CN111861577A - Product handling thermodynamic diagram generation method and device, electronic equipment and storage medium - Google Patents
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Abstract
The application provides a product handling thermodynamic diagram generation method and device, electronic equipment and a storage medium. The product handling thermodynamic diagram generation method comprises the following steps: acquiring a plurality of discrete point information, wherein each discrete point information comprises a region range corresponding to a discrete point and product handling distribution information in the region range, and the region range is circular; creating a mask according to the information of each discrete point, wherein the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram; overlapping masks corresponding to all discrete point information to obtain a final gray image; and mapping the generated final gray-scale image onto a color image so as to generate a product transaction thermodynamic diagram. The embodiment of the application can more specifically present the distribution of the business handling density in the preset area, and is convenient for adjusting the sales strategy.
Description
Technical Field
The application relates to the technical field of computer networks, in particular to a method and a device for generating a product handling thermodynamic diagram, electronic equipment and a storage medium.
Background
With the rapid development of the internet, operators quickly iterate in combination with the sales mode of the internet, and the current service support system in the telecommunication industry develops a plurality of transaction channels, including: the system comprises a business hall foreground, an online customer service, a voice self-service customer service, a self-service terminal, a mobile mall, a website business hall, a short message business and a mobile phone business hall, and provides a plurality of business promotion modes for agents, including the foreground, a mobile phone APP, a two-dimensional code and the like. In recent years, marketing and human agent channels have been vigorously developed. Greatly increasing the sales coverage and popularizing the sales coverage. Therefore, a method is needed, which can macroscopically understand the sales conditions of each region, and further adjust the sales strategy, so as to bring greater benefits and business opportunities, and is very important. However, the prior art does not macroscopically present the sales condition of each area, and the technical scheme is not provided.
In view of the above problems, no effective technical solution exists at present.
Disclosure of Invention
An object of the embodiments of the present application is to provide a method and an apparatus for generating a product transaction thermodynamic diagram, an electronic device, and a storage medium, which can more specifically present distribution of business transaction density in a preset area, and facilitate adjustment of a sales policy.
In a first aspect, an embodiment of the present application provides a method for generating a product transaction thermodynamic diagram, including the following steps:
acquiring a plurality of discrete point information, wherein each discrete point information comprises a region range corresponding to a discrete point and product handling distribution information in the region range, and the region range is circular;
creating a mask according to the information of each discrete point, wherein the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram;
overlapping masks corresponding to all discrete point information to obtain a final gray image;
and mapping the generated final gray-scale image onto a color image so as to generate a product transaction thermodynamic diagram.
Optionally, in the method for generating a product clearing thermodynamic diagram according to the embodiment of the present application, the step of superimposing masks corresponding to all discrete point information to obtain a final grayscale image includes:
and transferring the masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on the overlapped parts of the adjacent masks to obtain a final gray image, wherein the numerical value of each pixel point of the final gray image is the sum of the weights of all the related masks at the corresponding pixel points.
Optionally, in the method for generating a product transaction thermodynamic diagram according to an embodiment of the present application, the step of mapping the generated final grayscale image onto a color image to generate the product transaction thermodynamic diagram includes:
acquiring a color image of a map including each of the regional areas;
and mapping the generated final gray image onto the color image, so that the color depth of each pixel point of the color image is adjusted according to the pixel value of the corresponding pixel point of the final gray image, thereby generating a product handling thermodynamic diagram.
Optionally, in the method for generating a product handling thermodynamic diagram according to the embodiment of the present application, in a mask corresponding to the same area range, a weight of a center point of the mask is 1, and a weight of each pixel point is gradually reduced along a direction away from the center point.
Optionally, in the method for generating a product handling thermodynamic diagram according to the embodiment of the present application, the weight of each pixel point may be decreased linearly or according to a quadratic curve along a direction away from the central point.
In a second aspect, an embodiment of the present application further provides a product handling thermodynamic diagram generation apparatus, including:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring a plurality of discrete point information, each discrete point information comprises a region range corresponding to a discrete point and product handling distribution information in the region range, and the region range is circular;
the creating module is used for creating a mask according to the information of each discrete point, the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram;
the superposition module is used for superposing the masks corresponding to all the discrete point information to obtain a final gray image;
and the mapping module is used for mapping the generated final gray-scale image onto the color image so as to generate the product handling thermodynamic diagram.
