CN107977549A - A kind of skin care matching process and terminal based on multigroup of skin - Google Patents
A kind of skin care matching process and terminal based on multigroup of skin Download PDFInfo
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- CN107977549A CN107977549A CN201711273178.3A CN201711273178A CN107977549A CN 107977549 A CN107977549 A CN 107977549A CN 201711273178 A CN201711273178 A CN 201711273178A CN 107977549 A CN107977549 A CN 107977549A
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Abstract
The present embodiments relate to biological technical field, discloses a kind of skin care matching process and terminal based on multigroup of skin.This method includes：Obtain the phenotypic data of user, questionnaire survey data and with the relevant genotype data of skin；According to the genotype data, phenotypic data and questionnaire survey data, the skin problem of the user is determined, and search the Crack cause of the skin problem of the user；Acquisition and the matched skin care item of the Crack cause, to recommend the user.Embodiment of the present invention is in the skin problem of the user of solution, not only allow for the phenotypic data and questionnaire survey data of user, reference is also made to the relevant genotype data of skin, be conducive to fundamentally find the reason for causing skin problem, and help user to find out more potential skin problems.Moreover, Crack cause of the present embodiment according to skin problem, recommends skin care item, it helps improve the accuracy of the skin care item of recommendation to user.
Description
Technical field
The present embodiments relate to biological technical field, more particularly to a kind of skin care matching process based on multigroup of skin
And terminal.
Background technology
In general, the state of skin is together decided on by gene and environment.But in traditional skin care scheme, just for
The physiological status of skin provides skin care suggestion, recommends skin care item at present, consideration and the relevant genotype data of skin, because
And it can not be fundamentally found the reason for causing skin present situation, it also can do nothing to help user and find out more potential skin risks,
This allows for traditional scheme, can not fundamentally solve the problems, such as the skin of user.
The content of the invention
The purpose of embodiment of the present invention is to provide a kind of skin care matching process and terminal based on multigroup of skin, with
Help user that the skin problem of oneself is appreciated more fully, fundamentally find the reason for causing user's skin problem, and point out
Potential skin risk, so as to recommend more accurate, rational skin care item for user.
In order to solve the above technical problems, embodiments of the present invention provide a kind of skin care matching based on multigroup of skin
Method, including：Obtain the phenotypic data of user, questionnaire survey data and with the relevant genotype data of skin；According to described
Genotype data, phenotypic data and questionnaire survey data, determine the skin problem of the user, and search the skin of the user
The Crack cause of problem；Acquisition and the matched skin care item of the Crack cause, to recommend the user.
Embodiments of the present invention additionally provide a kind of terminal, including：At least one processor；And with described at least one
The memory of a processor communication connection；Wherein, the memory storage has the finger that can be performed by least one processor
Order, described instruction are performed by least one processor so that at least one processor be able to carry out it is above-mentioned based on
The skin care matching process of multigroup of skin.
Embodiment of the present invention in terms of existing technologies, in the skin problem of the user of solution, not only allows for
The phenotypic data and questionnaire survey data of user, reference is also made to the relevant basic type data of skin, be conducive to fundamentally look for
To the reason for causing skin problem, and user is helped to find out more potential skin problems.Moreover, present embodiment is according to skin
The Crack cause of problem, recommends skin care item, it helps improve the accuracy of the skin care item of recommendation to user.
In addition, according to the genotype data, phenotypic data and questionnaire survey data, determine that the skin of the user is asked
Topic, and the Crack cause of the skin problem of the user is searched, specifically include：According to the questionnaire survey data, described in judgement
Whether user has the skin problem for wanting to solve；If having, the skin problem that the user wants to solve is determined as institute
The skin problem of user is stated, and according to the genotype data and the phenotypic data, searches the skin problem of the user
Crack cause；If not having, according to the phenotypic data and the genotype data, judge that the user whether there is skin
Problem；When judging to there are problems that skin, there will be skin problem be determined as the skin problem of the user, and according to described
Genotype data and the phenotypic data, search the Crack cause of the skin problem of the user.There is provided a kind of definite user's
Skin problem, and the method for searching the Crack cause of the skin problem.
In addition, after judging that the user has the skin problem for wanting to solve, the method further includes；Described in judgement
Whether the quantity for the skin problem that user wants to solve reaches preset value；If so, the user is then directly wanted to the flesh of solution
Skin problem of the skin problem as the user；If it is not, institute is then judged according to the genotype data and the phenotypic data
State whether user also has the relevant other problems of skin that solution is wanted with the user, and in the presence of judgement, will
The skin problem of the desired solution and the other problems are determined as the skin problem of the user.Another definite use is provided
The method of the skin problem at family.
