CN107025377A - A kind of health management system arranged and method - Google Patents
A kind of health management system arranged and method Download PDFInfo
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- CN107025377A CN107025377A CN201710217863.8A CN201710217863A CN107025377A CN 107025377 A CN107025377 A CN 107025377A CN 201710217863 A CN201710217863 A CN 201710217863A CN 107025377 A CN107025377 A CN 107025377A
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Abstract
A kind of health management system arranged and method, including：User's physiology sign harvester, it is used for the physiology sign for gathering user；User profile inquiry unit, it collects user's body status information by way of man-machine interaction；User profile analyzes judging unit, for the current state according to user's physiology sign information and oneself state information analysis and judgment user；User Status resolution unit, overview, reason, mechanism and/or risk for parsing user's current state；Meals prescription generation unit, the food prescription according to the rule generation of the nutrition of the current state combination database purchase of user suitable for active user.
Description
Technical field
Invent and be related to big health approach field, more particularly to a kind of health management system arranged and method, can be used for family and be good for
The many aspects such as Kang Guanli, the push of health-preserving food business, precision agriculture operation instruction.
Background technology
Planning commission's statistics is defended according to country to show, it is Chinese because chronic disease causes death toll to account for total death toll at present
85%, chronic disease in Disease Spectrum proportion up to 70%, it has also become great public health problem and social concern, serious shadow
Ring the healthy of the our people masses.Tcm constitution theory thinks that biased constitution is the pathogenetic inherent foundation of disease, passes through body
Matter recognize, can early detection relevant disease high-risk constitution colony, and it is carried out with a definite target in view constitution adjustment intervention, make
People gently falls ill, falls ill or do not fall ill less, so that effectively prevention and control chronic disease.
Traditional Traditional Chinese Medicine Constitution Classification is more coarse not fine enough, biased to constitution according to existing Traditional Chinese Medicine Constitution Classification
When constitution carries out corresponding dietotherapy and health care adjustment, take effect slow, the conditioning phase is long, burden weight.Simultaneously as tcm constitution is distinguished
Knowing needs experience to be carried out compared with the old docter of TCM of horn of plenty, and veteran old docter of TCM exactly China's scarce talent, ultimately results in general
Logical crowd carries out Constitution Identification difficulty, high cost etc..Meanwhile, traditional old docter of TCM identification also exist identification accuracy rate by it is subjective because
Element and personal experience's influence are big, the low shortcoming of accuracy rate.
The content of the invention
It is an object of the invention to provide a kind of health management system arranged and method, it can be according to itself feelings of user
Condition, science, accurately customizes corresponding health management scheme, provides Appropriate dietary guide plan, pushes health-preserving food product.
For up to this purpose, the present invention uses following technical scheme：
It is a kind of health management system arranged, including：User's physiology sign harvester, it is used for the physiology sign for gathering user；
User profile inquiry unit, it collects user's body status information by way of man-machine interaction；
User profile analyzes judging unit, for according to user's physiology sign information and oneself state information analysis and judgment use
The current state at family；User Status resolution unit, overview, reason, mechanism and/or risk for parsing user's current state；
Meals prescription generation unit, is suitable to active user according to the rule generation of the nutrition of the current state combination database purchase of user
Food prescription.
A kind of health control method, including：The physiology sign of user is gathered using user's physiology sign harvester；Pass through
User profile inquiry unit collects user's body status information using the mode of man-machine interaction；
Used by user's information analysis and judgment unit according to user's physiology sign information and oneself state information analysis and judgment
The current state at family；Overview, reason, mechanism and/or the risk of user's current state are parsed using User Status resolution unit；It is logical
Cross meals prescription generation unit and current use is suitable to according to the nutrition rule generation of the current state combination database purchase of user
The food prescription at family.
As the preferred embodiments of the present invention, user's physiology sign harvester is wearable device, including but not
It is limited to the one or more in following equipment：Intelligent bracelet, intelligent watch, preferably with the one or more in following function：
Sleep prison, rhythm of the heart, meter step, activity intensity are recognized, amount of exercise statistics, pulse condition are monitored, monitoring of blood pressure；Intelligent blood sugar instrument；Intelligence
Can glasses；Motion tracker；Intelligent cardiac figure measuring instrument；Audiphone；BOLD contrast.
As the preferred embodiments of the present invention, user's physiology sign harvester can for tongue as identifier, it can
To gather the picture of user's tongue, and the health status of the tongue skin color model user reacted according to the picture.
As the preferred embodiments of the present invention, the user profile inquiry unit is included：User basic information inquiry unit,
For essential informations such as inquiry user sex, age, height, body weight, family's medical history, marital status, medical histories；Know at the beginning of user
Other unit, the physiology sign that may be had according to the user basic information identification user collected；Secondary user's information inquiry list
Member, for the primary classification according to the user, generates the secondary user's information inquiry row for further gathering user profile
Table.
As the preferred embodiments of the present invention, the secondary user's information includes：Allergies, exposes history, history of operation, wound
History, blood transfusion history, diet hobby, fruit and vegetable service condition, psychological condition, daily schedule, working environment health, academic environment are defended
One or more of life, biochemistry detection parameter, Image detection parameter, physical parameters, physical symptom, motion conditions.
Further secondary user's information can also be：Cold-fever inquiring；Ask sweat；Ask pain；Dietary taste inquiring；Sleep-inquiring；Ask two
Just；Inquiring patient about the cause of the disease and cause.
User profile analyzes judging unit, for judging the specific tcm constitution belonging to user, and it can be common special
Family's system.
The user profile analysis judging unit can also include：User profile receiving unit, for receiving user profile；
Database Unit, for storing the correlation data between user characteristics and User Status；Between the feature and User Status
Correlation data can be based on historical experience accumulate data or using correlation analysis obtain correlation number
According to can also be the correlation data obtained using artificial intelligence machine self study；Computing unit, for calculate user characteristics with
Synthesis relating value between User Status.
As the preferred embodiments of the present invention, the computing unit calculates the user characteristics and user in the following way
Synthesis relating value between state：
Wherein FjSynthesis relating value for User Status j with multiple or whole features 1,2,3 ... between i, rect (i) is square
Shape function, rect (i)=1, i is fictitious time rect (i)=0 when i is true, and corresponding physical meaning is：User Status j user is special
Levy when i occurs or collected and integrate relating value FjMolecular moiety consider correlation values Wij, and for not occurring or not gathering
The feature i arrived integrates relating value FjMolecular moiety do not consider；WijFor the user characteristics i and User Status stored in database
Correlation values between j.
