CN110046921A - A kind of business model and method based on stereoscopic vision interaction and user behavior artificial intelligence application - Google Patents

Abstract

The present invention discloses a kind of business model and method based on stereoscopic vision interaction and user behavior artificial intelligence application.Virtual display is realized using digitlization light weight technology, user is interacted into behavior and logical order etc. and carries out data acquisition, and it is compared with historical user and to form the decision making algorithm system application for meeting the user, it is satisfied with and provides user data for brand and grab precision marketing and potential demand trend analysis, and customize application etc.；The invention belongs to vision and artificial intelligence application business model and method.The invention cognition reinforcing promotion experience being satisfied with different individual characteies and preference front and back end investigation, form to user demand point creative for brand；Different user individual character multi-dimensional data is acquired by artificial intelligence and algorithm integration, the real-time user's optimum experience that provides are fed back with decision logic, user time cost practicability is reduced, is satisfied with the social popularization and application of artificial intelligence realization；It is creative to provide user to the crawl of brand true feedback data for brand, potential demand trend data visualization novelty application is provided and is solved, the intensive configuration utilization rate of social resources is improved.

Description

A kind of business model based on stereoscopic vision interaction and user behavior artificial intelligence application With method

Technical field:

User and the existing autonomous interactive process of Digitized three-dimensional dynamic vision content of brand, system is according to existing visit User is asked similar to the Action logic of individual character preference, in conjunction with the random data algorithm of the Behavioral characteristic potential demand dimension of the user, It is grabbed with the correlation behavior data of visual pattern picture material and the parameters such as angle and the text meaning of one's words, different numbers show functions It takes, forms the data algorithm system application based on user behavior；The technology is applied to the marketing of in kind or virtual brand and showed Journey changes traditional thousand people one side by AI machine learning, forms thousand people, thousand face precision marketing to according to user personality preference；It answers For manufacturing the expansible industrial application such as Visualized Flexible workflow management and training education simulated experiment demonstration.The present invention Belong to the business model and method of three-dimensional digit vision technique Yu artificial intelligence big data technological incorporation integrated technology.

Background technique:

The passive type that brand show traditional at present still can not be participated in user is static or video class, brand visual angle are dynamic Passive form based on state content, user can not establish the required individual character concern point of interest for understanding brand, can not participate in and be formed There is cognition blind area to brand core or key value in effective interaction cognition, need the weight by similar or close similar brand Compound ratio compared with and user experience exchange and to form decision references；Third party's statistical data shows that online shopping need to pay close attention to such Between four similar products of type product, comprehensive selection cognitive Decision can be formed by averagely opening 150 pages, and time-consuming is about The shopping process of completion in 30-45 minutes significantly increases the time cost of user, reduces Brand Experience satisfaction；Brand Side is to user access activity and happiness malice by can not know, it is difficult to meet and improve efficiency purpose for user；

By brand multi-dimensional data information by virtual three-dimensional exhibition method, for user provide can with contact material object class As interactive mode, allow user it is spontaneous it is leading understood by user perspective needed for the content of brand promoted and convert；And it is dynamic in solid Interactive variable parameter can voluntarily be participated in by being added in state displaying, comprehensive can not only be generated to brand when user pays close attention to brand Cognition, while being adjusted by correlated variables parameter, and combine the text-to-speech interaction of interactive process, to realize user to product The interaction of board potential demand personality behavior.

Traditional Brand marketing chain is at high cost to the market survey mode of brand, can not provide for brand real-time and really have The user feedback of effect compares the user's habit and corresponding behavior pattern of same type by data gather computer device learning intelligence, The concern point focusing for meeting similar user is provided for user and is presented, the visual interactive for promoting user satisfaction solves application；It is logical It crosses and forms exclusive label in conjunction with user behavior and the interaction meaning of one's words, while existing user behavior data being accumulated, in conjunction with artificial intelligence The machine AI learning functionality of energy algorithm is satisfied with brand and realizes the artificial intelligence application of intelligent marketing to intelligence manufacture, is user It promotes the machine learning based on brand user to show and recommend to feed back, and brand is realized that the user before production really needs The industrial applications such as simulation training and the emulation experiment asked investigation, and may extend into educational training field solve quick brand core Heart value cognition transmitting, reduces the understanding cognition time cost of the simple repeatability of user.

