CN109636909A - A kind of online indoor design method and system of intelligences combination modularization scene - Google Patents
A kind of online indoor design method and system of intelligences combination modularization scene Download PDFInfo
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Abstract
The invention proposes a kind of online indoor design methods of intelligences combination modularization scene, and steps are as follows: manufacturer uploads product members parameter and material parameters；Designer uploads illumination template parameter, is combined to component, material and light efficiency, is fabricated to object；Brand quotient adds Commercial goods labels to object；Designer imports and edits house type, is combined to house type, object, illumination, and 3D design scheme is made；Consumer builds 3D design scheme and browses 2D high-definition effect figure；Consumer carries out the purchase that places an order；Brand quotient arranges delivery；Manufacturer carries out generation processing.Beneficial effects of the present invention are as follows: providing a kind of online indoor design platform of intelligences combination modularization scene for connecting family product manufacturer, brand quotient, designer and consumer, got through an access from consumer to manufacturer, optimized allocation of resources；Entire house ornamentation design scheme is divided into the efficiency for improving using component as minimum unit and landing from scheme modifying to scheme, improves design efficiency.
Description
Technical field
The present invention relates to Interior Design technical fields, and it is indoor online to particularly relate to a kind of intelligences combination modularization scene
Design method and system.
Background technique
Currently, traditional house ornamentation design cycle is all communication requirements under consumer and designer's line, agreement fits up details, then
The 3D model that each object is made under designer's line, builds 3D design scheme, finally renders effect picture and is supplied to consumer.Disappear
The person of expense proposes suggestion for revision to design scheme, even only replacement one chair, require designer remake object model,
3D design scheme and out rendering figure are built, i.e., any modification requires all design cycles to repeat once, and one sets
Final determine of meter scheme usually requires repeatedly modification, and time-consuming and laborious, efficiency is very low.
After consumer and designer determine final design scheme, need into brand quotient and manufacturer's buying design scheme
Commodity at this moment it is possible that certain commodity situation out of stock, and then cause design scheme needs to remodify, also need weight
Multiple all design cycles, it is time-consuming inefficient.
In addition, the user of existing house ornamentation designing system is mainly designer, for not design basis consumer and
Say that threshold is too high, consumer can only express idea by spoken and written languages, and not intuitively, the communication and modification of design scheme are main also
It is to be completed under line, communication efficiency is low.
In scheme design process, consumer is in due to lacking design basis also not directly facing brand quotient and manufacturer
Passive position can only passively receive the commodity of designer's recommendation.Designer is also required to oneself production object model, is single with object
3D design scheme is built in position, once scheme has change, it is necessary to and it models and builds again, inefficiency.
Summary of the invention
The present invention proposes a kind of online indoor design method and system of intelligences combination modularization scene, solves the prior art
Middle house ornamentation design scheme links up the problem of modification inefficiency.
The technical scheme of the present invention is realized as follows:
A kind of online indoor design method of intelligences combination modularization scene, method and step are as follows:
(1) manufacturer uploads product members parameter and material parameters by resource manager, uses for designer and brand quotient；
(2) designer uploads the illumination template parameter of setting by resource manager, according to the rule in rule base to structure
Part, material and light efficiency are combined, and are fabricated to object and are saved；
(3) brand quotient is stored in commodity library, corresponding Commercial goods labels after adding Commercial goods labels to object by resource manager
It is stored in tag library；
(4) designer is combined by modularization Scene Editor Import Object or object, according in rule base rule and
Label and model algorithm in tag library are combined and call and mark label, complete modularization scene encapsulation；The side of passing through
Case editing machine imports and edits house type, according to the rule in rule base and the label in tag library to house type, object, modularization field
Scape, illumination are combined, and are fabricated to 3D design scheme, and be can be reserved for and sent in real time, carry out rendering generation to 3D design scheme
2D high-definition effect figure, and can be reserved for and send in real time, label is stored in after adding label to 3D design scheme and 2D high-definition effect figure
Library；
(5) consumer is combined by modularization Scene Editor Import Object or object, according in rule base rule and
Label and model algorithm in tag library are combined and call and mark label, complete modularization scene encapsulation；The side of passing through
Case editing machine draw house type, and according in rule base rule and tag library in label to house type, object, modularization scene,
Illumination is combined, and builds 3D design scheme, is saved after adding scheme label to 3D design scheme, and can send in real time and online
Modification, rendering 3D design scheme generates 2D high-definition effect figure, to being saved after 2D high-definition effect figure additive effect icon label, and can be real
When send；
(6) consumer browses 2D high-definition effect figure by project edit device, clicks " 3D " button in 2D high-definition effect figure,
The automatic bandwagon effect for obtaining 3D design scheme, clicks the object in 3D design scheme, selects AR experience button that can experience this
The AR effect of object；
(7) consumer carries out the purchase that places an order after determining 3D design scheme；
(8) brand quotient delivers according to the corresponding format of object in 3D design scheme；
(9) manufacturer carries out generation processing according to the corresponding component information of object in 3D design scheme.
