Traditional Chinese medicine health-preserving scheme recommendation method and device, storage medium and electronic equipment

Abstract

The invention relates to the technical field of traditional Chinese medicine data recommendation, and particularly provides a traditional Chinese medicine health maintenance scheme recommendation method and device, a storage medium and electronic equipment, and the method can comprise the steps: obtaining question answers of a user for key questions of various physique types in traditional Chinese medicine physique types, the question answer represents physical characteristics of the user; on the basis of the question answer and user feature information, the user physique type is determined, and the user feature information comprises tongue condition information, face information, pulse condition information or palm information; and obtaining a personalized health-preserving scheme matched with the user physique type, and recommending the personalized health-preserving scheme to the user. Some embodiments of the invention can intelligently recommend a proper health-preserving scheme for the user.

Description

Technical Field

[0001] The present application relates to the technical field of traditional Chinese medicine data recommendation, and in particular, to a method, device, storage medium and electronic device for recommending a traditional Chinese medicine health regimen. Background Art

[0002] With the continuous popularization of Chinese medicine knowledge and the improvement of the public's health awareness, more and more people tend to follow Chinese medicine for health care. Currently, users can search for some well-known health care plans on the Internet based on their own physical conditions. Or users can consult offline, and the Chinese medicine practitioner will observe, smell, ask and palpate the user, and then give the user reasonable health care prescription suggestions based on personal experience. However, due to the wide range of Chinese medicine knowledge, in practice, only Chinese medicine practitioners with rich experience can provide users with more reasonable health care suggestions, while Chinese medicine practitioners with insufficient experience need to read books or look up previous prescription information to provide users with more reasonable health care suggestions. However, there are great differences in the physical constitutions of different users. The method of formulating health care suggestions for users based only on manual or public information such as some publications may not be truly suitable for the users themselves, and relying solely on manual work is inefficient.

[0003] Therefore, how to provide a technical solution for automatically recommending TCM health regimens with high reliability has become a technical problem that needs to be solved urgently. Summary of the invention

[0004] The purpose of some embodiments of the present application is to provide a method, device, storage medium and electronic device for recommending a traditional Chinese medicine health regimen. Through the technical solutions of the embodiments of the present application, a suitable personalized health regimen can be provided to users, which has a high degree of reliability and intelligence, and reduces labor costs and pressure.

[0005] In a first aspect, some embodiments of the present application provide a method for recommending a TCM health regimen, comprising: obtaining answers from users to key questions about various TCM constitution types, wherein the answers to the questions characterize the physical characteristics of the user; determining the user's physical type based on the answers to the questions and user characteristic information, wherein the user characteristic information includes: tongue information, facial information, pulse information or palm information; obtaining a personalized health regimen that matches the user's physical type, and recommending the personalized health regimen to the user.

[0006] In some embodiments of the present application, the user's physical constitution type is determined based on the user's answers to the key questions of various physical constitution types and the user's characteristic information. Finally, a personalized health preservation plan matching the user's physical constitution type is obtained and recommended to the user. Some embodiments of the present application can accurately determine the user's physical constitution type through the user's responses to the key questions and the user's own characteristic information, and then can recommend a suitable health preservation plan for the user, with relatively high reliability; moreover, without the participation of traditional Chinese medicine practitioners, the user can also obtain a personalized health preservation plan, with a relatively high degree of intelligence.

[0007] In some embodiments, obtaining the user's answers to the key questions of various physical constitution types in traditional Chinese medicine constitution types includes: obtaining the main questions in the key questions of various physical constitution types; when it is confirmed that the user score of the main question is not less than the set threshold, determining at least one sub-question under the main question; and obtaining the answers to the main question and the at least one sub-question.

[0008] Some embodiments of the present application obtain the main questions in the key questions of various physical constitution types, and only generate sub-questions for them when the user score of the main question is not less than the set threshold, and then obtain the answers to the questions, so as to accurately predict the user's physical constitution.