As the preferred embodiments of the present invention, computing unit calculates the user characteristics and User Status in the following way
Between synthesis relating value：
Wherein FjSynthesis relating value for User Status j with multiple or whole features 1,2,3 ... between i, rect (i) is square
Shape function, rect (i)=1, i is fictitious time rect (i)=0 when i is true, and corresponding physical meaning is：User Status j feature i
Relating value F is integrated when occurring or collectingjMolecular moiety consider correlation values Wij, and for not occurring or not collecting
Feature i integrates relating value FjMolecular moiety do not consider；KiWeighted value is characterized, the weighted value can be set as needed；
WijFor the correlation values between the user characteristics i and User Status j that are stored in database.
As the preferred embodiments of the present invention, the computing unit is classified for the nested computing unit of classification, including the first order
Nested computing unit is to the nested computing unit of N grades of classifications, and N is the natural number more than or equal to 2.
As the preferred embodiments of the present invention, the first classification of the nested computing unit of the classification calculates nested computing unit
Using formulaCalculate comprehensive relating value Fj；The nested computing unit of second classification uses formulaCalculate comprehensive relating value Fb；FbFor User Status b and multiple or whole features 1,2,
Synthesis relating value between 3 ... a, rect (a) is rectangular function, and rect (a)=1, a is fictitious time rect (a)=0 when a is true；It is right
The physical meaning answered is：Relating value F is integrated when User Status b feature a occurs or collectedbMolecular moiety consider correlation
Numerical value Vab, and integrate relating value F for the feature a for not occurring or not collectingbMolecular moiety do not consider correlation values
Vab；KaWeighted value is characterized, the weighted value can be set as needed.
It is related between the feature stored in the Database Unit and User Status as the preferred embodiments of the present invention
Property data be to be built according to existing empirical data, above-mentioned correlation data is not necessarily numeral, and it includes but is not limited to be ratio
Value, percentage, probability.
As the preferred embodiments of the present invention, the User Status resolution unit, for parsing the general of user's current state
Condition, reason, mechanism and/or risk；For example：It is when judging user for heart qi deficiency tcm constitution：Provide following parsing：I. what is
The heart qi deficiency；Ii. why I can the heart qi deficiency；What iii. the heart qi deficiency was brought bothers；Iv. it is vigilant the disease that the heart qi deficiency occurs；v.
Why I can the heart qi deficiency；What vi. the heart qi deficiency was brought bothers；Vii. how the heart qi deficiency is nursed one's health.
As the preferred embodiments of the present invention, the User Status is the tcm constitution belonging to user, the tcm constitution
Refer to peaceful matter, deficiency of vital energy matter, deficiency of yang matter, deficiency of Yin matter, phlegm wet matter, damp and hot matter, obstruction of the circulation of vital energy matter, blood stasis matter or special official report matter.
As the preferred embodiments of the present invention, the User Status refers to：The heart-yin virtual stake, lung yin virtual stake, liver-yin virtual stake, stomach
Deficiency of Yin state, heart kidney yin virtual stake, lung-kidney deficiency state, deficiency of liver-yin and kidney-yin state, heart-yang virtual stake, spleen sun virtual stake, kidney yang virtual stake, heart-kidney yang deficiency
State, insufficiency of both the spleen and the kindey state, lung phlegm wet state, spleen phlegm wet state, liver and gallbladder damp-heat state, damp heat in the spleen and the stomach state, large intestinal damp-heat state, bladder damp-heat state,
Motive virtual stake, lung qi virtual stake, temper virtual stake, kidney qi virtual stake, vital-energy insufficiency of heartzang and lungzang state, asthenia of pulmonosplenic qi state, spleen kidney qi virtual stake, heart kidney qi deficiency
State, heart temper virtual stake, heart extravasated blood state, hepatic congestion state, hepatic depression state or the strongly fragrant state of courage.
As the preferred embodiments of the present invention, in addition to meals prescription custom-built system, user can pass through the custom-built system
Customize, buy corresponding food prescription.
As the preferred embodiments of the present invention, in addition to user feedback system, the use feedback information for collecting user,
And reference when being formulated as follow-up dietary regimen.
Brief description of the drawings
Fig. 1 is the health management system arranged structural representation of the present invention；
Fig. 2 is expert system structure schematic diagram.
The user profile inquiry unit of 1 user's physiology sign harvester 2
3 user profile analyze the User Status resolution unit of judging unit 4
5 meals prescription generation units
Embodiment
Further illustrate technical scheme below in conjunction with the accompanying drawings and by embodiment.
Embodying the exemplary embodiments of feature of present invention and advantage will describe in detail in the following description.It should be understood that this
Invention can have various changes in different embodiments, and it is neither departed from the scope of the present invention, and it is therein explanation and
Diagram is treated as purposes of discussion in itself, and is not used to the limitation present invention.
It is an object of the invention to provide a kind of health management system arranged and method, it can be according to itself feelings of user
Condition, science, accurately customizes corresponding health management scheme, provides Appropriate dietary guide plan, push health-preserving food product, instruct essence
Quasi- agricultural production.
A kind of health management system arranged and method, including：User's physiology sign harvester, it is used for the physiology for gathering user
Sign；User profile inquiry unit, it collects user's body status information by way of man-machine interaction；User profile analysis is sentenced
Disconnected unit, for the current state according to user's physiology sign information and oneself state information analysis and judgment user；User Status
Resolution unit, overview, reason, mechanism and/or risk for parsing user's current state；Meals prescription generation unit, according to
Food prescription of the nutrition rule generation of the current state combination database purchase of user suitable for active user.
User's physiology sign harvester is one kind or many in wearable device, including but not limited to following equipment
Kind：Intelligent bracelet, intelligent watch, preferably with the one or more in following function：Sleep prison, rhythm of the heart, meter step, activity
Intensity identification, amount of exercise statistics, pulse condition monitoring, monitoring of blood pressure；Intelligent blood sugar instrument；Intelligent glasses；Motion tracker；Intelligent cardiac
Figure measuring instrument；Audiphone；BOLD contrast.
The information that the said equipment is collected can be transferred to described health management system arranged, nothing by wired or wireless mode
The preferred bluetooth of line transmission means, infrared, wifi.
Wearable can be used by being related to the acquisition mode of above user profile, and be input to mobile phone journey by bluetooth
Sequence, because the data by equipment can be more objective and accurate.It can form effectively right for the data recorded in the past simultaneously
Compare data.
User's physiology sign harvester can include tongue as identifier, and it can gather the picture of user's tongue,
And the health status of the tongue skin color model user reacted according to the picture.
It is that can include camera, servicing lighting, it is used to gather human body tongue photo on tongue as identifier,
Then using image recognition technology ripe in the prior art, the tongue colour of skin reacted in picture is identified, then basis
Existing medical practice judges, the corresponding different health status of the different tongue colours of skin, for example：
(1) dry tongue：The slight change dried not with profile；Substantially dry see nose illness (can with mouth breathing,
Asialia), a large amount of smokings, atropine effect, after radiotherapy etc.；The visible tongue body of serious dry tongue reduces, and has a longitudinal furrow,
Serious dehydration is seen, can be declined with skin elasticity.