A kind of online Interior Decoration Design System of intelligences combination modularization scene, comprising: server, brand quotient end, is set manufacturer end
Count Shi Duan and consumer end；
The server connects with brand quotient end, the manufacturer end, the designer end and the consumer end respectively
It connects, including resource manager, modularization Scene Editor, project edit device, rule base, tag library and model algorithm, the money
Source manager includes component base, Materials Library, light efficiency library, object library and commodity library, and the modularization Scene Editor includes object
Import modul, data interface module, graphical interaction engine and renderer, the project edit device include house type import modul, number
According to interface module, graphical interaction engine and renderer；
The manufacturer end is connect with the server, uploads component 3D structured parameter by resource manager and material is pasted
Graph structure parameter is to component base and Materials Library；
The designer end is connect with the server, and the illumination template parameter of setting is uploaded by resource manager, is pressed
Component, material and light efficiency are combined according to the rule in rule base, object is fabricated to and saves；Pass through modularization scene editor
Device Import Object or object combination and illumination template, according to the rule in rule base and the label in tag library to object, light
According to being combined, it is fabricated to scene module；House type is imported and edited by project edit device, according to the rule and mark in rule base
Label in label library is combined house type, scene, illumination, is fabricated to 3D design scheme, and can be reserved for and send in real time；Pass through
Renderer real-time rendering 3D design scheme generates 2D high-definition effect figure, and can be reserved for and send in real time；To 3D design scheme and 2D
High-definition effect figure adds label, and is stored in tag library；
Brand quotient end is connect with the server, adds object mark to the object in object library by resource manager
Label and Commercial goods labels, and Commercial goods labels and object label are stored in tag library；
The consumer end is connect with the server, selects house type by project edit device and binding rule library is recommended
Rule carry out scene composition, and then build 3D design scheme, and save and send；3D design scheme is rendered to obtain 2D
High-definition effect figure, and save and send；Label is added to 3D design scheme and 2D high-definition effect figure, and is stored in tag library.
Preferably, the resource manager is used to make component model, and component model, material and light efficiency are combined into
Object model, by component model and object model interaction attribute tags；
After the modularization Scene Editor Import Object or object combination and illumination template, according to the rule of rule base
Object, illumination are combined with the label of tag library, make scene module；
The project edit device builds 3D design scheme by scene module combination and lighting module combination；
The rule base connects with the resource manager, the modularization Scene Editor and the project edit device respectively
It connects, corresponds to the rule of object for storing object, object corresponds to the rule of house type, object combines the rule of corresponding house type, illumination
Template corresponds to the rule of object, illumination template corresponds to the rule of object combination and illumination template corresponds to the rule of house type；
The tag library connects with the resource manager, the modularization Scene Editor and the project edit device respectively
It connects, it is interested for storing object label, object combination tag, house type label, illumination template label, scheme label and user
Label；
The model algorithm is combined for object and object and is combined and the system of solutions, object with the system of solutions, object and house type
Part combination be combined with house type be combined with the system of solutions, illumination template with object combined with the system of solutions, illumination template with object into
Row combination is combined with the system of solutions, illumination template and house type filters with the system of solutions, label automatic marking and label.
