CN112215915B - Custom coin pricing method and system - Google Patents
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- 238000007639 printing Methods 0.000 claims abstract description 187
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- RYGMFSIKBFXOCR-UHFFFAOYSA-N Copper Chemical compound [Cu] RYGMFSIKBFXOCR-UHFFFAOYSA-N 0.000 description 2
- BQCADISMDOOEFD-UHFFFAOYSA-N Silver Chemical compound [Ag] BQCADISMDOOEFD-UHFFFAOYSA-N 0.000 description 2
- 229910052802 copper Inorganic materials 0.000 description 2
- 239000010949 copper Substances 0.000 description 2
- PCHJSUWPFVWCPO-UHFFFAOYSA-N gold Chemical compound [Au] PCHJSUWPFVWCPO-UHFFFAOYSA-N 0.000 description 2
- 229910052737 gold Inorganic materials 0.000 description 2
- 239000010931 gold Substances 0.000 description 2
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/20—Drawing from basic elements, e.g. lines or circles
- G06T11/206—Drawing of charts or graphs
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B33—ADDITIVE MANUFACTURING TECHNOLOGY
- B33Y—ADDITIVE MANUFACTURING, i.e. MANUFACTURING OF THREE-DIMENSIONAL [3-D] OBJECTS BY ADDITIVE DEPOSITION, ADDITIVE AGGLOMERATION OR ADDITIVE LAYERING, e.g. BY 3-D PRINTING, STEREOLITHOGRAPHY OR SELECTIVE LASER SINTERING
- B33Y50/00—Data acquisition or data processing for additive manufacturing
- B33Y50/02—Data acquisition or data processing for additive manufacturing for controlling or regulating additive manufacturing processes
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
- G06T3/4084—Scaling of whole images or parts thereof, e.g. expanding or contracting in the transform domain, e.g. fast Fourier transform [FFT] domain scaling
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
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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, based on the simulated printing mode of the simulated printing of the customized coin, the characteristic parameter information capable of reflecting the complexity of the customized coin is determined, and the higher the complexity of the customized coin is, the higher the potential value of the customized coin is, so that the objective value of the customized coin is mined according to the simulated customized coin production process by using a computer means, and finally, the corresponding pricing value is generated for the customized coin according to the complexity information of the customized coin, so that the pricing value of the customized coin follows and reflects 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;
Determining characteristic parameter information capable of reflecting the complexity of the customized coin based on a simulated printing mode for performing simulated printing on the customized coin;
determining complexity information of the customized coin based on the characteristic parameter information;
and generating the pricing value of the customized coin according to the complexity 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 bank in advance 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 a simulated printing manner of performing simulated printing on the customized coin, characteristic parameter information capable of embodying complexity of 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 posture adjustment information of a printer in the printing process based on the simulated printing process; the characteristic parameter information comprises the line precision, the material information and/or the posture adjustment information of the printer.
Optionally, the determining, based on the simulated printing process, the material information required for printing the customized coin and the posture adjustment information of the printer in 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;
the number of degrees of radians each time the printer rotates and the number of degrees of each radian rotated during printing of the customized coin are determined based on the simulated printing process.
Optionally, the determining complexity information of the customized coin based on the characteristic parameter information includes:
classifying the complexity of the customized coin based on the line precision, the material information and the posture adjustment information of the printer in the printing process of the customized coin to obtain the probability that the customized coin respectively belongs to each preset complexity level;
and determining a target complexity level with the maximum probability, and determining the target complexity level as the complexity level of the customized coin.
Optionally, the generating the pricing value of the customized coin according to the complexity information includes:
acquiring corresponding relations between different preset complexity levels and different pricing values;
and determining a target pricing value corresponding to the target complexity level based on the corresponding relation as the pricing value of the customized coin.
Optionally, before determining the characteristic parameter information capable of embodying the complexity of the customized coin based on the analog printing mode of analog 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 characteristic parameter information capable of representing the complexity of 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 background;
Service background 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;
determining characteristic parameter information capable of reflecting the complexity of the customized coin based on a simulated printing mode for performing simulated printing on the customized coin;
determining complexity information of the customized coin based on the characteristic parameter information;
and generating the pricing value of the customized coin according to the complexity 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 bank in advance is integrated with preset graphic drawing software.