(2) tongue body increases：Temporary enlargement sees glossitis, stomatitis, the cellulitis of tongue, abscess, hemotoncus, blood vessel god
Through property oedema etc..Prolonged increase sees myxoedema, cretinism and mongolism (Down diseases), Tongue neoplasm etc..
(3) graphic tongue (graphic tongue)：Occur the bump of yellow epithelial cell accumulation, shape on lingual surface
Such as map.The epithelium bump edge of lingual surface is irregular, and existence time is not long, and it is normal that a few days can strip off recovery, such as shape again
Cheng Xin yellow bump, claims serpiginous glossitis (migratoty glossitis), and other diseases are not accompanied by this glossitis more
Become, occurrence cause is still not clear, can also caused by riboflavin deficiency.
(4) fissured tongue (wrikled tongtle)：Occur transversal crack on lingual surface, see Down diseases and riboflavin deficiency,
The latter has glossalgia, and longitudinal crack sees syphilitic glossitis.
(5) strawberry tongue (strawberry tongtle)：Lingual papilla swelling, rubescent similar strawberry, see scarlet fever or length
Phase fever patient.
(6) beefy tongue (beefy tongue)：The deep red red such as raw beef shape of lingual surface, sees pellagra (deficiency of niacin).
(7) mirror-like tongue：Also known as smooth tongue (smoth tongue), tongue atrophy, tongue body is smaller, the smooth pinkiness of lingual surface
Or it is red, see hypoferric anemia, pernicious anaemia and atrophic gastritis.
(8) hairy tongue：Also referred to as black tongue, lingual surface is covered with black or yellowish-brown hair, therefore claims hairy tongue (hairy tongue), and this is silk
Shape nipple is wound with fungal filament and its epithelial cell angling is formed.See valetudinarianism or broad-spectrum antibiotic is used for a long time and draw
Rise fungi growth) patient.
(9) dyskinesia of tongue：Tremble and see hyperthyroidism；Deflection sees hypoglossal paralysis.
Tongue presentation is commonly referred to as tongue fur in traditional Chinese medicine, is to have tongue shape that is one layer thin white and moistening on the back of normal person
Thing.Because tongue fur is given birth to by stomach Qi, and five ZANG-organs and six FU-organs all obtaining QI from the stomach, therefore, the change of tongue fur can reflect the cold of internal organs, heat, it is empty,
It is real, the depth of the property of disease and evil and sick position.The observation of tongue fur includes hoping coating colour, hopes coating nature two parts.Coating colour：That is the face of tongue fur
Color, ill coating colour mainly has white tongue, yellow tongue, grey and black coat.Sometimes can also occur green paint (to be transformed, be common in by white tongue more
Warm epidemic disease, damp-warm syndrome, are damp and hot strongly fragrant smoked levy), berry-sauce fur (red middle nigrescence and and yellow tongue fur, be common in folder food heatstroke or interior heat
Strongly fragrant long, main humidifier is with the passing of time).
Method because being exemplified below the situation of common tongue fur and its constitutive character of representative and body conditioning.
Normal tongue feature
Tongue picture：Tongue nature is light red, fat or thin moderate, thin white fur of tongue and dry profit appropriateness.
Common Abnormity tongue fur and parsing
1. tongue fur is thick in vain
Show illness：When the heresy of the six external factors which cause diseases such as chill, rheumatism, cold-dampness, sick Shang Biao, also not in pass, and disease and evil is lighter, internal organs
Gas when not hindering, the common thin and whitish fur of tongue fur.
If tongue fur turns white, thickening explanation body there is a problem that phlegm wet is heavier, arouse attention.
Tongue fur, which turns white, shows there is cold in vivo, has either eaten the food of cold still by trembling with fear, tongue fur can all turn white, now
People's majority be all white tongue, exactly because eating water fruits and vegetables in refrigerator, often drink what cold drink was caused.In addition, in daily life
In, tongue body fat big, the white thickness of tongue fur be more common in body obesity, transporting and transforming function of the spleen and stomach it is not normal and cause in oedema, phlegm wet contain patient.High blood
Fat, artery sclerosis, patient's also common thick white and greasy tongue coating of hypertension.
2. the glutinous thickness of yellow-white tongue fur
Show illness：If seeing there is the dirty thing of a thick layer yellow-white on tongue, tongue fur is glutinous thick, is difficult to scrape off,
There is a kind of sour but also smelly oxious gas taste not only in mouthful, have no appetite, be hard and dry simultaneously.
Such case is likely to because of usually hyperalimentation, or feed greasy food is excessively, digestive function of spleen and stomach difference or hair
Raw disorderly caused, common people cry having indigestion to it.
1. tongue fur blacks
Show illness：It is very hot and extremely tremble with fear can all cause the tongue fur of black, certainly, dyeing tongue except.In life, if eaten
Some medicines or food, will also tend to make tongue fur change colour, but these are not admitted to disease tongue.In general, the color and luster of coloured fur compares
It is bright-coloured and superficial, and sick tongue is difficult to take off, it is possible to use this point is distinguished, and normal tongue fur must not be mistakenly considered into disease
Tongue and false alarm.
Black tongue, often has close relationship with disease.Clinic be more common in chronic asthmatic bronchitis, pulmonary emphysema, lung cancer,
The tongue picture of the patients such as stomach cancer, chronic renal failure.The people of black tongue should pay attention to the treatment of illnesses, to early recovery.
Many diseases can cause black tongue, so treating black tongue will strictly comply with the doctor's request, see that the state of an illness is nursed one's health.
1. tongue fur is peeled off without tongue fur
Show illness：Tongue fur, which completely or partially comes off, in lysis referred to as shells (falling) tongue, and tongue fur all comes off, so that tongue
The bright and clean such as mirror in face, is referred to as ' uncoated and smooth tongue ', is called ' mirror-like tongue '；If tongue fur peel off it is incomplete, strip off place it is smooth without tongue, remaining place is full of stains or spots to be refuted
The remaining tongue fur in ground is refuted, boundary substantially, is referred to as ' incomplete loss of the coating of the tongue '.
Stripping tongue represents stomach unsaturated vapor, and stomach-Yin is exhausted or qi-blood deficiency, is a kind of performance of asthenia universalis.
Patient without tongue, diet is preferably light, should not eat and drink immoderately and eat raw and cold, scorching and heavy food.Many foods
Veterinary antibiotics with invigorating spleen and reinforcing stomach, such as Chinese yam, Semen Coicis, can take the medicines such as Jianpi Wan, Shengmai San.Take exercises, strengthen
Body's immunity
The user profile inquiry unit is included：User basic information inquiry unit, for inquiry user sex, the age,
The essential informations such as height, body weight, family's medical history, marital status, medical history；The first recognition unit of user, according to the use collected
The physiology sign that family essential information identification user may have；Secondary user's information inquiry unit, for according to the user's
Primary classification, generates the secondary user's information inquiry list for further gathering user profile.
