CN107944124A - Indoor design method and system based on user interest preference - Google Patents

Indoor design method and system based on user interest preference Download PDF

Info

Publication number
CN107944124A
CN107944124A CN201711156712.2A CN201711156712A CN107944124A CN 107944124 A CN107944124 A CN 107944124A CN 201711156712 A CN201711156712 A CN 201711156712A CN 107944124 A CN107944124 A CN 107944124A
Authority
CN
China
Prior art keywords
user
design
module
designer
users
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201711156712.2A
Other languages
Chinese (zh)
Other versions
CN107944124B (en
Inventor
徐念龙
张闻强
杨莹
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai De See Computer Science And Technology Co Ltd
Original Assignee
Shanghai De See Computer Science And Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai De See Computer Science And Technology Co Ltd filed Critical Shanghai De See Computer Science And Technology Co Ltd
Priority to CN201711156712.2A priority Critical patent/CN107944124B/en
Publication of CN107944124A publication Critical patent/CN107944124A/en
Application granted granted Critical
Publication of CN107944124B publication Critical patent/CN107944124B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/10Geometric CAD
    • G06F30/13Architectural design, e.g. computer-aided architectural design [CAAD] related to design of buildings, bridges, landscapes, production plants or roads
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0621Item configuration or customization
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0631Item recommendations

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Theoretical Computer Science (AREA)
  • Geometry (AREA)
  • Development Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • Computer Hardware Design (AREA)
  • Architecture (AREA)
  • Civil Engineering (AREA)
  • Structural Engineering (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

The embodiment of the invention discloses a kind of indoor design method and system based on user interest preference, the described method includes:Designer carries out indoor design the compilation and design of 3D designing schemes, and 3D designing schemes indoor design 2D design sketch associated with it is uploaded onto the server;The initial preference of user setting, server recommend indoor design 2D design sketch to users' mobile end automatically according to user preference;User clicks on indoor design 2D design sketch, the automatic bandwagon effect for obtaining 3D designing schemes;User uploads interest picture, obtains 2D design sketch and corresponding 3D designing schemes that interest picture is associated;User links up with designer, and online exchange 3D designing schemes.The present invention investigates user property, the operation behavior by browsing content attribute and user in systems at the same time, effectively understand user interest preference, realize the automatic recommendation of designing scheme, user online co-participant's case can design at the same time with designer, communication cost is reduced, improves the communication efficiency between designer, client.