Summary of the invention:

The present invention passes through SaaS cloud by brand solid show end, brand dynamic interaction and user behavior grasping end, gently The production of quantization digital content buries dot system with data acquisition, and user behavior AI is compared, and intelligent algorithm decision system and system AI increase It is worth flexible customization service system, IP content share tool and extension application, totally seven big cores constitute Brand Service application Matrix.

Brand solid show end: using the Lightweight Technology system without user terminal installation, can be for presenting passes through Mail or wechat link insertion, or the light application for waiting nonsystematics installation is scanned the two-dimensional code, equally but it is not limited to brand official website Or the different form electric business or non-commercial applications based on the end PC or mobile terminal that third party provides, and can be provided for the brand The formats display carriers such as interactive or water conservancy diversion Web or H5；It is also possible to the forms such as the APP for needing software program to install or small routine, Including the media vehicles such as public number of wechat and digital signage, mutual formation water conservancy diversion intersected with each other between various media；It is satisfied with user By way of different media vehicles and brand are realized and are linked up.

Brand dynamic interaction and user behavior grasping end: being the application interface based on brand solid show carrier, the module It undertakes the three-dimensional dynamic interaction of brand and shows and apply, by user for respective action produced by the brand, by having been established pair The digitized contents Real-time Feedbacks such as the identical graph image of the brand answered are presented；And by user for formation needed for certain brand Behavior including but not limited to carries out the functions such as motion capture by text-to-speech and the related association meaning of one's words being capable of forming.

The production of lightweight digital content buries dot system with data acquisition: being that brand foundation integrates by professional three dimension system Data content exposure model, and by baking and banking up with earth rendering around fixed center, it is generated by certain rotation angle or spatial position change Graphic image file or screening-mode generate have can surround center corresponding angle picture；Equally include but It is not limited to the image graphic that using manual drawing there is certain figure to show, is also possible to using different technologies software process quality Digitize the virtual display content of similar pattern image；The content of these graph images is convertible into, there is brand identity member The format of the graph image visual of element, including widely used jpg, png, the general formats picture such as gif, or can allow 0 or 1 digital image file of computer identification.

By and IT technology combination, SaaS cloud can be realized digital content or be locally stored interactive display by generating, Be capable of it is three-dimensional be presented production article image apply package file；The core of the technology modules is by the number system of profession The digital content for the digital content that can be interacted, including but not limited to known three-dimensional or the formation of profession 3D software of uniting, According to certain rotation angle or spatial position transformation relation, it is inserted into corresponding data label acquisition and buries a setting, pass through conversion At the digital graphic images mode of corresponding relative spatial location relationship, specialized digital content is formed to the logical of graph image With the conversion of picture digital content；And different angle in future or spatial position establish label and form acquisition and bury a coordinate and be packaged into It can be complete and realizes 360 degree or the file packet of image stereoscopic vision that Arbitrary Rotation can be presented, or includes The digital content computer software application of the contents of the section.

User behavior AI is compared: user is when accessing the displaying application content of the brand, by the way that its autonomous corresponds to is presented The rotation angle that content is formed, the logical relation between any node residence time and different function movement are corresponding The different dimensions such as feature operation establish data label, bury point design by behavioral data and realize crawl；By cloud computing by the use The individual character at family and user's portrait of preference are quickly established, in conjunction with the data learning algorithm for accessing user with existing similar brand Association matching is done, is capable of forming and logic is presented to user optimal on the basis of the brand, changes being shown to for traditional thousand people's one sides Thousand people, thousand face based on user-center is precisely shown.The technology can be applied equally to the use before the non-actual production of product The cognition of product is investigated at family, by different product elements, including i.e. by the product appearance of mass production, and color, function, The application of the different dimensions potential demands such as technology configuration provides user's selection by the presentation of virtualization, solves user to brand While the selection optimization of general character, the analysis for being satisfied with the individual character potential demand of different tagging users forms commercial opportunity.