Optionally, the service background is specifically configured to, in terms of 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:
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 background is specifically configured to determine, based on a simulated printing manner of performing simulated printing on the customized coin, characteristic parameter information capable of reflecting complexity of 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 posture adjustment information of a printer in the printing process based on the simulated printing process; the characteristic parameter information comprises the line precision, the material information and/or the posture adjustment information of the printer.
Optionally, the service background is specifically configured to, based on the simulated printing process, determine material information required for printing the customized coin, and posture adjustment information of the printer during 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;
the number of degrees of radians each time the printer rotates and the number of degrees of each radian rotated during printing of the customized coin are determined based on the simulated printing process.
Optionally, the service background is specifically configured to determine complexity information of the customized coin based on the characteristic parameter information:
classifying the complexity of the customized coin based on the line precision, the material information and the posture adjustment information of the printer in the printing process of the customized coin to obtain the probability that the customized coin respectively belongs to each preset complexity level;
and determining a target complexity level with the maximum probability, and determining the target complexity level as the complexity level of the customized coin.
Optionally, the service background is specifically configured to generate the pricing value of the customized coin according to the complexity information:
acquiring corresponding relations between different preset complexity levels and different pricing values;
and determining a target pricing value corresponding to the target complexity level based on the corresponding relation as the pricing value of the customized coin.
Optionally, the service background determines that the customized coin can be embodied based on a simulated printing mode of simulated printing the customized coin
Before the characteristic parameter information of the complexity of (a) is also used for:
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 characteristic parameter information capable of representing the complexity of 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 performing simulated printing on the customized coin, characteristic parameter information capable of representing the complexity of the customized coin is determined, and as the complexity of the customized coin is higher (such as line precision, material consumption, the complexity of the customized coin represented by each dimension such as posture adjustment of a machine during printing/producing the coin, and the like), the potential value of the customized coin is generally higher, thereby realizing mining of the objective value of the customized coin according to the simulated customized coin production process by using a computer means, and finally determining the complexity information of the customized coin according to the characteristic parameter information capable of representing the complexity of the customized coin, and further generating a corresponding pricing value for the customized coin according to the complexity information of the customized coin, so that the pricing value of the customized coin follows and represents 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 characteristic parameter information capable of representing the complexity of a customized coin based on an analog printing method according to an embodiment of the present application;
FIG. 3 is a schematic flow chart of another method for customizing coin pricing according to an embodiment of the present application;
fig. 4 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 characteristic parameter information capable of reflecting the complexity of the customized coin based on a simulated printing mode for performing simulated printing on the customized coin.
While printing the customized coin essentially refers to actually producing the customized coin, the embodiment of the present application proposes the concept of performing analog printing on the customized coin, wherein "performing analog printing on the customized coin" is specifically defined as: the computer device is used for executing the whole flow control process (such as generating and responding to different control instructions for different links in the printing process) involved in the process of printing the customized coins by using a printer (such as a 3D printer), but the printer is not actually controlled by the control process based on the computer, so that the simulated printing of the customized coins is formed, various parameters involved in the process of actually printing the customized coins can be extracted based on the simulated printing process, and the substantial printing of the customized coins by the printer is avoided.
Characteristic parameter information that can embody the complexity of the customized coin can include, but is not limited to: line accuracy of the customized coin (line accuracy when the customized coin is printed), material information required for printing the customized coin, and/or posture adjustment information of the printer during printing. 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 line precision, required material information and the posture adjustment information of the printer in the printing process of the customized coin essentially reflect the complexity degree (the complexity degree of the plane dimension and the three-dimensional dimension) of the pattern of the customized coin, in general, the simpler the pattern is, the less the material is used (the material type is combined), the simpler the posture adjustment of the printer in the printing process is (for example, the less the radian adjustment frequency and/or the radian adjustment amplitude of the printer are/is, and the like), and the lower the complexity degree of the customized hardness is correspondingly indicated, the lower the potential value of the pattern is; conversely, the more complex the pattern, the more complex the material used, the more complex the posture adjustment of the printer (e.g., the more times the radian is adjusted and/or the greater the magnitude of the radian is adjusted) during printing, which correspondingly indicates that the higher the complexity of the customized hardness, the higher the potential value of the pattern itself, and of course, the determination of the value of the customized coin itself should also be combined with consideration of the type of consumable materials used, such as gold, silver, copper, iron or any combination of different materials therein.