[0009] In some embodiments, obtaining the main questions in the key questions of various physical constitution types includes: searching in the question database for the main questions matching various physical constitution types; determining at least one sub-question under the main question includes: matching in the question database at least one sub-question associated with the main question.

[0010] Some embodiments of the present application match the main questions and sub-questions from the question database, and realize the intelligent judgment of the user's physical condition through the automatic matching of the questions.

[0011] In some embodiments, obtaining the main questions in the key questions of various physical constitution types includes: generating the main questions based on the characteristic data of various physical constitution types; determining at least one sub-question under the main question includes: generating at least one sub-question associated with the answer content according to the answer content of the main question.

[0012] Some embodiments of the present application generate main questions based on the characteristic data of various physical constitution types, and then can generate sub-questions corresponding to the answer content of the main questions, thereby ensuring the relevance between the questions and the characteristic data of the physical constitution types, as well as the relevance between the questions, so as to accurately predict the user's physical constitution.

[0013] In some embodiments, according to a preset scoring rule, score the question answers to obtain a user constitution score; based on a constitution determination standard table, determine the user constitution information that matches the user constitution score, wherein the constitution determination standard table includes the corresponding relationship between the constitution score and the constitution information; use the user constitution data corresponding to the user feature information to adjust the user constitution information to determine the user constitution type.

[0014] In some embodiments of the present application, by scoring the question answers of the user for the key questions and combining with the constitution determination standard table, the constitution information of the user is obtained, and then the user constitution data corresponding to the user feature information is used to adjust it to obtain the user constitution type, so as to realize the accurate analysis of the user's physical condition and provide data support for the subsequent recommendation of suitable health preservation plans.

[0015] In some embodiments, the user feature information is obtained by the following method: obtain the feature image of the user collected by a tongue, face, pulse and palm collection device, wherein the feature image includes: a tongue image, a face image, a pulse image or a palm image; extract the feature image to obtain the user feature information.

[0016] In some embodiments of the present application, the user feature information is obtained by extracting the feature image of the user, so as to timely learn about the physical condition of the current user and provide data support for the subsequent recommendation of suitable health preservation plans.

[0017] In some embodiments, obtaining the personalized health preservation plan that matches the user constitution type includes: searching in the health preservation plan quantization table for the personalized health preservation plan for the user constitution type, wherein the health preservation plan quantization table includes the health preservation plans corresponding to each constitution type among multiple constitution types.

[0018] In some embodiments of the present application, the personalized health preservation plan suitable for the user can be obtained through the health preservation plan quantization table, without manual participation and with a high degree of intelligence.

[0019] In a second aspect, some embodiments of the present application provide a device for recommending a traditional Chinese medicine health preservation plan, including: a question and answer module, configured to obtain the question answers of the user for the key questions of various constitution types in the traditional Chinese medicine constitution types, wherein the question answers represent the constitution characteristics of the user; a constitution determination module, configured to determine the user constitution type based on the question answers and the user feature information, wherein the user feature information includes: tongue image information, face information, pulse image information or palm information; a plan recommendation module, configured to obtain the personalized health preservation plan that matches the user constitution type and recommend the personalized health preservation plan to the user.

[0020] In a third aspect, some embodiments of the present application provide a computer-readable storage medium, on which a computer program is stored. When the program is executed by a processor, the method described in any embodiment of the first aspect can be implemented.

[0021] 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. When the processor executes the program, the method described in any embodiment of the first aspect can be implemented.

[0022] In a fifth aspect, some embodiments of the present application provide a computer program product, which includes a computer program. When the computer program is executed by a processor, the method described in any embodiment of the first aspect can be implemented. Description of the Drawings

[0023] In order to more clearly illustrate the technical solutions of some embodiments of the present application, the drawings required to be used in some embodiments of the present application will be briefly introduced below. It should be understood that the following drawings only show some embodiments of the present application, and therefore should not be regarded as a limitation of the scope. For those of ordinary skill in the art, other related drawings can also be obtained based on these drawings without creative efforts.