In addition, according to the phenotypic data and the genotype data, judge that the user whether there is skin problem, have
Body includes：According to the phenotypic data and the genotype data, judge that the user whether there is the skin of highest priority
Problem；If in the presence of whether the quantity of skin problem reaches preset value existing for the current accumulation of judgement；, will be current if reaching
Existing all skin problems are determined as the skin problem of the user；If not up to, according to the phenotypic data and described
Genotype data, judges that the user whether there is the skin problem of next priority, until skin existing for current accumulation is asked
Topic reaches preset value；If being not present, according to the phenotypic data and the genotype data, judge that the user whether there is
The skin problem of next priority.One kind is provided according to phenotypic data and genotype data, judges that user asks with the presence or absence of skin
The method of topic.
In addition, according to the phenotypic data and the genotype data, judge the user with the presence or absence of priority most
Before high skin problem, the method further includes：Determine the section where the age of the user；According to the Phenotype Number
According to and the genotype data, judge the user with the presence or absence of highest priority skin problem in, according to the Phenotype Number
According to and the genotype data, judge the user whether there is the corresponding highest priority in the section skin problem.It is right
In different age ranges, different skin problems is checked, more targetedly, be conducive to be lifted the experience of user.
In addition, the genotype data includes：Microgroove related gene loci, relaxation related gene loci, wax yellow dependency basis
Because of pigmentation related gene loci, oil-control related gene loci, antibacterial correlation after site, whitening related gene loci, inflammation
Gene loci, skin barrier related gene loci, anti-inflammatory related gene loci.Enumerate several genotype datas.
In addition, the phenotypic data includes：Light aging bad skin, the dark yellow situation of skin, skin speckle situation, cutis laxa
Situation, skin lines situation, the metric data of skin sensitivity situation and skin oil and fat situation.Enumerate several phenotypic datas.
In addition, the questionnaire survey data include：Perplex skin symptom, skin type, grease situation, the pore feelings of user
Condition, small pox situation, the reaction using all kinds of facial products.Enumerate several phenotype questionnaire survey data.
Brief description of the drawings
One or more embodiments are illustrative by the picture in corresponding attached drawing, these exemplary theorys
The bright restriction not formed to embodiment, the element for having same reference numbers label in attached drawing are expressed as similar element, remove
Non- have a special statement, and composition does not limit the figure in attached drawing.
Fig. 1 is the flow chart of the skin care matching process based on multigroup of skin of first embodiment according to the present invention；
Fig. 2 be according to the present invention first embodiment according to phenotypic data, questionnaire survey data and related to skin
Genotype data recommend skin care item structure diagram；
Fig. 3 is the flow chart of the skin care matching process based on multigroup of skin of second embodiment according to the present invention.
Embodiment
To make the purpose, technical scheme and advantage of the embodiment of the present invention clearer, below in conjunction with attached drawing to the present invention
Each embodiment be explained in detail.However, it will be understood by those skilled in the art that in each embodiment party of the present invention
In formula, many ins and outs are proposed in order to make reader more fully understand the application.But even if without these ins and outs
With many variations based on following embodiment and modification, the application technical solution claimed can also be realized.
The first embodiment of the present invention is related to a kind of skin care matching process based on multigroup of skin.Idiographic flow is as schemed
Shown in 1.
Step 101：Obtain the phenotypic data of user, questionnaire survey data and with the relevant genotype data of skin.
In present embodiment, genotype data may include：Microgroove related gene loci, relaxation related gene loci, wax yellow
Pigmentation related gene loci, oil-control related gene loci, suppression after related gene loci, whitening related gene loci, inflammation
Bacterium related gene loci, skin barrier related gene loci, anti-inflammatory related gene loci.
