CN114780837A - Intelligent personalized life style recommendation system - Google Patents

Intelligent personalized life style recommendation system Download PDF

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CN114780837A
CN114780837A CN202210368950.4A CN202210368950A CN114780837A CN 114780837 A CN114780837 A CN 114780837A CN 202210368950 A CN202210368950 A CN 202210368950A CN 114780837 A CN114780837 A CN 114780837A
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皮喜田
韩浩
刘洪英
吴沁莹
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Chongqing Health Technology Co ltd
Chongqing University
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Chongqing University
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Abstract

The invention discloses an intelligent personalized life style recommendation system which comprises a user side, a doctor advisor side and a health data cloud platform, wherein the doctor advisor side is connected with the user side through a network; the user side comprises a user registration login module, a user information management module, an external environment information management module, an intelligent behavior intervention module, a doctor consultant selection module, a personalized healthy life scheme management module and a prescription recommendation management module; the invention comprehensively considers various evaluation indexes, can provide an enough effective personalized health management scheme, and is beneficial to correctly guiding the user to carry out self health management.

Description

Intelligent personalized life style recommendation system
Technical Field
The invention relates to the field of health management, in particular to an intelligent personalized life style recommendation system.
Background
With the continuous development of modern science and technology and information technology, the demand of personalized life scheme is continuously increasing, whether for individual patients or for common individuals. In the aspect of diet, there are mediterranean diet, original diet or vegetarian diet, and in the aspect of exercise, there are aerobic exercise, aerobic exercise plus resistance exercise or high-strength training. However, personalized research of these life plans seems to have not been deeply explored.
Most people in modern society want to be healthier and better, thereby reducing the risk of chronic diseases. To meet such a requirement, a person-to-person life scheme is needed to guide each person, but the living environment of the human beings is subjected to various periods, various factors influence each person, and the variety from internal factors to external factors, such as infants, teenagers and elderly people, or the social status, social pressure, income level and the like of the person jointly form the diversity and complexity of each person.
The living standard of people is continuously improved, meanwhile, the incidence rate of chronic diseases is higher and higher, particularly the incidence rate of fatty liver is more than 25 percent in China, and long-term poor eating habits, exercise habits, sedentary and other behavioral habits can directly cause physiological dysfunction, thereby causing various chronic diseases. The health food habit, the exercise habit and the behavior habit are developed, and the guidance of doctors is combined, so that the prevention and the treatment of the fatty liver are facilitated. In the existing health management system, evaluation indexes such as traditional Chinese medicine constitutional features, occupation features, local altitude, air temperature, weather and the like of a user are not considered, so that the limitation is high, a sufficient and effective health management scheme is difficult to provide, guidance of a doctor is lacked, and a chronic patient is difficult to be correctly guided to carry out self health management.
Disclosure of Invention
The invention aims to provide an intelligent personalized life style recommendation system, which comprises a user side, a doctor advisor side and a health data cloud platform;
the user side comprises a user registration login module, a user information management module, an external environment information management module, an intelligent behavior intervention module, a doctor consultant selection module, a personalized healthy life scheme management module and a prescription recommendation management module;
the user registers and logs in through the user registration and login module;
the user information management module is used for inputting and displaying user personal information and respectively transmitting the user personal information to a doctor consultant end and the health data cloud platform;
the external environment information module is used for inputting and displaying external environment information of a user and respectively transmitting the external environment information to a doctor consultant end and the health data cloud platform;
the intelligent behavior intervention module is used for displaying behavior intervention record information and behavior intervention suggestions transmitted by a doctor counselor;
the doctor consultant selection module displays a plurality of doctor consultants to choose from; the user selects a physician consultant via a physician consultant selection module;
the personalized healthy life scheme management module comprises a nutritional life scheme module, a daily diet scheme module, a sports life scheme module and a personalized healthy life scheme historical record module;
the nutritional life scheme module is used for generating and managing a nutritional life scheme of the user;
the daily diet scheme module is used for generating and managing a daily diet scheme of the user;
the sports life scheme module is used for generating and managing a sports life scheme of the user;
the personalized healthy life scheme history recording module is used for storing and displaying a user historical nutritional life scheme, a daily diet scheme and a sports life scheme;
the suggested prescription management module is used for displaying the suggested prescription sent by the doctor consultant;
the doctor consultant end module comprises a user registration login module, a management workstation module, a guidance evaluation module, a proposal prescription issuing module, a consultant personal information management module and a user management module;
the user registration login module is used for registering and verifying the identity of the doctor consultant;
the management workstation module is used for displaying and managing daily behavior intervention records and behavior intervention suggestion records of the user;
the guidance evaluation module is used for inputting a guidance evaluation result of the user behavior intervention record and transmitting the guidance evaluation result to the user side;
the release suggestion prescription module is used for displaying and generating suggestion prescriptions and transmitting the suggestion prescriptions to the user side;
the consultant personal information management module is used for inputting and managing the doctor consultant personal information;
the user management module is used for displaying information of a user;
the health data cloud platform comprises a data analysis module, a data transmission module, a professional information auditing module, a doctor consultant intelligent recommendation generation module and a data storage module;
the data analysis module comprises an individualized healthy life scheme knowledge base module and an individualized healthy life scheme intelligent generation module;
the personalized health life scheme knowledge base module comprises a nutrition suitability base module, a nutrition limitation base module, a daily diet suitability base module, a daily diet limitation base module, a motion suitability base module and a motion limitation base module;
the nutrition appropriateness library module and the nutrition limiting library module are respectively stored with nutrition appropriateness and limiting information corresponding to user groups, Chinese medicine physique, personal economic condition, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude area;
the daily diet appropriateness library module and the daily diet restriction library module are respectively stored with daily diet appropriateness and restriction information corresponding to user groups, Chinese medicine constitutions, personal economic conditions, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude areas;
the exercise appropriateness library module and the exercise limiting module are respectively stored with exercise appropriateness and limiting information corresponding to user groups, traditional Chinese medicine physiques, personal economic conditions, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude areas;
the personalized healthy life scheme intelligent generation module stores a personalized healthy life scheme intelligent generation model; the personalized healthy life scheme intelligent generation model is used for generating a personalized healthy life scheme intelligent generation result; the intelligent generation result of the personalized healthy life scheme comprises a nutritional life scheme, a daily diet scheme and a sports life scheme;
the step of generating the intelligent generation result of the personalized healthy life scheme comprises the following steps:
1) the personalized healthy life scheme intelligent generation module receives user crowd classification information, traditional Chinese medicine constitution characteristic information, personal economic condition information, occupational characteristic information, disease condition information, BMI information, waistline information, waist-hip ratio information and altitude area information of a user person transmitted by the user information management module and the external environment information management module, and generates a user crowd classification grade, a traditional Chinese medicine constitution characteristic grade, a personal economic condition grade, an occupational characteristic grade, a disease condition grade, a BMI grade, a waistline grade, a waist-hip ratio grade and an altitude area grade;
2) the user crowd classification information is matched with the user crowd classification information parameters according to the user crowd classification information grade;
the traditional Chinese medicine constitution characteristic information is matched with the traditional Chinese medicine constitution characteristic parameters according to the traditional Chinese medicine constitution characteristic grades;
the personal economic condition information is matched with the personal economic condition information parameters according to the personal economic condition information grade;
the professional characteristic information is matched with professional characteristic parameters according to professional characteristic grades;
the disease condition information is matched to the disease condition parameters according to the disease condition grade;
the BMI information is matched with BMI parameters according to the BMI grade;
the waist circumference information is matched with waist circumference parameters according to waist circumference grades;
matching the waist-hip ratio information with waist-hip ratio parameters according to the waist-hip ratio grade;
the altitude area information is matched with an altitude area parameter according to the altitude area grade;
3) the personalized health life scheme knowledge base module is matched with user crowd classification information, traditional Chinese medicine constitution characteristic information, personal economic condition information, occupational characteristic information, disease condition information, BMI information, waistline information, waist-hip ratio information and altitude region information of a user individual in the user information management module and the external environment information management module;
4) the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure BDA0003587065800000031
Figure BDA0003587065800000032
Figure BDA0003587065800000033
wherein, the grade A, the grade B, the grade C, the grade D, the grade E, the grade F, the grade G, the grade H and the grade J are respectively as follows:
Figure BDA0003587065800000034
Figure BDA0003587065800000035
Figure BDA0003587065800000041
Figure BDA0003587065800000042
Figure BDA0003587065800000043
Figure BDA0003587065800000044
in the formula, n, m and p are the number of the user information and the external information which are correspondingly input
5) The personalized health life scheme intelligent generation module generates a personalized health life scheme index R which is R1+ R2+ R3 and is matched with the personalized health life scheme knowledge base module, and the personalized health life scheme intelligent generation result;
the personalized healthy life scheme intelligent generation module transmits a personalized healthy life scheme intelligent generation result to the data transmission module;
the data transmission module is used for data interaction with a user side and a doctor consultant side;
the data transmission module transmits the intelligent generation result of the personalized health life scheme to the user side and the doctor consultant side;
the professional information auditing module is used for displaying and auditing the professional registration information input by the doctor advisor terminal and transmitting the professional information auditing result to the professional information authentication display module;
the doctor consultant intelligent recommendation generation module transmits optional doctor consultants to the user side through the data transmission module; the data storage module is used for storing data of the data analysis module, the data transmission module and the doctor consultant intelligent recommendation generation module.
Preferably, the personalized healthy life scheme knowledge base module further stores nutrition suitability, daily diet suitability, exercise suitability and restriction information corresponding to outdoor temperature and weather conditions;
the user information management module and the external environment information management module also acquire and store outdoor temperature information and weather condition information;
the personalized healthy life scheme intelligent generation module receives the outdoor temperature information and the weather condition information, generates an outdoor temperature grade and a weather condition grade, matches the outdoor temperature parameter according to the outdoor temperature grade, and matches the weather condition parameter according to the weather condition grade;
the personalized health life scheme knowledge base module is also matched with outdoor temperature information and weather condition information in the user information management module and the external environment information management module;
the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure BDA0003587065800000051
Figure BDA0003587065800000052
Figure BDA0003587065800000053
wherein, the level K and the level L are as follows
Figure BDA0003587065800000054
In the formula, K1、K2、K3Represents an outdoor temperature level; k is a radical of1、k2、k3、…、k7Represents an outdoor temperature parameter; l is1、L2、L3、L4、L5Indicating a weather condition rating; l. the1、l2、l3、…、l7Representing a weather condition parameter.
Preferably, the knowledge base module of the personalized healthy living scheme also stores nutrition suitability, daily diet suitability, exercise suitability and restriction information corresponding to general symptoms, skin symptoms, head symptoms, neck symptoms, chest symptoms, back symptoms, abdomen symptoms, waist symptoms, hip symptoms, pelvic symptoms, genital part symptoms and limb symptoms;
the user information management module and the external environment information management module also acquire and store general symptom information, skin symptom information, head symptom information, neck symptom information, chest symptom information, back symptom information, abdomen symptom information, waist symptom information, hip symptom information, pelvic symptom information, genital part symptom information, and limb symptom information;
the personalized healthy life scheme intelligent generation module receives the general symptom information, the skin symptom information, the head symptom information, the neck symptom information, the chest symptom information, the back symptom information, the abdomen symptom information, the waist symptom information, the hip symptom information, the pelvic symptom information, the genital symptom information and the limb symptom information, generates the general symptom grade, the skin symptom grade, the head symptom grade, the neck symptom grade, the chest symptom grade, the back symptom grade, the abdomen symptom grade, the waist symptom grade, the hip symptom grade, the pelvic symptom grade, the genital symptom grade and the limb symptom grade, and matches the general symptom parameter, the skin symptom parameter, the head symptom parameter, the neck symptom parameter, the chest symptom parameter, the back symptom parameter, the abdominal symptom parameter, the waist symptom parameter, the cervical symptom parameter, the pelvic symptom parameter, the cervical symptom grade, the cervical symptom parameter, the chest symptom parameter, the cervical symptom parameter, the abdominal symptom parameter, the pelvic symptom parameter, the abdominal symptom parameter, the pelvic symptom parameter, the body symptom level, the body and the body level, the body and the body level, the body and the body level, the body are matched to be in the body are arranged in the body and the body symptom level, the body are arranged in the body, the body are arranged in the body, the body are arranged in the body, the body are arranged in the body, the body is arranged in the body, the body is arranged in the body, the body is arranged in the body, hip symptom parameter, pelvic symptom parameter, genital part symptom parameter, and limb symptom parameter;
the personalized healthy life scheme knowledge base module is also matched with general symptom information, skin symptom information, head symptom information, neck symptom information, chest symptom information, back symptom information, abdomen symptom information, waist symptom information, hip symptom information, pelvic symptom information, genital part symptom information and limb symptom information in the user information management module and the external environment information management module;
the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure BDA0003587065800000055
Figure BDA0003587065800000056
Figure BDA0003587065800000061
Figure BDA0003587065800000062
wherein, level M, level N, level O, level P, level Q, level R, level S, level T, level U, level V, level W and level X are respectively as follows:
Figure BDA0003587065800000063
Figure BDA0003587065800000064
Figure BDA0003587065800000065
Figure BDA0003587065800000071
Figure BDA0003587065800000072
Figure BDA0003587065800000073
in the formula, m1、m2、m3、…、m7Is a systemic symptom parameter; n is a radical of an alkyl radical1、n2、n3、…、n7Is a skin condition parameter; o1、o2、o3、…、o7Is a head symptom parameter; p is a radical of1、p2、p3、…、p7Is a cervical symptom parameter; q. q.s1、q2、q3、…、q7Is a chest symptom parameter; r is1、r2、r3、…、r7Is a back symptom parameter; s1、s2、s3、…、s7Abdominal symptom parameters; t is t1、t2、t3、…、t7Is a waist symptom parameter; u. of1、u2、u3、…、u7Is a hip symptom parameter; v. of1、v2、v3、…、v7Parameters of pelvic cavity symptoms; w is a1、w2、w3、…、w7Is a reproductive site symptom parameter; x is the number of1、x2、x3、…、x7Parameters of limb symptoms。
Preferably, the personalized healthy life scheme management module further comprises a user life scheme evaluation selection module; the user life scheme evaluation selection module comprises a scheme appropriateness evaluation selection module and an optimization feedback module;
the regimen fitness evaluation selection module is used for selecting a regimen fitness parameter delta for the generated nutritional, daily dietary and athletic regimens, delta ranging from [ delta ] to [ delta ]1，δ7]；δ1、δ7Is a real number;
the optimization feedback module is used for calculating the difference value between the previous time and the current life scheme suitability parameter delta, if the difference value is larger than 0, the life scheme suitability parameter | delta | is added into the personal information and the external environment information of the user, so that the personalized healthy life scheme knowledge base module is matched with the life scheme suitability parameter | delta | in the user information management module and the external environment information management module, and the nutritional life scheme R1, the daily diet life scheme R2 and the sports life scheme R3 are updated.
