CN112215676B - Custom coin pricing method and system - Google Patents
Custom coin pricing method and system Download PDFInfo
- Publication number
- CN112215676B CN112215676B CN202011083944.1A CN202011083944A CN112215676B CN 112215676 B CN112215676 B CN 112215676B CN 202011083944 A CN202011083944 A CN 202011083944A CN 112215676 B CN112215676 B CN 112215676B
- Authority
- CN
- China
- Prior art keywords
- coin
- customized
- printing
- customized coin
- pattern
- 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.)
- Active
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0621—Item configuration or customization
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0278—Product appraisal
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Accounting & Taxation (AREA)
- Theoretical Computer Science (AREA)
- Finance (AREA)
- General Physics & Mathematics (AREA)
- Strategic Management (AREA)
- Development Economics (AREA)
- General Business, Economics & Management (AREA)
- Marketing (AREA)
- Economics (AREA)
- Game Theory and Decision Science (AREA)
- Entrepreneurship & Innovation (AREA)
- Computer Hardware Design (AREA)
- Evolutionary Computation (AREA)
- Geometry (AREA)
- General Engineering & Computer Science (AREA)
- Accessory Devices And Overall Control Thereof (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The application relates to a custom coin pricing method and system, the method draws and/or selects personalized patterns by obtaining basic coins of a customer aiming at a selected theme, and performs image fusion processing on the basic coins and the personalized patterns to obtain coin patterns of custom coins of the customer, thereby realizing that the custom customization of the coins by the customer is conveniently supported by using a computer means; in addition, further based on the simulated printing mode of the simulated printing on the customized coin, the parameter information capable of representing the consumption cost required for printing the customized coin is determined, so that the objective value of the customized coin is mined by utilizing the computer means according to the simulated customized coin production process, and finally the pricing value of the customized coin is generated according to the parameter information capable of representing the consumption cost required for printing the customized coin, and the pricing value of the customized coin can be enabled to follow and represent the objective value of the customized coin.
Description
Technical Field
The application belongs to the technical field of banking business management, and particularly relates to a customized coin pricing method and system.
Background
At present, in order to attract customers to purchase coins, many banks begin to study custom coins of customers, so that customers can be attracted well, however, how to conveniently support individual custom made of the coins by the customers by using a computer means, and mine objective values of different custom coins, reasonably price the coins by combining the mined objective values of the coins by using the computer means, so that the pricing value follows and reflects the objective value of the custom coins per se is a headache problem.
Disclosure of Invention
In view of the foregoing, the present application provides a customized coin pricing method and system for conveniently supporting personalized customization of coins by customers by computer means, and enabling the pricing value of the coins to follow and embody the objective value of the customized coins themselves, so as to at least partially solve the above-mentioned technical problems.
The specific technical scheme is as follows:
a customized coin pricing method comprising:
acquiring personalized patterns drawn and/or selected by a customer for the basic coins of the selected theme;
performing pattern fusion processing on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer;
Based on a simulated printing mode of performing simulated printing on the customized coin, determining parameter information capable of reflecting consumption cost required by printing the customized coin;
and generating the pricing value of the customized coin according to the parameter information.
Optionally, the obtaining the personalized pattern drawn and/or selected by the customer for the base coin of the selected theme includes:
acquiring personalized patterns drawn and/or selected by a customer for basic coins of a selected theme in a coin customization module pre-developed on a mobile banking or an online banking;
the coin customizing module developed in the mobile phone bank or the Internet banking is integrated with preset graphic drawing software.
Optionally, the performing a pattern fusion process on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer includes:
identifying line information in the personalized pattern of the customer through an image identification technology;
scaling lines in the personalized pattern to a size matching the base coin according to the coin size of the base coin;
and integrating the pattern of the basic coin and the scaled personalized pattern into a whole to obtain the coin pattern of the customized coin of the customer.
Optionally, the determining, based on the simulated printing mode for performing the simulated printing on the customized coin, parameter information capable of reflecting the consumption cost required for printing the customized coin includes:
determining line precision when the customized coin is printed according to the scaling of the personalized pattern;
starting a simulated printing process of the customized coin; the simulated printing process comprises at least: executing a full-flow control process involved in printing the customized coin using a computer device;
determining material information required for printing the customized coin and complexity information of the printing process based on the simulated printing process; the parameter information includes the line precision, the material information, and/or the complexity information.
Optionally, the determining, based on the simulated printing process, the material information required for printing the customized coin and the complexity information of the printing process includes:
calculating the running length of each consumable required for printing the customized coin based on the simulated printing process;
determining the length and the type of each consumable consumed by printing the customized coin according to the required running length of each consumable;
Determining the angle adjustment times and the adjustment radian of the printer based on the simulated printing process;
and determining the complexity level of printing the customized coin according to the angle adjustment times and the adjustment radian of the printer.
Optionally, the determining the complexity level of printing the customized coin according to the angle adjustment times and the adjustment radian of the printer includes:
inputting the angle adjustment times and the adjustment radian of the printer into a preset expert system;
the expert system comprises a knowledge base and an inference engine, wherein the knowledge base comprises rule information for determining the complexity level of the customized coin printing according to the angle adjustment times and the adjustment radian of the printer; the inference engine adopts a binary tree searching mode to determine knowledge that patterns of the customized coins are matched in a knowledge base, and determines complexity level of printing the customized coins based on the knowledge that the patterns of the customized coins are matched in the knowledge base;
obtaining the complexity level of printing the customized coins output by the expert system.
Optionally, the generating the pricing value of the customized coin according to the parameter information includes:
Inputting line precision, material information and complexity level during printing corresponding to the customized coin into a pre-constructed artificial intelligent price customization model; the method comprises the steps that an artificial intelligent price customizing model is built by adopting a neural network model, the input of the artificial intelligent price customizing model comprises line precision, material information and complexity level during printing corresponding to a customized coin, the output of the artificial intelligent price customizing model comprises pricing value of the customized coin, and when the artificial intelligent price customizing model is built, the structure of the neural network model is determined according to the number of input and output parameters of a network, and then the number of weight parameters required to be optimized in a genetic algorithm of the neural network model is determined;
and obtaining the pricing value of the customized coin output by the artificial intelligence price customization model.