[0024] Figure 1 System diagram for recommending traditional Chinese medicine health preservation solutions provided by some embodiments of the present application;

[0025] Figure 2 One of the method flowcharts for recommending traditional Chinese medicine health preservation solutions provided by some embodiments of the present application;

[0026] Figure 3 Another method flowchart for recommending traditional Chinese medicine health preservation solutions provided by some embodiments of the present application;

[0027] Figure 4 Block diagram of the device for recommending traditional Chinese medicine health preservation solutions provided by some embodiments of the present application;

[0028] Figure 5 Schematic diagram of an electronic device provided by some embodiments of the present application. Detailed Embodiments

[0029] Next, the technical solutions in some embodiments of the present application will be described in conjunction with the drawings in some embodiments of the present application.

[0030] It should be noted that like reference numerals and letters refer to like items in the following figures. Therefore, once an item is defined in one figure, it does not need to be further defined and explained in subsequent figures. At the same time, in the description of the present application, terms such as "first" and "second" are only used for distinguishing descriptions and cannot be understood as indicating or implying relative importance.

[0031] In the related art, the traditional Chinese medicine constitution theory divides the constitutions of the population into nine major types (i.e., constitution 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. For different constitution types, the health preservation plans are different. Currently, traditional Chinese medicine can actually understand the physical condition of users through offline consultation with users, 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 the user himself.

[0032] As can be seen from the above related art, the reliability of the traditional Chinese medicine health preservation suggestions provided in the prior art needs to be improved, and the degree of intelligence also needs to be improved.

[0033] In view of this, some embodiments of the present application provide a method for recommending a traditional Chinese medicine health preservation plan. This method can first recommend the key problems of various constitution types to the user. After the user answers the key questions, the question answers are obtained. Then, the user feature information is determined by collecting images of multiple parts of the user; the constitution information of the user reflected by the user's question answers and the user feature information are combined to determine the constitution type of the user. Finally, based on the constitution type of the user, a personalized health preservation plan suitable for the user can be obtained from the system. In some embodiments of the present application, the user only needs to reply to the key questions to determine the user's constitution information; moreover, compared with the ordinary questionnaire survey method, the number of key questions is very small, and the user can answer them in a short time. The system can quickly analyze the constitution of the user through the question answers of the key questions, with high efficiency and good user experience. Through the embodiments of the present application, intelligent recommendation of personalized health preservation plans can be realized for different users, with high reliability, and at the same time, it can provide reference suggestions for traditional Chinese medicine and contribute to the accumulation of traditional Chinese medicine knowledge.

[0034] The following Figure 1 Exemplarily elaborates the overall composition structure of the system for recommending a traditional Chinese medicine health preservation plan provided by some embodiments of the present application.

[0035] As Figure 1As shown in the figure, some embodiments of the present application provide a system for recommending traditional Chinese medicine health preservation plans. The system for recommending traditional Chinese medicine health preservation plans may include: a tongue, face, pulse, and palm collection device 100 and a terminal 200. Data transmission can be carried out between the tongue, face, pulse, and palm collection device 100 and the terminal 200. Among them, the tongue, face, pulse, and palm collection device 100 is used to collect images of one or more parts of the user's tongue image, face, pulse condition, and palm, obtain a characteristic image representing the user's physical condition, and send the characteristic image to the terminal 200. The terminal 200 can perform feature extraction and analysis on the characteristic image to determine the user's constitution data corresponding to the current physical condition of the user. After the user enters the answering page in the traditional Chinese medicine AI system of the terminal 100, the terminal 200 displays various key questions of different constitution types to the user, and the user can answer the key questions so that the terminal 200 can predict the user's constitution information through the question answers. 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 image 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, and doctor's orders.

[0036] It should be noted that the various key questions of different constitution types in the embodiments of the present application are several important questions selected or compiled by relevant traditional Chinese medicine experts from relevant question banks based on the characteristics of different constitution types and can reflect the user's physical condition. The number of key questions can be 3, 5, or other numbers less than 10 questions. The embodiments of the present application do not make specific limitations here. Compared with dozens of questions in ordinary questionnaires, the key questions in the present application are more concise, improving the user experience.

