CN-122025019-A - Traditional Chinese medicine physique diet therapy optimizing system based on dynamic feedback and data tracking

CN122025019ACN 122025019 ACN122025019 ACN 122025019ACN-122025019-A

Abstract

The invention discloses a traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking, which comprises a data layer, an evaluation layer, an analysis layer, a recommendation layer, a feedback optimizing layer and a user interaction layer, wherein the data layer is used for constructing a standardized traditional Chinese medicine disease name-evidence-medicine food tabu database, the evaluation layer is used for verifying and optimizing the traditional Chinese medicine constitution evaluation table, the analysis layer is used for judging constitution of the constitution evaluation table and integrating health data input by a user, the constitution evaluation table is matched with each database in the data layer, tabu medicine foods and proper medicine foods are screened according to matching results, the recommendation layer is used for constructing a dynamic data tracking and algorithm optimizing module based on the analysis layer results, the user interaction layer is used for integrating the layers, the data layer is used for constructing a database, the evaluation layer is used for verifying the constitution evaluation table, the analysis layer is used for integrating health data and matching medicine food screening, and the recommendation layer is used for generating a targeted dietary therapy scheme, and providing scientific, personalized and sustainable optimized constitution guidance for users.

Inventors

YIN XUEMIN
XU ZHIFANG
ZHAO MEIDAN
LI RONGZHE
CHEN JIAFENG
ZHANG CHAOYUE
YE RONGPING
JIAO YIKE
XU JING
LI YUPING
LI JIALU

Assignees

天津中医药大学

Dates

Publication Date: 20260512
Application Date: 20260122

Claims (10)

1. The traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking is characterized by comprising a data layer, an evaluation layer, an analysis layer, a recommendation layer, a feedback optimizing layer and a user interaction layer; The data layer is used for constructing a standardized traditional Chinese and western medicine disease name-evidence-medicine food tabu database, the evaluation layer is used for verifying and optimizing a traditional Chinese medicine physique evaluation table, the analysis layer is used for carrying out physique judgment on the physique evaluation table and integrating health data input by a user, the physique evaluation table is matched with each database in the data layer, tabu medicine foods and proper medicine foods are screened out according to a matching result, the recommendation layer is used for generating medicine food recommendation from two aspects of common disease diet tabu and physique diet therapy schemes based on the result of the analysis layer, and the feedback optimization layer is used for constructing a dynamic data tracking and algorithm optimization module; The user interaction layer is a core carrier and comprises built online applets for integrating the layers.
2. The traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking according to claim 1, wherein the traditional Chinese medicine disease name-evidence-medicine food tabu database comprises the following databases: the database I is a disease name-syndrome-symptom comparison database of Chinese and Western medicine; the database II is a medicine and food homology information database; Database three, constitution-diet therapy formula database; The third database uses the first database and the second database as a hub to pair symptoms and corresponding diet taboos And is established on the data of the evaluation result of the evaluation layer.
3. The dietary therapy optimization system of traditional Chinese medicine physique based on dynamic feedback and data tracking according to claim 2, wherein the database I records the Western medicine disease names, the traditional Chinese medicine disease names, 380 traditional Chinese medicine symptoms and typical symptoms of 114 common diseases, the database II records the different names, indications, pharmacology and taboos of 798 medicine foods, and the database III records medicine and food homologous food materials, complementary food and efficacy corresponding to various traditional Chinese medicine physiques.
4. The traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking according to claim 1, wherein the evaluation layer comprises taste evaluation and constitution evaluation, wherein the evaluation adopts a Likert5 division method to design an evaluation volume, the constitution evaluation volume is verified by three stages, namely an accuracy verification stage, a satisfaction optimizing stage and a putting-into-use stage, and when the user satisfaction in the satisfaction optimizing stage is more than or equal to 98%, the putting-into-use stage is entered.
5. The traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking of claim 4 is characterized in that in the constitution test questionnaire accuracy verification stage, a large number of clinical data of different constitution crowd are collected, a simple constitution test scale is obtained through integration, 100-200 cases of test objects are randomly selected from crowd with certain Chinese medical theory knowledge, feedback is obtained through investigation, and accuracy of the test questionnaire is judged after the data are arranged; The satisfaction optimizing stage is to further reasonably improve the content of the measurement questionnaire according to the investigation result and the feedback opinion in the accuracy verification stage, not limit the range of the test crowd any more, enlarge the number of the test objects, collect feedback information in the same way as before, sort data to obtain the satisfaction of a user on the measurement questionnaire, and randomly put the satisfaction into the crowd again on the satisfaction result, so that the satisfaction reaches a stable expected value of more than or equal to 98%; And in the application stage, after the satisfaction reaches a stable expected value of more than or equal to 98%, generating a traditional Chinese medicine constitution evaluation scale, and applying the traditional Chinese medicine constitution evaluation scale.
6. The system for optimizing Chinese medicine constitution dietary therapy based on dynamic feedback and data tracking of claim 4, wherein the taste assessment questionnaire comprises the steps of filing and classifying the recorded various medicine and food materials according to four-qi five-flavor, efficacy, taste and modern pharmacology, selecting relevant food materials according to own taste, screening according to the acceptance data of the selected food materials, and finally obtaining a generated taste assessment table for use.
7. The traditional Chinese medicine physique dietary therapy optimization system based on dynamic feedback and data tracking according to claim 1, wherein the analysis layer comprises health data analysis and physique judgment; The health data analysis uses NLP analysis to analyze the free text symptoms input by the user and Chinese and Western medicine The disease names are uniformly combined into standardized symptoms; the constitution judgment is based on the combination of the analysis result of the health data and the Chinese medicine constitution measurement evaluation scale, the combination logic is to combine the symptom-evidence type in the Chinese medicine constitution measurement scale with the obtained standardized symptom, and the constitution of the user is output according to the combination result, and the analysis table is generated.
8. The traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking according to claim 1, wherein the recommending layer supports symptom keywords or double paths of Chinese and Western medicine disease names for retrieval, and a two-stage constraint retrieving mechanism is adopted to generate medicine and food recommendation; The first stage takes a standardized disease/syndrome-medicine food-tabu triple knowledge base as a base, and hard constraint filtering is carried out to remove the non-violating conditions of allergy, medicine food restriction, slow disease tabu and medicine combination conflict; the second stage outputs a group of safe and high-executable candidate medicinal and edible formulas and provides food material purchasing links through multi-index scoring and sorting of configurable weights based on user taste preference, processing time length, cost availability and cultural taboo soft constraint.
9. The traditional Chinese medicine physique dietary therapy optimizing system based on dynamic feedback and data tracking according to claim 1, wherein the feedback optimizing layer dynamically adjusts a dietary therapy scheme by tracking, triggering, updating and freezing a closed-loop control law; continuously tracking multidimensional indexes of diet, symptoms, weight and sleeping time length of a user in a follow-up window set by a user interaction layer, and forming state data; Setting triggering conditions and priority judgment, judging whether to enter an optimization flow according to preset data, updating a diet therapy scheme through an AI algorithm when the triggering conditions are met, and freezing an execution scheme when the triggering conditions are not met or the scheme achieves a preset stabilizing effect.
10. The traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking according to claim 9, wherein the triggering condition judgment is based on three types of quantitative triggering conditions, namely a safety type triggering condition, an effect type triggering condition and an experience type triggering condition; The priority is set according to the experience class of P1 grade An Quanlei to P2 grade effect class to P3 grade, and when the multi-condition conflict occurs, the priority is firstly processed with the higher priority and the sequence number in the same priority is the earlier item.