Optionally, before determining the parameter information capable of reflecting the consumption cost required for printing the customized coin based on the simulated printing mode of performing the simulated printing on the customized coin, the method further includes:
generating a 3D simulation printing effect of the customized coin in a 3D model simulation printing mode, and displaying the 3D simulation printing effect to a customer;
If the instruction information submitted by the customer and used for representing meeting the customization requirement is obtained, triggering the simulation printing mode based on the simulation printing of the customized coin, and determining parameter information capable of representing the consumption cost required by printing the customized coin;
and triggering the step of acquiring the personalized pattern drawn and/or selected by the client for the basic coin of the selected theme if the instruction information submitted by the user and used for indicating that the customization requirement is not met is obtained, so as to update the coin pattern of the customized coin of the client until the instruction information submitted by the client and used for indicating that the customization requirement is met is obtained or the processing flow is exited.
A customized coin pricing system comprising:
the client side is used for acquiring personalized patterns drawn and/or selected by a client aiming at the basic coins of the selected theme and uploading the personalized patterns to the service platform;
a service platform for:
acquiring personalized patterns drawn and/or selected by clients uploaded by clients aiming at basic coins of a selected theme;
performing pattern fusion processing on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer;
Based on a simulated printing mode of performing simulated printing on the customized coin, determining parameter information capable of reflecting consumption cost required by printing the customized coin;
and generating the pricing value of the customized coin according to the parameter information.
Optionally, the client is specifically configured to:
acquiring personalized patterns drawn and/or selected by a customer for basic coins of a selected theme in a coin customization module pre-developed on a mobile banking or an online banking;
the coin customizing module developed in the mobile phone bank or the Internet banking is integrated with preset graphic drawing software.
Optionally, the service platform performs pattern fusion processing on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer, and is specifically configured to:
identifying line information in the personalized pattern of the customer through an image identification technology;
scaling lines in the personalized pattern to a size matching the base coin according to the coin size of the base coin;
and integrating the pattern of the basic coin and the scaled personalized pattern into a whole to obtain the coin pattern of the customized coin of the customer.
Optionally, the service platform is specifically configured to, in determining, based on a simulated printing manner for performing simulated printing on the customized coin, parameter information capable of reflecting consumption cost required for printing the customized coin:
determining line precision when the customized coin is printed according to the scaling of the personalized pattern;
starting a simulated printing process of the customized coin; the simulated printing process comprises at least: executing a full-flow control process involved in printing the customized coin using a computer device;
determining material information required for printing the customized coin and complexity information of the printing process based on the simulated printing process; the parameter information includes the line precision, the material information, and/or the complexity information.
Optionally, the service platform is specifically configured to, based on the simulated printing process, determine material information required for printing the customized coin, and complexity information of the printing process:
calculating the running length of each consumable required for printing the customized coin based on the simulated printing process;
determining the length and the type of each consumable consumed by printing the customized coin according to the required running length of each consumable;
Determining the angle adjustment times and the adjustment radian of the printer based on the simulated printing process;
and determining the complexity level of printing the customized coin according to the angle adjustment times and the adjustment radian of the printer.
Optionally, the service platform is specifically configured to, in determining the complexity level of printing the customized coin according to the number of angle adjustments and the adjustment radian of the printer:
inputting the angle adjustment times and the adjustment radian of the printer into a preset expert system;
the expert system comprises a knowledge base and an inference engine, wherein the knowledge base comprises rule information for determining the complexity level of the customized coin printing according to the angle adjustment times and the adjustment radian of the printer; the inference engine adopts a binary tree searching mode to determine knowledge that patterns of the customized coins are matched in a knowledge base, and determines complexity level of printing the customized coins based on the knowledge that the patterns of the customized coins are matched in the knowledge base;
obtaining the complexity level of printing the customized coins output by the expert system.
Optionally, the service platform is specifically configured to generate the pricing value of the customized coin according to the parameter information:
Inputting line precision, material information and complexity level during printing corresponding to the customized coin into a pre-constructed artificial intelligent price customization model; the method comprises the steps that an artificial intelligent price customizing model is built by adopting a neural network model, the input of the artificial intelligent price customizing model comprises line precision, material information and complexity level during printing corresponding to a customized coin, the output of the artificial intelligent price customizing model comprises pricing value of the customized coin, and when the artificial intelligent price customizing model is built, the structure of the neural network model is determined according to the number of input and output parameters of a network, and then the number of weight parameters required to be optimized in a genetic algorithm of the neural network model is determined;
and obtaining the pricing value of the customized coin output by the artificial intelligence price customization model.
Optionally, before determining the parameter information capable of reflecting the consumption cost required for printing the customized coin based on the simulated printing mode of the simulated printing on the customized coin, the service platform is further configured to:
generating a 3D simulation printing effect of the customized coin in a 3D model simulation printing mode, and displaying the 3D simulation printing effect to a customer;
If the instruction information submitted by the customer and used for representing meeting the customization requirement is obtained, triggering the simulation printing mode based on the simulation printing of the customized coin, and determining parameter information capable of representing the consumption cost required by printing the customized coin;
and triggering the step of acquiring the personalized pattern drawn and/or selected by the client for the basic coin of the selected theme if the instruction information submitted by the user and used for indicating that the customization requirement is not met is obtained, so as to update the coin pattern of the customized coin of the client until the instruction information submitted by the client and used for indicating that the customization requirement is met is obtained or the processing flow is exited.