[0037] For example, the expert team can conduct in-depth analysis on the theory of traditional Chinese medicine constitution identification, select or compile key questions that can best reflect the characteristics of various constitutions. Then, through a large number of clinical data verifications and patient feedback, further screening and optimization are carried out to ensure that each question in the key questions has a high discrimination degree and can accurately identify different constitution types. At the same time, considering the answering experience of patients, all questions have been simplified to reduce the answering burden and improve the accuracy of answers. Finally, these questions can achieve fast and simple constitution assessment while ensuring the identification accuracy.

[0038] In some embodiments of the present application, the terminal 200 can be a mobile terminal or a non-portable computer terminal. 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 image, it can also be processed through a server device connected to the terminal 200. The embodiments of the present application are not limited to this.

[0039] The following combines the appendixFigure 2 Exemplarily illustrate the implementation process of the traditional Chinese medicine health preservation plan recommendation executed by the terminal 200 provided by some embodiments of the present application.

[0040] Please refer to the appendix Figure 2 , Figure 2 As shown in the flowchart of a method for recommending a traditional Chinese medicine health preservation plan provided by some embodiments of the present application, the method for recommending a traditional Chinese medicine health preservation plan may include:

[0041] S210, obtain the question answers of the user for the key questions of various physique types in traditional Chinese medicine, where the question answers represent the physique characteristics of the user.

[0042] For example, in some embodiments of the present application, after the terminal 200 displays the key questions of various physique types to the user, the user can interact with the terminal 200 by means of clicking, inputting, or voice reply, so that the terminal 200 can obtain the question answers of the user for these key questions.

[0043] In some embodiments of the present application, S210 may include: obtaining the main questions in the key questions of various physique types; when it is confirmed that the user score of the main question is not less than the set threshold, determining at least one branch question under the main question; obtaining the question answers corresponding to the main question and the at least one branch question.

[0044] For example, in some embodiments of the present application, traditional Chinese medicine physique types are divided into 9 categories. Among the key questions of each physique type, there is a major question (as a specific example of the main question), which can focus on reflecting the key characteristics of a certain physique type. In addition to the main questions in the key questions, there are also branch questions. Whether to answer the branch questions is confirmed by the user's score of the main question. Among them, the options of each question in the key questions represent different physique tendencies and are assigned different scores. The scores are obtained after the doctor's judgment and are assigned by the system as quantitative indicators. The answer score of each major question (that is, the user score) will be judged according to a preset score threshold (as a specific example of the set threshold) whether further in-depth analysis is required. If the user score is equal to or exceeds the score threshold, the branch questions associated with the major question are displayed. After the user completes the answers to all the branch questions, the question answers of all the questions corresponding to the key questions can be obtained. It can be understood that the score threshold can be set according to the actual application scenario, and the embodiments of the present application do not make specific limitations here.

[0045] For example, the first major question (that is, the main question) for qi deficiency physique is:

[0046] 1. Do you often have the following situations? (Multiple-choice question) (Qi deficiency physique)

[0047] a) Prone to fatigue

[0048] b) Lack of endurance, getting out of breath and short of breath even with a little more exercise

[0049] c) When talking a lot, the voice is weak and feeble

[0050] In this question, the score for each option is 2, and the physical fitness threshold (i.e., the score threshold) is 4 (the quantitative score obtained after the doctor's judgment). For example, if the user selects options a and b, then the user's score is 4 at this time, and more in-depth questions will appear subsequently, that is, to answer the branched questions.

[0051] In some embodiments of the present application, S210 may include: searching in the question database for the main questions that match various physical fitness types; matching from the question database at least one branched question associated with the main question.