Preferably, the user registration login module comprises a user registration module, a user login module and an identity authentication module;
a user registers through a user registration module to obtain an identity ID;
a user logs in through a user login module;
the identity authentication module is used for verifying the identity ID and the password of the user login, and if the verification fails, the user cannot use the personalized life style intelligent recommendation system; criteria for failure of the verification are: the identity ID of the user login does not exist, or the identity ID of the user login does not correspond to the password.
Preferably, the user information management module comprises a user crowd classification information acquisition module, a traditional Chinese medicine physical characteristic acquisition module, a personal economic status information acquisition module, an occupation characteristic acquisition module, a disease condition acquisition module, a BMI acquisition module, a waistline acquisition module, a waist-to-hip ratio acquisition module, a whole body symptom acquisition module, a skin symptom acquisition module, a head symptom acquisition module, a neck symptom acquisition module, a chest symptom acquisition module, a back symptom acquisition module, an abdomen symptom acquisition module, a waist symptom acquisition module, a hip symptom acquisition module, a pelvic symptom acquisition module, a genital part symptom acquisition module and a limb symptom acquisition module;
the user population classified information acquisition module, the traditional Chinese medicine physique characteristic acquisition module, the individual economic condition information acquisition module, the occupation characteristic acquisition module, the disease condition acquisition module, the BMI acquisition module, the waistline acquisition module, the waist-hip ratio acquisition module, the whole body symptom acquisition module, the skin symptom acquisition module, the head symptom acquisition module, the neck symptom acquisition module, the chest symptom acquisition module, the back symptom acquisition module, the abdomen symptom acquisition module, the waist symptom acquisition module, the hip symptom acquisition module, the pelvic symptom acquisition module, the reproductive part symptom acquisition module and the four-limb symptom acquisition module are respectively used for inputting the types of user populations, the traditional Chinese medicine physique, income level, the occupation characteristic, the disease condition, the BMI, the waistline, the waist-hip ratio, the whole body symptom, the skin symptom, the head symptom, the neck symptom, the chest symptom, the back symptom, Abdominal symptoms, lumbar symptoms, hip symptoms, pelvic symptoms, genital symptoms, and limb symptoms;
the user crowd classification information acquisition module comprises a user crowd classification information grade module and a user crowd classification information parameter module;
the user crowd classified information grade module generates and displays a user crowd classified information grade module A according to the personal information of the user; the user crowd classification information grade module A is four grades which are respectively infants, teenagers, pregnant women and old people;
the user crowd classification information parameter module generates and displays a user crowd classification information parameter a according to the personal information of the useri(ii) a User crowd classification information parameter aiIn the range of [ a1，a7]；a1、a7Is a real number;
the traditional Chinese medicine constitution characteristic acquisition module comprises a traditional Chinese medicine constitution characteristic grade module and a traditional Chinese medicine constitution characteristic parameter module;
the traditional Chinese medicine constitution characteristic grade module generates and displays a traditional Chinese medicine constitution characteristic grade B according to the personal information of the user; the traditional Chinese medicine constitution characteristic grade B is nine grades which are respectively yang deficiency, yin deficiency, damp-heat, phlegm-damp, blood stasis, qi stagnation, qi deficiency, anaphylaxis and mild;
the Chinese medicine constitution characteristic parameter module generates and displays Chinese medicine constitution parameters b according to the personal information of the useri(ii) a Constitutional parameter b of traditional Chinese medicineiIn the range of [ b1，b7]；b1、b7Is a real number;
the personal economic condition information acquisition module comprises a personal economic condition information grade module and a personal economic condition information parameter module;
the personal economic condition information grade module generates and displays a personal economic condition information grade according to the personal information of the user; the personal economic condition information grade C is five grades, namely a low income level, a middle lower income level, a middle upper income level and a high income level;
the personal economic condition information parameter module generates and displays a personal economic condition information parameter c according to the personal information of the useri(ii) a The personal economic status information parameter ciIn the range of [ c1，c7]；c1、c7Is a real number;
the occupation characteristic acquisition module comprises an occupation characteristic grade module and an occupation characteristic parameter module;
the professional characteristic grade module generates and displays a professional characteristic grade D according to personal information of a user; the occupational characteristic grade D is four grades, namely mental labor, low physical labor, middle physical labor and heavy physical labor;
the professional characteristic parameter module generates and displays professional characteristic parameters d according to personal information of the useri(ii) a Occupational characteristic parameter diIn the range of [ d1，d7]；d1、d7Is a real number;
the disease condition acquisition module comprises a disease condition grade module and a disease condition parameter module;
the disease condition grade module generates and displays a disease condition grade E according to the personal information of the user; the disease status grade E is eighteen grades which are respectively infectious diseases, parasitic diseases, malignant tumors, tumors of good heart, endocrine diseases, blood and hematopoietic organ diseases, psychosis, nervous system diseases, eye and appendage diseases, ear and papillary diseases, circulatory system diseases, respiratory system diseases, digestive system diseases, urogenital system diseases, complications of pregnancy and childbirth and puerperium, skin and subcutaneous tissue diseases, musculoskeletal system diseases and connective tissue diseases;
the disease condition parameter module generates and displays a disease condition parameter e according to personal information of a useri(ii) a The disease state parameter eiIn the range of [ e1，e7]；e1、e7Is a real number;
the BMI acquisition module comprises a BMI grade module and a BMI parameter module;
the BMI grade module generates and displays a BMI grade F according to personal information of a user;
the BMI grade F is three grades, and the BMI range is 18.5-23.9kg/m2When F is 1; BMI in the range of 24-27.9kg/m2When F is 2; BMI is more than or equal to 28kg/m2When F is 3;
the BMI parameter module generates and displays a BMI parameter f according to personal information of a useri(ii) a The BMI parameter fiHas a range of [ f1，f7]；f1、f7Is a real number;
the waistline acquisition module comprises a waistline grade module and a waistline parameter module;
the waistline grade module generates and displays a waistline grade G according to the personal information of the user; the waist circumference grade G is three, and G is 1 when the waist circumference is less than or equal to 85 cm; g is 2 when the waist range is 85-90 cm; g is 3 when the waist circumference is more than or equal to 95 cm;
the waistline parameter module generates and displays a waistline parameter g according to the personal information of the useri(ii) a The waist circumference parameter giIn the range of [ g1，g7]；g1、g7Is a real number;
the waist-hip ratio acquisition module comprises a waist-hip ratio grade module and a waist-hip ratio parameter module;
the waist-hip ratio grade module generates and displays a waist-hip ratio grade H according to the personal information of the user; the waist-hip ratio grade H is three, and H is 1 when the waist-hip ratio is less than or equal to 0.7; h is 2 when the waist-hip ratio is slightly 0.7-0.9; h is 3 when the waist-hip ratio is more than or equal to 0.9;
the waist-hip ratio parameter module generates and displays a waist-hip ratio parameter h according to personal information of a useri(ii) a The waist-hip ratio parameter hiIn the range of [ h1，h7]；h1、h7Is a real number;
the general symptom information acquisition module comprises a general symptom information grade module and a general symptom parameter module;
the whole body symptom grade module generates and displays a whole body symptom grade module M according to the personal information of the user; the constitutional symptom grade module M is twelve grades, namely septicemia, convulsion, trauma, hypotension, aversion to cold, fever, shivering, hypodynamia, coma, muscle soreness, lymphadenectasis and anemia;
the general symptom parameter module generates and displays a general symptom parameter m according to the personal information of the useri(ii) a Systemic symptom parameter miIn the range of [ m1，m7]；m1、m7Is a real number;
the skin symptom information acquisition module comprises a skin symptom information grade module and a skin symptom parameter module;
the skin symptom grade module generates and displays a skin symptom grade module N according to the personal information of the user; the skin symptom grade module N is twelve grades, namely night sweat, chilblain, hyperhidrosis, scale, roseola, herpes, xerosis cutis, pimple, freckle, pruritus, eczema and cyanosis;
the skin symptom parameter module generates and displays a skin symptom parameter n according to personal information of a useri(ii) a Skin condition parameter niIn the range of [ n1，n7]；n1、n7Is a real number;
the head symptom information acquisition module comprises a head symptom information grade module and a head symptom parameter module;
the head symptom grade module generates and displays a head symptom grade module O according to the personal information of the user; the head symptom grade module O is eleven grades, and is headache, dizziness, photophobia, asthenopia, tinnitus, earache, epistaxis, nasal obstruction, cough, dry mouth and toothache respectively;
the head symptom parameter module generates and displays a head symptom parameter o according to personal information of a useri(ii) a Head symptom parameter oiIn the range of [ o1，o7]；o1、o7Is a real number;
the neck symptom information acquisition module comprises a neck symptom information grade module and a neck symptom parameter module;
the neck symptom grade module generates and displays a neck symptom grade module P according to the personal information of the user; the neck symptom grade module P is four grades, namely larynx edema, thyroid enlargement, stiff neck and dysphagia;
the neck symptom parameter module generates and displays a neck symptom parameter p according to personal information of a useri(ii) a Neck symptom parameter piIn the range of [ p1，p7]；p1、p7Is a real number;
the chest symptom information acquisition module comprises a chest symptom information grade module and a chest symptom parameter module;
the chest symptom grade module generates and displays a chest symptom grade module Q according to the personal information of the user; the chest symptom grade module Q is twelve grades which are dyspnea, hemoptysis, asthma, breast lump, nipple invagination, palpitation, angina pectoris, arrhythmia, chest distress, chest pain and asphyxia respectively;
the chest symptom parameter module generates and displays a chest symptom parameter q according to personal information of a useri(ii) a Chest symptom parameter qiIn the range of [ q ]1，q7]；q1、q7Is a real number;
the back symptom information acquisition module comprises a back symptom information grade module and a back symptom parameter module;
the back symptom grade module generates and displays a back symptom grade module R according to the personal information of the user; the back symptom grade module R is of a second grade and respectively refers to scoliosis and juvenile intervertebral disc prolapse;
the back symptom parameter module generates and displays a back symptom parameter r according to personal information of a useri(ii) a Back symptom parameter riIn the range of [ r1，r7]；r1、r7Is a real number;
the abdominal symptom information acquisition module comprises an abdominal symptom information grade module and an abdominal symptom parameter module;
the abdominal symptom grade module generates and displays an abdominal symptom grade module S according to the personal information of the user; the abdominal symptom grade module S is twelve grades, namely constipation, nausea, regurgitation, abdominal pain, diarrhea, abdominal distension, dysentery, splenomegaly, inappetence, stomachache, dyspepsia and anorexia;
the abdominal symptom parameter module generates and displays an abdominal symptom parameter s according to the personal information of the useri(ii) a Abdominal symptom parameter siIn the range of [ s ]1，s7]；s1、s7Is a real number;
the lumbar symptom information acquisition module comprises a lumbar symptom information grade module and a lumbar symptom parameter module;
the waist symptom grade module generates and displays a waist symptom grade module T according to the personal information of the user; the waist symptom grade module T is five grades, namely urgency of micturition, odynuria, nephrotic syndrome, low back pain and lumbar disc herniation;
the waist symptom parameter module generates and displays a waist symptom parameter t according to personal information of a useri(ii) a Lumbar symptom parameter tiIn the range of [ t1，t7]；t1、t7Is a real number;
the buttock symptom information acquisition module comprises a buttock symptom information grade module and a buttock symptom parameter module;
the hip symptom grade module generates and displays a hip symptom grade module U according to the personal information of the user; the hip symptom grade module U is four grades, namely hemafecia, anal fissure, pruritus ani and rectocele;
the buttock symptom parameter module generates and displays a buttock symptom parameter u according to personal information of a useri(ii) a Parameter u of hip symptomsiIn the range of [ u ]1，u7]；u1、u7Is a real number;
the pelvic cavity symptom information acquisition module comprises a pelvic cavity symptom information grade module and a pelvic cavity symptom parameter module;
the pelvic cavity symptom grade module generates and displays a pelvic cavity symptom grade module V according to personal information of a user; the pelvic symptom grade module V is seven grades and respectively indicates frequent micturition, urinary incontinence, hematuria, oliguria, anuresis, enuresis and hydramnion;
the pelvic cavity symptom parameter module generates and displays a pelvic cavity symptom parameter v according to personal information of a useri(ii) a Pelvic symptom parameter viIn the range of [ v ]1，v7]；v1、v7Is a real number;
the genital part symptom information acquisition module comprises a genital part symptom information grade module and a genital part symptom parameter module;
the genital part symptom grade module generates and displays a genital part symptom grade module W according to the personal information of the user; the genital part symptom grade module W is nine grades, and the genital part symptom grade module W is respectively leucorrhea, amenorrhea, dysmenorrhea, cervical erosion, abortion, sexual intercourse pain, hyposexuality, spermatorrhea and testicular pain;
the genital part symptom parameter module generates and displays a genital part symptom parameter w according to the personal information of the useri(ii) a Genital region symptom parameter wiIn the range of [ w1，w7]；w1、w7Is a real number;
the four-limb symptom information acquisition module comprises a four-limb symptom information grade module and a four-limb symptom parameter module;
the four-limb symptom grade module generates and displays a four-limb symptom grade module X according to the personal information of the user; the four-limb symptom grade module X is eight grades, and respectively refers to monoplegia, liver and palm, corn, cramp, varicosity, rhagadia manus et pedis, hypodynamia and elbow joint dislocation;
the four-limb symptom parameter module generates and displays a four-limb symptom parameter x according to the personal information of the useri(ii) a Parameter of extremity symptoms xiIn the range of [ x ]1，x7]；x1、x7Is a real number;
the external environment information acquisition module comprises an altitude area acquisition module, an outdoor temperature acquisition module and a weather condition acquisition module;
the altitude area acquisition module, the outdoor temperature acquisition module and the weather condition acquisition module are respectively used for recording the altitude area, the outdoor temperature and the weather condition of the user.