According to the customized coin pricing method and system, the personalized patterns drawn and/or selected by the customer aiming at the basic coins of the selected theme are obtained, and the basic coins and the personalized patterns are subjected to image fusion processing, so that the coin patterns of the customized coins of the customer are obtained, and the personalized customization of the coins by the customer is conveniently supported by using a computer means; in addition, further based on the simulated printing mode of the simulated printing on the customized coin, the parameter information capable of representing the consumption cost required for printing the customized coin is determined, so that the objective value of the customized coin is mined by utilizing the computer means according to the simulated customized coin production process, and finally the pricing value of the customized coin is generated according to the parameter information capable of representing the consumption cost required for printing the customized coin, and the pricing value of the customized coin can be enabled to follow and represent the objective value of the customized coin.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings that are required to be used in the embodiments or the description of the prior art will be briefly described below, and it is obvious that the drawings in the following description are only embodiments of the present application, and that other drawings can be obtained according to the provided drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic flow chart of a customized coin pricing method according to an embodiment of the application;
FIG. 2 is a schematic diagram of a process for determining parameter information capable of representing cost required for printing customized coins based on an analog printing method according to an embodiment of the present application;
FIG. 3 is a schematic diagram of a process for determining pricing value for customized coins using an artificial intelligence model according to an embodiment of the application;
FIG. 4 is a schematic flow chart of another method for customizing coin pricing according to an embodiment of the present application;
fig. 5 is a schematic structural diagram of a customized coin pricing system according to an embodiment of the application.
Detailed Description
The following description of the embodiments of the present application will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
In order to conveniently support individual customization of coins by a customer by using a computer means, mine objective values of different customized coins, reasonably price the coins by combining the mined objective values of the coins by using the computer means, so that the pricing values follow and reflect the objective values of the customized coins, the application provides a customized coin pricing method and a customized coin pricing system, and the customized coin pricing method and the customized coin pricing system are described in detail through specific embodiments.
Referring to fig. 1, a flow chart of the customized coin pricing method is shown, and the method can be applied to, but not limited to, a background service system at a bank end, as shown in fig. 1, and the method can include the following processing procedures:
step 101, a personalized pattern drawn and/or selected by the customer for the underlying coin of the selected theme is obtained.
The coin can be a commemorative coin made of various materials.
In implementation, a coin customizing module can be developed in advance at clients such as a mobile phone bank, an online bank and the like, and predetermined graphic drawing software, optionally, for example, 3D printer graphic drawing software and the like are integrated in the customizing module so as to support the user to draw personalized coin patterns. The bank end only needs to provide one or more basic coins with the own wanted theme, and the design of detail lines is not needed for the coins.
The customer may draw his own desired personalized pattern in the drawing software according to the requirements, optionally, for example, drawing his own desired personalized pattern on a base coin, etc. In addition, the client can select the favorite pattern from the local equipment end or the network.
The personalized pattern drawn or selected may include, but is not limited to: graphics, characters, signatures, or a combination of any of these.
After the drawing and/or selection of the required personalized pattern are completed, the customer can further upload the drawn and/or selected personalized pattern to a background service system at the bank end through the customization module.
The background service system at the bank end obtains the personalized pattern drawn and/or selected by the customer aiming at the basic coin of the selected theme, and generates the coin pattern of the customized coin and follows the pricing process of the objective value of the coin for the customer based on the obtained personalized pattern.
And 102, performing pattern fusion processing on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer.
Specifically, line information in the personalized pattern of the customer can be identified through an image identification technology; scaling lines in the personalized pattern to a size matching the base coin according to the coin size of the base coin; and integrating the pattern of the basic coin and the scaled personalized pattern into a whole to obtain the coin pattern of the customized coin of the customer.
And step 103, determining parameter information capable of reflecting the consumption cost required for printing the customized coin based on a simulated printing mode for performing simulated printing on the customized coin.
The printing of the customized coin essentially means the production of the customized coin, and can embody the parameter information of the consumption cost required for printing the customized coin, namely the parameter information of the consumption cost required for producing the customized coin.
The parameter information may include, but is not limited to: line accuracy when printing the customized coin, material information required for printing the customized coin, and/or complexity information of the printing process. The material information required by the customized coin is printed, and the type and the length of each consumable material required by the customized coin can be further refined. The material information required by the customized coin and the complexity information of the printing process are essentially reflected, and in general, the simpler the pattern is, the lower the material consumption is, the lower the complexity of the printing process is, and the lower the self value is; conversely, the more complex the pattern, the more complex the material used, the higher the complexity of the printing process and the higher the self-value, and of course, the determination of the self-value of the customized coin should also be combined with consideration of the type of consumable used, such as gold, silver, copper, iron or any combination of different materials therein.
Referring to fig. 2, in step 102, the process of determining parameter information capable of representing the cost required for printing the customized coin based on the analog printing method may include:
and step 201, determining the line precision when the customized coin is printed according to the scaling of the personalized pattern.
The line accuracy when printing the customized coin refers to the line width or line thickness when printing the customized coin.
Step 202, starting a simulated printing process of the customized coin;
wherein the simulated printing process comprises at least: the full flow control process involved in printing the customised coins is performed using a computer device. That is, the printing process of the customized coin is simulated by performing a full-process control process required for printing the customized coin by a printer such as a 3D printer by using a computer device, and in the simulated printing process, the customized coin does not need to be truly printed by using the 3D printer, but the printing process can include, but is not limited to, consumable feeding control involved in the printing process of the customized coin by using the 3D printer, feeding control during consumable operation, adjustment control of different radians for different lines of patterns, different concave-convex degrees of different details, and the like.
Optionally, in the implementation, in the simulated printing process, the 3D effect of the customized coin can be synchronously displayed to the user at the client side to dynamically simulate the printing process.
Step 203, determining the material information required for printing the customized coin and the complexity information of the printing process based on the simulated printing process.