Description

Indoor design method and system based on user interest preference
Technical field
The present invention relates to indoor design technical field, especially a kind of indoor design method based on user interest preference and System.
Background technology
Indoor design industry is the industry that a up rightness is relatively strong, personalized service proportion is higher, while being setting for specialty Meter teacher needs to catch the demand of client, holds targetedly designing scheme;The non-professional client in another side is not possessing specialty In the case that design knowledge, ability and expert opinion instruct, exposition need directly perceived, communications and improve design associate on have compared with Big difficulty.Existing Interior Decoration Design System does not accomplish, using user interest as recommendation designing scheme is oriented to, to allow non-special Industry designer, house ornamentation user do it yourself to participate in design, are so difficult to find the preference of user, provide setting for their satisfactions Meter scheme.In addition, most of communication of user and designer is contacted under line, even if wired upper communication also stays at character express On, communication efficiency is low, and communication effectiveness is poor.
Therefore, the prior art needs to improve.
The content of the invention
The present invention provides a kind of indoor design method and system based on user interest preference, to solve the above problems.
The technical proposal of the invention is realized in this way:
A kind of indoor design method based on user interest preference, including:
Designer using designer end to indoor design carry out 3D designing schemes compilation and design, and by 3D designing schemes with Its associated indoor design 2D design sketch together uploads onto the server;
User sets initial preference by users' mobile end, and server pushes away automatically according to user preference to users' mobile end Recommend indoor design 2D design sketch;
User uploads interest picture by users' mobile end, obtains the 2D design sketch that interest picture is associated;
User clicks on indoor design 2D design sketch, the automatic bandwagon effect for obtaining 3D designing schemes;
User is linked up by the designer at users' mobile end and designer end, and online exchange 3D designing schemes;
User is to 3D designing schemes into edlin and preservation.
Preferably, the designer carries out indoor design using designer end the compilation and design of 3D designing schemes, and By 3D designing schemes indoor design 2D design sketch associated with it together upload onto the server including:
3D object model of the designer at designer end by 3D object design editing module editor's indoor designs, and upload To server;
3D objects model and indoor design texturing are combined into a 3D furniture article, and uploaded onto the server;
Designer builds 3D design scenarios at designer end by 3D conceptual design editor modules, and to 3D design scenarios It is adjusted and is adapted to 3D furniture articles, forms 3D designing schemes;
Corresponding 2D design sketch is generated to 3D designing schemes, and 3D designing schemes and 2D design sketch are together uploaded to Server.
Preferably, the user sets initial preference by users' mobile end, server is according to user preference, to user Automatically indoor design 2D design sketch is recommended to include in mobile terminal:
User is registered by users' mobile end, and sets the initial interest preference of personal user;
Server is set according to the personal interest preference of user setting from the corresponding interior of server search user interest preference 2D design sketch is counted, and design sketch is pushed into users' mobile end;
Users' mobile end checks the details of 2D design sketch, or chooses the hot spot on 2D design sketch or hot-zone;
The label and user interest label of hot spot and hot-zone in the 2D design sketch that server is chosen with user carry out Collaborative filtering recommending, rapid discovery user preference in a manner of association and continuous filtered recommendation are carried out centered on user interest, into One step recommends the 2D design sketch for more meeting user interest, and individual subscriber interest preference information is preserved to server.
Preferably, the user uploads interest picture by users' mobile end, the 2D effects that interest picture is associated are obtained Fruit figure includes:
User uploads the picture of personal interest preference by the picture uploading module of users' mobile end, and is uploaded to service Device;
Server obtains the personal interest preference picture of user's transmission by mobile terminal service interface module, and is forwarded to calculation Method processing module;
Algorithm processing module analyzes individual subscriber interest preference picture feature, and special according to individual subscriber interest preference picture Sign searches for associated 2D design sketch from database module, and 2D design sketch is arranged according to the degree of association preferential order Sequence;
Users' mobile end obtains 2D effects by the mobile terminal service interface module of server according to the preferential order of the degree of association Fruit is schemed, and the acquisition modes are using figure waterfall mode, are obtained successively according to degree of association priority sequence.
Preferably, the user clicks on indoor design 2D design sketch, the automatic bandwagon effect bag for obtaining 3D designing schemes Include:
User clicks on " 3D " button in the indoor design 2D design sketch that mobile terminal is shown;
Mobile terminal sends the URL request of corresponding 3D designing schemes, server root by the built-in browser based on HTML5 The detailed of 3D designing schemes specified is obtained from database module according to URL and forms data;
Server gives mobile terminal service interface module by servicing end interface transmission composition data in detail;
Mobile terminal receives to be formed data and shows final 3D designing schemes by built-in browser in detail.
Preferably, the user is linked up by the designer at users' mobile end and designer end, and online exchange 3D is set Meter scheme includes:
User sends picture, word and audio and video to specified design teacher by mobile terminal;
Designer receives picture, word and the audio and video of user's transmission by designer end automatically;
Designer sends picture, word and audio and video to specified user by designer end;
User receives picture, word and the audio and video of designer's transmission by mobile terminal automatically;
Server end automatically saves interstage exchange record;
Online exchange is realized by repeating the above process.
Preferably, the user includes 3D designing schemes into edlin and preservation:
User is to the background make a change in 3D designing schemes;
User is to the object color in 3D designing schemes, material and type make a change;
Position make a change of the user to the object in 3D designing schemes;
User preserves after being changed to 3D designing schemes.
A kind of Interior Decoration Design System based on user interest preference, including:Users' mobile end, server, designer end;
The users' mobile end is connected with server, for user's registration personal account, and sets personal interest preference to believe Breath, upload personal interest preference picture, display server push indoor design 2D design sketch and 3D designing schemes, in real time with Designer is communicated and associates social software;
The designer end is connected with the server, for designer's addition, editor's 3D object models, generation 3D designs Scheme, generates 2D design sketch, and real-time communication is carried out with user;
The server is connected with the users' mobile end and designer end, for preserving the 3D objects of designer end upload Model, 3D designing schemes, 2D design sketch, preserve the personal interest preference information that users' mobile end is registered and uploaded, receive and locate Users' mobile end, the solicited message at designer end are managed, pushes 3D designing schemes or 2D design sketch to users' mobile end, there is provided user The real-time communication service of mobile terminal and designer end.
Preferably, the users' mobile end includes:
2D display modules, picture uploading module, social sharing module, instant messaging module, individual center module, 3D schemes Experience module;
The 2D display modules are used for the 2D design sketch for showing that server is sent;