Preferably, the object be combined with object it is as follows with the implementation method of the system of solutions: according to the corresponding object of object
Rule, object label, object and the matching degree that object is combined are calculated, according to user data feed back carry out machine
Study updates the rule that object label, object combination tag, object correspond to object, to preferably carry out to object and object
Combination；
The object is combined as follows with the implementation method of the system of solutions with house type: according to the rule of the corresponding house type of object, object
Part label, house type label, calculate object and the matching degree that house type is combined, and are fed back according to user data and carry out machine
Study updates object label, house type label, object and corresponds to the rule of house type, to preferably be combined to object and house type；
The object combination is combined as follows with the implementation method of the system of solutions with house type: combining corresponding house type according to object
Rule, object combination tag, house type label calculate object combination with the matching degree that house type is combined, according to user
Data feedback carries out machine learning, the rule that object combination tag, house type label, object combine corresponding house type is updated, thus more
Object is combined well and is combined with house type；
The illumination template is combined as follows with the implementation method of the system of solutions with object: according to the corresponding articles of illumination template
The rule of conjunction, illumination template label, object label, calculate illumination template and the matching degree that object is combined, according to
User data feedback carries out machine learning, updates the rule that illumination template label, object label, illumination template correspond to object, from
And preferably illumination template is combined with object；
The illumination template combined with object be combined it is as follows with the implementation method of the system of solutions: according to illumination template counterpart
The rule of part combination, illumination template label, object combination tag, illumination template is combined with object the matching degree that is combined into
Row calculates, and is fed back according to user data and carries out machine learning, updates illumination template label, object combination tag, illumination template pair
The rule for answering object to combine, is combined to preferably combine to illumination template with object；
The illumination template is combined as follows with the implementation method of the system of solutions with house type: according to the corresponding house type of illumination template
Rule, illumination template label, house type label, calculate illumination template and the matching degree that house type is combined, according to user
Data feedback carries out machine learning, the rule that illumination template label, house type label, illumination template correspond to house type is updated, thus more
Illumination template is combined with house type well；
The implementation method of the label automatic marking is as follows: being fed back according to user data and carries out machine learning, automatic marking
Update corresponding object label, object combination tag, house type label, illumination template label, scheme label, user interest label etc.
Subtab library；
The implementation method of the label filtering is as follows: according to the relevance between the label and label and label of user index
Collaborative filtering is carried out, component data, object data splitting, house type data, illumination template number that user further interacts are recommended
According to and protocol.
The invention has the benefit that
There is provided a kind of connection manufacturer, brand quotient, designer and consumer the online interior of intelligences combination modularization scene set
Platform is counted, manufacturer can upload component model by platform, receive custom order；Designer can carry out component by platform
Combination production object model, builds 3D design scheme, real-time rendering 2D high-definition effect figure and consumer's reality at scene module online
When link up；Brand quotient assigns the attributes such as price brand to object model by platform and selects to buy for consumer；Consumer passes through
Platform and designer's online communication do it yourself to make scene module, design and modification 3D scheme, online place an order customization or purchase
Commodity in scheme.An access from consumer to manufacturer has been got through, has been optimized allocation of resources.
Entire house ornamentation design scheme is divided into using component as minimum unit, the landing from scheme modifying to scheme is improved
Efficiency.
By Home Fashion & Design Shanghai modularization, energy automated modular, modularization are encapsulated, and according to the hobby of people, intelligent modularized, group
Combination is recommended, and design efficiency is improved.
Original simple merchandise news is directly linked with model, forms the home life shopping field based on artificial intelligence
Scape.Make consumer more intuitive when choosing by 3D virtualization.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is the structural block diagram of the online Interior Decoration Design System of intelligences combination modularization scene of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
System module connection figure as shown in Figure 1, the online indoor design of intelligences combination modularization scene of the present invention
System, comprising: server, manufacturer end, brand quotient end, designer end and consumer end；
Server is connect with brand quotient end, manufacturer end, designer end and consumer end respectively, including resource manager, mould
Block Scene Editor, project edit device, rule base, tag library and model algorithm, resource manager include component base, material
Library, light efficiency library, object library and commodity library, modularization Scene Editor include object import modul, data interface module, figure friendship
Mutual engine and renderer, project edit device include house type import modul, data interface module, graphical interaction engine and renderer；
Server is used to save the component model of manufacturer end upload, the illumination template of designer end upload, house type information, product
The merchandise news that board quotient end uploads, makes for designer end and saves object model, 3D design scheme, 2D high-definition effect figure,
3D design scheme, 2D high-definition effect figure are built and saved for consumer end, for registering and uploading for saving consumer end
People's interest preference information receives and processes the solicited message at consumer end, designer end, manufacturer end and brand quotient end, to design
Teacher end pushes object composite module and illumination composite module, pushes 3D design scheme or 2D high-definition effect figure, object to consumer end
Part composite module and illumination composite module provide the real-time communication service at consumer end Yu designer end.
Manufacturer end is connect with server, uploads component 3D structured parameter and texturing structuring by resource manager
Parameter is to component base and Materials Library.