Specifically, the run length of each consumable item required for printing the customized coin can be calculated based on the simulated printing process, and the length and the kind of each consumable item consumed for printing the customized coin can be determined according to the required run length of each consumable item. The material information of the customized coin is characterized based on the length and type of each consumable consumed by printing the customized coin.
Wherein the consumables required for customizing the coin may include, but are not limited to, any one or a combination of several of gold, silver, copper, iron, etc.
In addition, in the process of simulating printing, the angle adjustment times and the adjustment radian of the printer can be obtained, and the complexity level of printing the customized coin is determined according to the angle adjustment times and the adjustment radian of the printer. Complexity information of the printing process is characterized by the complexity level of the print customization coin.
Specifically, the embodiment of the application constructs an expert system comprising a knowledge base and an inference engine in advance. The knowledge base includes rule information for determining complexity level of the customized coin according to the number of angle adjustment times and the adjustment radian of the printer, for example, when the adjustment radian is increased or decreased by a certain range of degrees, the complexity of the customized coin is correspondingly increased or decreased by one or several levels, when the angle adjustment times of the printer is increased or decreased by a certain number of times in the printing process, the complexity of the customized coin is correspondingly increased or decreased by one or several levels, and so on. The inference engine adopts a binary tree searching mode to determine knowledge that patterns of the customized coins are matched in a knowledge base, and determines complexity level of printing the customized coins based on the knowledge that the patterns of the customized coins are matched in the knowledge base.
On the basis, when the angle adjustment times and the adjustment radian of the printer are obtained in the analog printing process, the angle adjustment times and the adjustment radian of the printer can be input into an expert system, and the grade of the printing complexity of the customized coin is obtained through the expert system.
The line precision when the customized coin is printed, the length and the type of each consumable consumed by the customized coin and/or the complexity level of the customized coin are/is printed, which are obtained through the processing procedure, can form parameter information capable of reflecting the cost required by the customized coin printing, and the parameter information can reflect the objective value of the customized coin, so that the objective value of the customized coin is mined.
And 104, generating the pricing value of the customized coin according to the parameter information.
Specifically, referring to fig. 3, the step 104 may be further implemented as a process flow as shown in fig. 3:
step 301, inputting line precision, material information and complexity level of printing corresponding to the customized coin into a pre-constructed artificial intelligent price customization model;
the method comprises the steps that an artificial intelligent price customizing model is built by adopting a neural network model, the input of the artificial intelligent price customizing model comprises line precision, material information and complexity level during printing corresponding to a customized coin, the output of the artificial intelligent price customizing model comprises pricing value of the customized coin, and when the artificial intelligent price customizing model is built, the structure of the neural network model is determined according to the number of input and output parameters of a network, and then the number of weight parameters required to be optimized in a genetic algorithm of the neural network model is determined.
Step 302, obtaining the pricing value of the customized coin output by the artificial intelligence price customization model.
Specifically, the embodiment constructs an artificial intelligent price customizing model in advance, wherein line precision corresponding to the customized coin is printed, material information (such as the type and length of each consumable required by the customized coin) and complexity level during printing are taken as model input, and pricing value of the customized coin such as recommended pricing value is taken as model output.
Wherein the artificial intelligence price customization model is built by adopting a neural network model, such as BP (Back Propagation Neural Network, back propagation/backward propagation) neural network model, and the like. When the artificial intelligent model is constructed, the structure of the neural network model is determined according to the number of input and output parameters (such as the parameters of line precision, material information, complexity level, recommended pricing price and the like) of the network, and then the number of parameters (such as weight parameters) affecting the input and output, which need to be optimized, in the genetic algorithm of the neural network model is determined.
Taking a BP neural network model as an example, the embodiment of the application specifically adopts a three-layer BP neural network comprising an input layer, a hidden layer (hidden layer) and an output layer to finish the coin pricing process conforming to and reflecting the objective value of the customized coin, wherein generally only one hidden layer is needed, the number of hidden layers does not exceed three, the number of hidden layer nodes can be determined by adopting a trial and error method, and the number of parameters (such as weight parameters) influencing the input and output of each hidden layer node in the hidden layer is determined by combining the number of input and output parameters corresponding to the customized coin according to the line precision, the material information, the complexity level during printing and the pricing value, so as to determine the structure of the neural network model.
Meanwhile, past historical data (such as historical printing data comprising or representing the printing line precision, material information and printing complexity information of the coin) are collected, a data set for model training and verification is obtained by combining manual experience analysis and judgment of the price of the coin, and on the basis, model training and verification are carried out by utilizing the obtained data set and based on the determined model structure, and finally an effective model is obtained.
After a series of information such as line precision, material information and complexity level during printing corresponding to the customized coin is obtained based on the simulated printing process, the information is input into the pre-constructed artificial intelligent price customization model, the pricing value output by the model can be directly obtained, and the background service system at the bank end can easily understand that the cost required to be consumed by the customized coin can be embodied due to the series of information such as the line precision, the material information and the complexity level during printing corresponding to the customized coin, and the objective value of the customized coin can be reflected correspondingly, so that the artificial intelligent price customization model can finally output the pricing value which can conform to and embody the objective value of the customized coin based on the information.
According to the customized coin pricing method provided by the embodiment of the application, the personalized patterns drawn and/or selected by the client aiming at the basic coins of the selected theme are obtained, and the basic coins and the personalized patterns are subjected to image fusion processing to obtain the coin patterns of the customized coins of the client, so that the personalized customization of the coins by the client is conveniently supported by using a computer means; in addition, the parameter information capable of representing the consumption cost required for printing the customized coin is determined based on the simulated printing mode of the simulated printing of the customized coin, so that the objective value of the customized coin is mined according to the simulated customized coin production process by using the computer means, and finally the pricing value of the customized coin is generated according to the parameter information capable of representing the consumption cost required for printing the customized coin, and the pricing value of the customized coin can be enabled to follow and represent the objective value of the coin.