Intelligent algorithm decision system: according to the knot of the functional modules such as existing historical user's behavioral data algorithm and feedback It closes, the key dimension weight sampled by the user class likelihood data, compares study by different parameters and show that the content of optimization becomes Change or Action logic is recommended, the user experience that can not only improve this brand saves the time, can will equally be based on the user class As access content form the application of associated scene-type and present；Pass through the machine learning algorithm of the fellow users based on the brand With the random algorithm based on the user as a result, the user of formation returns the behavior trend decision feedback content of brand again It returns to brand stereo content and shows interaction platform, passed for the value that user provides quick good Brand Experience and forms conversion It passs.

System AI increment customizes service system to flexible: being carried out by interactive perception and intelligence touching up to the demand to user Data mining algorithm optimization, marketing monitor that visualized management etc. forms the customer analysis of various dimensions；By user's different dimensions The machine learning that data form the algorithm decision system for being satisfied with different user is promoted；Acquired by personality data to be formed it is big The direction different variance data AI is measured, the difference section standardization of the manufacturing link of supply chain, same energy can not only be met Enough data by acquisition, are supplied to the management system interface service of the suppliers such as ERP or CRM, realize whole flexible supply The vector comparison data of chain management is shared, and then forms the production procedure management for being able to solve user personality, by by brand Value be advanced to manufacturing link, form the change business application to brand production model to C2M.

IP content share tool and extension application: it can be directed to user terminal real-time intelligent demand feedback, what is promoted On the basis of user experience, knows more about with approach user really with pent-up demand pain spot, provide effective conversion for brand Rate；By the data analysis of the real demand of a large amount of fellow users, the solution and normalized service of industrial application are formed, Such as the visualization AI interaction of training industry, the cognition blind spot that solving tradition training can not rectify a deviation summarize with from train problems；It passes Chemistry in the K12 education of system compares with certain dangerous Physical Experiment or industrial application and expends the huge presence of resource Certain risk, can be by simulation side by simulating the change of divergence, the users such as different element proportions or physical pressure weight Formula completes the application such as chemical experiment or physics demonstration.

The behavioral data AI analysis that user is grabbed to the front end user behavior of brand, can not only be satisfied with user couple The marketing precision of brand, promotes the experience of user, and the undertone that user can be more formed by the action trail of user needs Ask analysis；On the basis of the extensive behavioral data based on user, by the three-dimensional interactive application of scene-type, except being satisfied with product Outside the marketing at board end, the applications such as the sharing tool of socialization can be more formed as IP content.

Detailed description of the invention:

Attached drawing is a kind of business model and method explanation based on stereoscopic vision interaction and user behavior artificial intelligence application Figure；Across the medium display platform process that accesses is paid close attention to by user, downloading interaction, Yong Huneng are exempted from branded content lightweight in the middle Enough independently to carry out branded content adjustment by variable design parameter, user behavior is established multi-dimensional data formation algorithm by system, It is decision feedback of the user behavior based on big data on the basis of system data AI application；Pass through data grabber and forms brand Flexible vector algorithm meets the new retail applications such as the customization upgraded with experience such as user personality preferences, and forms visualization AI training Instruction and industrial application can more meet the extension such as chemistry and Physics Course interactive application.

1 in its figure, be user have can be to the equipment that branded content accesses；

2, it is branded content display systems, the presentation including content media carrier or software applet, brand official website/electricity Quotient's platform/public number of digital signage/wechat waits communication medias carrier to transmit the display platform of content；

3, it is the data label of the different dimensions such as individual character or behavior that user has；

4, it is that brand can be realized light by professional d-making system or the modes such as stereoscopic shooting and Hand drawing Quantify the technical application mode of solid show；

5, it be by pro digital Content Transformation is the identifiable picture format file such as application end Web or H5；A is dynamic State reciprocal stereo increases variable parameter function in showing, obtains user and brand behavior grabs；

6, it is by the graph image content combination IT technology of profession, independent solid show can be formed by realizing that content is packaged into And the content of lightweight interaction, and data acquisition may be implemented and bury a function system application；

7, it is the historical use data acquisition based on same brand and machine learning algorithm model；

8, it is the different dimensions desensitization label data for collecting existing brand historical user；

9, it is the acquisition of the data such as the dimensions such as region and the line duration of brand historical user；

10, it is user's behavior act corresponding with the visual interactive of brand solid show；