Designer end is connect with the server, the illumination template parameter of setting is uploaded by resource manager, according to rule
Then the rule in library is combined component, material and light efficiency, is fabricated to object and saves；It is led by modularization Scene Editor
Enter object or object combination and illumination template, according in rule base rule and tag library in label to object, illumination into
Row combination, is fabricated to scene module；House type is imported and edited by project edit device, according to the rule and tag library in rule base
In label house type, scene, illumination are combined, be fabricated to 3D design scheme, and can be reserved for and send in real time；Pass through rendering
Device real-time rendering 3D design scheme generates 2D high-definition effect figure, and can be reserved for and send in real time；To 3D design scheme and 2D high definition
Effect picture adds label, and is stored in tag library.
Brand quotient end is connect with the server, by resource manager in object library object add object label and
Commercial goods labels, and Commercial goods labels and object label are stored in tag library.
Consumer end is connect with the server, and the rule of house type and the recommendation of binding rule library are selected by project edit device
Scene composition is then carried out, and then builds 3D design scheme, and saves and sends；3D design scheme is rendered to obtain 2D high definition
Effect picture, and save and send；Label is added to 3D design scheme and 2D high-definition effect figure, and is stored in tag library.
Component model, material and light efficiency are combined into object model for making component model by above-mentioned resource manager,
By component model and object model interaction attribute tags.
After above-mentioned modularization Scene Editor Import Object or object combination and illumination template, according to the rule of rule base
Object, illumination are combined with the label of tag library, make scene module；
Above scheme editing machine builds 3D design scheme by scene module combination and lighting module combination；
Above-mentioned rule base is connect with resource manager, modularization Scene Editor and project edit device respectively, for storing
Object corresponds to the rule of object, object corresponds to the rule of house type, object combines the rule of corresponding house type, illumination template corresponds to object
Rule, illumination template corresponds to the rule of object combination and illumination template corresponds to the rule of house type；
Above-mentioned tag library is connect with resource manager, modularization Scene Editor and project edit device respectively, for storing
Object label, object combination tag, house type label, illumination template label, scheme label and user's label interested；
The function of above-mentioned model algorithm is as follows:
Object is combined and the system of solutions with object: according to the rule of the corresponding object of object, object label, to object and object
The matching degree being combined is calculated, and is fed back according to user data and is carried out machine learning, and object label, object combination mark are updated
Label, object correspond to the rule of object, to preferably be combined to object and object；
Object is combined and the system of solutions with house type: right according to the rule of the corresponding house type of object, object label, house type label
Object is calculated with the matching degree that house type is combined, and is fed back according to user data and is carried out machine learning, update object label,
House type label, object correspond to the rule of house type, to preferably be combined to object and house type；
Object combination is combined and the system of solutions with house type: according to object combine the correspondence rule of house type, object combination tag,
House type label calculates object combination with the matching degree that house type is combined, and is fed back according to user data and carries out engineering
It practises, updates the rule that object combination tag, house type label, object combine corresponding house type, thus preferably to object combination and family
Type is combined；
Illumination template is combined and the system of solutions with object: the rule that is combined according to the corresponding object of illumination template, illumination template
Label, object label, calculate illumination template and the matching degree that object is combined, and feed back carry out machine according to user data
Device study updates the rule that illumination template label, object label, illumination template correspond to object, thus preferably to illumination template
It is combined with object；
Illumination template is combined with object to be combined and the system of solutions: the rule that is combined according to the corresponding object of illumination template, illumination
Template label, object combination tag combine the matching degree being combined with object to illumination template and calculate, according to number of users
Machine learning is carried out according to feedback, updates the rule that illumination template label, object combination tag, illumination template correspond to object combination,
It is combined to preferably be combined to illumination template with object；
Illumination template is combined and the system of solutions with house type: according to the rule of the corresponding house type of illumination template, illumination template label,
House type label calculates illumination template and the matching degree that house type is combined, and is fed back according to user data and carries out engineering
It practises, the rule that illumination template label, house type label, illumination template correspond to house type is updated, thus preferably to illumination template and family
Type is combined；
Label automatic marking: feeding back according to user data and carry out machine learning, the corresponding object label of automatic marking update,
The subtabs libraries such as object combination tag, house type label, illumination template label, scheme label, user interest label；
Label filtering: collaborative filtering is carried out according to the relevance between the label and label and label of user index, is recommended
Component data, object data splitting, house type data, illumination template data and the protocol further interacted to user.