Referring to fig. 2, in step 103, the process of determining characteristic parameter information capable of representing the complexity of 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 displayed to the user in a synchronous and visual manner on the basis of the interface display at the server (bank) and/or the client.
Step 203, determining the material information required by printing the customized coin and the posture adjustment information of the printer in 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 simulated printing, the degree of the radian rotated and the number of degrees of each radian rotated when the printer generates radian adjustment each time due to the change of the trend deflection of the lines of the customized patterns and the concave-convex condition of the lines of the customized patterns can be obtained, and the degree of the radian rotated and the number of degrees of each radian rotated when the printer generates radian adjustment each time in the printing process are used as the posture adjustment information of the printer in the process of printing the customized coins.
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 posture adjustment information of the printer in the printing process, which are obtained through the processing process, can form characteristic parameter information capable of reflecting the complexity of the customized coin, and the higher the complexity of the customized coin is, the higher the potential value is, so that the corresponding parameter information can reflect the objective value of the customized coin, and the mining of the objective value of the customized coin is realized.
Step 104, determining the complexity information of the customized coin based on the characteristic parameter information.
Optionally, the step 104 may classify the complexity of the customized coin based on the line precision, the material information and the posture adjustment information of the printer in the printing process of the customized coin, so as to obtain the probability that the customized coin respectively belongs to each predetermined complexity level; and determining a target complexity level with the maximum probability, and determining the target complexity level as the complexity level of the customized coin.
Specifically, as an optional implementation manner, the embodiment of the application classifies the complexity of the coin by means of a naive bayes classification method according to the characteristic parameters (such as line precision of the customized coin, material information and posture adjustment information of a printer in the printing process) capable of reflecting the complexity of the customized coin, so as to obtain the complexity level of the customized coin.
Wherein, when classifying the complexity of the customized coin by means of a naive Bayes classification method according to the characteristic parameters, and determining the complexity level of the customized coin:
let x= { A1, a 2..am } be the characteristic of a customized coin to be classified, ai (where i e 1 (1, 2 … m), i is an integer) be the characteristic attribute of x in a certain dimension, including the line precision of the coin, how much material is used, the number of degrees of radians the printer has rotated during printing, the number of times of each degree of radians, etc.;
meanwhile, assume that the common class set c= (Y1, Y2, Y3, … Yn), yj (where j e 1 (1, 2 … n), j is an integer) represents the complexity level of the customized coin (one level can be understood as one class).
Under the above circumstances, in the embodiment of the present application, the complexity of the customized coin is classified by calculating the probability P (y1|x), P (y2|x) … P (yn|x) of each complexity level of the customized coin in the characteristic condition configured based on the characteristic parameters, using the characteristic parameter information included in the customized coin as a condition, and finally, the complexity level obtained after classifying the customized coin is the complexity level having the highest probability of the corresponding condition.
The key point of the above-mentioned process is that P (Y1|x), P (Y2|x) … P (Yn|x) is obtained by the following method, namely, P (Y2|x) … P (Yn|x):
1) Finding a set of items to be classified with known classification, taking the set as a training sample, namely taking characteristic parameters of past batch customized coins and coin complexity level judged on the batch of past customized coins through manual experience as historical data, and obtaining the existing corresponding relation of x= { A1, A2..Am } and C= (Y1, Y2, Y3, …, yn).