The altitude area acquisition module comprises an altitude area grade module and an altitude area parameter module;
the altitude area grade module generates and displays an altitude area grade J according to external environment information; the altitude area grade J is three grades, namely a low altitude area, a medium altitude area and a high altitude area;
the elevation region grade module generates and displays an elevation region parameter j according to external environment informationi(ii) a The altitude area parameter jiIn the range of [ j1，j7]；j1、j7Is a real number;
the outdoor temperature acquisition module comprises an outdoor temperature grade module and an outdoor temperature parameter module;
the outdoor temperature grade module generates and displays an outdoor temperature grade K according to external environment information; the outdoor temperature grade K is three grades, namely cold and warm;
the outdoor temperature parameter module generates and displays an outdoor temperature parameter k according to external environment informationi(ii) a The outdoor temperature parameter kiHas a range of [ k ]1，k7]；k1、k7Is a real number;
the weather condition acquisition module comprises a weather condition grade module and a weather condition parameter module;
the weather condition grade module generates and displays a weather condition grade L according to external environment information; the weather condition grade L is five grades, namely sunny days, cloudy days, rainy days, snowy days and haze;
the weather condition parameter module generates and displays a weather condition parameter l according to external environment informationi(ii) a The weather condition parameter liIn the range of [ l1，l7]；l1、l7Are real numbers.
Preferably, the intelligent behavior intervention module comprises an intelligent behavior intervention recording module and a behavior intervention suggestion module;
the intelligent behavior intervention recording module comprises a drinking behavior recording module, a sedentary behavior recording module and a sleeping behavior recording module;
the drinking behavior recording module records drinking behaviors of the user;
the sedentary behavior recording module records the sedentary behavior of the user;
the sleep behavior recording module records the sleep behavior of the user;
the behavior intervention suggestion module comprises a guidance evaluation result display module and a behavior intervention suggestion management module;
the guide evaluation result display module is used for displaying the guide evaluation result of the doctor consultant on the user behavior intervention record in the guide evaluation module;
the behavior intervention suggestion management module is used for displaying and inquiring a guidance evaluation result.
The doctor consultant selection module comprises a doctor consultant list display module, a doctor consultant detail display module and a doctor consultant management module;
the doctor consultant list display module is used for displaying doctor consultants selectable by a user;
the doctor consultant detail display module is used for displaying personal information of a doctor consultant;
the physician advisor management module is for selecting a physician advisor.
The suggested prescription management module comprises a suggested prescription content display module and a suggested prescription historical record management module;
the suggested prescription content display module is used for displaying the suggested prescription transmitted by the doctor consultant;
the suggested prescription history management module is used for managing the historical suggested prescriptions transmitted by the doctor consultant.
Preferably, the management workstation module comprises a user behavior record management module and a user behavior suggestion management module;
the user behavior record management module is used for displaying and managing the daily behavior intervention record of the user;
the user behavior suggestion management module is used for displaying and managing behavior intervention suggestion records of the user.
The guide evaluation module comprises a guide evaluation entry module and a guide evaluation record management module;
the guide evaluation input module is used for inputting the evaluation content of the doctor consultant on the current intervention record condition of the user;
the guide evaluation record management module is used for managing the evaluation content of the doctor consultant on the current intervention record condition of the user;
the suggested prescription issuing module comprises a suggested prescription entering module and a suggested prescription record management module;
the suggested prescription entering module is used for entering a suggested prescription;
the suggested prescription record management module is used for managing suggested prescriptions; the management comprises adding, modifying and deleting;
the consultant personal information management module comprises a consultant personal basic information input module, a consultant professional audit display module and a consultant personal information historical record management module;
the advisor personal basic information input module is used for inputting advisor personal basic information;
the consultant professional audit display module is used for displaying consultant professional audit results; the consultant occupation audit display module is connected with an occupation information audit module of the health data cloud platform; the consultant professional audit display module calls data of the professional information audit module, so that the professional audit condition of the current doctor consultant is displayed; the professional information auditing module is used for displaying and auditing the professional registration information input by the doctor advisor and transmitting the professional information auditing result to the professional information authentication display module; professional registration information is input by professional registration modules of the user side and the doctor consultant side;
the consultant personal information history management module is used for managing consultant personal information history;
the user management module comprises a user searching module and a user attention state management module;
the user searching module displays users concerned by a doctor consultant;
the user attention status management module manages users that are attended by the doctor advisor.
Preferably, the doctor consultant intelligent recommendation generating module comprises a user personal career registration type unit, a career rating module, a career auditing condition unit, a doctor consultant unit and a recommendation index generating unit, wherein the user professional registration type unit, the career rating module and the career auditing condition unit are used for determining whether the user personal career registration type unit is approved to become a doctor consultant unit;
the user personal occupation registration type unit is used for acquiring a personal occupation registration type of a doctor consultant and transmitting the personal occupation registration type to the recommendation index generation unit;
the types of professional registrations include physicians, nursing physicians, dieticians, health managers, rehabilitation therapists, researchers, and doctor's;
the title grade module is used for acquiring the title grade of a doctor consultant and transmitting the title grade to the recommendation index generation unit;
the professional audit condition unit is used for acquiring professional audit conditions of a doctor consultant and transmitting the professional audit conditions to the recommendation index generation unit;
the doctor consultant becoming or not agreeing unit is used for acquiring whether the optional doctor consultant agrees to become a doctor consultant of the user or not and transmitting the doctor consultant to the recommendation index generating unit;
the recommendation index generation unit generates a recommendation index according to the received data, and recommends an optional doctor consultant to the user side in a descending order according to the recommendation index.
Preferably, the nutritional lifestyle includes the types of food consumed daily, the nutrient elements of the food, the daily intake of each food;
the daily diet scheme comprises dish type, dish series, dish cooking mode, meat and vegetable conditions of the dishes and dish matching conditions;
the exercise life scheme comprises aerobic exercise items, exercise time, exercise intensity and exercise consumption.
The technical effect of the invention is undoubted, and the invention comprehensively considers various evaluation indexes, can provide a sufficient and effective personalized health management scheme, and is beneficial to correctly guiding the user to carry out self health management.
Drawings
FIG. 1 is a block diagram of the system of the present invention;
fig. 2 is a schematic diagram of the intelligent result generation step of the personalized healthy life scheme of the present invention.
Detailed Description
The present invention will be further described with reference to the following examples, but it should be understood that the scope of the subject matter described above is not limited to the following examples. Various substitutions and modifications can be made without departing from the technical idea of the invention and the scope of the invention according to the common technical knowledge and the conventional means in the field.
Example 1:
referring to fig. 1 to 2, the personalized lifestyle intelligent recommendation system includes a user side, a doctor advisor side, and a health data cloud platform;
the user side comprises a user registration login module, a user information management module, an external environment information management module, an intelligent behavior intervention module, a doctor consultant selection module, a personalized healthy life scheme management module and a prescription recommendation management module; the hardware of the user side and the doctor consultant side comprises a data display module, an input interface and a wireless transmission module; the input interface, the data display module and the wireless transmission module are respectively used for acquiring, displaying and transmitting external environment information;
the user registers and logs in through the user registration and login module;
the user information management module is used for inputting and displaying user personal information and respectively transmitting the user personal information to a doctor consultant end and the health data cloud platform;
the external environment information module is used for inputting and displaying external environment information of a user and respectively transmitting the external environment information to a doctor consultant end and the health data cloud platform;
the intelligent behavior intervention module is used for displaying behavior intervention record information and behavior intervention suggestions transmitted by a doctor consultant end;
the doctor consultant selection module displays a plurality of doctor consultants to choose from; the user selects a physician consultant via a physician consultant selection module;
the personalized healthy life scheme management module comprises a nutritional life scheme module, a daily diet scheme module, a sports life scheme module and a personalized healthy life scheme historical record module;
the nutritional life scheme module is used for generating and managing a nutritional life scheme of a user; the daily diet scheme module is used for generating and managing a daily diet scheme of the user; the sports life scheme module is used for generating and managing a sports life scheme of the user; the personalized healthy life scheme history recording module is used for storing and displaying a user historical nutritional life scheme, a daily diet scheme and a sports life scheme;
the suggested prescription management module is used for displaying the suggested prescription sent by the doctor consultant;
the doctor consultant end module comprises a user registration login module, a management workstation module, a guidance evaluation module, a proposal prescription issuing module, a consultant personal information management module and a user management module;
the user registration login module is used for registering and verifying the identity of the doctor consultant;
the management workstation module is used for displaying and managing daily behavior intervention records and behavior intervention suggestion records of the user; the guidance evaluation module is used for inputting a guidance evaluation result of the user behavior intervention record and transmitting the guidance evaluation result to the user side; the system comprises a prescription issuing module, a prescription issuing module and a user side, wherein the prescription issuing module is used for displaying and generating a recommended prescription and transmitting the recommended prescription to the user side; the consultant personal information management module is used for inputting and managing the personal information of a consultant of a doctor;
the user management module is used for displaying information of a user;
the health data cloud platform comprises a data analysis module, a data transmission module, a professional information auditing module, a doctor consultant intelligent recommendation generation module and a data storage module;
the data analysis module comprises an individualized healthy life scheme knowledge base module and an individualized healthy life scheme intelligent generation module;
the personalized health life scheme knowledge base module comprises a nutrition suitable base module, a nutrition limiting base module, a daily diet suitable base module, a daily diet limiting base module, a motion suitable base module and a motion limiting base module;
the nutrition suitability library module and the nutrition limitation library module are respectively stored with nutrition suitability and limitation information corresponding to user groups, traditional Chinese medicine constitutions, personal economic conditions, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude areas;
the daily diet appropriateness library module and the daily diet restriction library module are respectively stored with daily diet appropriateness and restriction information corresponding to user groups, Chinese medicine constitutions, personal economic conditions, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude areas;
the exercise appropriateness library module and the exercise limiting module are respectively stored with exercise appropriateness and limiting information corresponding to user groups, traditional Chinese medicine physiques, personal economic conditions, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude areas;
the personalized healthy life scheme intelligent generation module stores a personalized healthy life scheme intelligent generation model; the personalized healthy life scheme intelligent generation model is used for generating a personalized healthy life scheme intelligent generation result; the intelligent generation result of the personalized healthy life scheme comprises a nutritional life scheme, a daily diet scheme and a sports life scheme;
the personalized healthy life scheme intelligent generation module transmits a personalized healthy life scheme intelligent generation result to the data transmission module;
the data transmission module is used for data interaction with a user side and a doctor consultant side;
the data transmission module transmits the intelligent generation result of the personalized health life scheme to the user side and the doctor consultant side;
the professional information auditing module is used for displaying and auditing the professional registration information input by the doctor advisor terminal and transmitting the professional information auditing result to the professional information authentication display module;
the doctor consultant intelligent recommendation generation module transmits optional doctor consultants to the user side through the data transmission module; the data storage module is used for storing data of the data analysis module, the data transmission module and the doctor consultant intelligent recommendation generation module.
Example 2:
the main content of the personalized life style intelligent recommendation system is shown in the embodiment 1, wherein the step of generating the intelligent generation result of the personalized healthy life scheme comprises the following steps:
1) the personalized healthy life scheme intelligent generation module receives user crowd classification information, traditional Chinese medicine constitution characteristic information, personal economic condition information, occupational characteristic information, disease condition information, BMI (body mass index) information, waistline information, waist-hip ratio information and elevation region information of a user person transmitted by the user information management module and the external environment information management module, and generates a user crowd classification grade, a traditional Chinese medicine constitution characteristic grade, a personal economic condition grade, an occupational characteristic grade, a disease condition grade, a BMI grade, a waistline grade, a waist-hip ratio grade and an elevation region grade;
2) the user crowd classification information is matched with the user crowd classification information parameters according to the user crowd classification information grade;
the traditional Chinese medicine constitution characteristic information is matched with the traditional Chinese medicine constitution characteristic parameters according to the traditional Chinese medicine constitution characteristic grades;
the personal economic condition information is matched with the personal economic condition information parameters according to the personal economic condition information grade;
matching the professional characteristic information to professional characteristic parameters according to the professional characteristic grades;
the disease condition information is matched to the disease condition parameters according to the disease condition grade;
the BMI information is matched with BMI parameters according to the BMI grade;
the waist circumference information is matched with waist circumference parameters according to waist circumference grades;
matching the waist-hip ratio information with waist-hip ratio parameters according to the waist-hip ratio grade;
the altitude area information is matched with an altitude area parameter according to the altitude area grade;
3) the personalized health life scheme knowledge base module is matched with user information management module and external environment information management module, wherein the user information management module is used for managing user individual user crowd classification information, traditional Chinese medicine constitution characteristic information, personal economic condition information, occupation characteristic information, disease condition information, BMI information, waistline information, waist-hip ratio information and altitude region information;
4) the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure BDA0003587065800000151
Figure BDA0003587065800000152
Figure BDA0003587065800000153
wherein, the grade A, the grade B, the grade C, the grade D, the grade E, the grade F, the grade G, the grade H and the grade J are respectively as follows:
Figure BDA0003587065800000161
Figure BDA0003587065800000162
Figure BDA0003587065800000163
Figure BDA0003587065800000164
Figure BDA0003587065800000165
Figure BDA0003587065800000166
wherein n, m and p are the number of the user information and the external information which are correspondingly input
5) The personalized health life scheme intelligent generation module generates a personalized health life scheme index R which is R1+ R2+ R3 and is matched with the personalized health life scheme knowledge base module, and the personalized health life scheme intelligent generation result;
example 3:
the main contents of the personalized life style intelligent recommendation system are shown in the embodiment 1-2, wherein the personalized healthy life scheme knowledge base module is also stored with nutrition suitability, daily diet suitability, exercise suitability and restriction information corresponding to outdoor temperature and weather conditions;
the user information management module and the external environment information management module also acquire and store outdoor temperature information and weather condition information;
the personalized healthy life scheme intelligent generation module receives the outdoor temperature information and the weather condition information, generates an outdoor temperature grade and a weather condition grade, matches the outdoor temperature parameter according to the outdoor temperature grade, and matches the weather condition parameter according to the weather condition grade;
the personalized health life scheme knowledge base module is also matched with outdoor temperature information and weather condition information in the user information management module and the external environment information management module;
the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure BDA0003587065800000171
Figure BDA0003587065800000172
Figure BDA0003587065800000173
wherein, the level K and the level L are shown below
Figure BDA0003587065800000174
Example 4:
referring to fig. 1 to 2, the personalized lifestyle intelligent recommendation system mainly comprises embodiments 1 to 3, wherein the personalized health lifestyle intelligent knowledge base module further stores nutrition suitability, daily diet suitability, exercise suitability and restriction information corresponding to general symptoms, skin symptoms, head symptoms, neck symptoms, chest symptoms, back symptoms, abdominal symptoms, waist symptoms, hip symptoms, pelvic symptoms, genital part symptoms and limb symptoms;
the user information management module and the external environment information management module further acquire and store general symptom information, skin symptom information, head symptom information, neck symptom information, chest symptom information, back symptom information, abdomen symptom information, waist symptom information, hip symptom information, pelvic symptom information, genital part symptom information, and limb symptom information;
the personalized healthy life scheme intelligent generation module receives the general symptom information, the skin symptom information, the head symptom information, the neck symptom information, the chest symptom information, the back symptom information, the abdomen symptom information, the waist symptom information, the hip symptom information, the pelvic symptom information, the genital symptom information and the limb symptom information, generates the general symptom grade, the skin symptom grade, the head symptom grade, the neck symptom grade, the chest symptom grade, the back symptom grade, the abdomen symptom grade, the lumbar symptom grade, the hip symptom grade, the pelvic symptom grade, the genital symptom grade and the limb symptom grade, and matches the general symptom parameter, the skin symptom parameter, the head symptom parameter, the neck symptom parameter, the chest symptom parameter, the back symptom parameter, the abdominal symptom parameter, the waist symptom parameter, the cervical symptom parameter, the pelvic symptom parameter, the limb symptom grade and matches the general symptom parameter with the general symptom parameter, the skin symptom parameter, the parameters and the parameters of the body symptoms and the like, Hip symptom parameters, pelvic symptom parameters, genital part symptom parameters and limb symptom parameters;
the personalized healthy life scheme knowledge base module is also matched with general symptom information, skin symptom information, head symptom information, neck symptom information, chest symptom information, back symptom information, abdomen symptom information, waist symptom information, hip symptom information, pelvic symptom information, genital part symptom information and limb symptom information in the user information management module and the external environment information management module;
the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure BDA0003587065800000181
Figure BDA0003587065800000182
Figure BDA0003587065800000183
wherein, the level M, the level N, the level O, the level P, the level Q, the level R, the level S, the level T, the level U, the level V, the level W and the level X are respectively as follows:
Figure BDA0003587065800000184
Figure BDA0003587065800000185
Figure BDA0003587065800000191
Figure BDA0003587065800000192
Figure BDA0003587065800000193
Figure BDA0003587065800000194
example 5:
the main contents of the personalized life style intelligent recommendation system are shown in the embodiment 1-4, wherein the personalized healthy life style management module further comprises a user life style evaluation selection module; the user life scheme evaluation selection module comprises a scheme appropriateness evaluation selection module and an optimization feedback module;
the scheme appropriateness evaluation selection module is used for selecting a life scheme appropriateness parameter delta with the range of [ delta ] for the generated nutritional life scheme, daily diet life scheme and exercise life scheme1，δ7]；δ1、δ7Is a real number; the optimization feedback module is used for calculating the difference value between the previous time and the current life scheme appropriateness parameter delta, if the difference value is larger than 0, the life scheme appropriateness parameter | delta | is added into the personal information and the external environment information of the user, so that the personalized healthy life scheme knowledge base module is matched with the life scheme appropriateness parameter | delta | in the user information management module and the external environment information management module, and the nutritional life scheme R1, the daily diet life scheme R2 and the sports life scheme R3 are updated.