Description

Traditional Chinese medicine physique diet therapy optimizing system based on dynamic feedback and data tracking Technical Field The invention relates to the field of medical health care information and intelligent dietary therapy health management, in particular to a traditional Chinese medicine physique dietary therapy optimization system based on dynamic feedback and data tracking. Background Along with the acceleration of the pace of social life, about 35% -50% of people worldwide are in a sub-health state. The world health organization has listed sub-health prevention as a global health strategy, and all developed countries throw huge amounts of resources to develop related researches, which form challenges for the international development of the sub-health industry in China. The theory of 'treating disease' in traditional Chinese medicine (preventing disease first, preventing disease from changing and preventing disease after curing) and 'homology of medicine and food' provides unique advantages for sub-health intervention. The national administration of traditional Chinese medicine has identified the constitution of traditional Chinese medicine into the system of traditional Chinese medicine preventive care services in 2007, but the existing system of traditional Chinese medicine preventive care services still has the following key problems: 1. the information standardization is insufficient, namely the name of the traditional Chinese medicine disease and the name of the western medicine disease are disordered corresponding to the tabu of the medicine food (for example, the disease expression in the Chinese medicine dictionary contains different types of terms such as 'spleen deficiency and smooth', 'glaucoma'), and the unified control standard is lacked, so that the inquiry of users is difficult and easy to confuse; 2. The conventional physique evaluation tool is mostly operated by professionals, so that the ordinary user is difficult to quickly acquire the physique information of the user, and the evaluation scale is lack of large-scale crowd verification and iterative optimization, so that the accuracy is not enough; 3. The existing diet therapy recommendations are mostly 'thousands' and cannot be dynamically adjusted according to real-time health data (such as symptom change, diet feedback and tongue coating/weight index) of users, so that personalized requirements are difficult to meet; 4. the lack of closed-loop management, namely, the one-way flow of evaluation and recommendation is only realized, no data tracking and feedback mechanism exists, the diet therapy scheme cannot be optimized continuously, and the health management effect is difficult to guarantee; 5. The floor threshold is high, the Chinese medicine diet therapy knowledge has strong specialization, the common user is difficult to convert the theory into the actual diet scheme, and the connection channel from scheme recommendation to food material acquisition is lacked. Therefore, a traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking is provided, and the traditional Chinese medicine constitution dietary therapy optimizing system with standardized information, convenient and fast evaluation, dynamic scheme and closed cyclization management can be realized, so that popularization and accurate application of traditional Chinese medicine dietary therapy are promoted. Disclosure of Invention The invention overcomes the defects of the prior art and provides the traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking. In order to achieve the aim, the invention adopts the technical scheme that the traditional Chinese medicine constitution dietary therapy optimizing system based on dynamic feedback and data tracking comprises a data layer, an evaluation layer, an analysis layer, a recommendation layer, a feedback optimizing layer and a user interaction layer; The data layer is used for constructing a standardized traditional Chinese and western medicine disease name-evidence-medicine food tabu database, the evaluation layer is used for verifying and optimizing a traditional Chinese medicine physique evaluation table, the analysis layer is used for carrying out physique judgment on the physique evaluation table and integrating health data input by a user, the physique evaluation table is matched with each database in the data layer, tabu medicine foods and proper medicine foods are screened out according to a matching result, the recommendation layer is used for generating medicine food recommendation from two aspects of common disease diet tabu and physique diet therapy schemes based on the result of the analysis layer, and the feedback optimization layer is used for constructing a dynamic data tracking and algorithm optimization module; The user interaction layer is a core carrier and comprises built online a