[0052] For example, in some embodiments of the present application, the key questions of the nine physical fitness types may be presented to the user in a set order. After the user enters the answering interface, the main questions of different physical fitness types can be sequentially matched from the question database (abbreviated as the question bank) and recommended to the user. After confirming that the user can answer the branched questions, the questions associated with the main questions can be matched from the question bank and recommended to the user. When recommending questions to the user, it can be to answer the questions of one physical fitness type and then answer the relevant questions of the next physical fitness type. The present application embodiments do not limit the answering order.

[0053] In addition, the key questions of all physical fitness types can be stored in a question database and can be searched when needed. In other embodiments, the question database can also store the corresponding relationships of the key questions corresponding to the same physical fitness type for different age groups, different heights, weights, and genders. These key questions can be different to accurately predict the physical fitness conditions of different populations.

[0054] In other embodiments of the present application, S210 may include: generating the main questions based on the characteristic data of the various physical fitness types; generating at least one branched question associated with the answer content according to the answer content of the main questions.

[0055] For example, in other embodiments of the present application, the main questions that can best represent the physical fitness type can also be directly generated using a large model (such as ChatGPT) according to some characteristic data of different physical fitness types. Then, based on the answer content of the main questions, the large model is used to generate branched questions that have similar characteristics or causal associations with the answer content.

[0056] S220. Determine the user's constitution type based on the question answers and user characteristic information, where the user characteristic information includes tongue image information, facial information, pulse condition information, or palm information.

[0057] For example, in some embodiments of the present application, the user's constitution type is determined comprehensively through the question answers obtained subjectively by the user and the user characteristic information of the user's own relevant parts, improving the accuracy of predicting the user's constitution condition, and then recommending a truly suitable personalized health preservation plan for the user.

[0058] In some embodiments of the present application, S220 may include:

[0059] S221. Score the question answers according to a preset scoring rule to obtain the user's constitution score.

[0060] For example, in some embodiments of the present application, as can be seen from the above, each option in the major questions of each constitution type is 2 points, and sub-questions will be determined when the score threshold condition is met. For example, the system will display at least one sub-question such as 1.1, 1.2... Each option in the sub-questions can be 1 point. After the user answers all the questions under a constitution type, the scores of each question are accumulated to obtain the total score of the user, and then the ratio of the total score of the user to the total score of all the questions is used as the constitution score under this constitution type. The constitution scores under all constitution types are collectively referred to as the user's constitution score. It should be understood that the score of each option in the questions can be flexibly set according to the actual application scenario, and the calculation method of the user's constitution score can also be flexibly adjusted. For example, weights are set for each question, and the weighted average method is used to calculate the user's constitution score.

[0061] S222. Based on the constitution determination standard table, determine the user's constitution information that matches the user's constitution score, where the constitution determination standard table includes the corresponding relationship between the constitution score and the constitution information.

[0062] For example, in some embodiments of the present application, the constitution determination standard table is shown in Table 1:

[0063] Table 1

[0064]

[0065] In Table 1, the nine constitution types are divided into a balanced constitution and a biased constitution (or a combined constitution). The biased constitution corresponds to 8 constitution types: special endowment constitution, blood stasis constitution, phlegm-dampness constitution, yang deficiency constitution, yin deficiency constitution, qi stagnation constitution, damp-heat constitution, and qi deficiency constitution. The ratio in Table 1 is the constitution score. Among them, the combined constitution generally refers to the constitution state in which the same user has two or more constitution characteristics at the same time.

[0066] By comparing the physical constitution scores of the key questions for each physical constitution type with the conditions in Table 1, the physical constitution type of the user is determined. For example, if the physical constitution score of the user's balanced constitution is 0.7 and the physical constitution score of the phlegm-dampness constitution is 0.3, according to the conditions in Table 1, the user's physical constitution information is: balanced constitution. Another example, if the physical constitution score of the user's balanced constitution is 0.7 and the physical constitution score of the phlegm-dampness constitution is 0.6, according to the conditions in Table 1, the user's physical constitution information is: basically balanced constitution, with a tendency towards phlegm-dampness constitution. It should be understood that the content of the physical constitution determination standard table can be adjusted according to the actual situation, and the embodiments of the present application do not make specific limitations here.