Optionally, in the product transaction thermodynamic diagram generation apparatus according to an embodiment of the present application, the overlay module is configured to:
and transferring the masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on the overlapped parts of the adjacent masks to obtain a final gray image, wherein the numerical value of each pixel point of the final gray image is the sum of the weights of all the related masks at the corresponding pixel points.
Optionally, in the product transaction thermodynamic diagram generation apparatus according to an embodiment of the present application, the mapping module is configured to:
acquiring a color image of a map including each of the regional areas;
and mapping the generated final gray image onto the color image, so that the color depth of each pixel point of the color image is adjusted according to the pixel value of the corresponding pixel point of the final gray image, thereby generating a product handling thermodynamic diagram.
In a third aspect, an embodiment of the present application provides an electronic device, including a processor and a memory, where the memory stores computer-readable instructions, and when the computer-readable instructions are executed by the processor, the steps in the method as provided in the first aspect are executed.
In a fourth aspect, embodiments of the present application provide a storage medium, on which a computer program is stored, where the computer program, when executed by a processor, performs the steps in the method as provided in the first aspect.
A centralized location. Lighter colors represent less and more dispersed customers handling the business.
As can be seen from the above, the method and the device for generating a product transaction thermodynamic diagram, provided by the embodiment of the present application, acquire a plurality of discrete point information, where each discrete point information includes a region range corresponding to a discrete point and product transaction distribution information within the region range, and the region range is circular; creating a mask according to the information of each discrete point, wherein the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram; overlapping masks corresponding to all discrete point information to obtain a final gray image; and mapping the generated final gray level image to the color image so as to generate a product transaction thermodynamic diagram, and more specifically, showing the distribution of the business transaction density in a preset area so as to facilitate the adjustment of the sales strategy.
Additional features and advantages of the present application will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the embodiments of the present application. The objectives and other advantages of the application may be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
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In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are required to be used in the embodiments of the present application will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and that those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.
Fig. 1 is a flowchart of a method provided in an embodiment of the present application.
Fig. 2 is a first structural schematic diagram of an apparatus according to an embodiment of the present disclosure.
Fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. The components of the embodiments of the present application, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present application, presented in the accompanying drawings, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the present application without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined and explained in subsequent figures. Meanwhile, in the description of the present application, the terms "first", "second", and the like are used only for distinguishing the description, and are not to be construed as indicating or implying relative importance.
Referring to fig. 1, fig. 1 is a flowchart of a method for generating a product transaction thermodynamic diagram in some embodiments of the present application, where the method for generating a product transaction thermodynamic diagram includes the following steps:
s101, obtaining a plurality of discrete point information, wherein each discrete point information comprises a region range corresponding to a discrete point and product handling distribution information in the region range, and the region range is circular;
s102, creating a mask according to the information of each discrete point, wherein the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram;
s103, overlapping masks corresponding to all discrete point information to obtain a final gray image;
and S104, mapping the generated final gray-scale image onto a color image so as to generate a product transaction thermodynamic diagram.
In step S101, the discrete point information includes the point coordinates of the discrete point, the area range corresponding to the discrete point, and the product handling distribution information of the area range corresponding to the discrete point.
In step S102, in the mask corresponding to the same area range, the weight of the center point of the mask is 1, and the weight of each pixel point is gradually decreased along the direction away from the center point. Along the direction far away from the central point, the weight of each pixel point can be reduced according to a linear reduction or a quadratic curve. The weight of the pixel point at the most marginal part is 0. The radius is the extent of influence of the discrete point on the final distribution density map.
In step S103, the masks corresponding to all the discrete point information are transferred to obtain a preset map, and a weight superposition operation is performed on the overlapped portions of the adjacent masks to obtain a final grayscale image, where the value of each pixel point of the final grayscale image is the sum of the weights of all the relevant masks at the corresponding pixel points. The preset map may be an XX map, an XX province map, or an XXX city map.
Wherein, in the step S104, a color image including a map of each of the regional areas is acquired; and mapping the generated final gray image onto the color image, so that the color depth of each pixel point of the color image is adjusted according to the pixel value of the corresponding pixel point of the final gray image, thereby generating a product handling thermodynamic diagram. For example, darker colored areas represent areas where more concentrated customers are transacting business. Lighter colors represent less and more dispersed customers handling the business.