The user registration login module comprises a user registration module, a user login module and an identity authentication module; a user registers through a user registration module to obtain an identity ID; a user logs in through a user login module; the identity authentication module is used for verifying the identity ID and the password of the user login, and if the verification fails, the user cannot use the personalized life style intelligent recommendation system; criteria for failure of the verification are: the identity ID of the user login does not exist, or the identity ID of the user login does not correspond to the password.
Example 6:
an intelligent personalized lifestyle recommendation system mainly comprising embodiments 1-5, wherein the user information management module comprises a user crowd classification information acquisition module, a traditional Chinese medicine physical characteristic acquisition module, a personal economic condition information acquisition module, an occupation characteristic acquisition module, a disease condition acquisition module, a BMI acquisition module, a waistline acquisition module, a waist-to-hip ratio acquisition module, a general symptom acquisition module, a skin symptom acquisition module, a head symptom acquisition module, a neck symptom acquisition module, a chest symptom acquisition module, a back symptom acquisition module, an abdomen symptom acquisition module, a waist symptom acquisition module, a hip symptom acquisition module, a pelvic symptom acquisition module, a genital symptom acquisition module and an extremity symptom acquisition module;
the user population classified information acquisition module, the traditional Chinese medicine physique characteristic acquisition module, the individual economic condition information acquisition module, the occupation characteristic acquisition module, the disease condition acquisition module, the BMI acquisition module, the waistline acquisition module, the waist-hip ratio acquisition module, the whole body symptom acquisition module, the skin symptom acquisition module, the head symptom acquisition module, the neck symptom acquisition module, the chest symptom acquisition module, the back symptom acquisition module, the abdomen symptom acquisition module, the waist symptom acquisition module, the hip symptom acquisition module, the pelvic symptom acquisition module, the reproductive part symptom acquisition module and the four-limb symptom acquisition module are respectively used for inputting the types of user populations, the traditional Chinese medicine physique, income level, the occupation characteristic, the disease condition, the BMI, the waistline, the waist-hip ratio, the whole body symptom, the skin symptom, the head symptom, the neck symptom, the chest symptom, the back symptom, Abdominal symptoms, lumbar symptoms, hip symptoms, pelvic symptoms, genital symptoms, and limb symptoms;
the user crowd classification information acquisition module comprises a user crowd classification information grade module and a user crowd classification information parameter module;
the user crowd classification information grade module generates and displays a user crowd classification information grade module A according to the personal information of the user; the user crowd classification information grade module A is four grades and is respectively an infant, an adolescent, a pregnant woman and an old;
the user crowd classification information parameter module generates and displays a user crowd classification information parameter a according to the personal information of the useri(ii) a User crowd classification information parameter aiIn the range of [ a1，a7]；a1、a7Is a real number;
the traditional Chinese medicine constitution characteristic acquisition module comprises a traditional Chinese medicine constitution characteristic grade module and a traditional Chinese medicine constitution characteristic parameter module;
the traditional Chinese medicine constitution characteristic grade module generates and displays a traditional Chinese medicine constitution characteristic grade B according to the personal information of the user; the traditional Chinese medicine constitution characteristic grade B is nine grades, which are respectively yang deficiency, yin deficiency, damp heat, phlegm dampness, blood stasis, qi depression, qi deficiency, anaphylaxis and mild;
the Chinese medicine constitution characteristic parameter module generates and displays Chinese medicine constitution parameters b according to personal information of a useri(ii) a Constitutional parameters of traditional Chinese medicine biIn the range of [ b1，b7]；b1、b7Is a real number;
the personal economic condition information acquisition module comprises a personal economic condition information grade module and a personal economic condition information parameter module;
the personal economic condition information grade module generates and displays a personal economic condition information grade according to the personal information of the user; the personal economic condition information grade C is five grades, namely a low income level, a middle lower income level, a middle upper income level and a high income level;
the personal economic condition information parameter module generates and displays a personal economic condition information parameter c according to the personal information of the useri(ii) a The personal economic status information parameter ciIn the range of [ c1，c7]；c1、c7Is a real number;
the occupation characteristic acquisition module comprises an occupation characteristic grade module and an occupation characteristic parameter module;
the professional characteristic grade module generates and displays a professional characteristic grade D according to personal information of a user; the occupation characteristic grade D is four grades, namely brain labor, low physical labor, middle physical labor and heavy physical labor;
the professional characteristic parameter module generates and displays professional characteristic parameters d according to personal information of the useri(ii) a Occupational feature parameter diIn the range of [ d1，d7]；d1、d7Is a real number;
the disease condition acquisition module comprises a disease condition grade module and a disease condition parameter module;
the disease condition grade module generates and displays a disease condition grade E according to the personal information of the user; the disease status grade E is eighteen grades which are respectively infectious diseases, parasitic diseases, malignant tumors, tumors of the heart, endocrine diseases, blood and hematopoietic organ diseases, psychosis, neurological diseases, eye and appendage diseases, ear and papilla diseases, circulatory system diseases, respiratory system diseases, digestive system diseases, genitourinary system diseases, complications of pregnancy and childbirth, skin and subcutaneous tissue diseases, musculoskeletal system diseases and connective tissue diseases;
the disease condition parameter module generates and displays a disease condition parameter e according to personal information of a useri(ii) a The disease state parameter eiIn the range of [ e1，e7]；e1、e7Is a real number;
the BMI acquisition module comprises a BMI grade module and a BMI parameter module;
the BMI grade module generates and displays a BMI grade F according to personal information of a user;
the BMI grade F is three grades, and the BMI range is 18.5-23.9kg/m2When F is 1; BMI range of 24-27.9kg/m2When F is 2; BMI is more than or equal to 28kg/m2When F is 3;
the BMI parameter module generates and displays a BMI parameter f according to personal information of a useri(ii) a The BMI parameter fiIn the range of [ f1，f7]；f1、f7Is a real number;
the waistline acquisition module comprises a waistline grade module and a waistline parameter module;
the waist circumference grade module generates and displays a waist circumference grade G according to the personal information of the user; the waistline grades G are three grades, and G is 1 when the waistline is less than or equal to 85 cm; g is 2 when the waist circumference range is 85-90 cm; g is 3 when the waist circumference is more than or equal to 95 cm;
the waistline parameter module generates and displays a waistline parameter g according to the personal information of the useri(ii) a The waist circumference parameter giIn the range of [ g1，g7]；g1、g7Is a real number;
the waist-hip ratio acquisition module comprises a waist-hip ratio grade module and a waist-hip ratio parameter module;
the waist-hip ratio grade module generates and displays a waist-hip ratio grade H according to the personal information of the user; the waist-hip ratio grade H is three, and H is 1 when the waist-hip ratio is less than or equal to 0.7; h is 2 when the waist-hip ratio is slightly 0.7-0.9; h is 3 when the waist-hip ratio is more than or equal to 0.9;
the waist-hip ratio parameter module generates and displays a waist-hip ratio parameter h according to personal information of a useri(ii) a The waist-hip ratio parameter hiIn the range of [ h1，h7]；h1、h7Is a real number;
the general symptom information acquisition module comprises a general symptom information grade module and a general symptom parameter module;
the whole body symptom grade module generates and displays a whole body symptom grade module M according to the personal information of the user; the general symptom grade module M is twelve grades, and is septicemia, convulsion, trauma, hypotension, aversion to cold, fever, shivering, hypodynamia, coma, muscle soreness, lymphadenectasis and anemia respectively;
the general symptom parameter module generates and displays a general symptom parameter m according to personal information of a useri(ii) a Systemic symptom parameter miIn the range of [ m1，m7]；m1、m7Is a real number;
the skin symptom information acquisition module comprises a skin symptom information grade module and a skin symptom parameter module;
the skin symptom grade module generates and displays a skin symptom grade module N according to the personal information of the user; the skin symptom grade module N is twelve grades, namely night sweat, chilblain, hyperhidrosis, scales, roseola, herpes, dry skin, pimple, freckle, pruritus, eczema and cyanosis;
the skin symptom parameter module generates and displays a skin symptom parameter n according to personal information of a useri(ii) a Skin condition parameter niIn the range of [ n1，n7]；n1、n7Is a real number;
the head symptom information acquisition module comprises a head symptom information grade module and a head symptom parameter module;
the head symptom grade module generates and displays a head symptom grade module O according to the personal information of the user; the head symptom grade module O is eleven grades, and is headache, dizziness, photophobia, asthenopia, tinnitus, earache, epistaxis, nasal obstruction, cough, dry mouth and toothache respectively;
the head symptom parameter module generates and displays a head symptom parameter o according to personal information of a useri(ii) a Head symptom parameter oiIn the range of [ o1，o7]；o1、o7Is a real number;
the neck symptom information acquisition module comprises a neck symptom information grade module and a neck symptom parameter module;
the neck symptom grade module generates and displays a neck symptom grade module P according to the personal information of the user; the neck symptom grade module P is four grades, namely larynx edema, thyroid enlargement, stiff neck and dysphagia;
the neck symptom parameter module generates and displays a neck symptom parameter p according to personal information of a useri(ii) a Neck symptom parameter piIn the range of [ p1，p7]；p1、p7Is a real number;
the chest symptom information acquisition module comprises a chest symptom information grade module and a chest symptom parameter module;
the chest symptom grade module generates and displays a chest symptom grade module Q according to the personal information of the user; the chest symptom grade module Q is twelve grades which are dyspnea, hemoptysis, asthma, breast lump, nipple invagination, palpitation, angina pectoris, arrhythmia, chest distress, chest pain and asphyxia respectively;
the chest symptom parameter module generates and displays a chest symptom parameter q according to personal information of a useri(ii) a Chest symptom parameter qiIn the range of [ q ]1，q7]；q1、q7Is a real number;
the back symptom information acquisition module comprises a back symptom information grade module and a back symptom parameter module;
the back symptom grade module generates and displays a back symptom grade module R according to the personal information of the user; the back symptom grade module R is of a second grade and respectively represents scoliosis and juvenile intervertebral disc prolapse;
the back symptom parameter module generates and displays a back symptom parameter r according to the personal information of the useri(ii) a Back symptom parameter riIn the range of [ r1，r7]；r1、r7Is a real number;
the abdominal symptom information acquisition module comprises an abdominal symptom information grade module and an abdominal symptom parameter module;
the abdominal symptom grade module generates and displays an abdominal symptom grade module S according to the personal information of the user; the abdominal symptom grade module S is twelve grades, namely constipation, nausea, regurgitation, abdominal pain, diarrhea, abdominal distension, dysentery, splenomegaly, inappetence, stomachache, dyspepsia and anorexia;
the abdominal symptom parameter module generates and displays an abdominal symptom parameter s according to the personal information of the useri(ii) a Abdominal symptom parameter siIn the range of [ s ]1，s7]；s1、s7Is a real number;
the waist symptom information acquisition module comprises a waist symptom information grade module and a waist symptom parameter module;
the waist symptom grade module generates and displays a waist symptom grade module T according to the personal information of the user; the waist symptom grade module T is five grades, namely urgency of micturition, odynuria, nephrotic syndrome, low back pain and lumbar disc herniation;
the waist symptom parameter module generates and displays a waist symptom parameter t according to the personal information of the useri(ii) a Lumbar symptom parameter tiIn the range of [ t1，t7]；t1、t7Is a real number;
the buttock symptom information acquisition module comprises a buttock symptom information grade module and a buttock symptom parameter module;
the hip symptom grade module generates and displays a hip symptom grade module U according to the personal information of the user; the hip symptom grade module U is four grades, namely hematochezia, anal fissure, pruritus ani and rectocele;
the buttock symptom parameter module generates and displays a buttock symptom parameter u according to personal information of a useri(ii) a Hip symptom parameter uiIn the range of [ u ]1，u7]；u1、u7Is a real number;
the pelvic cavity symptom information acquisition module comprises a pelvic cavity symptom information grade module and a pelvic cavity symptom parameter module;
the pelvic cavity symptom grade module generates and displays a pelvic cavity symptom grade module V according to personal information of a user; the pelvic symptom grade module V is seven grades and respectively indicates frequent micturition, urinary incontinence, hematuria, oliguria, anuresis, enuresis and hydramnion;
the pelvic cavity symptom parameter module generates and displays a pelvic cavity symptom parameter v according to personal information of a useri(ii) a Pelvic symptom parameter viIn the range of [ v ]1，v7]；v1、v7Is a real number;
the genital part symptom information acquisition module comprises a genital part symptom information grade module and a genital part symptom parameter module;
the genital part symptom grade module generates and displays a genital part symptom grade module W according to the personal information of the user; the genital part symptom grade module W is nine grades, which are leucorrhea, amenorrhea, dysmenorrhea, cervical erosion, abortion, sexual intercourse pain, hyposexuality, spermatorrhea and testicular pain respectively;
the genital part symptom parameter module generates and displays a genital part symptom parameter w according to the personal information of the useri(ii) a Genital region symptom parameter wiIn the range of [ w1，w7]；w1、w7Is a real number;
the four-limb symptom information acquisition module comprises a four-limb symptom information grade module and a four-limb symptom parameter module;
the four-limb symptom grade module generates and displays a four-limb symptom grade module X according to the personal information of the user; the four-limb symptom grade module X is eight grades, and respectively refers to monoplegia, liver and palm, corn, cramp, varicosity, rhagadia manus et pedis, hypodynamia and elbow joint dislocation;
the four-limb symptom parameter module generates and displays a four-limb symptom parameter x according to the personal information of the useri(ii) a Parameter of extremity symptoms xiIn the range of [ x ]1，x7]；x1、x7Is a real number;
the external environment information acquisition module comprises an altitude area acquisition module, an outdoor temperature acquisition module and a weather condition acquisition module;
the altitude area acquisition module, the outdoor temperature acquisition module and the weather condition acquisition module are respectively used for recording the altitude area, the outdoor temperature and the weather condition of the user.