In another alternative implementation, as shown in fig. 4, the customized coin pricing method of the present application may further include the following processing before step 103 of the flow shown in fig. 1:
and 401, generating a 3D simulation printing effect of the customized coin in a 3D model simulation printing mode, and displaying the 3D simulation printing effect to a customer.
Specifically, the bank end background service system receives personalized patterns drawn and/or selected and submitted by the customer, fuses the personalized patterns with basic coin patterns of the selected theme, and after obtaining coin patterns of the customized coins of the customer, can simulate and print the coin patterns of the customized coins through a 3D model according to the precision of the 3D printer, namely the width and the shape of the lines and the printing sequence of the patterns, and displays the simulated printing effect to the customer for the customer to confirm whether the customer is satisfied.
Step 402, judging whether to obtain indication information submitted by a client and used for indicating that the customization requirement is met;
wherein, based on the simulated printing effect displayed, if the customer feels satisfied, the indication information for indicating that the customization requirement is satisfied may be submitted, for example, click on a "satisfied" or "yes", "confirm" button displayed on the custom page of the customer, or otherwise, if the customer feels dissatisfied, the indication information for indicating that the customization requirement is not satisfied may be submitted accordingly, for example, click on a "dissatisfied" or "no", "cancel" button displayed on the custom page of the customer, or the like.
Step 403, if the instruction information submitted by the customer and used for indicating that the customization requirement is met is obtained, triggering the simulation printing mode based on the simulation printing of the customized coin, and determining parameter information capable of reflecting the consumption cost required by printing the customized coin;
Step 404, if the instruction information submitted by the user and used for indicating that the customization requirement is not met is obtained, triggering the step of obtaining the personalized pattern drawn and/or selected by the client for the basic coin of the selected theme, so as to update the coin pattern of the customized coin of the client until the instruction information submitted by the client and used for indicating that the customization requirement is met is obtained or the processing flow is exited.
In the case that the customer is not satisfied, the method can return to continue to modify the personalized pattern until the customer is satisfied and continue to execute the subsequent pricing process flow or exit the customizing and pricing flow of the coin.
According to the embodiment, the coin patterns of the customized coins are simulated and printed through the 3D model according to the precision of the 3D printer, namely the width of the lines and the shapes of the lines, and the simulated printing effect is displayed to the client, and is confirmed or continuously modified by the client, so that the personalized customizing effect of the client in coin customization can be further improved, and the user experience in the process of pricing the customized coins can be further improved.
Corresponding to the above-mentioned customized coin counting method, the embodiment of the present application further provides a customized coin counting system, referring to the schematic structural diagram of the system shown in fig. 5, the system includes:
A client 501, configured to obtain a personalized pattern drawn and/or selected by a customer for a basic coin of a selected theme, and upload the personalized pattern to a service platform;
service platform 502 for:
acquiring personalized patterns drawn and/or selected by clients uploaded by clients aiming at basic coins of a selected theme;
performing pattern fusion processing on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer;
based on a simulated printing mode of performing simulated printing on the customized coin, determining parameter information capable of reflecting consumption cost required by printing the customized coin;
and generating the pricing value of the customized coin according to the parameter information.
Specifically, the client 501 may be implemented in a form of a mobile banking or an internet banking.
The service platform 502 may be a service platform provided by a bank end background system and at least used for online personalized customization of coins to clients and coin pricing processing following and reflecting objective values of customized coins.
In an alternative implementation of the embodiment of the present application, the client 501 is specifically configured to:
acquiring personalized patterns drawn and/or selected by a customer for basic coins of a selected theme in a coin customization module pre-developed on a mobile banking or an online banking;
The coin customizing module developed in the mobile phone bank or the Internet banking is integrated with preset graphic drawing software.
In an alternative implementation manner of the embodiment of the present application, in terms of performing a pattern fusion process on the basic coin and the personalized pattern, the service platform 502 is specifically configured to:
identifying line information in the personalized pattern of the customer through an image identification technology;
scaling lines in the personalized pattern to a size matching the base coin according to the coin size of the base coin;
and integrating the pattern of the basic coin and the scaled personalized pattern into a whole to obtain the coin pattern of the customized coin of the customer.
In an alternative implementation manner of the embodiment of the present application, the service platform 502 is specifically configured to determine, based on a simulated printing manner for performing simulated printing on the customized coin, parameter information capable of reflecting consumption cost required for printing the customized coin:
determining line precision when the customized coin is printed according to the scaling of the personalized pattern;
starting a simulated printing process of the customized coin; the simulated printing process comprises at least: executing a full-flow control process involved in printing the customized coin using a computer device;
Determining material information required for printing the customized coin and complexity information of the printing process based on the simulated printing process; the parameter information includes the line precision, the material information, and/or the complexity information.
In an alternative implementation of the embodiment of the present application, the service platform 502 is specifically configured to, based on the simulated printing process, determine the material information required for printing the customized coin, and the complexity information of the printing process:
calculating the running length of each consumable required for printing the customized coin based on the simulated printing process;
determining the length and the type of each consumable consumed by printing the customized coin according to the required running length of each consumable;
determining the angle adjustment times and the adjustment radian of the printer based on the simulated printing process;
and determining the complexity level of printing the customized coin according to the angle adjustment times and the adjustment radian of the printer.
In an alternative implementation of the embodiment of the present application, the service platform 502 is specifically configured to determine a complexity level of printing the customized coin according to the number of angle adjustments and the adjustment radian of the printer:
Inputting the angle adjustment times and the adjustment radian of the printer into a preset expert system;
the expert system comprises a knowledge base and an inference engine, wherein the knowledge base comprises rule information for determining the complexity level of the customized coin printing according to the angle adjustment times and the adjustment radian of the printer; the inference engine adopts a binary tree searching mode to determine knowledge that patterns of the customized coins are matched in a knowledge base, and determines complexity level of printing the customized coins based on the knowledge that the patterns of the customized coins are matched in the knowledge base;
obtaining the complexity level of printing the customized coins output by the expert system.