The picture uploading module is used for the image that user uploads personal interest preference, the image of the personal interest preference Picture, online download pictures including individual's shooting, pictorial information include colouring information, texture information, shape information;
The social activity sharing module is used to associate social software, and the interior that user shares individual by social sharing module is set Count design effect figure, including 3D designing schemes, 2D design sketch;
The instant messaging module sends and receives picture, word and audio and video for user to designer;
The individual center module is used for user setting individual's log-on message, and sets personal interest preference information;
The 3D schemes experience module is used for the 3D designing schemes for showing, editing and preserving server transmission.
Preferably, the server includes:
Mobile terminal service interface module, 3D Photographing On-lines service interface module, algorithm processing module, management center module, Database module;
The mobile terminal service interface module is connected with users' mobile end, for receive users' mobile end transmission data or Request, and by algorithm processing module and database module processing after 3D designing schemes, 2D design sketch, real-time communication information data Send to users' mobile end;
The 3D Photographing On-lines service interface module is connected with the designer end, for receiving the 3D of designer end transmission Object model, generates 3D designing schemes, generates 2D effects diagram data and real-time communication data, user data, and by database mould 3D designing schemes, 2D design sketch after block or algorithm processing module processing, real-time communication information data are sent to designer end;
The algorithm processing module receives the request data of the mobile terminal service interface module, and request data is carried out After analyzing and processing, sent after searching related content from database module according to request content to one end of request;
The algorithm processing module includes searching module and retrieval module, and the module of searching is used for according to users' mobile end The pictorial information of transmission, according to nomography is searched, retrieves color, texture the design side similar with shape facility from database module Case;The retrieval module according to the retrieval request of users' mobile end, based on space cell classification, house type classification, genre category or Heat searches keyword sortord, and the designing scheme for meeting user interest is found out from database module;
The management center module is connected with the database module, and the data for being stored with the database module are built Vertical mapping storehouse, the management center module include Classification Management, tag control, project management, object management, notice management, Comment management and background user management;
The database module is used for the designing scheme information for storing registered user and furniture item.
Preferably, the designer end includes:3D object design editing devices module, 3D conceptual designs editing machine, immediately Communication module and individual center module;
The 3D objects design editing device module is used to 3D models and texturing being combined into 3D furniture articles, is 3D Scape builds offer material;
The 3D conceptual designs editor module is used to build 3D design scenarios online, supports object and thing to scene Part combination is moved, rotated, being scaled, and replacement items material parameters is clicked, to meet that different scenes match the selection need of style Will.
Compared with prior art, the invention has the advantages that:
1st, the present invention investigates user property, the operation behavior by browsing content attribute and user in systems at the same time, more Add comprehensive comprehensive and constantly understand user interest preference;
2nd, the image of relevance excavation and designing scheme of the present invention based on user interest preference, label and designing scheme Characteristic matching, realizes the automatic recommendation of designing scheme;
3rd, the present invention can realize that multi-terminal user and designer online co-participant's case can design at the same time, reduce Cost is linked up, house ornamentation design scene can not be directly based upon by solve thing problems, such as between designer and client links up deficiency, carries Communication efficiency between Gao Liao designer, house ornamentation client;
4th, the present invention disclosure satisfy that the lightweight 3D design functions of Design-Oriented teacher and user oriented lightweight 3D schemes Experience functions, reduce hardware requirement of the system to terminal device;
5th, the present invention is centered on user interest, rely on data intelligence decision assistant house ornamentation client quickly by design style, Object and design element carry out fast resource configuration.
Below by drawings and examples, technical scheme is described in further detail.
Brief description of the drawings
The attached drawing of a part for constitution instruction the embodiment that the invention has been described, and be used to explain together with description The principle of the present invention.
Referring to the drawings, according to following detailed description, the present invention can be more clearly understood, wherein:
Fig. 1 is a kind of structural representation of one embodiment of Interior Decoration Design System based on user interest preference of the present invention Figure;
Fig. 2 is a kind of flow chart of one embodiment of indoor design method based on user interest preference of the present invention;
Fig. 3 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure;
Fig. 4 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure;
Fig. 5 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure;
Fig. 6 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure;
Fig. 7 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure.
Fig. 8 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure.
In figure:1 users' mobile end, 11 2D display modules, 12 picture uploading modules, 13 social sharing modules, 14 Instant Messenger News module, 15 individual center modules, 16 3D schemes experience module, 2 servers, 21 mobile terminal service interface modules, 22 3D exist Line design service interface module, 23 algorithm processing modules, 24 management center modules, 25 database modules, 3 designer ends, 31 3D Object design editing device module, 32 3D conceptual design editor modules.
Embodiment
Carry out the various exemplary embodiments of detailed description of the present invention now with reference to attached drawing.It should be noted that:Unless in addition have Body illustrates that the unlimited system of component and the positioned opposite of step, numerical expression and the numerical value otherwise illustrated in these embodiments is originally The scope of invention.
At the same time, it should be appreciated that for the ease of description, the size of the various pieces shown in attached drawing is not according to reality Proportionate relationship draw.
The description only actually at least one exemplary embodiment is illustrative to be never used as to the present invention below And its application or any restrictions that use.
It may be not discussed in detail for technology, method and apparatus known to person of ordinary skill in the relevant, but suitable In the case of, the technology, method and apparatus should be considered as part for specification.
It should be noted that:Similar label and letter represents similar terms in following attached drawing, therefore, once a certain Xiang Yi It is defined, then it need not be further discussed in subsequent attached drawing in a attached drawing.
Fig. 1 is a kind of structural representation of one embodiment of Interior Decoration Design System based on user interest preference of the present invention Figure, as shown in Figure 1, the Interior Decoration Design System based on user interest preference includes:
Users' mobile end 1, server 2, designer end 3;
The users' mobile end 1 is connected with server 2, for user's registration personal account, and sets personal interest preference Information, uploads personal interest preference picture, the 2D design sketch and 3D designing schemes of the household production piece that display server 2 pushes, real When communicated and associated social software with designer;