In conclusion the present invention provides a kind of connection manufacturers, the intelligences combination module of brand quotient, designer and consumer
Change the online indoor design platform of scene, manufacturer can upload component model by platform, receive custom order；Designer can lead to
Platform is crossed to be combined production object model to component, scene module, build 3D design scheme, real-time rendering schemes generation online
2D high-definition effect figure and consumer's real-time communication；Brand quotient assigns the attributes such as price brand for disappearing to object model by platform
The person of expense selects purchase；Consumer passes through platform and designer's online communication, does it yourself to make scene module, design and modification 3D
Commodity in scheme, customization or the purchase scheme of placing an order online.An access from consumer to manufacturer has been got through, resource is optimized
Configuration.Entire house ornamentation design scheme is divided into the effect for improving using component as minimum unit and landing from scheme modifying to scheme
Rate.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Within mind and principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (4)
1. a kind of online indoor design method of intelligences combination modularization scene, which is characterized in that its method and step is as follows:
(1) manufacturer uploads product members parameter and material parameters by resource manager, uses for designer and brand quotient；
(2) designer uploads the illumination template parameter of setting by resource manager, according to the rule in rule base to component, material
Matter and light efficiency are combined, and are fabricated to object and are saved；
(3) brand quotient is stored in commodity library, corresponding Commercial goods labels deposit after adding Commercial goods labels to object by resource manager
Tag library；
(4) designer is combined by modularization Scene Editor Import Object or object, according to the rule and label in rule base
Label and model algorithm in library are combined and call and mark label, complete modularization scene encapsulation；It is compiled by scheme
Volume device imports and edits house type, according to rule and the label in tag library in rule base to house type, object, modularization scene,
Illumination is combined, and is fabricated to 3D design scheme, and be can be reserved for and sent in real time, is carried out rendering to 3D design scheme and is generated 2D high
Clear effect picture, and can be reserved for and send in real time, tag library is stored in after adding label to 3D design scheme and 2D high-definition effect figure；
(5) consumer is combined by modularization Scene Editor Import Object or object, according to the rule and label in rule base
Label and model algorithm in library are combined and call and mark label, complete modularization scene encapsulation；It is compiled by scheme
It collects device and draws house type, and according to the rule in rule base and the label in tag library to house type, object, modularization scene, illumination
It is combined, builds 3D design scheme, saved after adding scheme label to 3D design scheme, and can send and repair online in real time
Changing, rendering 3D design scheme generates 2D high-definition effect figure, to being saved after 2D high-definition effect figure additive effect icon label, and can be real-time
It sends；
(6) consumer browses 2D high-definition effect figure by project edit device, clicks " 3D " button in 2D high-definition effect figure, automatically
The bandwagon effect of 3D design scheme is obtained, the object in 3D design scheme is clicked, selects AR experience button that can experience the object
AR effect；
(7) consumer carries out the purchase that places an order after determining 3D design scheme；
(8) brand quotient delivers according to the corresponding format of object in 3D design scheme；
(9) manufacturer carries out generation processing according to the corresponding component information of object in 3D design scheme.
2. a kind of online Interior Decoration Design System of intelligences combination modularization scene characterized by comprising server, manufacturer end, product
Board quotient end, designer end and consumer end；
The server is connect with brand quotient end, the manufacturer end, the designer end and the consumer end respectively, packet
Include resource manager, modularization Scene Editor, project edit device, rule base, tag library and model algorithm, the resource management
Device includes component base, Materials Library, light efficiency library, object library and commodity library, and the modularization Scene Editor includes that object imports mould
Block, data interface module, graphical interaction engine and renderer, the project edit device include house type import modul, data-interface
Module, graphical interaction engine and renderer；
The manufacturer end is connect with the server, uploads component 3D structured parameter and texturing knot by resource manager
Structure parameter is to component base and Materials Library；
The designer end is connect with the server, the illumination template parameter of setting is uploaded by resource manager, according to rule
Then the rule in library is combined component, material and light efficiency, is fabricated to object and saves；It is led by modularization Scene Editor
Enter object or object combination and illumination template, according in rule base rule and tag library in label to object, illumination into
Row combination, is fabricated to scene module；House type is imported and edited by project edit device, according to the rule and tag library in rule base
In label house type, scene, illumination are combined, be fabricated to 3D design scheme, and can be reserved for and send in real time；Pass through rendering
Device real-time rendering 3D design scheme generates 2D high-definition effect figure, and can be reserved for and send in real time；To 3D design scheme and 2D high definition
Effect picture adds label, and is stored in tag library；
Brand quotient end is connect with the server, by resource manager in object library object add object label and
Commercial goods labels, and Commercial goods labels and object label are stored in tag library；
The consumer end is connect with the server, and the rule of house type and the recommendation of binding rule library are selected by project edit device
Scene composition is then carried out, and then builds 3D design scheme, and saves and sends；3D design scheme is rendered to obtain 2D high definition
Effect picture, and save and send；Label is added to 3D design scheme and 2D high-definition effect figure, and is stored in tag library.