The user basic information inquiry unit preferentially, includes illegal input information identificating unit, when user's input
During illegal user information, system automatically prompting user is re-entered, for example, input the age less than 0, and during more than 100, system will be certainly
Dynamic to be identified as illegal user information, the information to input refuses identification, and reminds user to re-enter.
The secondary user's information includes：Allergies, exposes history, history of operation, trauma history, blood transfusion history, diet hobby, fruit
Vegetables service condition, psychological condition, daily schedule, working environment health, academic environment health, the inspection of biochemistry detection parameter, image
Survey one or more of parameter, physical parameters, physical symptom, motion conditions.
To describe the problem conveniently, exemplary illustration is done by taking constipation as an example：
Stool, which is usually expressed as, in traditional Chinese medical science field Qi deficiency physique crowd's constipation does not do not hard, though there is awareness of defecation, difficult defecation,
Firmly exert and earn then sweating shortness of breath, weak after an action of the bowels, colourless god is tired, the tired lazy speech of limb, pale tongue with white fur, weak pulse；Yin-deficiency constitution crowd's constipation
Dry and hard excrement, such as hard sphere shape are usually expressed as, body is become thin, and dizziness and tinnitus, two cheekbones are red red, vexed few dormancy, hectic fever night sweat, waist and knee
It is aching and limp, the red few tongue of tongue, thready rapid pulse；Deficiency of yang plastid matter crowd's constipation is usually expressed as stool and does or do not do, and discharge is difficult, and urine is clear
Long, Mian Se Koushi are white, and four limbs are not warm, and crymodynia in abdomen, or waist and knee acid are cold, pale tongue with white fur, slow and sunken pulse；Obstruction of the circulation of vital energy constitution crowd's constipation is usual
Dry and hard excrement is shown as, or not very dry and hard, be intended to just not draw, or just not well, borborygmus fart, distending pain in abdomen, belch frequency is made, received
Food is reduced, chest side of body feeling of fullness, thin and greasy fur, veins string；Damp-heat constitution crowd's constipation is usually expressed as defecating viscous, is intended to just not draw,
Or just not well, bitter taste or dry, there is peculiar smell in mouth, gasteremphraxis, hiccup, sour regurgitation, scanty drak urine, color is yellow, red tongue with yellowish and greasy fur.Cause
This, can generate following query message list according to traditional medicine experience：
1. the state of stool
A stool does not do not hard B dry and hard excrements C stool as hard sphere shape D stool is sticky
E stool is dilute after first doing
2. the sensation of discharge
Though A has feels comfortable after awareness of defecation, difficult defecation, row
Though B has awareness of defecation, difficult defecation, stool can not arranged
C wants defecation and can not arranged, or defecation is not frank
D anuses have the sensation of heavy tenesmus
3. other simultaneous phenomenons
A is weak, pale white complexion, tired, is not desired to speak, and appetite is reduced
B bodies are become thin, and two cheekbones are red red, or night sweating, feverishness in palms and soles
C Mian Se Koushi are white, and hands and feet coolness does not like ice-cold food
D borborygmus is vented, or distending pain in abdomen, frequently hiccup, and appetite is reduced
There are peculiar smell, or stomach turgor in E bitter tastes or dry, mouth, have the hiccups, sour regurgitation.
4. urine measures color
A hydrourias, clear abundant urine B oliguresises, color Huang C urine is normal
5. tongue
A pale tongues, tongue is white
B pale tongues are fat, indentation, and tongue is thin white or white greasy
C tongues are red, and few tongue D pink tongues, the thin white E tongues of tongue are red, yellow and greasy fur
User profile analyzes judging unit, for judging the specific tcm constitution belonging to user, and it can be common special
Family's system.
The structure of expert system is as shown in Figure 2.
Expert system is general by knowledge base and its management system, inference machine, integrated database, knowledge acquisition mechanism, explanation
Mechanism and the part of man-machine interface six composition.
Knowledge base and its management system
Knowledge base is empirical knowledge, original for storing certain domain expert with the mechanism of consistent form stored knowledge
The fact that conceptual knowledge, correlation, feasible operation and rule etc..Solve the problems, such as that knowledge base is set up in knowledge acquisition and the representation of knowledge
Key issue.
Knowledge acquisition mechanism
The foundation of knowledge acquisition mechanism, substantially designs batch processing, and knowledge is sent to knowledge base, and responsible maintenance is known
Correctness, uniformity and the integrality of knowledge.Knowledge acquisition is the whether superior key of expert system knowledge base, it is intended to set up
Automatic Knowledge Retrieve mechanism, realizes the autolearn feature of expert system, constantly expands and changes the content in knowledge base.
Integrated database
Integrated database is also known as global data base or " blackboard " etc., and it is used for the primary data (letter of field of storage or problem
Breath), the objective result of the intermediate result that obtains in reasoning process or state and system, some for containing processed object ask
Inscribe description, assumed condition, current fact etc..
Inference machine
Inference machine is the part that knowledge-based inference is realized in expert system, be knowledge-based inference in a computer
Realize, be the core of expert system.Inference machine is used to remember used rule and the program of control strategy, completes foundation
Certain knowledge rule from it is existing the fact release conclusion approximate expert thought process, it is ensured that whole expert system can be with
Logical course cooperates in harmony.
Agency of interpretation
Agency of interpretation can explain the behavior of expert system to user, include the correctness and system of reasoning by explaining conclusion
The reason for exporting other candidate solutions.This is one of principal character that expert system is different from other software systems, and agency of interpretation is real
It is also one group of computer program on border, generally using preset text method and route complexity.When user has inquiry demand, explain
Mechanism can track and record reasoning process, and answer is exported to user by Man Machine Interface.
Man-machine interface
Interface is also known as interface, is the connection bridge between user and expert system, and it can make system and user's progress pair
Words, allow users to input necessary data, proposition problem and understand reasoning process and the reasoning results.Expert system is then by connecing
Mouthful, it is desirable to user answers the question, and answers the problem of user proposes, carries out necessary explain.
The characteristics of expert system
Special knowledge with domain expert's level
The intellectuality of expert system is mainly reflected in imitate human expert's thinking in specific field internal model to solve again
Miscellaneous problem, this requires the knowledge must with expert's level, and knowledge is abundanter, and problem-solving ability is stronger.Knowledge
Source can be the experience of expert or technical staff's long term accumulation, substantial amounts of actual tests data and example or books, money
Material, or general principle and rule.The quality and quantity of knowledge directly affects the performance of expert system.
