[0073] S360, Based on the physical constitution determination standard table, determine the user's physical constitution information that matches the user's physical constitution score.
[0074] S370, Use the user's physical constitution data to adjust the user's physical constitution information to determine the physical constitution type.
[0075] S380, Search for a personalized health preservation plan that matches the user's physical constitution type from the health preservation plan quantification table.
[0076] It can be understood that the execution order of S310~S330 and S340~S360 can be flexibly adjusted as long as the user's physical constitution data and user's physical constitution information are obtained. The embodiments of the present application are not limited thereto. In addition, the specific implementation process of S310~S380 can refer to the method embodiments provided above. To avoid repetition, the detailed description is appropriately omitted here.
[0077] Please refer to Figure 4 , Figure 4 shows a block diagram of the composition of a device for recommending a personalized traditional Chinese medicine health preservation plan provided for some embodiments of the present application. It should be understood that this device for recommending a personalized traditional Chinese medicine health preservation plan corresponds to the above method embodiments and can execute each step involved in the above method embodiments. The specific functions of this device for recommending a personalized traditional Chinese medicine health preservation plan can be seen in the description above. To avoid repetition, the detailed description is appropriately omitted here.
[0078] Figure 4The device for recommending personalized TCM health care plans includes at least one software function module that can be stored in a memory in the form of software or firmware or solidified in the device for recommending personalized TCM health care plans. The device for recommending personalized TCM health care plans includes: a constitution determination module 410, which is used to obtain the user's constitution type based on the user's constitution information and user characteristic information; wherein the user characteristic information includes: tongue information, facial information, pulse information or palm information; a plan recommendation module 420, which is used to obtain a personalized health care plan for the user according to the constitution type, and recommend the personalized health care plan to the user.
[0079] In some embodiments of the present application, before the constitution determination module 410, the device for recommending personalized Chinese medicine health care plans also includes: an information acquisition module (not shown in the figure), which is used to obtain the user constitution information of the user; obtain the characteristic image of the user collected by the tongue, face, pulse and palm collection device, wherein the characteristic image includes: tongue image, facial image, pulse image or palm image; analyze the characteristic image to obtain the user characteristic information.
[0080] In some embodiments of the present application, an information acquisition module (not shown in the figure) is used to display a physical questionnaire matching the user; obtain the answer to each question in the physical questionnaire; calculate the answer to the question according to a preset weight rule to obtain the user's physical fitness score; based on a physical fitness determination standard table, determine the user's physical fitness information that matches the user's physical fitness score, wherein the physical fitness determination standard table includes the correspondence between physical fitness scores and physical fitness information.
[0081] In some embodiments of the present application, an information acquisition module (not shown in the figure) is used to obtain the user's physical condition information in response to the operation instructions of the user or the doctor.
[0082] In some embodiments of the present application, the physique determination module 410 is used to analyze the user characteristic information to determine the user's physique data; and to adjust the user's physique information using the user's physique data to determine the physique type.
[0083] In some embodiments of the present application, the plan recommendation module 420 is used to search for the personalized health plan for the physical type from the health plan quantification table, wherein the health plan quantification table includes a health plan corresponding to each of the multiple physical types.
[0084] Those skilled in the art can clearly understand that, for the convenience and brevity of description, the specific working process of the device described above can refer to the corresponding process in the aforementioned method, and will not be described in detail here.
[0085] Some embodiments of the present application also provide a computer-readable storage medium, on which a computer program is stored. When the program is executed by a processor, the operations corresponding to any of the methods provided in the above embodiments can be implemented.
[0086] Some embodiments of the present application also provide a computer program product, which includes a computer program. When the computer program is executed by a processor, the operations corresponding to any of the methods provided in the above embodiments can be implemented.
[0087] As Figure 5 shown, some embodiments of the present application provide an electronic device 500, which includes: a memory 510, a processor 520, and a computer program stored on the memory 510 and executable on the processor 520. When the processor 520 reads the program from the memory 510 through a bus 530 and executes the program, the method of any of the above embodiments can be implemented.
[0088] The processor 520 can process digital signals and can include various computing architectures. For example, a complex instruction set computer architecture, a reduced instruction set computer architecture, or an architecture that implements a combination of multiple instruction sets. In some examples, the processor 520 can be a microprocessor.