[0067] S223. Adjust the user's physical constitution information by using the user's physical constitution data corresponding to the user feature information, and determine the user's physical constitution type.

[0068] For example, in some embodiments of the present application, the data information of the user's physical constitution reflected by the user feature information is more accurate than the user's physical constitution information predicted by the user's subjective answers. Therefore, the user's physical constitution data can be used to adjust the user's physical constitution information to determine the user's physical constitution type.

[0069] For example, the user determines through the above-mentioned subjective answers (i.e., key questions) that the user's main physical constitution is the damp-heat constitution and the partial yang deficiency constitution (as a specific example of the user's physical constitution information). However, after analyzing the user feature information by the AI model, it is found that the user does not have the characteristics of the yang deficiency constitution in the situation reflected by the user feature information. Then, the user's physical constitution type is finally confirmed as the damp-heat constitution.

[0070] In some embodiments of the present application, the user feature information is obtained by the following method: obtaining the feature image of the user collected by the tongue, face, pulse, and palm collection device, where the feature image includes: tongue image, face image, pulse image, or palm image; extracting the feature image to obtain the user feature information.

[0071] For example, in some embodiments of the present application, the tongue, face, pulse, and palm collection device 100 can collect images of specific parts of the user to obtain feature images. Among them, the specific parts can be one or more of the tongue image, face image, pulse image, and palm image. Using the tongue, face, pulse, and palm AI large model to analyze the feature image, the user feature information can be obtained.

[0072] It should be noted that different recognition rules are set in the AI big data models of different parts in the above-mentioned tongue surface pulse palm AI big model to facilitate obtaining user characteristic information. For example, in the AI model for recognizing 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 descending, purple and cyan. 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 condition and palm. The specific recognition rules can be flexibly set according to the following characteristic information to be detected.

[0073] 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 user's face image. The face information includes, but is not limited to, information about the face such as facial color, acne and spots that can be used for diagnosis. The pulse condition information can be obtained by collecting data through the pulse sensor of the tongue surface pulse palm acquisition device. The pulse condition 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 user's palm. 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 included in the tongue image information, face information, pulse condition 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.

[0074] S230, obtain a personalized health preservation plan matching the user's physical constitution type, and recommend the personalized health preservation plan to the user.

[0075] For example, in some embodiments of the present application, based on the user's physical constitution type, a personalized health preservation plan suitable for the user to refer to can be recommended.

[0076] In some embodiments of the present application, S230 may include: searching in the health preservation plan quantization table for the personalized health preservation plan for the user's physical constitution type, where the health preservation plan quantization table includes the health preservation plans corresponding to each physical constitution type among multiple physical constitution types.

[0077] For example, in some embodiments of the present application, a quantification table of health preservation plans corresponding to different physical constitution types is stored in the system of the terminal 200. From the quantification table of health preservation plans, the personalized health preservation plan corresponding to the user's physical constitution type can be directly obtained 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 quantification table of health preservation plans is constructed by experts after a large amount of traditional Chinese medicine data analysis, and it can be flexibly adjusted and enriched according to the actual situation. The embodiments of the present application are not limited thereto.

[0078] The following will Figure 3 exemplarily elaborate on the specific process of the traditional Chinese medicine health preservation plan recommendation provided by some embodiments of the present application.

[0079] Please refer to the Figure 3 , Figure 3 which is a flowchart of a method for recommending a traditional Chinese medicine health preservation plan provided by some embodiments of the present application.

[0080] The following will exemplarily elaborate on the above process.

[0081] S310, obtain the answer scores of the user for the main topics among the key questions for various physical constitution types.

[0082] S320, determine whether the answer score is not less than the score threshold. If so, execute S330; otherwise, execute S331.

[0083] S330, determine at least one sub-question under the main question.

[0084] S331, obtain the question answers of the user for all the key questions.

[0085] Among them, the key questions may only contain main questions, or may contain main questions and sub-questions. Which questions are included in the key questions is specifically determined by the answer scores of the main questions.