11, it is the respective action of the text-to-speech input in user interaction process；

12, it is the corresponding movement of the behaviors such as user and the associated meaning of one's words logic of brand；

13, it is that user is directed to the angle of brand solid show or the data acquisition of pivoting label at random；

14, being user corresponds to the acquisition of residence time dimensional labels data in different labels；

15, it is the data acquisition of user-association Action logic dimensional labels；

16, it is that user acquires the data of the functional performance dimensional labels of solid show brand；

17, it is based on the real-time behavior AI decision making algorithm system of brand historical user and current family；

18, it is the application in terms of system AI data increment, including scene-type marketing and AI industrial application etc.；

B is the algorithm analysis system being inclined to based on user to brand potential demand；

C is the visualized data service for providing the Defects improvements of manufacture front end for brand and providing；

D is to decompose in flexible customization process by nonstandard, meets the management of supply chain；

E is that the Management System Datas interface such as ERP or CRM is provided for brand flexible supply chain；

F is the service system for meeting the data docking of the front and back end of brand minority's C2M mode flexible production；

G is that the customization service provided for user is shown；

H, be brand be the scene-type that provides of user market IP content etc. can bridge joint community share tool with experiencing；

R is brand precision marketing and product optimization Mode A I Intelligence Feedback；

19, it is that user obtains the experience feedback based on learning training individual character preference.

Specific embodiment:

1/ user passes through the setting with networking with the end PC of certain computing capability or mobile terminal etc. for capableing of autonomous control It is standby, access have the brand official website or show the brand electric business platform and wechat public number, also either digital signage and Content on the lines such as various article tag two-dimensional code scannings are offline intersects carrier and shows end, is satisfied with and forms cognition to brand Purpose demand.

2/ uses interaction end by user, and user can pass through the movement interaction of screen-vision and the multidimensional of text-to-speech Interactive process is spent, and association interaction is formed by the input action either meaning of one's words；Be satisfied with user to concern brand formed it is vertical The cognition of body and various dimensions is experienced, while the parameter for the variable that can be more provided by system, is carried out difference to existing brand and is matched It sets or color etc. is actively engaged in adjustment, the expectation to product oneself individual character preference can not only be met understand performance；It is simultaneously System is by angle position by user to the graph image of the three-dimensional digit content of brand and amplification, the feature operations such as rotation, The contents such as the language and characters being voluntarily actively entered in combination with it, the database acquisition for forming different dimensions are buried a little, and formation is directed to The front end user data acquisition function of the brand.

3/ branded content will merge professional Three-dimensional Simulation System and the shooting of appearance three-dimensional, including but not limited to using Freehandhand-drawing or The display form for the product three-dimensional that other equipment are formed, core value are to meet user to brand appearance and internal structure, The cognition of the different perspectivess such as data parameters formation various dimensions different points of view；By by its not homologous ray or software technology ability The content enough interacted is converted into the graph image content graph specifically comprising brand color, shape and feature referring to data Piece is satisfied with the interactive display of different application scenarios；By these image contents with brand local feature, with different Different data dimension labels is arranged in angle or Space Rotating position, these dimensional labels pass through software system in conjunction with IT technology System, which is formed, is based on the independent package acquisition applications of brand, feeds back in conjunction with the realization decentralization storage of SaaS cloud with corresponding operation, Realize feedback corresponding with user action.

4/ brand initially first shows access, the friendship with user to the brand by the setting of user's conventional cognitive logic step Mutually increase, different data models foundation are carried out from the data in region based on the individual character of historical user by what is be collected into, and And realize that different dimensional end subscriber representation data summarizes and corresponding shows path automatically by machine learning artificial intelligence Algorithm rule provides the data application support of certain maturation to be satisfied with for subsequently accessing user；Base when being accessed by new user The optimization experience mode for meeting the type user is presented in plinth Data Matching.

5/ when user is in the interactive process for paying close attention to the brand, and system is by user behavior and has been arranged three-dimensional based on brand Dimensional labels matching, the model pair based on brand three-dimensional different angles and spatial position change that can be random by user It answers label data to be acquired, and the individual character of user itself and area data user close with history is combined to be compared, formed Random algorithm based on user；By the machine data algorithm for the artificial intelligence that system is realized, constantly learns and automatically update number According to deposit, real-time decision feedback is provided for user, form includes but is not limited to provide to meet its potential demand for user Show the optimization of logical path and effect.