Symbol processing and heuristic inference
The knowledge base of expert system deposits the expertise that symbol is represented, can make inferences, sentence with knowledge and experience
Disconnected and decision-making.Most of knowledge in the world is all non-mathematics, symbolic reasoning, rather than numerical computations is almost leaned on entirely, only
It is using mathematical formulae as core to have sub-fraction mankind's activity.Expert system is good at Symbol processing and reasoning from logic, especially fits
The problem of calculating, interrogation and heuristic inference etc. are rule-based automatically together in solution.It can not only utilize and define strict logic
Sex knowledge, and engineering design task can also be completed using Heuristics and heuristic knowledge.
With flexibility
The aufbauprinciple that expert system is typically all separated using knowledge base and inference mechanism, as long as pumping knowing in knowledge base
Know, it is exactly an expert system shell.If set up another functionally similar expert system, as long as corresponding
Knowledge is encased in the knowledge base of the shell just can be with.The performance of inference machine is unrelated with the content of knowledge with construction, is conducive to
Expert system can constantly enlarge one's knowledge, and change original knowledge, be continuously updated and enrich one's knowledge rule, improve what is solved the problems, such as
Ability and flexibility.Due to this feature so that expert system is widely used field.
With the ability for obtaining knowledge
The basis of expert system is knowledge, must just have the ability for obtaining knowledge to obtain knowledge.Expertise
Acquisition passes through artificial acquisition modes, semi-automatic acquisition modes and automatic acquisition modes.The acquisition purpose of knowledge is to change and expand
Knowledge is filled there is provided effective means.
With the transparency
The so-called transparency refers to that system itself and its behavior can be understood by user.Expertise is mostly personal experience
Skill, the summary of rule in accumulation and practice, this kind of enlightening knowledge is to be big well known, the also guarantor without correctness
Barrier, therefore expert system must have explanation facility, make people when using it, not only obtained correct answer, and
And the foundation for obtaining answer is can also be seen that, increase the trusting degree to expert system.
With interactivity
Expert system is typically all interactive, on the one hand obtains knowledge, another aspect and user session with expert's dialogue
To ask for inquiry that is known true and answering user required during Solve problems.This interactive mode is embodied in the boundary of close friend
In terms of face, functional intellectualization and operation naturalization.
With certain complexity and difficulties
Expert system possesses knowledge, can be made inferences with knowledge, simulates the thought process of the mankind.But, the mankind's
Knowledge is colourful, and the mode of thinking is also diversified.Therefore, the simulation to human thinking is really realized, is one
The extremely difficult work of part, and depend on other and permitted multi-disciplinary joint development.
The user profile analysis judging unit can also include：User profile receiving unit, for receiving user profile；
Database Unit, for storing the correlation data between user characteristics and User Status；Between the feature and User Status
Correlation data can be based on historical experience accumulate data or using correlation analysis obtain correlation number
According to can also be the correlation data obtained using artificial intelligence machine self study；Computing unit, for calculate user characteristics with
Synthesis relating value between User Status.
The computing unit is realized in the following way：
In order to study a question conveniently, we set up following mathematical modeling, and universal Journal of Sex Research is carried out to above-mentioned problems.It is false
If feature 1,2,3 ... i and correlation W of the User Status 1,2,3 ... between jijRepresent, i.e.,：
Wherein feature 1,2,3 ... i and correlation W of the User Status 1,2,3 ... between jijCan be according to existing experience number
According to structure, the example of the constipation of such as aforementioned list,
Deficiency of Yin matter, deficiency of yang matter, phlegm wet matter, deficiency of vital energy matter, hemostasis matter, obstruction of the circulation of vital energy matter and peaceful matter are according to theory of traditional Chinese medical science human body
In one of which.Relevance according to Conventional wisdom constipation and constitution is as follows：
A belly turgors, feed is reduced, or to enter abdominal distention after meal more obvious
The kidney qi deficiency 0 of 5 Lung Qi deficiency of Spleen-Qi Deficiency, 0 heart qi deficiency 0
B is easy to catch cold, or cough, powerless, afraid of the wind.
The kidney qi deficiency 0 of 1 Lung Qi deficiency of Spleen-Qi Deficiency, 5 heart qi deficiency 1
C has palpitation, and has palpitation more obvious after activity.
The kidney qi deficiency 0 of 0 Lung Qi deficiency of Spleen-Qi Deficiency, 2 heart qi deficiency 5
D total urination times are more, or after urine it is dripping not to the utmost, or soreness and weakness of waist and knees, frequent urination at night.
The kidney qi deficiency 5 of 1 Lung Qi deficiency of Spleen-Qi Deficiency, 1 heart qi deficiency 0
Need exist for explanation is that tcm constitution is not limited to above-mentioned 9 kinds of constitutions, and it can also further be segmented such as
Under：
For yin-deficiency constitution matter be probably again the heart-yin virtual stake, lung yin virtual stake, liver-yin virtual stake, stomach-Yin virtual stake, heart kidney yin virtual stake,
Lung-kidney deficiency state or deficiency of liver-yin and kidney-yin state；It is probably heart-yang virtual stake, spleen sun virtual stake, kidney yang virtual stake, heart kidney yang again for yang-deficiency constitution
Virtual stake or insufficiency of both the spleen and the kindey state；It is probably lung phlegm wet state or spleen phlegm wet state again for phlegm-dampness constitution；It is probably again for damp-heat constitution
Liver and gallbladder damp-heat state, taste are damp and hot state, large intestinal damp-heat state or bladder damp-heat state；Be probably again for Qi deficiency physique motive virtual stake,
Lung qi virtual stake, temper virtual stake, kidney qi virtual stake, vital-energy insufficiency of heartzang and lungzang state, asthenia of pulmonosplenic qi state, spleen kidney qi virtual stake, heart kidney qi virtual stake or heart spleen
Deficiency of vital energy state；Extravasated blood constitution is probably heart extravasated blood state or hepatic congestion state again；Obstruction of the circulation of vital energy constitution is probably hepatic depression state or the strongly fragrant state of courage again,
Wherein numerical value 0,1,2,3,4 and 5 is exactly correlation values Wij, need exist for explanation is above-mentioned correlation values
WijBe not necessarily numeral, its can be ratio, percentage, probability etc. all be easy to calculate numerical value.
Correlation Ws of feature 1,2,3 ... the i with User Status 1,2,3 ... between jijCan also by existing feature and
User Status correlated samples Cooley regression equation fitting try to achieve, specific regression equation can using it is any in the prior art
Conventionally calculation mode try to achieve, or even in some conventional mathematical analysis softwares, for example：It can be realized in MATLAB etc. above-mentioned
Process.It is noted herein that the analysis method be applied to feature 1,2,3 ... i and User Status 1,2,3 ... exist between j because
The sample data of fruit relation.