The altitude area acquisition module comprises an altitude area grade module and an altitude area parameter module;
the altitude area grade module generates and displays an altitude area grade J according to external environment information; the altitude area grade J is three grades, namely a low altitude area, a medium altitude area and a high altitude area;
the elevation region grade module generates and displays an elevation region parameter j according to external environment informationi(ii) a The altitude area parameter jiHas a range of [ j1，j7]；j1、j7Is a real number;
the outdoor temperature acquisition module comprises an outdoor temperature grade module and an outdoor temperature parameter module;
the outdoor temperature grade module generates and displays an outdoor temperature grade K according to external environment information; the outdoor temperature grade K is three grades, namely cold and warm;
the outdoor temperature parameter module generates and displays an outdoor temperature parameter k according to external environment informationi(ii) a The outdoor temperature parameter kiIn the range of [ k ]1，k7]；k1、k7Is a real number;
the weather condition acquisition module comprises a weather condition grade module and a weather condition parameter module;
the weather condition grade module generates and displays a weather condition grade L according to external environment information; the weather condition grades L are five grades, namely sunny days, cloudy days, rainy days, snowy days and haze;
the weather condition parameter module generates and displays a weather condition parameter l according to external environment informationi(ii) a The weather condition parameter liIn the range of [ l1，l7]；l1、l7Are real numbers.
Preferably, the intelligent behavior intervention module comprises an intelligent behavior intervention recording module and a behavior intervention suggestion module;
the intelligent behavior intervention recording module comprises a drinking behavior recording module, a sedentary behavior recording module and a sleeping behavior recording module;
the drinking behavior recording module records drinking behaviors of the user; the sedentary behavior recording module records the sedentary behavior of the user; the sleep behavior recording module records the sleep behavior of the user; the behavior intervention suggestion module comprises a guidance evaluation result display module and a behavior intervention suggestion management module;
the guide evaluation result display module is used for displaying the guide evaluation result of the doctor consultant on the user behavior intervention record in the guide evaluation module;
the behavior intervention suggestion management module is used for displaying and inquiring a guidance evaluation result.
The doctor consultant selection module comprises a doctor consultant list display module, a doctor consultant detail display module and a doctor consultant management module; the doctor consultant list display module is used for displaying doctor consultants selectable by a user; the doctor consultant detail display module is used for displaying personal information of a doctor consultant; the physician advisor management module is for selecting a physician advisor.
The suggested prescription management module comprises a suggested prescription content display module and a suggested prescription historical record management module; the suggested prescription content display module is used for displaying the suggested prescription transmitted by the doctor consultant; the suggested prescription history management module is used for managing the historical suggested prescriptions transmitted by the doctor consultant.
The management workstation module comprises a user behavior record management module and a user behavior suggestion management module;
the user behavior record management module is used for displaying and managing the daily behavior intervention record of the user;
the user behavior suggestion management module is used for displaying and managing behavior intervention suggestion records of the user.
The guide evaluation module comprises a guide evaluation entry module and a guide evaluation record management module;
the guide evaluation input module is used for inputting the evaluation content of the doctor consultant on the current intervention record condition of the user;
the guide evaluation record management module is used for managing the evaluation content of the doctor consultant on the current intervention record condition of the user;
the published and suggested prescription module comprises a suggested prescription input module and a suggested prescription record management module;
the suggested prescription entering module is used for entering suggested prescriptions;
the suggested prescription record management module is used for managing suggested prescriptions; the management includes addition, modification and deletion;
the consultant personal information management module comprises a consultant personal basic information input module, a consultant professional review display module and a consultant personal information history record management module;
the consultant personal basic information input module is used for inputting consultant personal basic information;
the consultant professional audit display module is used for displaying consultant professional audit results; the consultant occupation auditing display module is connected with an occupation information auditing module of a health data cloud platform; the consultant professional auditing display module calls the data of the professional information auditing module so as to display the professional auditing condition of the current doctor consultant; the professional information auditing module is used for displaying and auditing the professional registration information input by the doctor advisor and transmitting the professional information auditing result to the professional information authentication display module; professional registration information is input by professional registration modules of the user side and the doctor consultant side;
the consultant personal information history management module is used for managing consultant personal information history;
the user management module comprises a user searching module and a user attention state management module;
the user search module displays users concerned by a doctor consultant;
the user attention status management module manages users that are attended by the doctor advisor.
Preferably, the doctor consultant intelligent recommendation generating module comprises a user personal career registration type unit, a career rating module, a career auditing condition unit, a doctor consultant unit and a recommendation index generating unit, wherein the user professional registration type unit, the career rating module and the career auditing condition unit are used for determining whether the user personal career registration type unit is approved to become a doctor consultant unit;
the user personal occupation registration type unit is used for acquiring a personal occupation registration type of a doctor consultant and transmitting the personal occupation registration type to the recommendation index generation unit;
the types of professional registrations include physicians, nursing physicians, dieticians, health managers, rehabilitation therapists, researchers, and doctor's;
the title grade module is used for acquiring the title grade of a doctor consultant and transmitting the title grade to the recommendation index generation unit;
the professional audit condition unit is used for acquiring professional audit conditions of a doctor consultant and transmitting the professional audit conditions to the recommendation index generation unit;
the doctor consultant becoming or not agreeing unit is used for acquiring whether the optional doctor consultant agrees to become a doctor consultant of the user or not and transmitting the doctor consultant to the recommendation index generating unit;
the recommendation index generation unit generates a recommendation index according to the received data, and recommends an optional doctor consultant to the user side in a descending order according to the recommendation index.
Example 7:
the intelligent personalized life style recommendation system comprises a patient user side, a doctor advisor side and a health data cloud platform.
The patient user side comprises a user registration login module, a user information management module, an external environment information management module, an intelligent behavior intervention module, a doctor consultant selection module, a personalized healthy life scheme management module and a prescription recommendation management module;
the user registration login module comprises a user registration module, a user login module and an identity authentication module and is used for registering and verifying the identity of a user;
the user information management module is used for inputting and displaying personal information of a user;
the external environment information module is used for inputting and displaying external environment information;
the intelligent behavior intervention module is used for displaying behavior intervention record information and behavior intervention suggestions;
the doctor consultant selection module displays a plurality of doctor consultants to choose from; the user selects a doctor consultant through a doctor consultant selection module;
the personalized healthy life scheme management module comprises a nutrition life scheme module, a daily diet scheme module, a sports life scheme module and a personalized healthy life scheme historical record module and is used for generating and managing a personalized healthy life scheme of a user;
the suggested prescription management module is used for displaying a suggested prescription;
the doctor consultant end module comprises a user registration login module, a management workstation module, a guidance evaluation module, a proposal issuing module, a consultant personal information management module and a patient user management module;
the user registration login module is used for registering and verifying the identity of a doctor consultant;
the management workstation module is used for displaying and managing daily behavior intervention records and behavior intervention suggestion records of a patient user;
the guide evaluation module is used for inputting a guide evaluation result of the patient user behavior intervention record and transmitting the guide evaluation result to the patient user side;
the release suggestion prescription module is used for displaying and generating suggestion prescriptions;
the consultant personal information management module is used for inputting and managing the doctor consultant personal information;
the patient user management module is used for displaying information of a patient user;
the health data cloud platform comprises a data analysis module, a data transmission module, a professional information auditing module, a doctor consultant intelligent recommendation generation module and a data storage module;
the data analysis module comprises an individualized healthy life scheme knowledge base module and an individualized healthy life scheme intelligent generation module;
the personalized health life scheme knowledge base module comprises a nutrition suitable base module, a nutrition limiting base module, a daily diet suitable base module, a daily diet limiting base module, a motion suitable base module and a motion limiting base module;
the nutrition library module stores one or more nutritional food information of cereals, potatoes, vegetables, fruits, livestock and poultry meat, eggs, aquatic products, milk, beans and nut seeds;
the exercise library module stores one or more kinds of exercise information of unconditional aerobic exercise, conditional anaerobic exercise and leisure aerobic exercise;
the daily diet library module stores one or more daily diet dish information of hot dishes, cold dishes and soup;
the personalized healthy life scheme intelligent generation module stores and establishes a personalized healthy life scheme intelligent generation model; the personalized healthy life scheme intelligent generation model calculates to obtain a personalized healthy life scheme intelligent generation result;
the personalized healthy life scheme intelligent generation module transmits a personalized healthy life scheme intelligent generation result to the data transmission module; the data transmission module is used for data interaction with a patient user side and a doctor consultant side;
the professional information auditing module is used for displaying and auditing the professional registration information input by the doctor advisor terminal and transmitting the professional information auditing result to the professional information authentication display module; the doctor consultant intelligent recommendation generation module transmits the data to the patient user through the data transmission module
End-transmission of an optional physician advisor; the data storage module is used for storing data of the data analysis module, the data transmission module and the doctor consultant intelligent recommendation generation module.
The user information management module comprises a user crowd classification information acquisition module, a traditional Chinese medicine physique characteristic acquisition module, a personal economic condition information acquisition module, an occupation characteristic acquisition module, a disease condition acquisition module, a BMI acquisition module, a waistline acquisition module and a waist-hip ratio acquisition module;
the user crowd classification information acquisition module, the traditional Chinese medicine constitution characteristic acquisition module, the personal economic condition information acquisition module, the occupation characteristic acquisition module, the disease condition acquisition module, the BMI acquisition module, the waist circumference acquisition module and the waist-hip ratio acquisition module are respectively used for inputting user crowd types, traditional Chinese medicine constitutions, income levels, occupation characteristics, disease conditions, BMIs, waist circumferences and waist-hip ratios;
the external environment information acquisition module comprises an altitude area acquisition module, an outdoor temperature acquisition module and a weather condition acquisition module;
the altitude area acquisition module, the outdoor temperature acquisition module and the weather condition acquisition module are respectively used for recording the current altitude area, the outdoor temperature and the weather condition.