6/ system encloses data, the foundation such as the input content movement of angular region positional relationship and user from brand Around the multi-dimensional data model algorithm of brand, the logic pair of scene-type and characteristics of industry application is combined by way of system AI Than the data-optimized increment of generation system.System is reached by interactive perception and intelligence touching, is inclined to the interaction between different user To with individual character preference etc., the general character and discrepancy of different type user are obtained；To based between the brand either similar brand Marketing access carry out machine intelligence optimization, provide constantly study meet specific user access design；It will similarly manufacture Parts title in the middle is shown the visualized management efficiency for being satisfied with process by visual mode, as standard The screw of part has more than hundreds of specifications and models, and common technology label can not intuitively understand, and visually manufactures process Improved efficiency etc. is realized in management.

Based on user behavior association meaning of one's words AI intelligence, the number of the different dimensions such as user type/time/position can be passed through According in conjunction with the various dimensions algorithm that a large number of users forms the data such as the care note focus of brand, to general character user and user personality The characteristics of formed machine learning decision, be satisfied with the ever-increasing experience satisfaction of user.

7/ by association the meaning of one's words decision making algorithm, can not only Real-time Feedback to user's access entrance end, in conjunction with displaying Displaying promoted experience conversion ratio, can equally change existing production to the market propaganda then sale mode, pass through It allows user to realize the C2M mode of class customization brand virtual display, realizes brand precision marketing and product optimization Mode A I intelligence Value.It is investigated simultaneously by the autonomous truthful data of large user, it is blind to cognition existing for brand either industry to understand user Point by user or is easy cognition acquisition brand advantage by the training courseware of Brand Marketing access on the basis of solid show Point participates in variable parameter design, and trainee is promoted obtaining the cognitive efficiency of AI interaction from by way of training.Similarly may be used With by chemical experiment of the industry either in K12 educational system and physical experiment course in universities, by by the proportion tune of different elements Tradition is needed actual experiment by the mode of whole user voluntarily regulated variable, passes through the virtual demonstration presentation of screen.

Claims (10)

1. graph image 3 d visualization is presented and shows by lightweight digital technology in kind or virtual object, and combine number The variations such as content Difference angles are added corresponding data acquisition and bury a little；User dynamically independently interact with digital content In the process, system acquires user behavior by associated user visual angle behavior act, establishes multi-dimensional data labeling algorithm, forms machine Device learns AI intelligent subscriber meaning of one's words interrelated decision feedback.

2. in kind or virtual object is presented graph image 3 d visualization and is shown by lightweight digital technology according to right (1), And it combines the variations such as digital content Difference angles that corresponding data acquisition is added and buries a little；User moves with digital content In the autonomous interactive process of state, for user in access process, the angle by input text-to-speech and corresponding present graphical image is empty Between position, the variable parameter of setting can also be passed through realize and autonomous participate in interaction；System is adopted by associated user visual angle behavior act Collect user behavior, establish multi-dimensional data labeling algorithm, forms machine learning AI intelligent subscriber meaning of one's words interrelated decision feedback.

3. according to right (1) user by brand official website, medium on the lines such as public number of wechat and electric business platform, including but not limited to Form on the formats line such as Web or H5 is also possible to digital signage and traditional media carrier；In kind or virtual object is passed through into lightweight Digital technology is presented graph image 3 d visualization and shows, and combines the variations such as digital content Difference angles to be added and correspond to Data acquisition bury a little；User carries out in the autonomous interactive process of dynamic with digital content, and system passes through associated user visual angle row User behavior is acquired for movement, establishes multi-dimensional data labeling algorithm, forms machine learning AI intelligent subscriber meaning of one's words interrelated decision Feedback.

4. in kind or virtual object is presented graph image 3 d visualization and is shown by lightweight digital technology according to right (1), And it combines the variations such as digital content Difference angles that corresponding data acquisition is added and buries a little；User moves with digital content In the autonomous interactive process of state, system acquires user behavior by associated user visual angle behavior act, establishes multi-dimensional data label Algorithm realizes machine learning AI intelligent subscriber meaning of one's words interrelated decision feedback, forms the monitoring of marketing access and C2M flexible manufacturing supply Chain visualized management application etc..