The designer end 3 is connected with the server 2, and 3D object models, generation 3D design sides are designed for designer Case, generates 2D design sketch, and real-time communication is carried out with user;
The server 2 is connected with the users' mobile end 1 and designer end 3, for preserving the 3D of the upload of designer end 3 Object model, 3D designing schemes, 2D design sketch, preserve the personal interest preference information that users' mobile end 1 is registered and uploaded, and receive And users' mobile end 1, the solicited message at designer end 3 are handled, 3D designing schemes or 2D design sketch are pushed to users' mobile end 1, Users' mobile end 1 and the real-time communication service at designer end 3 are provided.
The users' mobile end includes:2D display modules 11, picture uploading module 12, social sharing module 13, Instant Messenger Interrogate module 14, individual center module 15,3D schemes experience module 16;
The 2D display modules 11 are used for the 2D design sketch for showing that server 2 is sent;
In specific implementation process, each 2D design sketch is respectively provided with label, and label is associate 2D design sketch one Data sequence, server 2 is centered on the associated label of 2D design sketch, by 2D design effects figure, behavioral data, interest point Class projects and the Fitting Calculation is carried out on label, and 2D display modules 11 are showed after sequence.
The picture uploading module 12 is used for the image that user uploads personal interest preference, the figure of the personal interest preference Picture, online download pictures as including personal shooting, pictorial information include colouring information, texture information, shape information, states of matter Information;Picture uploading module 12 uploads onto the server the picture of personal interest preference after 2, and server 2 extracts to be wrapped in picture Color, texture and the shape facility contained;The characteristic value similarity of designing scheme in picture and server 2 that user uploads is calculated, And arranged according to the order of matching degree from high to low, returned according to the retrieval list length value set in individual center and meet condition Designing scheme;
The social activity sharing module 13 is used to associate social software, and user shares the room of individual by social sharing module 13 Interior design design effect figure, including 3D designing schemes, 2D design sketch;User can carry out scheme by social sharing module 13 The function of comment on, collect, share, preserving, scheme are propagated during comment, collection.
The instant messaging module 14 is used for user and sends real-time communication request to designer, and establishes real-time communication; In specific embodiment, communication network does customized development using third party's communications platform, to meet user and designer online i.e. When link up, the communication of transmission word, voice, the content of multimedia such as picture needs.
The individual center module 15 is used for user setting individual's log-on message, and sets personal interest preference information;It is a People's center module 15 includes the function of user and designer's maintenance of information and management, and user and designer can consult in individual center Situation about being concerned, and the concern situation of oneself is managed, and the management of personal information.
The 3D schemes experience module 16 is used for the 3D designing schemes that display server 2 is sent.User passes through 3D scheme bodies Test module 16 to confirm designing scheme effect, include but not limited to switching surface and overlook, roamed in visual field and 3D rooms Visual field, moves the furniture article in designing scheme and object combination, is rotated, object model and material are replaced, To experience different scenes style arranging effect, and these modifications can be preserved.
The server 2 includes:Mobile terminal service interface module 21,3D Photographing On-lines service interface module 22, at algorithm Manage module 23, management center module 24, database module 25;
The mobile terminal service interface module 21 is connected with users' mobile end 1, for receiving the number of the transmission of users' mobile end 1 According to or request, and 3D designing schemes after algorithm processing module 23 and database module 25 are handled, 2D design sketch, real-time communication Information data is sent to users' mobile end 1;Users' mobile end 1 is initiated to ask by mobile terminal service interface module 21, waits to ask After being disposed, return information is sent to users' mobile end 1 again by mobile terminal service interface module 21.
The 3D Photographing On-lines service interface module 22 is connected with the designer end 3, is sent for receiving designer end 3 3D object models, generate 3D designing schemes, generate 2D effects diagram data and real-time communication data, user data, and by data 3D designing schemes, 2D design sketch after library module or algorithm processing module processing, real-time communication information data are sent to designer End 3;3D Photographing On-lines service interface module 22 supports designer to retrieve existing program or newly-built project, selects object filtering rod Part, obtains coordinates and carries out scene construction, modification.
The algorithm processing module 23 receives the mobile terminal service interface module 21,3D Photographing On-line service interface modules 22 request data, and after being analyzed and processed to request data, related content is searched from database module according to request content Send afterwards to one end of request;Algorithm processing module 23 obtains the personal interest preference information or picture that subscription client 1 is sent After information, by obtaining color, texture and shape facility in personal interest preference information or pictorial information, the face of acquisition is calculated The characteristic value similarity of color, texture and shape facility and designing scheme in database module 25, and according to matching degree from high to low Order arrangement, the designing scheme of condition is met according to the retrieval list length value return set in individual center.
The algorithm processing module 23 includes searching module and retrieval module, and the module of searching is used to be moved according to user The pictorial information sent is held, according to nomography is searched, the design similar with shape facility of color, texture is retrieved from database module Scheme;It is described to retrieve retrieval request of the module according to users' mobile end, based on space cell classification, house type classification, genre category Or heat searches keyword sortord, the designing scheme for meeting user interest is found out from database module;
The management center module 24 is connected with the database module 25, for what is stored with the database module 25 Data establish mapping storehouse, and the management center module includes Classification Management, tag control, project management, object management, notice Management, comment management and background user management;
The database module 25 is used for the designing scheme information for storing registered user and furniture item.
The designer end 3 includes:Instant messaging module 14, individual center module 15,3D object design editing device modules 31st, 3D conceptual designs editor module 32;
The 3D objects design editing device module 31 is used to 3D models and texturing being combined into 3D furniture articles, is 3D Scene construction provides material;
The 3D conceptual designs editor module 32 is used to build 3D design scenarios online, support to the object of scene and Object combination is moved, rotated, being scaled, and replacement items material parameters is clicked, to meet that different scenes match the selection of style Need.
Fig. 2 is a kind of flow chart of one embodiment of indoor design method based on user interest preference of the present invention, As shown in Fig. 2, the indoor design method based on user interest preference, including:
10, designer carries out indoor design using designer end 3 compilation and design of 3D designing schemes, and by 3D design sides Case indoor design 2D design sketch associated with it together uploads onto the server 2;Designer is designed by the 3D objects at designer end 3 Editor module 31 carries out the compilation and design of 3D designing schemes, and the 3D objects design editing device module 31 supports self-defined object Material, including color, texture, paving mode etc., synthesize 3D objects by texturing and 3D models, can also utilize online 3DMax schemes and object are modified;Designer is by the 3D conceptual designs editor module 32 at designer end 3 to existing program Carry out edit-modify or newly create scheme, select object filter condition, obtain coordinates and carry out scene construction, the 3D schemes Design editing device module 32 is supported to be combined furniture, the system of solutions, can move, rotate, scaling object or object combination, supporting The attributes such as replacement items material, color, switch over style, are overlooked by plane, roam visual field in visual field and 3D rooms Browse and confirm design effect.
20, user sets initial preference by users' mobile end 1, and server 2 is according to user preference, to users' mobile end 1 It is automatic to recommend indoor design 2D design sketch;1 display data of users' mobile end is to be initiated by the form of api interfaces to server 2 Request, server 2 receive and are then forwarded to users' mobile end 1 after handling data;
30, user uploads interest picture by users' mobile end 1, obtains the 2D design sketch that interest picture is associated;
40, user clicks on " 3D " button in the indoor design 2D design sketch that mobile terminal is shown, automatic to obtain 3D design sides The bandwagon effect of case;
50, user is linked up by the designer at users' mobile end 1 and designer end 3, and online exchange 3D designing schemes;
60, user is by users' mobile end 1 to 3D designing schemes into edlin and preservation.
Fig. 3 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure, as shown in figure 3, the designer carries out indoor design using designer end 3 compilation and design of 3D designing schemes, and by 3D Designing scheme indoor design 2D design sketch associated with it together uploads onto the server and 2 includes:
101, designer edits the single 3D objects of indoor design at designer end 3 by 3D object design editings module 31 Model, and upload onto the server 2;
102,3D objects model and indoor design texturing are combined into 3D furniture articles, and upload onto the server 2;
103, designer builds 3D design scenarios at designer end by 3D conceptual designs editor module 32, and 3D is set Meter scene is adjusted with 3D furniture articles to be adapted to, and forms 3D designing schemes;
104, corresponding 2D design sketch is generated to 3D designing schemes, and 3D designing schemes and 2D design sketch one are same as above Reach server 2.
Fig. 4 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure, as shown in figure 4, the user sets initial preference by users' mobile end, server 2 is moved according to user preference to user Automatically indoor design 2D design sketch is recommended to include in moved end 1:
201, user is registered by users' mobile end 1, and sets the initial interest preference of personal user;
202, it is corresponding to search for user interest preference according to the personal interest preference of user setting from server 2 for server 2 Indoor design 2D design sketch, and design sketch is pushed into users' mobile end 1;
203, users' mobile end 1 checks the details of 2D design sketch, or chooses the hot spot on 2D design sketch or hot-zone;
204, server 2 is with the hot spot and the label and user interest label of hot-zone in the 2D design sketch of user's selection Collaborative filtering recommending is carried out, rapid discovery user is inclined in a manner of association and continuous filtered recommendation are carried out centered on user interest It is good, it is further recommended that more meeting the 2D design sketch of user interest, and individual subscriber interest preference information is preserved to server 2.
Fig. 5 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure, as shown in figure 5, the user clicks on indoor design 2D design sketch, the automatic bandwagon effect for obtaining 3D designing schemes includes:
301, user clicks on " 3D " button in the indoor design 2D design sketch that mobile terminal is shown;
302, mobile terminal sends the URL request of corresponding 3D designing schemes, service by the built-in browser based on HTML5 Device obtains the detailed of 3D designing schemes specified from database module according to URL and forms data;
303, server gives mobile terminal service interface module by servicing end interface transmission composition data in detail;
304, mobile terminal receives to be formed data and shows final 3D designing schemes by built-in browser in detail.
Fig. 6 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure, as shown in fig. 6, the user uploads interest picture by users' mobile end, obtains the 2D design sketch that interest picture is associated Including:
401, user uploads the picture of personal interest preference by the picture uploading module of users' mobile end 1, and is uploaded to Server 2;
402, server 2 obtains the personal interest preference picture of user's transmission by mobile terminal service interface module 21, and It is forwarded to algorithm processing module 23;Color, texture and the shape searched in module extraction picture in algorithm processing module 23 is special Sign;The characteristic value similarity of designing scheme in picture and database to be checked is calculated, and is arranged according to the order of matching degree from high to low Row, the designing scheme for the condition that meets is returned according to the retrieval list length value set in individual center.
403, algorithm processing module analysis individual subscriber interest preference picture feature, and according to individual subscriber interest preference figure Piece feature searches for associated 2D design sketch from database module, and 2D design sketch is carried out according to the degree of association preferential order Sequence;
404, users' mobile end is obtained by the mobile terminal service interface module of server according to the preferential order of the degree of association 2D design sketch, the acquisition modes are using figure waterfall mode, are obtained successively according to degree of association priority sequence.
Fig. 7 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure, as shown in fig. 7, the user is linked up by the designer at users' mobile end 1 and designer end 3, and online exchange 3D is designed Scheme includes:
501, user sends picture, word and audio and video to specified design teacher by mobile terminal;
502, designer receives picture, word and the audio and video of user's transmission by designer end automatically;
503, designer sends picture, word and audio and video to specified user by designer end;
504, user receives picture, word and the audio and video of designer's transmission by mobile terminal automatically;
505, server end automatically saves interstage exchange record;
506, realize online exchange by repeating the above process.
Fig. 8 is a kind of flow of another embodiment of indoor design method based on user interest preference of the present invention Figure, as shown in figure 8, the user includes 3D designing schemes into edlin and preservation by users' mobile end 1:
601, user is to the background make a change in 3D designing schemes;
602, user is to the object color in 3D designing schemes, material and type make a change;
603, position make a change of the user to the object in 3D designing schemes;
604, user preserves after being changed to 3D designing schemes.
Each embodiment is described by the way of progressive in this specification, what each embodiment stressed be and its The difference of its embodiment, the same or similar part cross-reference between each embodiment.For system embodiment For, since it is substantially corresponding with embodiment of the method, so description is fairly simple, referring to the portion of embodiment of the method in place of correlation Defend oneself bright.
Description of the invention provides for the sake of example and description, and is not exhaustively or by the present invention It is limited to disclosed form.Many modifications and variations are obvious for the ordinary skill in the art.Select and retouch State embodiment and be to more preferably illustrate the principle of the present invention and practical application, and those of ordinary skill in the art is managed The solution present invention is so as to design the various embodiments with various modifications suitable for special-purpose.