Phenotypic data may include：Light aging bad skin, the dark yellow situation of skin, skin speckle situation, cutis laxa situation, skin
The metric data of skin microgroove situation, skin sensitivity situation and skin oil and fat situation.Wherein, light aging bad skin can be by the black of forehead
Difference between pigment average value and the melanin average value of arm inside line obtains；The dark yellow situation of skin can be by forehead
Difference between Lab values and the Lab values of arm inside line obtains；Skin speckle situation can be by the mark of the melanin of cheek part
Quasi- difference obtains；Cutis laxa situation can be obtained by the static line information of full face；Skin lines situation can be believed by the dynamic line of full face
Breath obtains；Skin sensitivity situation can be shelled by the cutin of the standard deviation of the ferroheme of cheek part, the water content of cheek epidermis, cheek
De- ability obtains；Skin oil and fat situation can be obtained by the skin surface fat content of cheek and forehead.
Questionnaire survey data may include：Perplex skin symptom, skin type, grease situation, pore situation, the small pox of user
Situation, the reaction using all kinds of facial products.
After the genotype data, phenotypic data and questionnaire survey data of user is got, so that it may according to genotype number
According to, phenotypic data and questionnaire survey data, the skin problem of user is determined, and search the Crack cause of the skin problem of user；
Afterwards, so that it may according to the Crack cause, the matched skin care item of skin problem with user are obtained, to recommend user.
Specifically, after the genotype data, phenotypic data and questionnaire survey data of user is got, this embodiment party
Formula can first check questionnaire survey data, to judge whether user has the urgent skin problem for wanting to solve.If having, can incite somebody to action
User wants the skin problem solved, is determined as the skin problem of user, and searches the reason for producing such skin problem, to obtain
Take matched skin care item.If user is without the skin problem for wanting to solve, so that it may checks the phenotypic data and genotype of user
Data, to judge that user whether there is skin problem.Specific implementation process can be found in step 102 to 106.
Step 102：According to questionnaire survey data, judge whether user has the skin problem for wanting to solve.If having,
Enter step 103；If not having, 104 are entered step.
, can be by checking questionnaire survey data, to judge whether user has the skin problem for wanting to solve in this step.
For example the skin symptom of user " puzzlement " of the user in questionnaire survey data has write skin sensitivity in this, then, it is sensitive
It is exactly the skin problem that user wants to solve.If user has not only write skin sensitivity, it is dark yellow also to have write skin, then, it is sensitive, dark
Huang is exactly the skin problem that user wants to solve.
Step 103：The skin problem that user wants to solve is determined as to the skin problem of user, and according to genotype data
And phenotypic data searches the Crack cause of the skin problem of user.
For example the skin problem that user wants to solve is small pox, then can check the skin oil and fat feelings of user in phenotypic data
Oil-control related gene loci, antibacterial related gene loci in condition and genotype data, to judge that small pox is by skin ingress of oil
Caused by excessive, or cause because oil-control related gene loci fraction is relatively low or antibacterial oncogene related gene site fraction is relatively low
, or it is jointly caused by above reason.After the Crack cause of skin problem is found, step 106 can be directly entered.
Step 104：According to the phenotypic data and genotype data of user, judge that user whether there is skin problem.If deposit
Then entering step 105；If being not present, terminate flow.
It is noted that skin problem described in step 104 had both included the current skin problem occurred, also wrap
Include potential skin problem.The former can determine according to phenotypic data, for example directly determine to use according to the dark yellow situation of skin of user
Whether family has the problem of skin is dark yellow, directly according to skin speckle situation, determines the whether spotted problem of user；The latter Ke Gen
Determined according to genotype data, such as, from current phenotypic data, there is not loose situation in the skin of user, but from
From the point of view of genotype data, the relaxation related gene loci fraction of user is relatively low, it is likely that the situation of cutis laxa occurs, then
Cutis laxa is exactly potential skin problem.
Step 105：The existing skin problem is determined as to the skin problem of user, and according to genotype data and phenotype
The Crack cause of the skin problem of data search user.
As at step 104, from current phenotypic data, there is not loose situation in the skin of user, but from
From the point of view of genotype data, the relaxation related gene loci fraction of user is relatively low, when potential skin problem is cutis laxa, its shape
It is exactly that relaxation related gene loci fraction is relatively low into reason.
As at step 104, the existing skin problem for determining user is small pox, can then check that the small pox is asked in this step
Topic is as caused by phenotypic data (fat content of such as skin is excessive), or (such as oil-control is related as caused by genotype data
Gene loci fraction is relatively low), or caused by both are common.After the Crack cause of skin problem is found, it can be directly entered
Step 106.
Step 106：Acquisition and the matched skin care item of the Crack cause, to recommend user.