The user crowd classification information acquisition module comprises a user crowd classification information grade module and a user crowd classification information parameter module; the user crowd classification information grade A is in a four-level display mode and is respectively an infant, an adolescent, a pregnant woman and an old; the user crowd classification information parameter aiIn the range of a1-a7Preferably a1-a3、a1-a5；
The traditional Chinese medicine constitution characteristic acquisition module comprises a traditional Chinese medicine constitution characteristic grade module and a traditional Chinese medicine constitution characteristic parameter module; the traditional Chinese medicine constitution characteristic grade B is a nine-grade display mode and respectively refers to yang deficiency quality, yin deficiency quality, damp heat quality, phlegm dampness quality, blood stasis quality, qi depression quality, qi deficiency quality, anaphylaxis quality and peace quality; the Chinese medicine constitution parameters biIn the range of b1-b7Preferably, b is1-b3、b1-b5；
The personal economic condition information acquisition module comprises a personal economic condition information grade module and a personal economic condition information parameter module; the personal economic condition information grade C is a five-grade display mode and is respectively a low income level, a middle lower income level, a middle upper income level and a high income level; the personal economic condition information parameter ciIn the range of c1-c7Preferably, c is1-c3、c1-c5；
The professional characteristic acquisition module comprises a professional characteristic grade module and a professional characteristic parameter module; the occupation characteristic grade D is a four-level display mode and is respectively mental labor, low physical labor, middle physical labor and heavy physical labor; the occupational characteristic parameter diIn the range of d1-d7Preferably d1-d3、d1-d5；
The disease condition acquisition module comprises a disease condition grade module and a disease condition parameter module; the disease status grade E is an eighteenth grade display mode and respectively represents infectious diseases, parasitic diseases, malignant tumors, fertile heart tumors, endocrine diseases, blood and hematopoietic organ diseases, psychoses, nervous system diseases, eye and appendage diseases, ear and papillary diseases, circulatory system diseases, respiratory system diseases, digestive system diseases, urogenital system diseases, complications of pregnancy and childbirth, skin and subcutaneous tissue diseases, musculoskeletal system diseases and connective tissue diseases; the disease state parameter eiIn the range of e1-e7As preferred is e1-e3、e1-e5；
The BMI acquisition module comprises a BMI grade module and a BMI parameter module; the BMI grade F is in a three-level display mode and is respectively 18.5-23.9kg/m 2, 24-27.9kg/m 2 and more than or equal to 28kg/m 2; the BMI parameter fiIn the range of f1-f7Preferably f1-f3、f1-f5；
The waist circumference acquisition moduleComprises a waistline grade module and a waistline parameter module; the waistline grade G is in a three-level display mode, and is respectively less than or equal to 85cm, 85-90cm and more than or equal to 95 cm; the waist circumference parameter giIn the range of g1-g7Preferably, g is1-g3、g1-g5；
The waist-hip ratio acquisition module comprises a waist-hip ratio grade module and a waist-hip ratio parameter module; the waist-hip ratio grade H is a six-grade display mode and is respectively less than or equal to 0.7, 0.7-0.9 and more than or equal to 0.9; the waist-hip ratio parameter hiIn the range of h1-h7Preferably, h1-h3、h1-h5；
The altitude area acquisition module comprises an altitude area grade module and an altitude area parameter module; the altitude area grade J is a three-level display mode and is respectively a low altitude area, a medium altitude area and a high altitude area; the altitude area parameter jiIn the range of j1-j7Preferably, j1-j3、j1-j5；
The outdoor temperature acquisition module comprises an outdoor temperature grade module and an outdoor temperature parameter module; the outdoor temperature grade K is in a three-level display mode and is respectively cold and warm; the outdoor temperature parameter kiIn the range of k1-k7Preferably k is1-k3、k1-k5；
The weather condition acquisition module comprises a weather condition grade module and an income level parameter module; the weather condition grade L is a five-grade display mode and is respectively sunny days, cloudy days, rainy days, snowy days and haze; the weather condition parameter liIn the range of l1-l7Preferably,/1-l3、l1-l5；
The step of calculating the intelligent generated result of the personalized healthy life scheme comprises the following steps:
1) the personalized healthy life scheme intelligently generates a result, receives user crowd classification information, traditional Chinese medicine constitution characteristic information, personal economic condition information, occupation characteristic information, disease condition information, BMI (body mass index) information, waistline information, waist-hip ratio information, altitude area information, outdoor temperature information and weather condition information of a user individual in the user information management module and the external environment information management module;
the user crowd classification information is matched with the user crowd classification information parameter according to the user crowd classification information grade;
the Chinese medicine constitution characteristic information is matched with the Chinese medicine constitution characteristic parameters according to the Chinese medicine constitution characteristic grade;
the personal economic condition information is matched with the personal economic condition information parameters according to the personal economic condition information grade;
matching the professional characteristic information to professional characteristic parameters according to the professional characteristic grades;
the disease condition information is matched to the disease condition parameters according to the disease condition grade;
matching the BMI information to BMI parameters according to the BMI grade;
the waistline information is matched with waistline parameters according to waistline grades;
the waist-hip ratio information is matched with waist-hip ratio parameters according to the waist-hip ratio grade;
the altitude area information is matched with an altitude area parameter according to the altitude area grade;
the outdoor temperature information is matched with the outdoor temperature parameter according to the outdoor temperature grade;
the weather condition information is matched with the weather condition parameters according to the weather condition grades;
2) the personalized health life scheme knowledge base module is matched with user crowd classification information, traditional Chinese medicine constitution characteristic information, personal economic condition information, occupational characteristic information, disease condition information, BMI information, waistline information, waist-hip ratio information, altitude area information, outdoor temperature information and weather condition information of a user individual in the user information management module and the external environment information management module;
3) the intelligent result index R of the personalized healthy life scheme comprises a nutrition life scheme generation result R1, a daily diet life scheme generation result R2 and a sports life scheme generation result R3.
4) The intelligent result index R generated by the personalized healthy life scheme is matched with the personalized healthy life scheme knowledge base module, a nutrition suitable life scheme, a nutrition limited life scheme, a daily diet suitable life scheme, a daily diet limited life scheme, an exercise suitable life scheme and an exercise limited life scheme are generated at the same time, and the personalized healthy life scheme management module at the user side of the life scheme is displayed at the same time.
The intelligent behavior intervention module comprises an intelligent behavior intervention recording module and a behavior intervention suggestion module;
the intelligent behavior intervention recording module comprises a drinking behavior recording module, a sedentary behavior recording module and a sleeping behavior recording module;
the drinking behavior recording module records drinking behaviors of the user;
the sedentary behavior recording module records the sedentary behavior of the user;
the sleep behavior recording module records the sleep behavior of the user;
the behavior intervention suggestion module comprises a guidance evaluation result display module and a behavior intervention suggestion management module;
the guide evaluation result display module is used for displaying the guide evaluation result of the patient user behavior intervention record in the guide evaluation module by a doctor consultant;
the behavior intervention suggestion management module is used for displaying and inquiring a guidance evaluation result.
The doctor consultant selection module comprises a doctor consultant list display module, a doctor consultant detail display module and a doctor consultant management module;
the doctor consultant list display module is used for displaying doctor consultants selectable by a user;
the doctor consultant detail display module is used for displaying personal information of a doctor consultant;
the physician advisor management module is for selecting a physician advisor.
The suggested prescription management module comprises a suggested prescription content display module and a suggested prescription historical record management module;
the suggested prescription content display module is used for displaying the suggested prescription transmitted by the doctor consultant;
the suggested prescription history management module is used for managing the historical suggested prescriptions transmitted by the doctor consultant.
The management workstation module comprises a patient user behavior record management module and a patient user behavior suggestion management module;
the patient user behavior record management module is used for displaying and managing daily behavior intervention records of the patient user;
the patient user behavior suggestion management module is used for displaying and managing a behavior intervention suggestion record of a patient user.
The guide evaluation module comprises a guide evaluation input module and a guide evaluation record management module; the guide evaluation input module is used for inputting the evaluation content of the doctor consultant on the current intervention record condition of the patient user; the guide evaluation record management module is used for managing the evaluation content of the doctor consultant on the current intervention record condition of the patient user;
the published and suggested prescription module comprises a suggested prescription input module and a suggested prescription record management module;
the suggested prescription entering module is used for entering suggested prescriptions; the suggested prescription record management module is used for managing suggested prescriptions; the management comprises adding, modifying and deleting;
the consultant personal information management module comprises a consultant personal basic information input module, a consultant professional review display module and a consultant personal information history record management module; the advisor personal basic information input module is used for inputting advisor personal basic information;
the consultant professional audit display module is used for displaying consultant professional audit results; the consultant occupation auditing display module is connected with an occupation information auditing module of a health data cloud platform; the consultant professional auditing display module calls the data of the professional information auditing module so as to display the professional auditing condition of the current doctor consultant; the professional information auditing module is used for displaying and auditing the professional registration information input by the doctor advisor terminal and transmitting the professional information auditing result to the professional information certification display module. Professional registration information is input by professional registration modules of the patient user side and the doctor consultant side;
the consultant personal information history management module is used for managing consultant personal information history;
the patient user management module comprises a patient user searching module and a patient user attention state management module; the patient user search module displays a patient user of interest; the patient user attention state management module manages the concerned patient users.
The doctor consultant intelligent recommendation generation module comprises a user personal occupation registration type unit, a job title grade module, a job audit condition unit, a doctor consultant generation unit and a recommendation index generation unit, wherein the doctor consultant intelligent recommendation generation unit is used for determining whether the user personal occupation registration type unit agrees to become a doctor consultant;
the user personal occupation registration type unit is used for acquiring a personal occupation registration type of a doctor consultant and transmitting the personal occupation registration type to the recommendation index generation unit; the types of professional registrations include physicians, nursing staff, dieticians, health managers, rehabilitation nurses, researchers, and doctor's; the title grade module is used for acquiring the title grade of a doctor consultant and transmitting the title grade to the recommendation index generation unit; the professional audit condition unit is used for acquiring professional audit conditions of a doctor advisor and transmitting the professional audit conditions to the recommendation index generation unit; the doctor consultant becoming approval unit is used for acquiring whether the optional doctor consultant becomes an adviser of the patient user and transmitting the doctor consultant to the recommendation index generating unit; the recommendation index generation unit generates a recommendation index according to the received data, and recommends selectable doctor consultants to the patient user side in a descending order according to the recommendation index.
Example 8:
the main contents of the personalized life style intelligent recommendation system are shown in the embodiments 1 to 7, wherein after a patient user logs in through a user side of the patient, user crowd classification information, traditional Chinese medicine physique characteristic information, personal economic condition information, occupational characteristic information and disease condition information are inputBMI information, waist circumference, waist-hip ratio; the system obtains a user crowd classification information parameter a after processing according to the information input by the useriChinese medical constitution parameter biPersonal economic status information parameter ciOccupational characteristic parameter diDisease condition parameter eiBMI parameter fiWaist circumference parameter giWaist-hip ratio parameter hi(ii) a The system acquires the altitude, outdoor temperature and weather data of the area where the user is located, and the altitude area parameter j is obtained after processingiOutdoor temperature parameter kiWeather condition parameter li；
The system is based on a user crowd classification information grade A, a traditional Chinese medicine constitution characteristic grade B, a personal economic condition information grade C, an occupation characteristic grade D, a disease condition grade E, BMI grade F, a waist circumference grade G, a waist-hip ratio grade H, an altitude area grade J, an outdoor temperature grade K and a weather condition grade L. A calculation-generated nutritional regimen generation result R1, a daily dietary regimen generation result R2, an exercise regimen generation result R3, and a regimen generation result is presented to the patient user and the doctor advisor user.

Claims (10)

1. Individualized life style intelligence recommendation system, its characterized in that: the system comprises the user side, a doctor consultant side and a health data cloud platform.
The user side comprises a user registration login module, a user information management module, an external environment information management module, an intelligent behavior intervention module, a doctor consultant selection module, a personalized healthy life scheme management module and a prescription recommendation management module.
A user registers and logs in through a user registration and login module;
the user information management module is used for inputting and displaying user personal information and respectively transmitting the user personal information to a doctor consultant end and the health data cloud platform;
the external environment information module is used for inputting and displaying external environment information of a user and respectively transmitting the external environment information to a doctor consultant end and the health data cloud platform;
the intelligent behavior intervention module is used for displaying behavior intervention record information and behavior intervention suggestions transmitted by a doctor counselor;
the physician advisor selection module displays a number of available physician advisors; the user selects a physician consultant via a physician consultant selection module;
the personalized healthy life scheme management module comprises a nutritional life scheme module, a daily diet scheme module, a sports life scheme module and a personalized healthy life scheme historical record module;
the nutritional life scheme module is used for generating and managing a nutritional life scheme of the user;
the daily diet scheme module is used for generating and managing a daily diet scheme of the user;
the sports life scheme module is used for generating and managing a sports life scheme of the user;
the personalized healthy life scheme history recording module is used for storing and displaying a user historical nutritional life scheme, a daily diet scheme and a sports life scheme;
the suggested prescription management module is used for displaying suggested prescriptions sent by a doctor consultant;
the doctor consultant end module comprises a user registration login module, a management workstation module, a guidance evaluation module, a proposal prescription issuing module, a consultant personal information management module and a user management module;
the user registration login module is used for registering and verifying the identity of the doctor consultant;
the management workstation module is used for displaying and managing daily behavior intervention records and behavior intervention suggestion records of the user;
the guidance evaluation module is used for inputting a guidance evaluation result of the user behavior intervention record and transmitting the guidance evaluation result to the user side;
the system comprises a prescription issuing module, a prescription issuing module and a user side, wherein the prescription issuing module is used for displaying and generating a recommended prescription and transmitting the recommended prescription to the user side;
the consultant personal information management module is used for inputting and managing the personal information of a consultant of a doctor;
the user management module is used for displaying information of a user;
the health data cloud platform comprises a data analysis module, a data transmission module, a professional information auditing module, a doctor consultant intelligent recommendation generation module and a data storage module;
the data analysis module comprises an individualized healthy life scheme knowledge base module and an individualized healthy life scheme intelligent generation module;
the personalized health life scheme knowledge base module comprises a nutrition suitability base module, a nutrition limitation base module, a daily diet suitability base module, a daily diet limitation base module, a motion suitability base module and a motion limitation base module;
the nutrition suitability library module and the nutrition limitation library module are respectively stored with nutrition suitability and limitation information corresponding to user groups, traditional Chinese medicine constitutions, personal economic conditions, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude areas;
the daily diet appropriateness library module and the daily diet restriction library module are respectively stored with daily diet appropriateness and restriction information corresponding to user groups, Chinese medicine constitutions, personal economic conditions, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude areas;
the exercise suitability library module and the exercise limiting module are respectively stored with exercise suitability and limiting information corresponding to user groups, traditional Chinese medicine constitutions, personal economic conditions, occupational characteristics, disease condition information, BMI, waistline, waist-hip ratio and altitude areas;
the personalized healthy life scheme intelligent generation module stores a personalized healthy life scheme intelligent generation model; the personalized healthy life scheme intelligent generation model is used for generating a personalized healthy life scheme intelligent generation result; the intelligent generation result of the personalized healthy life scheme comprises a nutritional life scheme, a daily diet scheme and a sports life scheme;
the step of generating the intelligent generation result of the personalized healthy life scheme comprises the following steps:
1) the personalized healthy life scheme intelligent generation module receives user crowd classification information, traditional Chinese medicine constitution characteristic information, personal economic condition information, occupational characteristic information, disease condition information, BMI (body mass index) information, waistline information, waist-hip ratio information and elevation region information of a user person transmitted by the user information management module and the external environment information management module, and generates a user crowd classification grade, a traditional Chinese medicine constitution characteristic grade, a personal economic condition grade, an occupational characteristic grade, a disease condition grade, a BMI grade, a waistline grade, a waist-hip ratio grade and an elevation region grade;
2) the user crowd classification information is matched with the user crowd classification information parameter according to the user crowd classification information grade;
the traditional Chinese medicine constitution characteristic information is matched with the traditional Chinese medicine constitution characteristic parameters according to the traditional Chinese medicine constitution characteristic grades;
the personal economic condition information is matched with the personal economic condition information parameters according to the personal economic condition information grade;
matching the professional characteristic information to professional characteristic parameters according to the professional characteristic grades;
the disease condition information is matched to the disease condition parameters according to the disease condition grade;
matching the BMI information to BMI parameters according to the BMI grade;
the waistline information is matched with waistline parameters according to waistline grades;
matching the waist-hip ratio information with waist-hip ratio parameters according to the waist-hip ratio grade;
the altitude area information is matched with an altitude area parameter according to the altitude area grade;
3) the personalized health life scheme knowledge base module is matched with user information management module and external environment information management module, wherein the user information management module is used for managing user individual user crowd classification information, traditional Chinese medicine constitution characteristic information, personal economic condition information, occupation characteristic information, disease condition information, BMI information, waistline information, waist-hip ratio information and altitude region information;
4) the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure FDA0003587065790000021
Figure FDA0003587065790000022
Figure FDA0003587065790000023
wherein, the grade A, the grade B, the grade C, the grade D, the grade E, the grade F, the grade G, the grade H and the grade J are respectively as follows:
Figure FDA0003587065790000024
Figure FDA0003587065790000031
Figure FDA0003587065790000032
Figure FDA0003587065790000033
Figure FDA0003587065790000034
Figure FDA0003587065790000035
Figure FDA0003587065790000036
Figure FDA0003587065790000041
Figure FDA0003587065790000042
in the formula, n, m and p are the number of the user information and the external information which are correspondingly input
5) The personalized healthy life scheme intelligent generation module generates a personalized healthy life scheme index R which is R1+ R2+ R3 and is matched with the personalized healthy life scheme knowledge base module, and the personalized healthy life scheme intelligent generation module generates a result;
said one isSexual function promoting healthThe healthy life scheme intelligent generation module transmits the intelligent generation result of the personalized healthy life scheme to the data transmission module;
the data transmission module is used for carrying out data interaction with the user side and the doctor consultant side;
the data transmission module transmits the intelligent generation result of the personalized healthy life scheme to the user side and the doctor consultant side;
the professional information auditing module is used for displaying and auditing the professional registration information input by a doctor advisor and transmitting the professional information auditing result to the professional information authentication display module;
the doctor consultant intelligent recommendation generation module transmits optional doctor consultants to the user side through the data transmission module; the data storage module is used for storing data of the data analysis module, the data transmission module and the doctor consultant intelligent recommendation generation module.