In an alternative implementation of the embodiment of the present application, the service platform 502 is specifically configured to generate the pricing value of the customized coin according to the parameter information:
inputting line precision, material information and complexity level during printing corresponding to the customized coin into a pre-constructed artificial intelligent price customization model; the method comprises the steps that an artificial intelligent price customizing model is built by adopting a neural network model, the input of the artificial intelligent price customizing model comprises line precision, material information and complexity level during printing corresponding to a customized coin, the output of the artificial intelligent price customizing model comprises pricing value of the customized coin, and when the artificial intelligent price customizing model is built, the structure of the neural network model is determined according to the number of input and output parameters of a network, and then the number of weight parameters required to be optimized in a genetic algorithm of the neural network model is determined;
And obtaining the pricing value of the customized coin output by the artificial intelligence price customization model.
In an alternative implementation of the embodiment of the present application, before determining, based on the simulated printing manner of the simulated printing on the customized coin, the service platform 502 is further configured to:
generating a 3D simulation printing effect of the customized coin in a 3D model simulation printing mode, and displaying the 3D simulation printing effect to a customer;
if the instruction information submitted by the customer and used for representing meeting the customization requirement is obtained, triggering the simulation printing mode based on the simulation printing of the customized coin, and determining parameter information capable of representing the consumption cost required by printing the customized coin;
and triggering the step of acquiring the personalized pattern drawn and/or selected by the client for the basic coin of the selected theme if the instruction information submitted by the user and used for indicating that the customization requirement is not met is obtained, so as to update the coin pattern of the customized coin of the client until the instruction information submitted by the client and used for indicating that the customization requirement is met is obtained or the processing flow is exited.
Since the customized coin rating system according to the embodiment of the present application corresponds to the customized coin rating method according to the corresponding embodiment, the description is relatively simple, and the relevant similarities are found in the description of the customized coin rating method according to the corresponding embodiment, and will not be described in detail.
In summary, the customized coin pricing method and system provided by the embodiment of the application have the following technical advantages:
1) The personalized customization of the coin by the customer is conveniently supported by using a computer means;
2) The objective value of the customized coin is mined according to the simulated customized coin production process by utilizing a computer means, and finally, the pricing value of the customized coin can follow and embody the objective value of the customized coin;
3) According to the information such as the line precision, the material consumption, the pattern complexity and the like of the printed coin, a recommended charging value is given to a customer by means of an artificial intelligent model, so that customized prices can be given differently according to different customized coins of a customized customer, the user can not feel unfair due to different patterns, different materials and consistent charging, and the product sales is facilitated.
It should be noted that, in the present specification, each embodiment is described in a progressive manner, and each embodiment is mainly described as different from other embodiments, and identical and similar parts between the embodiments are all enough to be referred to each other.
For convenience of description, the above system or apparatus is described as being functionally divided into various modules or units, respectively. Of course, the functions of each element may be implemented in the same piece or pieces of software and/or hardware when implementing the present application.
From the above description of embodiments, it will be apparent to those skilled in the art that the present application may be implemented in software plus a necessary general hardware platform. Based on such understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a storage medium, such as a ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the embodiments or some parts of the embodiments of the present application.
Finally, it is further noted that relational terms such as first, second, third, fourth, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises an element.
The foregoing is merely a preferred embodiment of the present invention and it should be noted that modifications and adaptations to those skilled in the art may be made without departing from the principles of the present invention, which are intended to be comprehended within the scope of the present invention.
Claims (10)
1. A method of customizing coin pricing, comprising:
acquiring personalized patterns drawn and/or selected by a customer for the basic coins of the selected theme;
performing pattern fusion processing on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer;
based on a simulated printing mode of performing simulated printing on the customized coin, determining parameter information capable of reflecting consumption cost required by printing the customized coin;
generating a pricing value of the customized coin according to the parameter information;
wherein, based on the simulation printing mode of performing simulation printing on the customized coin, determining parameter information capable of reflecting consumption cost required for printing the customized coin includes:
determining line precision when the customized coin is printed according to the scaling of the personalized pattern;
starting a simulated printing process of the customized coin; the simulated printing process comprises at least: executing a full-flow control process involved in printing the customized coin using a computer device;
determining material information required for printing the customized coin and complexity information of the printing process based on the simulated printing process; the parameter information comprises the line precision, the material information and/or the complexity information;
The determining, based on the simulated printing process, the material information required to print the customized coin, and the complexity information of the printing process, includes:
calculating the running length of each consumable required for printing the customized coin based on the simulated printing process;
determining the length and the type of each consumable consumed by printing the customized coin according to the required running length of each consumable;
determining the angle adjustment times and the adjustment radian of the printer based on the simulated printing process;
determining the complexity level of printing the customized coin according to the angle adjustment times and the adjustment radian of the printer;
the generating the pricing value of the customized coin according to the parameter information comprises the following steps:
inputting line precision, material information and complexity level during printing corresponding to the customized coin into a pre-constructed artificial intelligent price customization model; the method comprises the steps that an artificial intelligent price customizing model is built by adopting a neural network model, the input of the artificial intelligent price customizing model comprises line precision, material information and complexity level during printing corresponding to a customized coin, the output of the artificial intelligent price customizing model comprises pricing value of the customized coin, and when the artificial intelligent price customizing model is built, the structure of the neural network model is determined according to the number of input and output parameters of a network, and then the number of weight parameters required to be optimized in a genetic algorithm of the neural network model is determined;
And obtaining the pricing value of the customized coin output by the artificial intelligence price customization model.
2. The method of claim 1, wherein the obtaining a personalized pattern drawn and/or selected by a customer for a base coin of a selected theme comprises:
acquiring personalized patterns drawn and/or selected by a customer for basic coins of a selected theme in a coin customization module pre-developed on a mobile banking or an online banking;
the coin customizing module developed in the mobile phone bank or the internet bank in advance is integrated with preset graphic drawing software.