[0086] S340, score the question answers according to the preset scoring rules to obtain the user's physical constitution score.

[0087] S350, based on the physical constitution determination standard table, determine the user's physical constitution information that matches the user's physical constitution score.

[0088] S360, obtain the characteristic image of the user collected by the tongue, face, pulse, and palm collection device, and extract the characteristic image to obtain the user's characteristic information.

[0089] S370, use the user's physical constitution data corresponding to the user's characteristic information to adjust the user's physical constitution information and determine the user's physical constitution type.

[0090] S380, searching for a personalized health regimen for the user's physique type from a health regimen quantification table.

[0091] It is understandable that the execution order of S310-S350 and S360 can be flexibly adjusted as long as the user's physical fitness data and user's physical fitness information are obtained, and the embodiment of the present application is not limited thereto. In addition, the specific implementation process of S310-S380 can refer to the method embodiment provided above, and the detailed description is appropriately omitted here to avoid repetition.

[0092] Please refer to Figure 4 , Figure 4 The block diagram of the composition of the device for recommending a TCM health regimen provided by some embodiments of the present application is shown. It should be understood that the device for recommending a TCM health regimen corresponds to the above method embodiment and can execute each step involved in the above method embodiment. The specific functions of the device for recommending a TCM health regimen can be found in the description above. To avoid repetition, the detailed description is appropriately omitted here.

[0093] Figure 4 The device for recommending a TCM health regimen 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 a TCM health regimen, and the device for recommending a TCM health regimen includes: a question-and-answer module 410, used to obtain the user's answers to key questions about various TCM constitution types, wherein the answers to the questions represent the physical characteristics of the user; a constitution determination module 420, used to determine the user's physical type based on the answers to the questions and user characteristic information, wherein the user characteristic information includes: tongue information, facial information, pulse information or palm information; a regimen recommendation module 430, used to obtain a personalized health regimen that matches the user's physical type, and recommend the personalized health regimen to the user.

[0094] In some embodiments of the present application, the question-and-answer module 410 is used to obtain the main questions among the key questions of the various physical types; when it is confirmed that the user score of the main question is not less than a set threshold, determine at least one branch question under the main question; and obtain the answers to the questions corresponding to the main question and the at least one branch question.

[0095] In some embodiments of the present application, the question-answering module 410 is used to search the main question matching various physical types from the question database; and match the at least one branch question associated with the main question from the question database.

[0096] In some embodiments of the present application, the Q&A module 410 is configured to generate the main questions based on the characteristic data of the various physical constitution types; and generate at least one branch question associated with the answer content according to the answer content of the main questions.

[0097] In some embodiments of the present application, the physical constitution determination module 420 is configured to score the question answers according to a preset scoring rule to obtain a user physical constitution score; determine user 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; and adjust the user physical constitution information by using the user physical constitution data corresponding to the user characteristic information to determine the user physical constitution type.

[0098] In some embodiments of the present application, the physical constitution determination module 420 is configured to obtain the characteristic image of the user collected by the tongue, face, pulse, and palm acquisition device, where the characteristic image includes: a tongue image, a face image, a pulse image, or a palm image; and extract the user characteristic information from the characteristic image.

[0099] In some embodiments of the present application, the solution recommendation module 430 is configured to search for the personalized health preservation solution for the user physical constitution type from a health preservation solution quantification table, where the health preservation solution quantification table includes the health preservation solutions corresponding to each physical constitution type among multiple physical constitution types.

[0100] Those skilled in the art can clearly understand that for the convenience and conciseness of description, the specific working process of the above-described device can refer to the corresponding process in the foregoing method, and will not be elaborated herein too much.

[0101] Some embodiments of the present application further provide a computer-readable storage medium, on which a computer program is stored, and when the program is executed by a processor, the operations corresponding to any embodiment of the above method provided in the above embodiments can be implemented.