2. The intelligent personalized lifestyle recommendation system of claim 1, wherein: the personalized healthy life scheme knowledge base module also stores nutrition suitability, daily diet suitability, exercise suitability and restriction information corresponding to outdoor temperature and weather conditions;
the user information management module and the external environment information management module also acquire and store outdoor temperature information and weather condition information;
the personalized healthy life scheme intelligent generation module receives outdoor temperature information and weather condition information, generates an outdoor temperature grade and a weather condition grade, matches outdoor temperature parameters according to the outdoor temperature grade, and matches the weather condition parameters according to the weather condition grade;
the personalized health life scheme knowledge base module is also matched with outdoor temperature information and weather condition information in the user information management module and the external environment information management module;
the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure FDA0003587065790000043
Figure FDA0003587065790000044
Figure FDA0003587065790000045
wherein, the level K and the level L are shown below
Figure FDA0003587065790000046
Figure FDA0003587065790000047
In the formula, K1、K2、K3Represents an outdoor temperature level; k is a radical of formula1、k2、k3、…、k7Represents an outdoor temperature parameter;
L1、L2、L3、L4、L5indicating a weather condition rating; l1、l2、l3、...、l7Representing a weather condition parameter.
3. The intelligent personalized lifestyle recommendation system of claim 2, wherein: the personalized healthy life scheme knowledge base module is also stored with nutrition suitability, daily diet suitability, movement suitability and restriction information corresponding to general symptoms, skin symptoms, head symptoms, neck symptoms, chest symptoms, back symptoms, abdominal symptoms, waist symptoms, hip symptoms, pelvic symptoms, genital part symptoms and limb symptoms;
the user information management module and the external environment information management module also acquire and store general symptom information, skin symptom information, head symptom information, neck symptom information, chest symptom information, back symptom information, abdomen symptom information, waist symptom information, hip symptom information, pelvic symptom information, genital part symptom information, and limb symptom information;
the personalized healthy life scheme intelligent generation module receives the general symptom information, the skin symptom information, the head symptom information, the neck symptom information, the chest symptom information, the back symptom information, the abdomen symptom information, the waist symptom information, the hip symptom information, the pelvic symptom information, the genital symptom information and the limb symptom information, generates the general symptom grade, the skin symptom grade, the head symptom grade, the neck symptom grade, the chest symptom grade, the back symptom grade, the abdomen symptom grade, the waist symptom grade, the hip symptom grade, the pelvic symptom grade, the genital symptom grade and the limb symptom grade, and matches the general symptom parameter, the skin symptom parameter, the head symptom parameter, the neck symptom parameter, the chest symptom parameter, the back symptom parameter, the abdominal symptom parameter, the waist symptom parameter, the cervical symptom parameter, the pelvic symptom parameter, the cervical symptom grade, the cervical symptom parameter, the chest symptom parameter, the cervical symptom parameter, the abdominal symptom parameter, the pelvic symptom parameter, the abdominal symptom parameter, the pelvic symptom parameter, the body symptom level, the body and the body level, the body and the body level, the body and the body level, the body are matched to be in the body are arranged in the body and the body symptom level, the body are arranged in the body, the body are arranged in the body, the body are arranged in the body, the body are arranged in the body, the body is arranged in the body, the body is arranged in the body, the body is arranged in the body, hip symptom parameter, pelvic symptom parameter, genital part symptom parameter, and limb symptom parameter;
the personalized healthy life scheme knowledge base module is also matched with general symptom information, skin symptom information, head symptom information, neck symptom information, chest symptom information, back symptom information, abdomen symptom information, waist symptom information, hip symptom information, pelvic symptom information, genital part symptom information and limb symptom information in the user information management module and the external environment information management module;
the personalized healthy life scheme intelligent generation module generates a nutritional life scheme R1, a daily diet life scheme R2 and a sports life scheme R3, namely:
Figure FDA0003587065790000051
Figure FDA0003587065790000052
Figure FDA0003587065790000053
wherein, level M, level N, level O, level P, level Q, level R, level S, level T, level U, level V, level W and level X are respectively as follows:
Figure FDA0003587065790000054
Figure FDA0003587065790000061
Figure FDA0003587065790000062
Figure FDA0003587065790000063
Figure FDA0003587065790000064
Figure FDA0003587065790000065
Figure FDA0003587065790000071
Figure FDA0003587065790000072
Figure FDA0003587065790000073
Figure FDA0003587065790000074
Figure FDA0003587065790000075
Figure FDA0003587065790000081
in the formula, m1、m2、m3、...、m7Is made ofA physical symptom parameter; n is a radical of an alkyl radical1、n2、n3、...、n7Is a skin condition parameter; o1、o2、o3、...、o7Is a head symptom parameter; p is a radical of1、p2、p3、...、p7Is a cervical symptom parameter; q. q of1、q2、q3、...、q7Is a chest symptom parameter; r is a radical of hydrogen1、r2、r3、...、r7Is a back symptom parameter; s is1、s2、s3、...、s7Is an abdominal symptom parameter; t is t1、t2、t3、...、t7Is a lumbar symptom parameter; u. u1、u2、u3、...、u7Is a hip symptom parameter; v. of1、v2、v3、...、v7Parameters of pelvic cavity symptoms; w is a1、w2、w3、...、w7Reproductive site symptom parameters; x is the number of1、x2、x3、...、x7Parameters for limb symptoms.
4. The system of claim 1, wherein the system further comprises: the personalized healthy life scheme management module also comprises a user life scheme evaluation selection module; the user life scheme evaluation selection module comprises a scheme appropriateness evaluation selection module and an optimization feedback module;
the regimen fitness evaluation selection module is used for selecting a regimen fitness parameter delta for the generated nutritional, daily dietary and athletic regimens, delta ranging from [ delta ] to [ delta ]1，δ7]；δ1、δ7Is a real number;
the optimization feedback module is used for calculating the difference value between the previous time and the current life scheme suitability parameter delta, if the difference value is larger than 0, the life scheme suitability parameter | delta | is added into the personal information and the external environment information of the user, so that the personalized healthy life scheme knowledge base module is matched with the life scheme suitability parameter | delta | in the user information management module and the external environment information management module, and the nutritional life scheme R1, the daily diet life scheme R2 and the sports life scheme R3 are updated.
5. The intelligent personalized lifestyle recommendation system of claim 1, wherein: the user registration login module comprises a user registration module, a user login module and an identity authentication module;
a user registers through a user registration module to obtain an identity ID;
a user logs in through a user login module;
the identity authentication module is used for verifying the identity ID and the password of the user login, and if the verification fails, the user cannot use the personalized life style intelligent recommendation system; criteria for failure of the verification are: the identity ID of the user login does not exist, or the identity ID of the user login does not correspond to the password.
6. The system of claim 1, wherein the system further comprises: the user information management module comprises a user crowd classification information acquisition module, a traditional Chinese medicine physique characteristic acquisition module, a personal economic condition information acquisition module, an occupation characteristic acquisition module, a disease condition acquisition module, a BMI acquisition module, a waistline acquisition module, a waist-hip ratio acquisition module, a whole body symptom acquisition module, a skin symptom acquisition module, a head symptom acquisition module, a neck symptom acquisition module, a chest symptom acquisition module, a back symptom acquisition module, an abdomen symptom acquisition module, a waist symptom acquisition module, a hip symptom acquisition module, a pelvic symptom acquisition module, a genital part symptom acquisition module and a four-limb symptom acquisition module;
the user population classified information acquisition module, the traditional Chinese medicine physique characteristic acquisition module, the individual economic condition information acquisition module, the occupation characteristic acquisition module, the disease condition acquisition module, the BMI acquisition module, the waistline acquisition module, the waist-hip ratio acquisition module, the whole body symptom acquisition module, the skin symptom acquisition module, the head symptom acquisition module, the neck symptom acquisition module, the chest symptom acquisition module, the back symptom acquisition module, the abdomen symptom acquisition module, the waist symptom acquisition module, the hip symptom acquisition module, the pelvic symptom acquisition module, the reproductive part symptom acquisition module and the four-limb symptom acquisition module are respectively used for inputting the types of user populations, the traditional Chinese medicine physique, income level, the occupation characteristic, the disease condition, the BMI, the waistline, the waist-hip ratio, the whole body symptom, the skin symptom, the head symptom, the neck symptom, the chest symptom, the back symptom, Abdominal symptoms, lumbar symptoms, hip symptoms, pelvic symptoms, genital symptoms, and limb symptoms;
the user crowd classification information acquisition module comprises a user crowd classification information grade module and a user crowd classification information parameter module;
the user crowd classified information grade module generates and displays a user crowd classified information grade module A according to the personal information of the user; the user crowd classification information grade module A is four grades and is respectively an infant, an adolescent, a pregnant woman and an old;
the user crowd classification information parameter module generates and displays a user crowd classification information parameter a according to the personal information of the useri(ii) a User crowd classification information parameter aiIn the range of [ a1，a7]；a1、a7Is a real number;
the traditional Chinese medicine constitution characteristic acquisition module comprises a traditional Chinese medicine constitution characteristic grade module and a traditional Chinese medicine constitution characteristic parameter module;
the traditional Chinese medicine constitution characteristic grade module generates and displays a traditional Chinese medicine constitution characteristic grade B according to the personal information of the user; the traditional Chinese medicine constitution characteristic grade B is nine grades, which are respectively yang deficiency, yin deficiency, damp heat, phlegm dampness, blood stasis, qi depression, qi deficiency, anaphylaxis and mild;
the Chinese medicine constitution characteristic parameter module generates and displays Chinese medicine constitution parameters b according to the personal information of the useri(ii) a Constitutional parameters of traditional Chinese medicine biIn the range of [ b1，b7]；b1、b7Is a real number;
the personal economic condition information acquisition module comprises a personal economic condition information grade module and a personal economic condition information parameter module;
the personal economic condition information grade module generates and displays a personal economic condition information grade according to the personal information of the user; the personal economic condition information grade C is five grades, namely a low income level, a middle lower income level, a middle upper income level and a high income level;
the personal economic status information parameter module generates and displays a personal economic status information parameter c according to the personal information of the useri(ii) a The personal economic status information parameter ciIn the range of [ c1，c4]；c1、c4Is a real number;
the professional characteristic acquisition module comprises a professional characteristic grade module and a professional characteristic parameter module;
the professional characteristic grade module generates and displays a professional characteristic grade D according to personal information of a user; the occupational characteristic grade D is four grades, namely mental labor, low physical labor, middle physical labor and heavy physical labor;
the professional characteristic parameter module generates and displays professional characteristic parameters d according to personal information of the useri(ii) a Occupational characteristic parameter diIn the range of [ d1，d7]；d1、d7Is a real number;
the disease condition acquisition module comprises a disease condition grade module and a disease condition parameter module;
the disease condition grade module generates and displays a disease condition grade E according to the personal information of the user; the disease status grade E is eighteen grades which are respectively infectious diseases, parasitic diseases, malignant tumors, tumors of good heart, endocrine diseases, blood and hematopoietic organ diseases, psychosis, nervous system diseases, eye and appendage diseases, ear and papillary diseases, circulatory system diseases, respiratory system diseases, digestive system diseases, urogenital system diseases, complications of pregnancy and childbirth and puerperium, skin and subcutaneous tissue diseases, musculoskeletal system diseases and connective tissue diseases;
the disease condition parameter module generates and displays disease conditions according to personal information of usersParameter ei(ii) a The disease condition parameter eiIn the range of [ e1，e7]；e1、e7Is a real number;
the BMI acquisition module comprises a BMI grade module and a BMI parameter module;
the BMI grade module generates and displays a BMI grade F according to personal information of a user; the BMI grade F is three grades, and the BMI range is 18.5-23.9kg/m2When F is 1; BMI range of 24-27.9kg/m2When F is 2; BMI is more than or equal to 28kg/m2When F is 3;
the BMI parameter module generates and displays a BMI parameter f according to personal information of a useri(ii) a The BMI parameter fiIn the range of [ f1，f7]；f1、f7Is a real number;
the waistline acquisition module comprises a waistline grade module and a waistline parameter module;
the waistline grade module generates and displays a waistline grade G according to the personal information of the user; the waistline grades G are three grades, and G is 1 when the waistline is less than or equal to 85 cm; g is 2 when the waist circumference range is 85-90 cm; g is 3 when the waist circumference is more than or equal to 95 cm;
the waistline parameter module generates and displays a waistline parameter g according to the personal information of the useri(ii) a The waist circumference parameter giIn the range of [ g1，g7]；g1、g7Is a real number;
the waist-hip ratio acquisition module comprises a waist-hip ratio grade module and a waist-hip ratio parameter module;
the waist-hip ratio grade module generates and displays a waist-hip ratio grade H according to the personal information of the user; the waist-hip ratio grade H is three, and H is 1 when the waist-hip ratio is less than or equal to 0.7; h is 2 when the waist-hip ratio is slightly 0.7-0.9; h is 3 when the waist-hip ratio is more than or equal to 0.9;
the waist-hip ratio parameter module generates and displays a waist-hip ratio parameter h according to personal information of a useri(ii) a The waist-hip ratio parameter hiIn the range of [ h1，h7]；h1、h7Is a real number;
the whole body symptom information acquisition module comprises a whole body symptom information grade module and a whole body symptom parameter module;
the general symptom grade module generates and displays a general symptom grade module M according to the personal information of the user; the constitutional symptom grade module M is twelve grades, namely septicemia, convulsion, trauma, hypotension, aversion to cold, fever, shivering, hypodynamia, coma, muscle soreness, lymphadenectasis and anemia;