2) And counting to obtain the conditional probability estimation of each characteristic attribute of the past batch customized coins under each class. Namely:
p (a1|y1) P (a2|y1) … P (am|y1), P (a1|y2) P (a2|y2) … P (am|y2), P (a1|yn) P (a2|yn) … P (am|yn), essentially, is the probability of each attribute being calculated under each class of conditions. As in the historical data, the proportion of line accuracy of no more than 1 millimeter is probability in all features of the 7 scale.
3) There are the following derivations according to the bayesian theorem:
p (yi|x) =p (x|yi) P (Yi)/P (x), since the denominator is constant for all classes, only the numerator is required, and the corresponding probability can be obtained through the normalization of the numerator;
P(x|Yi)*P(Yi)＝P(A1|Yi)*P(A2|Yi)*…*P(Am|Yi)*P(Yi)
4)、P(Y1|x)＝P(x|Y1)P(Y1)＝P(A1|Y1)*P(A2|Y1)*…*P(Am|Y1)*P(Y1)；
P(Y2|x)＝P(x|Y2)P(Y2)＝P(A1|Y2)*P(A2|Y2)*…*P(Am|Y2)*P(Y2)；
…
P(Yn|x)＝P(x|Yn)P(Yn)＝P(A1|Yn)*P(A2|Yn)*…*P(Am|Yn)*P(Yn)
5) And determining Yj with the maximum probability value according to P (Y1 |x), P (Y2|x), P (Y3|x), P (Y4|x), P (Y5|x) and P (Y6|x), and obtaining a result grade (complexity grade of the customized coin).
And 105, generating the pricing value of the customized coin according to the complexity information.
Specifically, the correspondence between different complexity levels and different pricing values of the customized coin may be preset, and optionally, for example, a corresponding charging amount is matched for each complexity level through manual experience and data analysis, so as to obtain the correspondence.
On the basis, after obtaining the characteristic parameters of the current customized coin based on the simulation printing and obtaining the complexity level of the customized coin based on a classifier such as naive Bayes, the corresponding relation between different preset complexity levels and different pricing values can be further obtained, the target pricing value corresponding to the target complexity level of the current customized coin is determined based on the corresponding relation, the target pricing value is finally recommended to a customer as the pricing value of the current customized coin, and the customer can print the customized coin after confirming the fee.
It is easy to understand that, because of a series of characteristic parameter information such as line precision, material information and posture adjustment information of the printer in the printing process corresponding to the customized coin, the complexity of the customized coin can be embodied, and the objective value of the customized coin can be correspondingly reflected, so that based on the information, the pricing value which can follow and embody the objective value of the customized coin can be finally output.
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, further based on the simulated printing mode of performing simulated printing on the customized coin, characteristic parameter information capable of representing the complexity of the customized coin is determined, and as the complexity of the customized coin is higher (such as line precision, material consumption, the complexity of the customized coin represented by each dimension such as posture adjustment of a machine during printing/producing the coin, and the like), the potential value of the customized coin is generally higher, thereby realizing mining of the objective value of the customized coin according to the simulated customized coin production process by using a computer means, and finally determining the complexity information of the customized coin according to the characteristic parameter information capable of representing the complexity of the customized coin, and further generating a corresponding pricing value for the customized coin according to the complexity information of the customized coin, so that the pricing value of the customized coin follows and represents the objective value of the customized coin.
In another alternative implementation, as shown in fig. 3, 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:
step 301, generating a 3D simulated printing effect of the customized coin in a 3D model simulated printing mode, and displaying the 3D simulated 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 302, determining 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 303, if the instruction information submitted by the customer and used for representing that the customization requirement is met is obtained, triggering the simulation printing mode based on the simulation printing of the customized coin, and determining characteristic parameter information capable of representing the complexity of the customized coin;
step 304, 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. 4, the system includes:
a client 401, configured to obtain a personalized pattern drawn and/or selected by a client for a basic coin of a selected theme, and upload the personalized pattern to a service background;
service backend 402 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;
determining characteristic parameter information capable of reflecting the complexity of the customized coin based on a simulated printing mode for performing simulated printing on the customized coin;
determining complexity information of the customized coin based on the characteristic parameter information;
and generating the pricing value of the customized coin according to the complexity information.