3. The method of claim 1, wherein the performing a pattern fusion process on the base coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer comprises:
identifying line information in the personalized pattern of the customer through an image identification technology;
scaling lines in the personalized pattern to a size matching the base coin according to the coin size of the base coin;
and integrating the pattern of the basic coin and the scaled personalized pattern into a whole to obtain the coin pattern of the customized coin of the customer.
4. The method of claim 3, wherein determining the complexity level of printing the customized coin based on the number of angular adjustments and the amount of arc adjustments of the printer comprises:
inputting the angle adjustment times and the adjustment radian of the printer into a preset expert system;
the expert system comprises a knowledge base and an inference engine, wherein the knowledge base comprises rule information for determining the complexity level of the customized coin printing according to the angle adjustment times and the adjustment radian of the printer; the inference engine adopts a binary tree searching mode to determine knowledge that patterns of the customized coins are matched in a knowledge base, and determines complexity level of printing the customized coins based on the knowledge that the patterns of the customized coins are matched in the knowledge base;
obtaining the complexity level of printing the customized coins output by the expert system.
5. The method of claim 1, further comprising, prior to the determining parameter information capable of representing a cost required to print the customized coin based on the simulated printing mode for the simulated printing of the customized coin:
Generating a 3D simulation printing effect of the customized coin in a 3D model simulation printing mode, and displaying the 3D simulation printing effect to a customer;
if the instruction information submitted by the customer and used for representing meeting the customization requirement is obtained, triggering the simulation printing mode based on the simulation printing of the customized coin, and determining parameter information capable of representing the consumption cost required by printing the customized coin;
and triggering the step of acquiring the personalized pattern drawn and/or selected by the client for the basic coin of the selected theme if the instruction information submitted by the user and used for indicating that the customization requirement is not met is obtained, so as to update the coin pattern of the customized coin of the client until the instruction information submitted by the client and used for indicating that the customization requirement is met is obtained or the processing flow is exited.
6. A customized coin pricing system, comprising:
the client side is used for acquiring personalized patterns drawn and/or selected by a client aiming at the basic coins of the selected theme and uploading the personalized patterns to the service platform;
a service platform for:
acquiring personalized patterns drawn and/or selected by clients uploaded by clients aiming at basic coins of a selected theme;
Performing pattern fusion processing on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer;
based on a simulated printing mode of performing simulated printing on the customized coin, determining parameter information capable of reflecting consumption cost required by printing the customized coin;
generating a pricing value of the customized coin according to the parameter information;
the service platform determines parameter information capable of reflecting consumption cost required by printing the customized coin based on a simulated printing mode of performing simulated printing on the customized coin, and is specifically used for:
determining line precision when the customized coin is printed according to the scaling of the personalized pattern;
starting a simulated printing process of the customized coin; the simulated printing process comprises at least: executing a full-flow control process involved in printing the customized coin using a computer device;
determining material information required for printing the customized coin and complexity information of the printing process based on the simulated printing process; the parameter information comprises the line precision, the material information and/or the complexity information;
The service platform is specifically used for determining the material information required by printing the customized coin and the complexity information of the printing process based on the simulated printing process, and is used for:
calculating the running length of each consumable required for printing the customized coin based on the simulated printing process;
determining the length and the type of each consumable consumed by printing the customized coin according to the required running length of each consumable;
determining the angle adjustment times and the adjustment radian of the printer based on the simulated printing process;
determining the complexity level of printing the customized coin according to the angle adjustment times and the adjustment radian of the printer;
the service platform is specifically used for generating the pricing value of the customized coin according to the parameter information:
inputting line precision, material information and complexity level during printing corresponding to the customized coin into a pre-constructed artificial intelligent price customization model; the method comprises the steps that an artificial intelligent price customizing model is built by adopting a neural network model, the input of the artificial intelligent price customizing model comprises line precision, material information and complexity level during printing corresponding to a customized coin, the output of the artificial intelligent price customizing model comprises pricing value of the customized coin, and when the artificial intelligent price customizing model is built, the structure of the neural network model is determined according to the number of input and output parameters of a network, and then the number of weight parameters required to be optimized in a genetic algorithm of the neural network model is determined;
And obtaining the pricing value of the customized coin output by the artificial intelligence price customization model.
7. The system of claim 6, wherein the client is specifically configured to:
acquiring personalized patterns drawn and/or selected by a customer for basic coins of a selected theme in a coin customization module pre-developed on a mobile banking or an online banking;
the coin customizing module developed in the mobile phone bank or the internet bank in advance is integrated with preset graphic drawing software.
8. The system of claim 6, wherein the service platform is configured to perform a pattern fusion process on the base coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer, specifically configured to:
identifying line information in the personalized pattern of the customer through an image identification technology;
scaling lines in the personalized pattern to a size matching the base coin according to the coin size of the base coin;
and integrating the pattern of the basic coin and the scaled personalized pattern into a whole to obtain the coin pattern of the customized coin of the customer.
9. The system of claim 8, wherein the service platform is configured to determine a complexity level of printing the customized coin based on the number of angular adjustments and the amount of radians of the printer, and is configured to:
Inputting the angle adjustment times and the adjustment radian of the printer into a preset expert system;
the expert system comprises a knowledge base and an inference engine, wherein the knowledge base comprises rule information for determining the complexity level of the customized coin printing according to the angle adjustment times and the adjustment radian of the printer; the inference engine adopts a binary tree searching mode to determine knowledge that patterns of the customized coins are matched in a knowledge base, and determines complexity level of printing the customized coins based on the knowledge that the patterns of the customized coins are matched in the knowledge base;
obtaining the complexity level of printing the customized coins output by the expert system.