the general symptom parameter module generates and displays a general symptom parameter m according to the personal information of the useri(ii) a Systemic symptom parameter miIn the range of [ m1，m7]；m1、m7Is a real number;
the skin symptom information acquisition module comprises a skin symptom information grade module and a skin symptom parameter module;
the skin symptom grade module generates and displays a skin symptom grade module N according to the personal information of the user; the skin symptom grade module N is twelve grades, namely night sweat, chilblain, hyperhidrosis, scales, roseola, herpes, dry skin, pimple, freckle, pruritus, eczema and cyanosis;
the skin symptom parameter module generates and displays a skin symptom parameter n according to the personal information of the useri(ii) a Skin condition parameter niIn the range of [ n1，n7]；n1、n7Is a real number;
the head symptom information acquisition module comprises a head symptom information grade module and a head symptom parameter module;
the head symptom grade module generates and displays a head symptom grade module O according to the personal information of the user; the head symptom grade module O is eleven grades, and is headache, dizziness, photophobia, asthenopia, tinnitus, earache, epistaxis, nasal obstruction, cough, dry mouth and toothache respectively;
the head symptom parameter module generates and displays a head symptom parameter o according to personal information of a useri(ii) a Head symptom parameter oiIn the range of [ o1，o7]；o1、o7Is a real number;
the neck symptom information acquisition module comprises a neck symptom information grade module and a neck symptom parameter module;
the neck symptom grade module generates and displays a neck symptom grade module P according to the personal information of the user; the neck symptom grade module P is four grades, namely larynx edema, thyroid enlargement, stiff neck and dysphagia;
the neck symptom parameter module generates and displays a neck symptom parameter p according to personal information of a useri(ii) a Neck symptom parameter piIn the range of [ p1，p7]；p1、p7Is a real number;
the chest symptom information acquisition module comprises a chest symptom information grade module and a chest symptom parameter module;
the chest symptom grade module generates and displays a chest symptom grade module Q according to the personal information of the user; the chest symptom grade module Q is twelve grades which are dyspnea, hemoptysis, asthma, breast lump, nipple invagination, palpitation, angina pectoris, arrhythmia, chest distress, chest pain and asphyxia respectively;
the chest symptom parameter module generates and displays a chest symptom parameter q according to the personal information of the useri(ii) a Chest symptom parameter qiIn the range of [ q ]1，q7]；q1、q7Is a real number;
the back symptom information acquisition module comprises a back symptom information grade module and a back symptom parameter module;
the back symptom grade module generates and displays a back symptom grade module R according to the personal information of the user; the back symptom grade module R is of a second grade and respectively represents scoliosis and juvenile intervertebral disc prolapse;
the back symptom parameter module generates and displays a back symptom parameter r according to the personal information of the useri(ii) a Back symptom parameter riIn the range of [ r1，r7]；r1、r7Is a real number;
the abdominal symptom information acquisition module comprises an abdominal symptom information grade module and an abdominal symptom parameter module;
the abdominal symptom grade module generates and displays an abdominal symptom grade module S according to the personal information of the user; the abdominal symptom grade module S is twelve grades, namely constipation, nausea, regurgitation, abdominal pain, diarrhea, abdominal distension, dysentery, splenomegaly, inappetence, stomachache, dyspepsia and anorexia;
the abdominal symptom parameter module generates and displays an abdominal symptom parameter s according to the personal information of the useri(ii) a Abdominal symptom parameter siIn the range of [ s ]1，s7]；s1、s7Is a real number;
the waist symptom information acquisition module comprises a waist symptom information grade module and a waist symptom parameter module;
the lumbar symptom grade module generates and displays a lumbar symptom grade module T according to personal information of a user; the waist symptom grade module T is five grades, namely urgency of urination, odynuria, nephrotic syndrome, low back pain and lumbar disc herniation;
the waist symptom parameter module generates and displays a waist symptom parameter t according to the personal information of the useri(ii) a Lumbar symptom parameter tiIn the range of [ t1，t7]；t1、t7Is a real number;
the buttock symptom information acquisition module comprises a buttock symptom information grade module and a buttock symptom parameter module;
the buttock symptom grade module generates and displays a buttock symptom grade module U according to the personal information of the user; the hip symptom grade module U is four grades, namely hematochezia, anal fissure, pruritus ani and rectocele;
the buttock symptom parameter module generates and displays a buttock symptom parameter u according to personal information of a useri(ii) a Parameter u of hip symptomsiIn the range of [ u ]1，u7]；u1、u7Is a real number;
the pelvic cavity symptom information acquisition module comprises a pelvic cavity symptom information grade module and a pelvic cavity symptom parameter module;
the pelvic cavity symptom grade module generates and displays a pelvic cavity symptom grade module V according to personal information of a user; the pelvic symptom grade module V is seven grades and respectively indicates frequent micturition, urinary incontinence, hematuria, oliguria, anuresis, enuresis and hydramnion;
the pelvic cavity symptom parameter module generates and displays a pelvic cavity symptom parameter v according to personal information of a useri(ii) a Pelvic symptom parameter viIn the range of [ v ]1，v7]；v1、v7Is a real number;
the genital part symptom information acquisition module comprises a genital part symptom information grade module and a genital part symptom parameter module;
the genital part symptom grade module generates and displays a genital part symptom grade module W according to the personal information of the user; the genital part symptom grade module W is nine grades, and the genital part symptom grade module W is respectively leucorrhea, amenorrhea, dysmenorrhea, cervical erosion, abortion, sexual intercourse pain, hyposexuality, spermatorrhea and testicular pain;
the genital part symptom parameter module generates and displays a genital part symptom parameter w according to the personal information of the useri(ii) a Genital region symptom parameter wiIn the range of [ w1，w7]；w1、w7Is a real number;
the four-limb symptom information acquisition module comprises a four-limb symptom information grade module and a four-limb symptom parameter module;
the four-limb symptom grade module generates and displays a four-limb symptom grade module X according to the personal information of the user; the four limb symptom grade module X is eight grades, and respectively comprises monoplegia, liver and palm, helosis, cramp, varicosity, rhagadia manus et pedis, asthenia and elbow joint dislocation;
the four-limb symptom parameter module generates and displays a four-limb symptom parameter x according to personal information of a useri(ii) a Parameter of extremity symptoms xiIn the range of [ x ]1，x7]；x1、x7Is a real number;
the external environment information acquisition module comprises an altitude area acquisition module, an outdoor temperature acquisition module and a weather condition acquisition module;
the altitude area acquisition module, the outdoor temperature acquisition module and the weather condition acquisition module are respectively used for recording the altitude area, the outdoor temperature and the weather condition of the user.
The altitude area acquisition module comprises an altitude area grade module and an altitude area parameter module;
the altitude area grade module generates and displays an altitude area grade J according to external environment information; the altitude area grade J is three grades, namely a low altitude area, a medium altitude area and a high altitude area;
the elevation region grade module generates and displays an elevation region parameter j according to external environment informationi(ii) a The altitude area parameter jiHas a range of [ j1，j7]；j1、j7Is a real number;
the outdoor temperature acquisition module comprises an outdoor temperature grade module and an outdoor temperature parameter module;
the outdoor temperature grade module generates and displays an outdoor temperature grade K according to external environment information; the outdoor temperature grade K is three grades, namely cold and warm;
the outdoor temperature parameter module generates and displays an outdoor temperature parameter k according to external environment informationi(ii) a The outdoor temperature parameter kiIn the range of [ k ]1，k7]；k1、k7Is a real number;
the weather condition acquisition module comprises a weather condition grade module and a weather condition parameter module;
the weather condition grade module generates and displays a weather condition grade L according to external environment information; the weather condition grades L are five grades, namely sunny days, cloudy days, rainy days, snowy days and haze;
the weather condition parameter module generates and displays a weather condition parameter l according to external environment informationi(ii) a The weather condition parameter liIn the range of [ l1，l7]；l1、l7Are real numbers.
7. The intelligent personalized lifestyle recommendation system of claim 1 wherein the intelligent behavioral intervention module comprises an intelligent behavioral intervention recording module and a behavioral intervention suggestion module;
the intelligent behavior intervention recording module comprises a drinking behavior recording module, a sedentary behavior recording module and a sleeping behavior recording module;
the drinking behavior recording module records drinking behaviors of the user;
the sedentary behavior recording module records the sedentary behavior of the user;
the sleep behavior recording module records the sleep behavior of the user;
the behavior intervention suggestion module comprises a guidance evaluation result display module and a behavior intervention suggestion management module;
the guide evaluation result display module is used for displaying the guide evaluation result of the doctor consultant on the user behavior intervention record in the guide evaluation module;
and the behavior intervention suggestion management module is used for displaying and inquiring the guide evaluation result.
The doctor consultant selection module comprises a doctor consultant list display module, a doctor consultant detail display module and a doctor consultant management module;
the doctor consultant list display module is used for displaying doctor consultants selectable by a user;
the doctor consultant detail display module is used for displaying personal information of a doctor consultant;
the physician advisor management module is for selecting a physician advisor.
The suggested prescription management module comprises a suggested prescription content display module and a suggested prescription historical record management module;
the suggested prescription content display module is used for displaying the suggested prescription transmitted by the doctor consultant;
the suggested prescription history management module is used for managing the historical suggested prescriptions transmitted by the doctor consultant.
8. The intelligent personalized lifestyle recommendation system of claim 1 wherein the management workstation module comprises a user behavior record management module and a user behavior suggestion management module;
the user behavior record management module is used for displaying and managing the daily behavior intervention record of the user;
the user behavior suggestion management module is used for displaying and managing behavior intervention suggestion records of the user.
The guide evaluation module comprises a guide evaluation input module and a guide evaluation record management module;
the guide evaluation input module is used for inputting the evaluation content of the doctor consultant on the current intervention record condition of the user;
the guide evaluation record management module is used for managing the evaluation content of the doctor consultant on the current intervention record condition of the user;
the suggested prescription issuing module comprises a suggested prescription entering module and a suggested prescription record management module;
the suggested prescription entering module is used for entering a suggested prescription;
the suggested prescription record management module is used for managing suggested prescriptions; the management comprises adding, modifying and deleting;
the consultant personal information management module comprises a consultant personal basic information input module, a consultant professional audit display module and a consultant personal information historical record management module;
the advisor personal basic information input module is used for inputting advisor personal basic information;
the consultant professional audit display module is used for displaying consultant professional audit results; the consultant occupation auditing display module is connected with an occupation information auditing module of a health data cloud platform; the consultant professional audit display module calls data of the professional information audit module, so that the professional audit condition of the current doctor consultant is displayed; the professional information auditing module is used for displaying and auditing the professional registration information input by the doctor advisor and transmitting the professional information auditing result to the professional information authentication display module; professional registration information is input by professional registration modules of the user side and the doctor consultant side;
the consultant personal information history management module is used for managing consultant personal information history;
the user management module comprises a user searching module and a user attention state management module;
the user search module displays users concerned by a doctor consultant;
the user attention state management module manages users that are attended by a doctor advisor.
9. The system of claim 1, wherein the doctor consultant intelligent recommendation generating module comprises a user personal career registration type unit, a job title rating module, a career audit condition unit, a doctor consultant unit and a recommendation index generating unit;
the user personal occupation registration type unit is used for acquiring a personal occupation registration type of a doctor consultant and transmitting the personal occupation registration type to the recommendation index generation unit;
the types of professional registrations include physicians, nursing physicians, dieticians, health managers, rehabilitation therapists, researchers, and doctor's;
the title grade module is used for acquiring the title grade of a doctor consultant and transmitting the title grade to the recommendation index generation unit;
the professional audit condition unit is used for acquiring professional audit conditions of a doctor consultant and transmitting the professional audit conditions to the recommendation index generation unit;
the doctor counselor forming permission unit is used for acquiring whether the optional doctor counselor forms permission to the doctor counselor of the user or not and transmitting the doctor counselor forming permission to the recommendation index generating unit;
the recommendation index generation unit generates a recommendation index according to the received data, and recommends an optional doctor consultant to the user side in a descending order according to the recommendation index.
10. The system of claim 1, wherein the nutritional lifestyle plan includes a food type for daily consumption, food nutrient elements, daily intake of each food;
the daily diet scheme comprises dish type, dish series, dish cooking mode, dish meat and vegetable conditions and dish matching conditions;
the exercise life scheme comprises aerobic exercise items, exercise time, exercise intensity and exercise consumption.
CN202210368950.4A 2022-04-08 2022-04-08 Intelligent personalized life style recommendation system Pending CN114780837A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116364240A (en) * 2023-02-02 2023-06-30 复旦大学附属肿瘤医院 Remote nutrition information processing method and system based on Internet

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116364240A (en) * 2023-02-02 2023-06-30 复旦大学附属肿瘤医院 Remote nutrition information processing method and system based on Internet
CN116364240B (en) * 2023-02-02 2024-01-26 复旦大学附属肿瘤医院 Remote nutrition information processing method and system based on Internet

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