Correlation Ws of feature 1,2,3 ... the i with User Status 1,2,3 ... between jijCan also by existing feature and
The correlated samples Cooley of User Status is tried to achieve with the mode of correlation analysis, and above-mentioned correlation analysis has maturation in the prior art
Technology, for save length consider be not repeated herein.
Ensuing problem is how to consider feature 1,2,3 ... in i it is multiple or all with a certain User Status it
Between relevance：
FjSynthesis relating value for User Status j with multiple or whole features 1,2,3 ... between i, rect (i) is rectangle letter
Number, rect (i)=1, i is fictitious time rect (i)=0 when i is true.Corresponding physical meaning is：User Status j feature i occurs
Or relating value F is integrated when collectingjMolecular moiety consider correlation values Wij, and the feature for not occurring or not collecting
I integrates relating value FjMolecular moiety do not consider.Be not difficult to find out from above-mentioned formula, when User Status j whole features all
Relating value F is integrated during generationjIt will be 1, then can be determined that the probability that User Status j occurs is 100%, i.e. necessarily occur；And only
Relating value F is integrated when having Partial Feature generationjFor some numerical value less than 1, i.e., its represent User Status j generations probability it is big
It is small, or perhaps the relevance size between User Status j and shown Partial Feature.
Can be taking human as amendment, also so that tcm constitution is screened as an example, for example to above-mentioned formula in other embodiment：Root
The illness of the patient can be just judged substantially when some or certain several symptoms occur according to expertise, without considering to be somebody's turn to do
Symptomatology occurs for illness.For such situation, synthesis of the User Status j with multiple or whole features 1,2,3 ... between i
Relating value FjIt can be obtained using following manner：
FjSynthesis relating value for User Status j with multiple or whole features 1,2,3 ... between i, rect (i) is rectangle letter
Number, rect (i)=1, i is fictitious time rect (i)=0 when i is true.Corresponding physical meaning is：User Status j feature i occurs
Or relating value F is integrated when collectingjMolecular moiety consider correlation values Wij, and the feature for not occurring or not collecting
I integrates relating value FjMolecular moiety do not consider；KiWeighted value is characterized, the weighted value can be set as needed, for example
Feature weight value K in the application example that doctor's constitution is screened in the preambleiIt can be set according to expertise.
Using aforesaid way to all or most users state and the specific multiple or whole features 1,2 having learned that,
Synthesis relating value F between 3 ... i is calculated, and shown comprehensive relating value F is ranked up, then F values the maximum represents above-mentioned
In the relevance highest of multiple or whole features and the User Status, the examination example that the calculation is applied to tcm constitution
Then represent that the possibility for belonging to the constitution of this type is maximum.Can also be to specific data or user using above-mentioned calculation
State is classified or predicted, the assessment of certain risk is then shown as in insurance field.
It should be further stated that：Association and contact between things and feature is often extremely complex, disposably
Calculating often means that huge workload, it is necessary to consume huge computing resource, therefore can be calculated using hierarchical classification, leads to
The layering for crossing computing unit is nested, on the one hand can reduce the quantity of information gathering, two be the division by level, can make multiple
Miscellaneous the problem of, simplifies, and calculates the more simplification also become.
Continue by taking the examination of tcm constitution as an example, it is further illustrative：If passed through using foregoing calculation
When crossing collection apparatus and primarily determining that someone belongs to Qi deficiency physique constipation, belong to further study it and particularly belong to Qi deficiency physique
In motive virtual stake, lung qi virtual stake, temper virtual stake, kidney qi virtual stake, vital-energy insufficiency of heartzang and lungzang state, asthenia of pulmonosplenic qi state, spleen kidney qi virtual stake, heart kidney
Any state in 10 kinds of states such as deficiency of vital energy state or heart temper virtual stake, can further be gathered, example to characteristic
Such as：
A belly turgors, feed is reduced, or to enter abdominal distention after meal more obvious
The kidney qi deficiency 0 of 5 Lung Qi deficiency of Spleen-Qi Deficiency, 0 heart qi deficiency 0
B is easy to catch cold, or cough, powerless, afraid of the wind.
The kidney qi deficiency 0 of 1 Lung Qi deficiency of Spleen-Qi Deficiency, 5 heart qi deficiency 1
C has palpitation, and has palpitation more obvious after activity.
The kidney qi deficiency 0 of 0 Lung Qi deficiency of Spleen-Qi Deficiency, 2 heart qi deficiency 5
D total urination times are more, or after urine it is dripping not to the utmost, or soreness and weakness of waist and knees, frequent urination at night.
The kidney qi deficiency 5 of 1 Lung Qi deficiency of Spleen-Qi Deficiency, 1 heart qi deficiency 0
Based on the features described above data collected, it is possible to use calculated with the similar calculation of foregoing calculation
Corresponding comprehensive relating value, is ranked up to result of calculation and compares, it is hereby achieved that subject is particularly belonged in Qi deficiency physique
Specific any state.Specific calculation is as follows：
Set up following mathematical modeling.Assuming that feature 1,2,3 ... a and correlation V of the User Status 1,2,3 ... between babTable
Show, i.e.,：
Wherein feature 1,2,3 ... a and correlation V of the User Status 1,2,3 ... between babCan be according to existing experience number
According to structure, the example of the constipation of such as aforementioned list, wherein numerical value 0,1,2,3,4 and 5 are exactly correlation values Vab, need exist for
That illustrate is above-mentioned correlation values VabBe not necessarily numeral, its can be ratio, percentage, probability etc. all be easy to calculate
Numerical value.
Correlation Vs of feature 1,2,3 ... a with User Status 1,2,3 ... between babCan also by existing feature and
User Status correlated samples Cooley regression equation fitting try to achieve, specific regression equation can using it is any in the prior art
Conventionally calculation mode try to achieve, or even in some conventional mathematical analysis softwares, for example：It can be realized in MATLAB etc. above-mentioned
Process.It is noted herein that the analysis method be applied to feature 1,2,3 ... a and User Status 1,2,3 ... exist between b because
The sample data of fruit relation.
Correlation Vs of feature 1,2,3 ... a with User Status 1,2,3 ... between babCan also by existing feature and
The correlated samples Cooley of User Status is tried to achieve with the mode of correlation analysis, and above-mentioned correlation analysis has maturation in the prior art
Technology, for save length consider be not repeated herein.