Determining the skin problem of user, and after finding the Crack cause of the skin problem, so that it may obtain and the formation
The matched skin care item of reason.For example, it is anti-when the reason for the skin of user is sensitive and it is anti-ageing to need, and forms above-mentioned skin problem
Scorching related gene loci fraction is relatively low, and the microgroove of skin is excessive, then can recommend releive elite and re-surface intensive wrinkle correct to user.If need
Want the reason for anti-ageing not in microgroove, but because cutis laxa, then it can recommend elite of compacting；If desired the reason for anti-ageing, is not thin
Line, be not loose, but skin is dark yellow, then can recommend shining skin elite.Even it can be seen from the above that identical skin problem, but shape
Into the reason for it is different, it is necessary to recommend different skin care item.Present embodiment according to phenotypic data, questionnaire survey data and with
The relevant genotype data of skin recommends the structure diagram of skin care item as shown in Figure 2.
Aging problem caused by anti-ageing elite 1, anti-ageing elite 2 and anti-ageing elite 3 in Fig. 2 correspond to three kinds of reasons respectively.
For example it is that (the skin lines situation in such as phenotypic data is more serious or microgroove is relevant by microgroove that anti-ageing elite 1 is corresponding
Gene) caused by aging problem, anti-ageing elite 2 it is corresponding be that the aging problem as caused by cutis laxa, anti-ageing elite 3 are corresponding
It is the dark yellow caused aging problem of skin.Whitening elite 1 and whitening elite 2 in figure etc., similar, present embodiment is not yet
Repeat again.
Present embodiment in terms of existing technologies, in the skin problem of the user of solution, not only allows for user
Phenotypic data and questionnaire survey data, reference is also made to the relevant genotype data of skin, be conducive to fundamentally find and lead
The reason for causing skin problem, and help user to find out more potential skin problems.Moreover, present embodiment is according to skin problem
Crack cause, to user recommend skin care item, it helps improve the accuracy of the skin care item of recommendation.
Second embodiment of the present invention is related to a kind of skin care matching process based on multigroup of skin.Second embodiment
It is the further improvement done on the basis of first embodiment, mainly thes improvement is that：Second embodiment specifically provides
It is a kind of according to phenotypic data and genotype data, judge that user whether there is the method for skin problem, idiographic flow such as Fig. 3 institutes
Show：
Step 301：Obtain the phenotypic data of user, questionnaire survey data and with the relevant genotype data of skin.
Step 302：According to questionnaire survey data, judge whether user has the skin problem for wanting to solve.If having,
Enter step 303；If not having, 307 are entered step.
Step 303：Judge whether the quantity for the skin problem that user wants to solve reaches the first preset value.It is if so, then straight
Connect and enter step 306；If not；Then enter step 304.
In general, when a certain skin problem occurs in user, usually it is also possible that other are asked with the skin problem
Topic.And mass data shows, the Crack cause of these skin problems occurred at the same time often has inherent contact, only only solves
It is often ineffective during some skin problem certainly therein, while when solving the problems, such as a certain number of skin, effect can be more
It is good.Therefore, present embodiment can set up a preset value (i.e. the first preset value), which can carry out according to actual conditions
Setting.
Step 304：According to genotype data and phenotypic data, judge whether user also has the flesh that solution is wanted with user
The relevant other problems of skin problem.If in the presence of entering step 305；If being not present, 306 are entered step.
Such as when user want solve be small pox problem, with small pox problem be also possible that acne print and sensitivity ask
Topic, then acne print and sensitive issue are exactly and the relevant other problems of small pox.When user want solve be wrinkle problem when,
The problems such as relaxing, is dark yellow is also possible that with wrinkle problem；So relaxation, it is dark yellow the problems such as be exactly with wrinkle it is relevant other
Problem.
Step 305：User is wanted into the skin problem of solution and existing relevant other problems are determined as user jointly
Skin problem, and search according to phenotypic data and genotype data the Crack cause of the skin problem of user.Afterwards, can be direct
Enter step 312.
Step 306：The skin problem that user wants to solve directly is determined as to the skin problem of user, and according to Phenotype Number
According to and genotype data search the user skin problem Crack cause.Afterwards, step 312 can be directly entered.
Step 307：Section where the age for determining user.
The skin problem that different age ranges is faced is different.Therefore, present embodiment can first determine user
Age where section, then specifically check the skin problem of user.