10. The system of claim 6, wherein the service platform is further configured to, prior to determining the parameter information capable of representing the cost of consumption required to print the customized coin based on the simulated printing of the customized coin:
generating a 3D simulation printing effect of the customized coin in a 3D model simulation printing mode, and displaying the 3D simulation printing effect to a customer;
if the instruction information submitted by the customer and used for representing meeting the customization requirement is obtained, triggering the simulation printing mode based on the simulation printing of the customized coin, and determining parameter information capable of representing the consumption cost required by printing the customized coin;
And triggering the step of acquiring the personalized pattern drawn and/or selected by the client for the basic coin of the selected theme if the instruction information submitted by the user and used for indicating that the customization requirement is not met is obtained, so as to update the coin pattern of the customized coin of the client until the instruction information submitted by the client and used for indicating that the customization requirement is met is obtained or the processing flow is exited.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011083944.1A CN112215676B (en) | 2020-10-12 | 2020-10-12 | Custom coin pricing method and system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011083944.1A CN112215676B (en) | 2020-10-12 | 2020-10-12 | Custom coin pricing method and system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN112215676A CN112215676A (en) | 2021-01-12 |
| CN112215676B true CN112215676B (en) | 2023-09-22 |
Family
ID=74052641
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202011083944.1A Active CN112215676B (en) | 2020-10-12 | 2020-10-12 | Custom coin pricing method and system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112215676B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118212025A (en) * | 2024-01-23 | 2024-06-18 | 凝动万生医疗科技(武汉)有限公司 | Personalized customization generation method and system for artistic souvenir |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2013119207A1 (en) * | 2012-02-07 | 2013-08-15 | Hewlett-Packard Development Company, L.P. | Simulated print demand |
| CN108305095A (en) * | 2017-12-22 | 2018-07-20 | 杭州先临三维云打印技术有限公司 | Three dimensional model printing Cost Estimation and device |
| CN108454114A (en) * | 2017-02-20 | 2018-08-28 | 浙江理工大学 | A kind of customization platform and its method for customizing for 3D printing |
| CN109304462A (en) * | 2018-09-19 | 2019-02-05 | 东莞市精微新材料有限公司 | A kind of manufacturing process of noble metal commemorative coin, souvenir badge |
| CN109410015A (en) * | 2018-11-09 | 2019-03-01 | 郑州匹客科技有限公司 | A kind of large-scale customization system based on cloud platform |
| CN109427003A (en) * | 2017-09-04 | 2019-03-05 | 宝钢金属有限公司 | A kind of N2N mode customized metal container package product customization method and system |
-
2020
- 2020-10-12 CN CN202011083944.1A patent/CN112215676B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2013119207A1 (en) * | 2012-02-07 | 2013-08-15 | Hewlett-Packard Development Company, L.P. | Simulated print demand |
| CN108454114A (en) * | 2017-02-20 | 2018-08-28 | 浙江理工大学 | A kind of customization platform and its method for customizing for 3D printing |
| CN109427003A (en) * | 2017-09-04 | 2019-03-05 | 宝钢金属有限公司 | A kind of N2N mode customized metal container package product customization method and system |
| CN108305095A (en) * | 2017-12-22 | 2018-07-20 | 杭州先临三维云打印技术有限公司 | Three dimensional model printing Cost Estimation and device |
| CN109304462A (en) * | 2018-09-19 | 2019-02-05 | 东莞市精微新材料有限公司 | A kind of manufacturing process of noble metal commemorative coin, souvenir badge |
| CN109410015A (en) * | 2018-11-09 | 2019-03-01 | 郑州匹客科技有限公司 | A kind of large-scale customization system based on cloud platform |
Also Published As
| Publication number | Publication date |
|---|---|
| CN112215676A (en) | 2021-01-12 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11734747B2 (en) | Contextual set selection | |
| CN111767466B (en) | Recommendation information recommendation method and device based on artificial intelligence and electronic equipment | |
| US9858605B2 (en) | Methods and apparatus for generating a unique virtual item | |
| CN108454114A (en) | A kind of customization platform and its method for customizing for 3D printing | |
| US20220101420A1 (en) | Computer-implemented methods and system for customized interactive image collection based on customer data | |
| WO2010024697A1 (en) | Methods, apparatus and systems for determining an adjustment value of a gaming device | |
| KR102132714B1 (en) | System and method for providing related services of immersive virtual fitting | |
| CN107015659A (en) | A kind of virtual try-in method of wrist-watch and system | |
| US11244382B1 (en) | Computer-implemented method and system for auto-generation of multi-merchant interactive image collection | |
| CN112215676B (en) | Custom coin pricing method and system | |
| US20230360107A1 (en) | Systems and methods for dynamically definable gift objects | |
| KR20190134967A (en) | Promotional image improvement apparatus and method in online shopping mall using artificial intelligence | |
| Liu et al. | Development of a new cultural design process using Kansei engineering and fuzzy techniques: A case study in Mazu crown design | |
| CN112215915B (en) | Custom coin pricing method and system | |
| KR102485874B1 (en) | AR Vision Service System to Prevent Failure Cost | |
| Zhang et al. | A holistic assessment of eWOM management effectiveness with agent-based modeling | |
| KR102149728B1 (en) | Method and system for extracting user-centered design guides of products through artificial intelligence | |
| CN116883115A (en) | Commodity personalized customization method, platform and business model based on artificial intelligence | |
| JP7450241B2 (en) | Information processing devices, information processing systems, and learning devices | |
| KR20230171250A (en) | System and method for manufacturing customized container label including personal identification information | |
| Surnin et al. | Adaptive analysis of merchant big data | |
| CN112214812B (en) | Coin customization method and system | |
| Vinothkumar et al. | Predictions Of Consumer Behaviour And Their Impact On Visual Merchandising Using Combined Machine Learning Concept | |
| JP7502541B1 (en) | Mass customization community system and computer program | |
| Charles | Creativity and Innovation for Branded and Ready-to-wear Fashion |
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 |