[0089] The memory 510 can be used to store instructions executed by the processor 520 or data related to the execution of the instructions. These instructions and / or data can include code for implementing some or all of the functions of one or more modules described in the embodiments of the present application. The processor 520 in the embodiments of the present disclosure can be used to execute the instructions in the memory 510 to implement the method shown above. The memory 510 includes a dynamic random access memory, a static random access memory, a flash memory, an optical memory, or other memories well known to those skilled in the art.
[0090] The above are only the embodiments of the present application and are not intended to limit the protection scope of the present application. For those skilled in the art, the present application can have various changes and modifications. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application shall be included in the protection scope of the present application. It should be noted that similar reference numerals and letters indicate similar items in the following drawings. Therefore, once an item is defined in one drawing, it does not need to be further defined and explained in subsequent drawings.
[0091] As described above, this is only the specific implementation manner of the present application, but the protection scope of the present application is not limited thereto. Any person skilled in the art within the technical scope disclosed by the present application can easily think of changes or substitutions, which should all be covered within the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims described above.
[0092] It should be noted that, in this text, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any actual relationship or order between these entities or operations. Moreover, the term "comprising", "including" or any other variant thereof is intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements not only includes those elements, but also includes other elements not explicitly listed, or further includes elements inherent to such process, method, article or device. Without further limitations, an element defined by the statement "including one..." does not exclude the existence of additional identical elements in the process, method, article or device including the said element.
Claims
1. A method for recommending personalized TCM health regimen, characterized in that: include: Based on the user's physical condition information and user characteristic information, the user's physical condition type is obtained; wherein the user characteristic information includes: tongue information, facial information, pulse information or palm information; According to the physical type, a personalized health regimen for the user is obtained, and the personalized health regimen is recommended to the user.
2. The method according to claim 1, characterized in that Before obtaining the user's physical type based on the user's physical information and the user's characteristic information, the method further includes: Acquire the user physical condition information of the user; Acquire the characteristic image of the user collected by the tongue, face, pulse and palm collection device, wherein the characteristic image includes: tongue image, face image, pulse image or palm image; The characteristic image is analyzed to obtain the user characteristic information.
3. The method according to claim 2, characterized in that The obtaining of the user's physical condition information includes: Displaying a physical questionnaire matching the user; Obtaining the answer to each question in the physical fitness questionnaire; Calculate the answers to the questions according to the preset weight rules to obtain the user's physical fitness score; Based on a physical fitness determination standard table, the user physical fitness information that matches the user physical fitness score is determined, wherein the physical fitness determination standard table includes a correspondence between physical fitness scores and physical fitness information.
4. The method according to claim 2, characterized in that The obtaining of the user's physical condition information includes: In response to the operation instruction of the user or the doctor, the user's physical condition information is obtained.
5. The method according to any one of claims 1 to 4, characterized in that The obtaining of the user's physical type based on the user's physical information and the user's characteristic information includes: Analyze the user characteristic information to determine the user's physical fitness data; The user's physical fitness data is used to adjust the user's physical fitness information to determine the physical fitness type.
6. The method according to any one of claims 1 to 4, characterized in that The obtaining of a personalized health regimen for the user according to the physical type includes: The personalized health regimen for the physical constitution type is searched from the health regimen quantification table, wherein the health regimen quantification table includes a health regimen corresponding to each physical constitution type among a plurality of physical constitution types.
7. A device for recommending personalized TCM health regimen, characterized in that: include: A constitution determination module, used to obtain the user's constitution type based on the user's constitution information and user characteristic information; wherein the user characteristic information includes: tongue information, facial information, pulse information or palm information; A plan recommendation module is used to obtain a personalized health plan for the user according to the physical type and recommend the personalized health plan to the user.
8. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a computer program, wherein the computer program executes the method according to any one of claims 1 to 6 when executed by a processor.
9. An electronic device, characterized in that: The method comprises a memory, a processor, and a computer program stored in the memory and running on the processor, wherein the computer program executes the method according to any one of claims 1 to 6 when being run by the processor.
10. A computer program product, characterized in that The computer program product comprises a computer program, wherein the computer program executes the method according to any one of claims 1 to 6 when executed by a processor.