Claims (11)

  1. A kind of 1. indoor design method based on user interest preference, it is characterised in that including:
    Designer carries out indoor design using designer end the compilation and design of 3D designing schemes, and by 3D designing schemes and Qi Guan The indoor design 2D design sketch of connection together uploads onto the server;
    User sets initial preference by users' mobile end, and server recommends room automatically according to user preference to users' mobile end Interior design 2D design sketch;
    User uploads interest picture by users' mobile end, obtains the 2D design sketch that interest picture is associated;
    User clicks on indoor design 2D design sketch, the automatic bandwagon effect for obtaining 3D designing schemes;
    User is linked up by the designer at users' mobile end and designer end, and online exchange 3D designing schemes;
    User is to 3D designing schemes into edlin and preservation.
  2. 2. the indoor design method according to claim 1 based on user interest preference, it is characterised in that the designer The compilation and design of 3D designing schemes is carried out to indoor design using designer end, and 3D designing schemes interior associated with it is set Meter 2D design sketch together upload onto the server including:
    3D object model of the designer at designer end by 3D object design editing module editor's indoor designs, and it is uploaded to clothes Business device;
    3D objects model and indoor design texturing are combined into a 3D furniture article, and uploaded onto the server;
    Designer builds 3D design scenarios at designer end by 3D conceptual design editor modules, and to 3D design scenarios and 3D Furniture article is adjusted adaptation, forms 3D designing schemes;
    Corresponding 2D design sketch is generated to 3D designing schemes, and 3D designing schemes and 2D design sketch are together uploaded to service Device.
  3. 3. the indoor design method according to claim 1 based on user interest preference, it is characterised in that the user is led to Cross users' mobile end and initial preference is set, server recommends indoor design 2D to imitate automatically according to user preference to users' mobile end Fruit figure includes:
    User is registered by users' mobile end, and sets the initial interest preference of personal user;
    Server is according to the personal interest preference of user setting, from the corresponding indoor design 2D of server search user interest preference Design sketch, and design sketch is pushed into users' mobile end;
    Users' mobile end checks the details of 2D design sketch, or chooses the hot spot on 2D design sketch or hot-zone;
    The label and user interest label of hot spot and hot-zone in the 2D design sketch that server is chosen with user are cooperateed with Filtered recommendation, rapid discovery user preference in a manner of association and continuous filtered recommendation are carried out centered on user interest, further Recommend the 2D design sketch for more meeting user interest, and individual subscriber interest preference information is preserved to server.
  4. 4. the indoor design method according to claim 1 based on user interest preference, it is characterised in that the user is led to Cross users' mobile end and upload interest picture, the 2D design sketch that obtaining interest picture is associated includes:
    User uploads the picture of personal interest preference by the picture uploading module of users' mobile end, and uploads onto the server;
    Server obtains the personal interest preference picture of user's transmission by mobile terminal service interface module, and is forwarded at algorithm Manage module;
    Algorithm processing module analyze individual subscriber interest preference picture feature, and according to individual subscriber interest preference picture feature from Associated 2D design sketch is searched in database module, and 2D design sketch is ranked up according to the degree of association preferential order;
    Users' mobile end obtains 2D design sketch by the mobile terminal service interface module of server according to the preferential order of the degree of association, The acquisition modes are using figure waterfall mode, are obtained successively according to degree of association priority sequence.
  5. 5. the indoor design method according to claim 1 based on user interest preference, it is characterised in that user's point Indoor design 2D design sketch is hit, the automatic bandwagon effect for obtaining 3D designing schemes includes:
    User clicks on " 3D " button in the indoor design 2D design sketch that mobile terminal is shown;
    Mobile terminal sends the URL request of corresponding 3D designing schemes by built-in browser based on HTML5, server according to URL obtains the detailed of 3D designing schemes specified from database module and forms data;
    Server gives mobile terminal service interface module by servicing end interface transmission composition data in detail;
    Mobile terminal receives to be formed data and shows final 3D designing schemes by built-in browser in detail.
  6. 6. the indoor design method according to claim 1 based on user interest preference, it is characterised in that the user is led to Cross users' mobile end and the designer at designer end links up, and online exchange 3D designing schemes include:
    User sends picture, word and audio and video to specified design teacher by mobile terminal;
    Designer receives picture, word and the audio and video of user's transmission by designer end automatically;
    Designer sends picture, word and audio and video to specified user by designer end;
    User receives picture, word and the audio and video of designer's transmission by mobile terminal automatically;
    Server end automatically saves interstage exchange record;
    Online exchange is realized by repeating the above process.
  7. 7. the indoor design method according to claim 1 based on user interest preference, it is characterised in that the user couple 3D designing schemes include into edlin and preservation:
    User is to the background make a change in 3D designing schemes;
    User is to the object color in 3D designing schemes, material and type make a change;
    Position make a change of the user to the object in 3D designing schemes;
    User preserves after being changed to 3D designing schemes.
  8. A kind of 8. Interior Decoration Design System based on user interest preference, it is characterised in that including:Users' mobile end, server, set Count Shi Duan;
    The users' mobile end is connected with server, for user's registration personal account, and sets personal interest preference information, on Pass personal interest preference picture, display server push indoor design 2D design sketch and 3D designing schemes, in real time with design Shi Jinhang is communicated and is associated social software;
    The designer end is connected with the server, for designer's addition, editor's 3D object models, generation 3D design sides Case, generates 2D design sketch, and real-time communication is carried out with user;
    The server is connected with the users' mobile end and designer end, for preserving the 3D object moulds of designer end upload Type, 3D designing schemes, 2D design sketch, preserve the personal interest preference information that users' mobile end is registered and uploaded, receive and process Users' mobile end, the solicited message at designer end, push 3D designing schemes or 2D design sketch, there is provided Yong Huyi to users' mobile end The real-time communication service of moved end and designer end.
  9. 9. the Interior Decoration Design System according to claim 7 based on user interest preference, it is characterised in that the user moves Moved end includes:
    2D display modules, picture uploading module, social sharing module, instant messaging module, individual center module, the experience of 3D schemes Module;
    The 2D display modules are used for the 2D design sketch for showing that server is sent;
    The picture uploading module is used for the image that user uploads personal interest preference, and the image of the personal interest preference includes Picture, the online download pictures of individual's shooting, pictorial information include colouring information, texture information, shape information;
    The social activity sharing module is used to associate social software, and the indoor design that user shares individual by social sharing module is set Count design sketch, including 3D designing schemes, 2D design sketch;
    The instant messaging module sends and receives picture, word and audio and video for user to designer;
    The individual center module is used for user setting individual's log-on message, and sets personal interest preference information;
    The 3D schemes experience module is used for the 3D designing schemes for showing, editing and preserving server transmission.
  10. 10. the Interior Decoration Design System according to claim 7 based on user interest preference, it is characterised in that the service Device includes:
    Mobile terminal service interface module, 3D Photographing On-lines service interface module, algorithm processing module, management center module, data Library module;
    The mobile terminal service interface module is connected with users' mobile end, for receiving the data of users' mobile end transmission or asking Ask, and the 3D designing schemes after algorithm processing module and database module processing, 2D design sketch, real-time communication information data are sent out Send to users' mobile end;
    The 3D Photographing On-lines service interface module is connected with the designer end, for receiving the 3D objects of designer end transmission Model, generates 3D designing schemes, generates 2D effects diagram data and real-time communication data, user data, and by database module or 3D designing schemes, 2D design sketch after algorithm processing module processing, real-time communication information data are sent to designer end;
    The algorithm processing module receives the request data of the mobile terminal service interface module, and request data is analyzed After processing, sent after searching related content from database module according to request content to one end of request;
    The algorithm processing module includes searching module and retrieval module, and the module of searching is used to be sent according to users' mobile end Pictorial information, according to searching nomography, color, the texture designing scheme similar with shape facility are retrieved from database module; The retrieval module is searched according to the retrieval request of users' mobile end based on space cell classification, house type classification, genre category or heat Keyword sortord, finds out the designing scheme for meeting user interest from database module;
    The management center module is connected with the database module, and the data for being stored with the database module, which are established, reflects Storehouse is penetrated, the management center module includes Classification Management, tag control, project management, object management, notice management, comment Management and background user management;
    The database module is used for the designing scheme information for storing registered user and furniture item.
  11. 11. the Interior Decoration Design System according to claim 7 based on user interest preference, it is characterised in that the design Shi Duan includes:3D object design editing devices module, 3D conceptual designs editing machine, instant messaging module and individual center module;
    The 3D objects design editing device module is used to 3D models and texturing being combined into a 3D furniture article, is 3D Scape builds offer material;
    The 3D conceptual designs editor module is used to build 3D design scenarios online, supports object and articles to scene Conjunction is moved, rotated, scaled, and clicks replacement items material parameters, to meet that different scenes match the selection needs of style.
CN201711156712.2A 2017-11-20 2017-11-20 Indoor design method and system based on user interest preference Expired - Fee Related CN107944124B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711156712.2A CN107944124B (en) 2017-11-20 2017-11-20 Indoor design method and system based on user interest preference