Ensuing problem is how to consider feature 1,2,3 ... in a it is multiple or all with a certain User Status it
Between relevance：
FbSynthesis relating value for User Status b with multiple or whole features 1,2,3 ... between a, rect (a) is rectangle letter
Number, rect (a)=1, a is fictitious time rect (a)=0 when a is true.Corresponding physical meaning is：User Status b feature a occurs
Or relating value F is integrated when collectingbMolecular moiety consider correlation values Vab, and the feature for not occurring or not collecting
Comprehensive relating value FbMolecular moiety do not consider.It is not difficult to find out from above-mentioned formula, when User Status b whole features are all sent out
Relating value F is integrated when rawbIt will be 1, then can be determined that the probability that User Status b occurs is 100%, i.e. necessarily occur.And only have
Relating value F is integrated when Partial Feature occursbFor some numerical value less than 1, i.e. its probability size for representing User Status b generations,
Or perhaps the relevance size between User Status b and shown Partial Feature.
Can be taking human as amendment, also so that tcm constitution is screened as an example, for example to above-mentioned formula in other embodiment：Root
The illness of the patient can be just judged substantially when some or certain several symptoms occur according to expertise, without considering to be somebody's turn to do
Symptomatology occurs for illness.For such situation, synthesis of the User Status b with multiple or whole features 1,2,3 ... between a
Relating value FbIt can be obtained using following manner：
FbSynthesis relating value for User Status b with multiple or whole features 1,2,3 ... between a, rect (a) is rectangle letter
Number, rect (a)=1, a is fictitious time rect (a)=0 when a is true.Corresponding physical meaning is：User Status b feature a occurs
Or relating value F is integrated when collectingbMolecular moiety consider correlation values Vab, and the feature for not occurring or not collecting
A integrates relating value FbMolecular moiety do not consider correlation values Vab；KaWeighted value is characterized, the weighted value can be according to need
Want and set, such as feature weight value K in the application example that doctor's constitution is screened in the preambleiIt can be set according to expertise
It is fixed.
Using aforesaid way to all or most users state and the specific multiple or whole features 1,2 having learned that,
Synthesis relating value F between 3 ... i is calculated, and shown comprehensive relating value F is ranked up, then F values the maximum represents above-mentioned
In the relevance highest of multiple or whole features and the User Status, the examination example that the calculation is applied to tcm constitution
Then represent that the possibility for belonging to the constitution of this type is maximum.Can also be to specific data or user using above-mentioned calculation
State is classified or predicted, the assessment of certain risk is then shown as in insurance field；It is will appear as in consumer field to not
With the classification of target customers.
It is noted herein that：Nested calculate of computing unit layering described above is not limited to be two layers, and its is specific
Hierarchical layer quantity can be designed according to data volume size to be calculated, the requirement of computational accuracy.It is different during layered method
The calculation of level not necessarily requires identical, the calculating requirement of data can be designed according to different levels.
Also so that tcm constitution above is screened as an example, when the first level is calculated, i.e. which rough calculation subject belongs to
When planting tcm constitution, in order to reduce amount of calculation, computational resource consumption is reduced, raising arithmetic speed can use and refer to expert
The calculation of experience, that is, integrate relating value and use formulaCalculated, and for
Two levels, i.e.,, can be using meter comprehensively it is determined that during specific condition after which kind of constitution known subject substantially belongs to
The mode of calculation, that is, integrate relating value and use formula：Calculated, advantage of this is that meter
Calculate result relatively objective, do not influenceed by personal experience, be conducive to improving computational accuracy.Here again it is emphasized that above-mentioned
Calculation must not be interpreted as limitation of the present invention, and it is merely illustrative.
The computing unit is to be classified nested computing unit, including the nested computing unit of first order classification is classified to N grades
Nested computing unit, N is the natural number more than or equal to 2.
First classification of the nested computing unit of classification calculates nested computing unit and uses formulaCalculate comprehensive relating value Fj；The nested computing unit of second classification uses formulaCalculate comprehensive relating value Fb.
Correlation data between the feature and User Status that are stored in the Database Unit is according to existing experience
Data are built, and above-mentioned correlation data is not necessarily numeral, and it includes but is not limited to be ratio, percentage, probability.
The User Status resolution unit, overview, reason, mechanism and/or risk for parsing user's current state；With
Comprehensive and systematic condition information is presented to user, above-mentioned presentation mode can be that the mode shown on the computer screen is in
Now or in the way of printing out physical examination report present, can also be and physical examination report is sent to user by Email
The mode of announcement is presented, can also be pushed by information, the mode such as screen display is directly displayed at the intelligent mobile terminal of user
On.The content specifically presented does following exemplary illustration, and it is limitation of the present invention that it is shall not be construed as here.
For example：It is when judging user for heart qi deficiency tcm constitution：
Provide following parsing：
I. what is the heart qi deficiency；Ii. why I can the heart qi deficiency；What iii. the heart qi deficiency was brought bothers；Iv. it is vigilant the heart qi deficiency
The disease occurred；V. why I can the heart qi deficiency；What vi. the heart qi deficiency was brought bothers；Vii. how the heart qi deficiency is nursed one's health.
The User Status is the tcm constitution belonging to user in the present invention, and the tcm constitution refers to peaceful matter, gas
Empty matter, deficiency of yang matter, deficiency of Yin matter, phlegm wet matter, damp and hot matter, obstruction of the circulation of vital energy matter, blood stasis matter or special official report matter.
The User Status further refers to：The heart-yin virtual stake, lung yin virtual stake, liver-yin virtual stake, stomach-Yin virtual stake, heart kidney-yin deficiency
State, lung-kidney deficiency state, deficiency of liver-yin and kidney-yin state, heart-yang virtual stake, spleen sun virtual stake, kidney yang virtual stake, heart-kidney yang deficiency state, insufficiency of both the spleen and the kindey state, lung
Phlegm wet state, spleen phlegm wet state, liver and gallbladder damp-heat state, damp heat in the spleen and the stomach state, large intestinal damp-heat state, bladder damp-heat state, motive virtual stake, Lung Qi deficiency
State, temper virtual stake, kidney qi virtual stake, vital-energy insufficiency of heartzang and lungzang state, asthenia of pulmonosplenic qi state, spleen kidney qi virtual stake, heart kidney qi virtual stake, heart temper virtual stake,
Heart extravasated blood state, hepatic congestion state, hepatic depression state or the strongly fragrant state of courage.
The health management system arranged of the present invention also includes meals prescription custom-built system, and user can be fixed by the custom-built system
Make, buy corresponding food prescription.
The custom-built system refers to the current body state according to user, the biased situation of internal organs of system automatic decision, profit
The food prescription prescription of suitable user's body conditioning is directly generated with nutrition rule, to facilitate user to buy, one is provided for it
The service of standing posture.
Preferably, in addition to user feedback system, the use feedback information for collecting user, tracks the use feelings of user
Condition, body improves situation, is progressed greatly process as a quality, product is continued to optimize by the self study of the feedback, system of user
Formula.
Meals prescription generation unit, is suitable to according to the rule generation of the nutrition of the current state combination database purchase of user
The food prescription of active user.