5. in kind or virtual object is presented graph image 3 d visualization and is shown by lightweight digital technology according to right (1), And it combines the variations such as digital content Difference angles that corresponding data acquisition is added and buries a little；User moves with digital content In the autonomous interactive process of state, system establishes multi-dimensional data label by user perspective corelation behaviour movement acquisition user behavior Algorithm forms machine learning AI intelligent subscriber meaning of one's words interrelated decision feedback；It is based on the accumulation of user's big data and meets user personality The experience of preference is promoted, and participates in providing C2M mode by simulated scenario formula.

6. in kind or virtual object is presented graph image 3 d visualization and is shown by lightweight digital technology according to right (1), And it combines the variations such as digital content Difference angles that corresponding data acquisition is added and buries a little；User moves with digital content In the autonomous interactive process of state, system establishes multi-dimensional data label by user perspective corelation behaviour movement acquisition user behavior Algorithm forms machine learning AI intelligent subscriber meaning of one's words interrelated decision feedback；It analyzes to form AI's by data of the system to user Increment meets the data statistics to training process blind spot, and being formed, there is behavior to feed back AI visualization training application.

7. in kind or virtual object is presented graph image 3 d visualization and is shown by lightweight digital technology according to right (1), Variable parameter of the user in access process through setting realizes autonomous participation interaction；And combine digital content Difference angles Equal variations are added corresponding data acquisition and bury a little；User carries out in the autonomous interactive process of dynamic with digital content, and system passes through User perspective corelation behaviour movement acquisition user behavior, establishes multi-dimensional data labeling algorithm, forms user's meaning of one's words and be associated with machine Learn AI intelligent decision feedback；The interaction general character of similar brand user is analyzed, is formed and is lacked applied to industry product design Feedback, and the monitoring of marketing access and C2M flexible manufacturing supply chain visualized management are fallen into, user brand satisfaction is effectively promoted.

8. in kind or virtual object is presented graph image 3 d visualization and is shown by lightweight digital technology according to right (1), And it combines the variations such as digital content Difference angles that corresponding data acquisition is added and buries a little；User moves with digital content In the autonomous interactive process of state, system establishes multi-dimensional data label by user perspective corelation behaviour movement acquisition user behavior Algorithm forms machine learning AI intelligent subscriber meaning of one's words interrelated decision feedback；Pass through the focused data focus of similar product user, solution Certainly the differential competition advantage marketing attraction of industry cognition and the orientation of specific aim user are precisely promoted.

9. in kind or virtual object is presented graph image 3 d visualization and is shown by lightweight digital technology according to right (1), And it combines the variations such as digital content Difference angles that corresponding data acquisition is added and buries a little；User moves with digital content In the autonomous interactive process of state, system establishes multi-dimensional data label by user perspective corelation behaviour movement acquisition user behavior Algorithm forms machine learning AI intelligent subscriber meaning of one's words interrelated decision feedback；The technology and business model can be applied to chemistry or object Curricula is managed, variable is arranged in different chemical elements or physical weight and pressure and other parameters, user is satisfied with and passes through virtual side Formula voluntarily changes coherent element proportion or causality condition variation, realizes and interacts experiment to chemistry and Physics Course or industrial application Effect and demonstration.

10. passing through brand official website according to right (1) user, medium can also pass through number on the lines such as public number of wechat and electric business platform Graph image 3 d visualization is presented by kind or virtual object by lightweight digital technology in word label and traditional media carrier It shows, and combines the variations such as digital content Difference angles that corresponding data acquisition is added and bury a little；User with digital content It carries out in the autonomous interactive process of dynamic, system establishes multidimensional degree by user perspective corelation behaviour movement acquisition user behavior According to labeling algorithm, machine learning AI intelligent subscriber meaning of one's words interrelated decision feedback is formed；The different user acquired by system front end Related data, it is possible to provide supply chain contracts management system in manufacturing process is shared, for include but is not limited to ERP or The application software such as CRM or service providing data interface.