[0102] Some embodiments of the present application further provide a computer program product, where the computer program product includes a computer program, and when the computer program is executed by a processor, the operations corresponding to any embodiment of the above method provided in the above embodiments can be implemented.

[0103] 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.

[0104] 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.

[0105] The memory 510 can be used to store instructions executed by the processor 520 or data related to the instruction execution process. 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 of the embodiments of the present disclosure can be used to execute the instructions in the memory 510 to implement the methods shown above. The memory 510 includes dynamic random access memory, static random access memory, flash memory, optical memory, or other memories well known to those skilled in the art.

[0106] The above are only the embodiments of the present application and are not used 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 modifications, equivalent replacements, improvements, 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.

[0107] The above 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 can easily think of changes or replacements within the technical scope disclosed by the present application, and all should be covered by 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.

[0108] It should be noted that in this document, 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 variation thereof is intended to cover a non-exclusive inclusion, such that a process, method, article or device comprising a series of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such process, method, article or device. Without further limitation, an element defined by the phrase "comprising a..." does not exclude the presence of additional identical elements in the process, method, article or device comprising the element.

Claims

1. A method for recommending a traditional Chinese medicine regimen, characterized in that: include: Obtaining answers from users to key questions about various constitution types in traditional Chinese medicine constitution types, wherein the answers to the questions represent the constitution characteristics of the user; Determine the user's physical condition based on the answer to the question and the user's characteristic information, wherein the user's characteristic information includes: tongue information, facial information, pulse information or palm information; Obtain a personalized health regimen that matches the user's physical type, and recommend the personalized health regimen to the user.

2. The method according to claim 1, characterized in that The method of obtaining the user's answers to key questions about various constitution types in traditional Chinese medicine constitution types includes: Obtain the main topics of the key questions of various physical types; When confirming that the user score of the main topic is not less than a set threshold, determining at least one branch topic under the main topic; Obtain answers to the questions corresponding to the main question and the at least one branch question.

3. The method according to claim 2, characterized in that The main topics of the key questions of various physical types are obtained, including: Searching the main topics matching various physical types from the topic database; The step of determining at least one branch topic under the main topic includes: The at least one branch topic associated with the main topic is matched from the topic database.

4. The method according to claim 2, characterized in that The main topics of the key questions of various physical types are obtained, including: Generating the main topic based on the characteristic data of the various physical types; The step of determining at least one branch topic under the main topic includes: According to the answer content of the main question, at least one branch question associated with the answer content is generated.

5. The method according to any one of claims 1 to 4, characterized in that The determining of the user's physical type based on the answer to the question and the user's characteristic information includes: Scoring the answers to the questions according to the preset scoring rules to obtain the user's physical fitness score; Based on a physical fitness determination standard table, determining the physical fitness information of the user that matches the physical fitness score of the user, wherein the physical fitness determination standard table includes a correspondence between physical fitness scores and physical fitness information; The user physical fitness information is adjusted using the user physical fitness data corresponding to the user characteristic information to determine the user physical fitness type.

6. The method according to any one of claims 1 to 4, characterized in that The user characteristic information is obtained by the following method: 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 extracted to obtain the user characteristic information.

7. The method according to any one of claims 1 to 4, characterized in that The obtaining of a personalized health regimen matching the user's physical condition type includes: The personalized health regimen for the user's physique type is searched from the health regimen quantification table, wherein the health regimen quantification table includes health regimens corresponding to each of the multiple physique types.

8. A device for recommending a traditional Chinese medicine regimen, characterized in that: include: A question-and-answer module is used to obtain answers from users to key questions about various constitution types in traditional Chinese medicine, wherein the answers to the questions represent the constitution characteristics of the user; A physique determination module, used to determine the user's physique type based on the answer to the question and the user's characteristic information, wherein the user's characteristic information includes: tongue information, facial information, pulse information or palm information; The plan recommendation module is used to obtain a personalized health plan that matches the user's physical type and recommend the personalized health plan to the user.

9. 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 7 when executed by a processor.

10. 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 7 when being run by the processor.

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