Specifically, the client 401 may be implemented as a mobile banking or an internet banking.
The service background 402 may be a service background provided by a bank-end background system and at least used for online personalized customization of coins to customers and coin pricing processing following and reflecting objective values of the customized coins.
In an alternative implementation of the embodiment of the present application, the client 401 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.
In an alternative implementation manner of the embodiment of the present application, the service background 402 is specifically configured to, in terms of performing a pattern fusion process on the basic coin and the personalized pattern, obtain a coin pattern of the customized coin of the customer:
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 of the embodiment of the present application, the service background 402 is specifically configured to determine, based on a simulated printing manner for performing simulated printing on the customized coin, characteristic parameter information capable of embodying the complexity of 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 posture adjustment information of a printer in the printing process based on the simulated printing process; the characteristic parameter information comprises the line precision, the material information and/or the posture adjustment information of the printer.
In an alternative implementation of the embodiment of the present application, the service background 402 is specifically configured to determine, based on the simulated printing process, the material information required for printing the customized coin, and the posture adjustment information of the printer during 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;
the number of degrees of radians each time the printer rotates and the number of degrees of each radian rotated during printing of the customized coin are determined based on the simulated printing process.
In an alternative implementation of the embodiment of the present application, the service background 402 is specifically configured to determine complexity information of the customized coin based on the characteristic parameter information:
classifying the complexity of the customized coin based on the line precision, the material information and the posture adjustment information of the printer in the printing process of the customized coin to obtain the probability that the customized coin respectively belongs to each preset complexity level;
and determining a target complexity level with the maximum probability, and determining the target complexity level as the complexity level of the customized coin.
In an alternative implementation of the embodiment of the present application, the service backend 402 is specifically configured to generate the pricing value of the customized coin according to the complexity information:
acquiring corresponding relations between different preset complexity levels and different pricing values;
and determining a target pricing value corresponding to the target complexity level based on the corresponding relation as the pricing value of the customized coin.
In an alternative implementation of the embodiment of the present application, before determining the characteristic parameter information that can embody the complexity of the customized coin based on the analog printing mode of the analog printing on the customized coin, the service background 402 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 characteristic parameter information capable of representing the complexity of 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 line precision of the printed coin, the amount of used material and the gesture adjustment information of the printer in the process of printing the customized coin, the complexity level of the customized coin is determined by means of a naive Bayes classifier and the like, and a recommended charging value is given to a customer based on the complexity level of the customized coin, so that customized prices can be differently given for different customized coins of the customized customer, the unfair feeling of the user caused by different patterns, different used materials and consistent charging can be avoided, and the product sales can be 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, the inclusion of 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 the 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 (12)
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;
determining characteristic parameter information capable of reflecting the complexity of the customized coin based on a simulated printing mode for performing simulated printing on the customized coin;
determining complexity information of the customized coin based on the characteristic parameter information;
generating a pricing value of the customized coin according to the complexity information;
the process of performing pattern fusion processing on the basic coin and the personalized pattern to obtain a coin pattern of the customized coin of the customer comprises the following steps:
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;
the pattern of the basic coin and the scaled personalized pattern are integrated into a whole, so that the coin pattern of the customized coin of the customer is obtained;
the determining complexity information of the customized coin based on the characteristic parameter information comprises the following steps:
classifying the complexity of the customized coin based on the characteristic parameter information to obtain the probability that the customized coin belongs to each preset complexity level;
and determining a target complexity level with the maximum probability, and determining the target complexity level as the complexity level of the customized coin.
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 according to claim 1, wherein determining characteristic parameter information capable of embodying complexity of the customized coin based on a simulated printing manner of the customized coin comprises:
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 posture adjustment information of a printer in the printing process based on the simulated printing process; the characteristic parameter information comprises the line precision, the material information and/or the posture adjustment information of the printer.
4. A method according to claim 3, wherein said determining, based on said simulated printing process, material information required to print said customized coin, and attitude adjustment information for a printer during printing, comprises:
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;
the number of degrees of radians each time the printer rotates and the number of degrees of each radian rotated during printing of the customized coin are determined based on the simulated printing process.