The nutrition rule stored in database is as follows：
The user profile analyzes judging unit, recognizes User Status, i.e., the order of accuarcy of user's subhealthy status is by following
Some is constituted
Susceptibility test
Susceptibility is defined：For the recognition capability of classical subhealthy status and matter
Test purpose：Determine that software is directed to the recognition capability of classical symptom.
Method of testing：
Symptom for 23 classical states and 8 matter carries out Sample Storehouse making, by the substitution of each state in Sample Storehouse,
Result comparison is carried out, a usual state should be made up of multiple samples, to ensure the diversity of same subhealthy status sample.Generally
The sample data of one state is bigger, and usual test result is closer to the fact.Citing：There are 20 user's samples for deficiency of yang state, such as
Fruit program pin can be accurately identified to this 20 deficiency of yang samples, then program pin is 20/20,100% to the susceptibility of deficiency of yang state,
Susceptibility is 100%.If for 20 deficiency of yang samples to identify 19, susceptibility is 19/20,95%, and susceptibility is
95%.
Testing procedure：
Excel digital simulation tests are carried out first, to determine the order of accuarcy of expertise record.
The state of digital simulation test passes is updated in program and tested, to ensure the accurate and program of program entry
What is calculated is accurate.
Specificity
Specificity definition：For the separating capacity of multiple subhealthy status.
Test purpose：Determine that software is directed to the separating capacity of classical symptom.2 kinds of situations of stress test, one kind is 2 kinds or many
Plant the differentiation situation of approximate subhealthy status.Another situation is：The separating capacity of the opposite state of certain state.
Method of testing：
Symptom for 23 classical states and 8 matter makes Sample Storehouse combination.
Combination 1：The combination of certain state state approximate with its.(2 or more than 2, according to the characteristics of this kind of state depending on)
Combination 2：The combination of certain state state opposite with its treatment.
Sample Storehouse is combined and substituted into, result comparison is carried out, usual same combination should be made up of multiple samples, the sample
The bigger test result of number of combinations is closer to the fact.Citing：There are 20 user's samples for the combination of deficiency of yang state, if program pin pair
This 20 deficiency of yang sample combinations can be accurately distinguished, then the specificity that program pin is combined to deficiency of yang state is 20/20,100%, special
The opposite sex is 100%.If being combined as identifying 19 for 20 deficiency of yang Sample Storehouses, specificity is 19/20,95%, specifically
Property is 95%.
Fault-tolerant ability
Fault-tolerant ability is defined：For user when using software, option mistake, but program still can accurately identify or distinguish
The ability of subhealthy status.
Test purpose：For program to the susceptibility of every kind of subhealthy status and the fault-tolerant ability of specific test.
Explain：For in susceptibility and specific test, test software still may be used in the case of wrong a few problem purposes are answered
To ensure that susceptibility and specificity are constant.Temporarily weighed with wrong topic percentage is answered, susceptibility and specificity difference table
Show.
Although exemplary embodiment describing the present invention with reference to several, it is to be understood that, term used is explanation and shown
Example property and nonrestrictive term.Because the present invention can be embodied without departing from the spiritual or real of invention in a variety of forms
Matter, it should therefore be appreciated that above-described embodiment is not limited to any foregoing details, and the spirit that should be limited in appended claims
With widely explained in scope, therefore the whole changes fallen into claim or its equivalent scope and remodeling all should be the power of enclosing
Profit requires to be covered.
Claims (10)
1. it is a kind of health management system arranged, including：User's physiology sign harvester, it is used for the physiology sign for gathering user；With
Family information inquiry unit, it collects user's body status information by way of man-machine interaction；
User profile analyzes judging unit, for according to user's physiology sign information and oneself state information analysis and judgment user
Current state；User Status resolution unit, overview, reason, mechanism and/or risk for parsing user's current state；Meals
Prescription generation unit, the meals according to the rule generation of the nutrition of the current state combination database purchase of user suitable for active user
Food formula.
2. a kind of health control method, including：The physiology sign of user is gathered using user's physiology sign harvester；By using
Information inquiry unit in family collects user's body status information using the mode of man-machine interaction；
By user's information analysis and judgment unit according to user's physiology sign information and oneself state information analysis and judgment user
Current state；Overview, reason, mechanism and/or the risk of user's current state are parsed using User Status resolution unit；Pass through meals
Prescription generation unit is eaten according to the nutrition rule generation of the current state combination database purchase of user suitable for active user's
Food prescription.
3. system or method as described in any one of claim 1 or 2, user's physiology sign harvester set to be wearable
It is standby, the one or more in including but not limited to following equipment：Intelligent bracelet, intelligent watch, preferably with following function
It is one or more：Sleep prison, rhythm of the heart, meter step, activity intensity are recognized, amount of exercise statistics, pulse condition are monitored, monitoring of blood pressure；Intelligence
Can blood glucose meter；Intelligent glasses；Motion tracker；Intelligent cardiac figure measuring instrument；Audiphone；BOLD contrast.
4. system or method as described in claim any one of 1-3, user's physiology sign harvester can be tongue picture
Identifier, it can gather the identifications such as the picture of user's tongue, and tongue body, tongue color, tongue fur, the tongue type reacted according to the picture and use
The health status at family.
5. system or method as described in claim any one of 1-4, the user profile inquiry unit are included：User believes substantially
Inquiry unit is ceased, query message is included in user's sex, age, height, body weight, family's medical history, marital status, medical history
It is one or more；The first recognition unit of user, the physiology sign that may be had according to the user basic information identification user collected；
Secondary user's information inquiry unit, for the primary classification according to the user, is generated for further gathering user profile
Secondary user's information inquiry list.
6. system or method as described in claim any one of 1-5, user profile analysis judging unit, for judging user institute
The specific tcm constitution of category, it can be expert system.
7. system or method as described in claim any one of 1-5, the user profile analysis judging unit include：User believes
Receiving unit is ceased, for receiving user profile；Database Unit, for storing the correlation between user characteristics and User Status
Data；Correlation data between the feature and User Status can be based on historical experience accumulate data or
The correlation data obtained using correlation analysis, can also be the correlation number obtained using artificial intelligence machine self study
According to；Computing unit, for calculating the synthesis relating value between user characteristics and User Status.
8. system or method as described in claim any one of 1-7, the computing unit are the nested computing unit of classification, including
The nested computing unit of first order classification is to the nested computing unit of N grades of classifications, and N is the natural number more than or equal to 2.
9. system or method as described in claim any one of 1-8, the User Status resolution unit, work as parsing user
Overview, reason, mechanism and/or the risk of preceding state.
10. system or method as described in claim any one of 1-9, in addition to meals prescription custom-built system, user can lead to
Cross custom-built system customization, buy corresponding food prescription；Preferably also include user feedback system, for collecting making for user
With feedback information, and reference when being formulated as follow-up dietary regimen.
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