3. a kind of online Interior Decoration Design System of intelligences combination modularization scene according to claim 2, which is characterized in that institute
Resource manager is stated for making component model, and component model, material and light efficiency are combined into object model, by component model
With object model interaction attribute tags；
After the modularization Scene Editor Import Object or object combination and illumination template, according to the rule and mark of rule base
The label in label library is combined object, illumination, makes scene module；
The project edit device builds 3D design scheme by scene module combination and lighting module combination；
The rule base is connect with the resource manager, the modularization Scene Editor and the project edit device respectively,
The rule of object is corresponded to for storing object, object corresponds to the rule of house type, object combines the rule of corresponding house type, illumination template
The rule of corresponding object, illumination template correspond to the rule that object combines and illumination template corresponds to the rule of house type；
The tag library is connect with the resource manager, the modularization Scene Editor and the project edit device respectively,
For storing object label, object combination tag, house type label, illumination template label, scheme label and user's mark interested
Label；
The model algorithm is combined for object and object and is combined and the system of solutions, articles with the system of solutions, object and house type
Conjunction, which is combined to be combined to combine with the system of solutions, illumination template with object with object with the system of solutions, illumination template with house type, carries out group
It closes to be combined with the system of solutions, illumination template and house type and be filtered with the system of solutions, label automatic marking and label.
4. a kind of online Interior Decoration Design System of intelligences combination modularization scene according to claim 3, which is characterized in that institute
State object be combined with object it is as follows with the implementation method of the system of solutions: according to the rule of the corresponding object of object, object label, to object
Part is calculated with the matching degree that object is combined, and is fed back according to user data and is carried out machine learning, and object label, object are updated
Part combination tag, object correspond to the rule of object, to preferably be combined to object and object；
The object is combined as follows with the implementation method of the system of solutions with house type: according to the rule of the corresponding house type of object, object mark
Label, house type label, calculate object and the matching degree that house type is combined, and are fed back according to user data and carry out engineering
It practises, updates object label, house type label, object and correspond to the rule of house type, to be preferably combined to object and house type；
The object combination is combined as follows with the implementation method of the system of solutions with house type: the rule of corresponding house type are combined according to object
Then, object combination tag, house type label, object combined calculate with the matching degree that house type is combined, according to number of users
Machine learning is carried out according to feedback, the rule that object combination tag, house type label, object combine corresponding house type is updated, thus more preferably
Object is combined and is combined with house type in ground；
The illumination template is combined as follows with the implementation method of the system of solutions with object: being combined according to the corresponding object of illumination template
Rule, illumination template label, object label, calculate illumination template and the matching degree that object is combined, according to user
Data feedback carries out machine learning, the rule that illumination template label, object label, illumination template correspond to object is updated, thus more
Illumination template is combined with object well；
The illumination template combined with object be combined it is as follows with the implementation method of the system of solutions: according to the corresponding articles of illumination template
The rule of conjunction, illumination template label, object combination tag, combine the matching degree being combined with object to illumination template and count
It calculates, is fed back according to user data and carry out machine learning, update illumination template label, object combination tag, illumination template counterpart
The rule of part combination, is combined to preferably combine to illumination template with object；
The illumination template is combined as follows with the implementation method of the system of solutions with house type: according to the rule of the corresponding house type of illumination template
Then, illumination template label, house type label, calculate illumination template and the matching degree that house type is combined, according to number of users
Machine learning is carried out according to feedback, the rule that illumination template label, house type label, illumination template correspond to house type is updated, thus more preferably
Ground is combined illumination template with house type；
The implementation method of the label automatic marking is as follows: being fed back according to user data and carries out machine learning, automatic marking updates
The son mark such as corresponding object label, object combination tag, house type label, illumination template label, scheme label, user interest label
Sign library；
The implementation method of the label filtering is as follows: being carried out according to the relevance between the label and label and label of user index
Collaborative filtering, recommend the component data that user further interacts, object data splitting, house type data, illumination template data and
Protocol.
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