Specifically, in this step, can first set up a preset value (i.e. the second preset value), then judge user age whether
Reach second preset value (such as 35), if reaching, it is determined that the section where the age of user is first interval (the i.e. area of 35+
Between).If not up to, it is determined that the section where the age of user is second interval (i.e. the section of 35-).
Step 308：According to phenotypic data and genotype data, judge user with the presence or absence of the corresponding priority in the section most
High skin problem.If in the presence of entering step 309；If being not present, 310 are entered step.
Age is in for the user of first interval, the priority of skin problem is followed successively by from high to low：It is anti-ageing, beautiful
In vain, sensitive and small pox；And be in for the age for the user of second interval, the priority of skin problem is from high to low successively
For：Whitening, anti-ageing, sensitive and small pox.
By taking the age of user is in first interval as an example, it is anti-ageing that this step can check whether user needs, i.e., with the presence or absence of
The skin problem of the corresponding highest priority in one section.
Step 309：Judge whether the quantity of skin problem existing for current accumulation reaches the first preset value.
By taking first preset value is 2 as an example.In general, it is anti-ageing it is necessary to judging that user is to judge whether user needs
It is no have microgroove, relaxation or it is dark yellow the problems such as.When user has any two in this 3 problems, so that it may judge current tired
The quantity of the skin problem accumulated in has reached the first preset value, at this time, can be directly entered step 311；When user only has
Any one or one in this 3 problems all not without when, then judge the quantity of skin problem existing for current accumulation
Not up to the first preset value, at this time, can enter step 310.
Step 310：According to phenotypic data and genotype data, judge that user asks with the presence or absence of the skin of next priority
Topic.
Still by taking the age of user is in first interval as an example, this step can determine whether user needs whitening.Judge user
Whether whitening is needed it is necessary to judge whether user has light aging bad skin problem.It is necessary to return to step in the presence of judgement
309, that is, continue to judge whether the quantity of currently skin problem existing for accumulation reaches the first preset value.When judging to be not present,
This step is then returned, i.e., again according to phenotypic data and genotype data, judges that user whether there is the flesh of next priority
Skin problem." the skin problem of next priority " at this time is exactly tender subject.
Step 311：All skin problems that there is currently are determined as to the skin problem of user, and according to phenotypic data and
Genotype data searches the Crack cause of the skin problem of user.
Step 312：Acquisition and the matched skin care item of the Crack cause, to recommend user.
The step of various methods divide above, be intended merely to describe it is clear, can be merged into when realizing a step or
Some steps are split, are decomposed into multiple steps, as long as including identical logical relation, all protection domain in this patent
It is interior；To either adding inessential modification in algorithm in flow or introducing inessential design, but its algorithm is not changed
Core design with flow is all in the protection domain of the patent.
Third embodiment of the invention is related to a kind of terminal.The terminal includes at least one processor；And with it is described extremely
The memory of few processor communication connection；Wherein, the memory storage, which has, to be performed by least one processor
Instruction, described instruction is performed by least one processor, so that at least one processor is able to carry out above-mentioned reality
Apply the skin care matching process based on multigroup of skin described in mode.
Wherein, memory is connected with processor using bus mode, and bus can include the bus of any number of interconnection
And one or more processors and the various of memory are electrically connected to together by bridge, bus.Bus can also will be such as peripheral
The various other of equipment, voltage-stablizer and management circuit or the like are electrically connected to together, these are all well known in the art
, therefore, no longer it is described further herein.Bus interface provides interface between bus and transceiver.Transceiver
Can be an element or multiple element, such as multiple receivers and transmitter, there is provided for over a transmission medium with
The unit of various other device communications.The data handled through processor are transmitted on the radio medium by antenna, further,
Antenna also receives data and transfers data to processor.
Processor is responsible for bus and common processing, can also provide various functions, including periodically, peripheral interface,
Voltage adjusting, power management and other control functions.And memory can be used to store processor in execution operation when institute
The data used.
That is, it will be understood by those skilled in the art that realize that all or part of step in above-described embodiment method is can be with
Relevant hardware is instructed to complete by program, the program storage is in a storage medium, including some instructions are making
Obtain an equipment (can be microcontroller, chip etc.) or processor (processor) performs side described in each embodiment of the application
The all or part of step of method.And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can store journey
The medium of sequence code.
It will be understood by those skilled in the art that the respective embodiments described above are to realize the specific embodiment of the present invention,
And in practical applications, can to it, various changes can be made in the form and details, without departing from the spirit and scope of the present invention.