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711156712.2A CN107944124B (en) 2017-11-20 2017-11-20 Indoor design method and system based on user interest preference

Publications (2)

Publication Number Publication Date
CN107944124A true CN107944124A (en) 2018-04-20
CN107944124B CN107944124B (en) 2021-07-30

Family

ID=61929217

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711156712.2A Expired - Fee Related CN107944124B (en) 2017-11-20 2017-11-20 Indoor design method and system based on user interest preference

Country Status (1)

Country Link
CN (1) CN107944124B (en)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108830548A (en) * 2018-05-09 2018-11-16 深圳市蜂采科技有限公司 Online selection system based on indoor design project
CN109002583A (en) * 2018-06-21 2018-12-14 黄冈职业技术学院 A kind of indoor design method and system based on user interest preference
CN109002857A (en) * 2018-07-23 2018-12-14 厦门大学 A kind of transformation of video style and automatic generation method and system based on deep learning
CN109087168A (en) * 2018-07-31 2018-12-25 孙义荣 A kind of working method of building materials on-line selling platform
CN109636909A (en) * 2018-12-06 2019-04-16 上海得见计算机科技有限公司 A kind of online indoor design method and system of intelligences combination modularization scene
CN110766519A (en) * 2019-09-30 2020-02-07 万翼科技有限公司 House decoration scheme recommendation system and method
CN111324927A (en) * 2020-03-10 2020-06-23 陈宏伟 Building design management system and method based on BIM and VR technology
CN111400800A (en) * 2020-03-13 2020-07-10 陈宏伟 Building construction quality control system and method based on BIM and VR technology
CN112149202A (en) * 2020-09-18 2020-12-29 南京设易网络科技有限公司 Indoor design system and method based on cloud panoramic 3D image service
CN112149201A (en) * 2020-09-18 2020-12-29 南京设易网络科技有限公司 Indoor design system and method based on image retrieval
CN112270576A (en) * 2020-11-11 2021-01-26 安徽山水空间装饰有限责任公司 Method and device for generating quotation based on drawing
CN113112367A (en) * 2021-04-20 2021-07-13 辜明雨 Design data real-time sharing method and system
CN113420200A (en) * 2021-05-14 2021-09-21 上海霍普建筑设计事务所股份有限公司 SU model importing system and method
CN113420357A (en) * 2021-06-28 2021-09-21 杭州群核信息技术有限公司 Bathroom cabinet design method and device, electronic equipment and storage medium
US11461985B2 (en) 2019-01-30 2022-10-04 Mosaic, Ltd Methods and systems for rendering and modifying three-dimensional models for interior design
US11520949B2 (en) 2020-01-03 2022-12-06 International Business Machines Corporation Digital design of an area

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2013043355A1 (en) * 2011-09-20 2013-03-28 Doodle Enterprises LLC System and method for interior design
CN105046534A (en) * 2015-08-27 2015-11-11 北京明兰网络科技有限公司 Internet aided design (iAD)
CN105069219A (en) * 2015-07-30 2015-11-18 渤海大学 Home design system based on cloud design
CN105160534A (en) * 2015-08-19 2015-12-16 河南鑫山信息科技有限公司 Home decoration network platform system and use method
CN105512326A (en) * 2015-12-23 2016-04-20 成都品果科技有限公司 Picture recommending method and system
CN106652005A (en) * 2016-09-27 2017-05-10 成都盈同乐家信息技术有限公司 Virtual home scene 3D designer and virtual home scene 3D design system
CN107169247A (en) * 2017-06-30 2017-09-15 重庆八戒工程网络有限公司 The household profession service platform designed based on 3D clouds