5. The method of claim 3 or 4, wherein generating a pricing value for the customized coin based on the complexity information comprises:
acquiring corresponding relations between different preset complexity levels and different pricing values;
and determining a target pricing value corresponding to the target complexity level based on the corresponding relation as the pricing value of the customized coin.
6. The method according to claim 1, further comprising, before the determining of the characteristic parameter information capable of embodying the complexity of the customized coin based on the analog printing method of analog printing 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 characteristic parameter information capable of representing the complexity of 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.
7. 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 background;
service background 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;
determining characteristic parameter information capable of reflecting the complexity of the customized coin based on a simulated printing mode for performing simulated printing on the customized coin;
determining complexity information of the customized coin based on the characteristic parameter information;
Generating a pricing value of the customized coin according to the complexity information;
the service background is used for carrying out pattern fusion processing on the basic coin and the personalized pattern to obtain the coin pattern of the customized coin of the customer, and is particularly used for: 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; the pattern of the basic coin and the scaled personalized pattern are integrated into a whole, so that the coin pattern of the customized coin of the customer is obtained;
the service background is specifically used for determining the complexity information of the customized coin based on the characteristic parameter information: classifying the complexity of the customized coin based on the characteristic parameter information to obtain the probability that the customized coin belongs to each preset complexity level; and determining a target complexity level with the maximum probability, and determining the target complexity level as the complexity level of the customized coin.
8. The system of claim 7, 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.
9. The system of claim 7, wherein the service background is configured to determine characteristic parameter information that can embody the complexity of the customized coin based on a simulated printing method for performing simulated printing on the customized coin, and is specifically configured to:
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 posture adjustment information of a printer in the printing process based on the simulated printing process; the characteristic parameter information comprises the line precision, the material information and/or the posture adjustment information of the printer.
10. The system of claim 9, wherein the service daemon is operable to determine, based on the simulated printing process, material information required to print the customized coin, and attitude adjustment information for the printer during the printing process, in particular:
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;
the number of degrees of radians each time the printer rotates and the number of degrees of each radian rotated during printing of the customized coin are determined based on the simulated printing process.
11. The system according to claim 9 or 10, wherein the service daemon is operable to generate a pricing value for the customised coins based on the complexity information, in particular for:
acquiring corresponding relations between different preset complexity levels and different pricing values;
and determining a target pricing value corresponding to the target complexity level based on the corresponding relation as the pricing value of the customized coin.
12. The system of claim 7, wherein the service daemon is further configured to, prior to determining the characteristic parameter information that embodies the complexity of 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 characteristic parameter information capable of representing the complexity of 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.
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Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN203046698U (en) * | 2013-01-22 | 2013-07-10 | 邓快上 | Self-service commemorative coin manufacturing apparatus |
| CN105303382A (en) * | 2014-06-28 | 2016-02-03 | 青岛海尔模具有限公司 | Personalized pattern home appliance on-line customized sale and production system and method |
| KR20170100918A (en) * | 2016-02-26 | 2017-09-05 | 주식회사 셰에라자드웍스 | Custom coin production method using a 3d printer |
| CN107481094A (en) * | 2017-07-24 | 2017-12-15 | 福建任我行科技发展有限公司 | A kind of personalized customization promotion method and system |
-
2020
- 2020-10-12 CN CN202011084611.0A patent/CN112215915B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN203046698U (en) * | 2013-01-22 | 2013-07-10 | 邓快上 | Self-service commemorative coin manufacturing apparatus |
| CN105303382A (en) * | 2014-06-28 | 2016-02-03 | 青岛海尔模具有限公司 | Personalized pattern home appliance on-line customized sale and production system and method |
| KR20170100918A (en) * | 2016-02-26 | 2017-09-05 | 주식회사 셰에라자드웍스 | Custom coin production method using a 3d printer |
| CN107481094A (en) * | 2017-07-24 | 2017-12-15 | 福建任我行科技发展有限公司 | A kind of personalized customization promotion method and system |
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