Claims (10)
- A kind of 1. skin care matching process based on multigroup of skin, it is characterised in that including：Obtain the phenotypic data of user, questionnaire survey data and with the relevant genotype data of skin；According to the genotype data, phenotypic data and questionnaire survey data, the skin problem of the user is determined, and search institute State the Crack cause of the skin problem of user；Acquisition and the matched skin care item of the Crack cause, to recommend the user.
- 2. the skin care matching process according to claim 1 based on multigroup of skin, it is characterised in that according to the gene Type data, phenotypic data and questionnaire survey data, determine the skin problem of the user, and search the skin problem of the user Crack cause, specifically include：According to the questionnaire survey data, judge whether the user has the skin problem for wanting to solve；If having, the skin problem that the user wants to solve is determined as to the skin problem of the user, and according to described Genotype data and the phenotypic data, search the Crack cause of the skin problem of the user；If not having, according to the phenotypic data and the genotype data, judge that the user whether there is skin problem；When judging to there are problems that skin, there will be skin problem be determined as the skin problem of the user, and according to described Genotype data and the phenotypic data, search the Crack cause of the skin problem of the user.
- 3. the skin care matching process according to claim 2 based on multigroup of skin, it is characterised in that judging the use After family has the skin problem for wanting to solve, the method further includes；Judge whether the quantity for the skin problem that the user wants to solve reaches the first preset value；If so, the user is then directly wanted to skin problem of the skin problem as the user of solution；If it is not, then judge whether the user also exists and the use according to the genotype data and the phenotypic data The relevant other problems of skin problem solved are wanted at family, and in the presence of judgement, by the skin problem of the desired solution and The other problems are determined as the skin problem of the user.
- 4. the skin care matching process according to claim 2 based on multigroup of skin, it is characterised in that according to the phenotype Data and the genotype data, judge that the user whether there is skin problem, specifically include：According to the phenotypic data and the genotype data, judge that the user asks with the presence or absence of the skin of highest priority Topic；If in the presence of whether the quantity of skin problem reaches the first preset value existing for the current accumulation of judgement；, ought if reaching Preceding existing all skin problems are determined as the skin problem of the user；If not up to, according to the phenotypic data and institute Genotype data is stated, judges that the user whether there is the skin problem of next priority, until skin existing for current accumulation Problem reaches the first preset value；If being not present, according to the phenotypic data and the genotype data, judge the user with the presence or absence of next preferential The skin problem of level.
- 5. the skin care matching process according to claim 4 based on multigroup of skin, it is characterised in that according to the table Type data and the genotype data, before judging the user with the presence or absence of the skin problem of highest priority, the method Further include：Determine the section where the age of the user；According to the phenotypic data and the genotype data, judge that the user asks with the presence or absence of the skin of highest priority In topic, according to the phenotypic data and the genotype data, judge that the user is corresponding preferential with the presence or absence of the section The highest skin problem of level.
- 6. the skin care matching process according to claim 5 based on multigroup of skin, it is characterised in that determine the user Age where section, specifically include：Judge whether the age of the user reaches the second preset value；If reaching, the section where judging the age of the user is first interval；If not up to, the section where judging the age of the user is second interval.
- 7. the skin care matching process according to claim 1 based on multigroup of skin, it is characterised in that the genotype number According to including：Microgroove related gene loci, relaxation related gene loci, wax yellow related gene loci, whitening related gene loci, inflammation Pigmentation related gene loci, oil-control related gene loci, antibacterial related gene loci, skin barrier related gene position after disease Point, anti-inflammatory related gene loci.
- 8. the skin care matching process according to claim 1 based on multigroup of skin, it is characterised in that the phenotypic data Including：Light aging bad skin, the dark yellow situation of skin, skin speckle situation, cutis laxa situation, skin lines situation, skin are quick The metric data of emotion condition and skin oil and fat situation.
- 9. the skin care matching process according to claim 1 based on multigroup of skin, it is characterised in that the questionnaire survey Data include：Perplex the skin symptom of user, skin type, grease situation, pore situation, small pox situation, use all kinds of faces The reaction of product.
- A kind of 10. terminal, it is characterised in that including：At least one processor；AndThe memory being connected with least one processor communication；Wherein,The memory storage has the instruction that can be performed by least one processor, and described instruction is by least one place Manage device perform so that at least one processor be able to carry out it is multigroup based on skin as described in any in claim 1 to 8 Skin care matching process.
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