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2013043355A1 (en) * 2011-09-20 2013-03-28 Doodle Enterprises LLC System and method for interior design
CN105069219A (en) * 2015-07-30 2015-11-18 渤海大学 Home design system based on cloud design
CN105160534A (en) * 2015-08-19 2015-12-16 河南鑫山信息科技有限公司 Home decoration network platform system and use method
CN105046534A (en) * 2015-08-27 2015-11-11 北京明兰网络科技有限公司 Internet aided design (iAD)
CN105512326A (en) * 2015-12-23 2016-04-20 成都品果科技有限公司 Picture recommending method and system
CN106652005A (en) * 2016-09-27 2017-05-10 成都盈同乐家信息技术有限公司 Virtual home scene 3D designer and virtual home scene 3D design system
CN107169247A (en) * 2017-06-30 2017-09-15 重庆八戒工程网络有限公司 The household profession service platform designed based on 3D clouds

Cited By (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108830548A (en) * 2018-05-09 2018-11-16 深圳市蜂采科技有限公司 Online selection system based on indoor design project
CN109002583A (en) * 2018-06-21 2018-12-14 黄冈职业技术学院 A kind of indoor design method and system based on user interest preference
CN109002857B (en) * 2018-07-23 2020-12-29 厦门大学 Video style transformation and automatic generation method and system based on deep learning
CN109002857A (en) * 2018-07-23 2018-12-14 厦门大学 A kind of transformation of video style and automatic generation method and system based on deep learning
CN109087168A (en) * 2018-07-31 2018-12-25 孙义荣 A kind of working method of building materials on-line selling platform
CN109636909A (en) * 2018-12-06 2019-04-16 上海得见计算机科技有限公司 A kind of online indoor design method and system of intelligences combination modularization scene
US12086948B2 (en) 2019-01-30 2024-09-10 Little Mama Ltd. Methods and systems for rendering and modifying three-dimensional models for interior design
US11461985B2 (en) 2019-01-30 2022-10-04 Mosaic, Ltd Methods and systems for rendering and modifying three-dimensional models for interior design
CN110766519A (en) * 2019-09-30 2020-02-07 万翼科技有限公司 House decoration scheme recommendation system and method
US11520949B2 (en) 2020-01-03 2022-12-06 International Business Machines Corporation Digital design of an area
CN111324927A (en) * 2020-03-10 2020-06-23 陈宏伟 Building design management system and method based on BIM and VR technology
CN111324927B (en) * 2020-03-10 2021-02-23 苏州鱼得水电气科技有限公司 Building design management system and method based on BIM and VR technology
CN111400800A (en) * 2020-03-13 2020-07-10 陈宏伟 Building construction quality control system and method based on BIM and VR technology
CN111400800B (en) * 2020-03-13 2021-07-02 深圳市深白数码影像设计有限公司 Building construction quality control system and method based on BIM and VR technology
CN112149201A (en) * 2020-09-18 2020-12-29 南京设易网络科技有限公司 Indoor design system and method based on image retrieval
CN112149202A (en) * 2020-09-18 2020-12-29 南京设易网络科技有限公司 Indoor design system and method based on cloud panoramic 3D image service
CN112270576A (en) * 2020-11-11 2021-01-26 安徽山水空间装饰有限责任公司 Method and device for generating quotation based on drawing
CN113112367A (en) * 2021-04-20 2021-07-13 辜明雨 Design data real-time sharing method and system
CN113420200A (en) * 2021-05-14 2021-09-21 上海霍普建筑设计事务所股份有限公司 SU model importing system and method
CN113420357A (en) * 2021-06-28 2021-09-21 杭州群核信息技术有限公司 Bathroom cabinet design method and device, electronic equipment and storage medium
CN113420357B (en) * 2021-06-28 2023-04-07 杭州群核信息技术有限公司 Bathroom cabinet design method and device, electronic equipment and storage medium

Also Published As

Publication number Publication date
CN107944124B (en) 2021-07-30

Similar Documents

Publication Publication Date Title
CN107944124A (en) Indoor design method and system based on user interest preference
Lewis Digital food: from paddock to platform
US11127213B2 (en) Techniques for crowdsourcing a room design, using augmented reality
CN102971762B (en) Promote between social network user is mutual
US10762132B2 (en) System for referring to and/or embedding posts, videos or digital media within another post, video, digital data or digital media within 2D, 3D, 360 degree or spherical applications whereby to reach convergence or grouping
CN107404656B (en) Live video recommended method, device and server
WO2022052749A1 (en) Message processing method, apparatus and device, and storage medium
CN109033149A (en) Information recommendation method, device, server and storage medium
CN113746874B (en) Voice package recommendation method, device, equipment and storage medium
CN109121007A (en) Movie and television contents recommended method, smart television and system based on plurality of human faces identification
KR20050087877A (en) Methods and apparatus for interactive network sharing of digital video content
KR20050087876A (en) Methods and apparatus for interactive map-based analysis of digital video content
CN110139162A (en) The sharing method and device of media content, storage medium, electronic device
CN103634623B (en) A kind of method and apparatus for being used to share target video
CN110362667A (en) Intelligent customer service method, apparatus, equipment and readable storage medium storing program for executing
CN110263197A (en) A kind of image search method, device, computer equipment and storage medium
CN103198424A (en) Method and device for shopping based on intelligent display equipment
CN110163673B (en) Machine learning-based heat prediction method, device, equipment and storage medium
CN111722766A (en) Multimedia resource display method and device
KR102360262B1 (en) Method for generating and pushing integration information, and device, terminal, server and medium thereof
CN106951516A (en) A kind of finishing selection intelligent sorting method based on big data
CN106572399A (en) Information recommendation method and device, server and user terminal
CN111104583A (en) Live broadcast room recommendation method, storage medium, electronic device and system
CN117319441B (en) Remote interaction method and system of meta universe
CN109874032B (en) Program topic personalized recommendation system and method for smart television

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20210730