As can be seen from the above, the method for generating a product transaction thermodynamic diagram provided in the embodiment of the present application obtains a plurality of discrete point information, where each discrete point information includes a region range corresponding to a discrete point and product transaction distribution information in the region range, and the region range is circular; creating a mask according to the information of each discrete point, wherein the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram; overlapping masks corresponding to all discrete point information to obtain a final gray image; and mapping the generated final gray level image to the color image so as to generate a product transaction thermodynamic diagram, and more specifically, showing the distribution of the business transaction density in a preset area so as to facilitate the adjustment of the sales strategy.
Referring to fig. 2, fig. 2 is a schematic structural diagram of a product-transaction thermodynamic diagram generation apparatus according to some embodiments of the present application, where the product-transaction thermodynamic diagram generation apparatus includes: a first obtaining module 201, a creating module 202, an overlaying module 203, and a mapping module 204.
The first obtaining module 201 is configured to obtain a plurality of discrete point information, where each discrete point information includes a region range corresponding to a discrete point and product handling distribution information within the region range, and the region range is circular; the discrete point information comprises the point coordinates of the discrete points, the area range corresponding to the discrete points and the product handling distribution information of the area range corresponding to the discrete points.
The creating module 202 is configured to create a mask according to the information of each discrete point, where the mask is circular, and the radius of the mask is a radius of an area where the discrete point affects the final thermodynamic diagram; in the same mask corresponding to the region range, the weight of the central point of the mask is 1, and the weight of each pixel point is gradually reduced along the direction far away from the central point. Along the direction far away from the central point, the weight of each pixel point can be reduced according to a linear reduction or a quadratic curve. The weight of the pixel point at the most marginal part is 0. The radius is the extent of influence of the discrete point on the final distribution density map.
The superposition module 203 is configured to superpose masks corresponding to all discrete point information to obtain a final grayscale image; the superposition module 203 is specifically configured to: and transferring the masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on the overlapped parts of the adjacent masks to obtain a final gray image, wherein the numerical value of each pixel point of the final gray image is the sum of the weights of all the related masks at the corresponding pixel points. And transferring the masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on the overlapped parts of the adjacent masks to obtain a final gray image, wherein the numerical value of each pixel point of the final gray image is the sum of the weights of all the related masks at the corresponding pixel points. The preset map may be an XX map, an XX province map, or an XXX city map.
The mapping module 204 maps the generated final grayscale image onto the color image, thereby generating a product handling thermodynamic diagram. The mapping module 204 is specifically configured to: acquiring a color image of a map including each of the regional areas; and mapping the generated final gray image onto the color image, so that the color depth of each pixel point of the color image is adjusted according to the pixel value of the corresponding pixel point of the final gray image, thereby generating a product handling thermodynamic diagram. For example, darker colored areas represent areas where more concentrated customers are transacting business. Lighter colors represent less and more dispersed customers handling the business.
As can be seen from the above, the product transaction thermodynamic diagram generation device provided in the embodiment of the present application obtains a plurality of discrete point information, where each discrete point information includes a region range corresponding to a discrete point and product transaction distribution information within the region range, and the region range is circular; creating a mask according to the information of each discrete point, wherein the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram; overlapping masks corresponding to all discrete point information to obtain a final gray image; and mapping the generated final gray level image to the color image so as to generate a product transaction thermodynamic diagram, and more specifically, showing the distribution of the business transaction density in a preset area so as to facilitate the adjustment of the sales strategy.
Referring to fig. 3, fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present disclosure, where the present disclosure provides an electronic device 3, including: the processor 301 and the memory 302, the processor 301 and the memory 302 being interconnected and communicating with each other via a communication bus 303 and/or other form of connection mechanism (not shown), the memory 302 storing a computer program executable by the processor 301, the computer program being executable by the processor 301 when the computing device is running to perform the method in any of the alternative implementations of the above embodiments when the processor 301 executes the computer program to perform the following functions: acquiring a plurality of discrete point information, wherein each discrete point information comprises a region range corresponding to a discrete point and product handling distribution information in the region range, and the region range is circular; creating a mask according to the information of each discrete point, wherein the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram; overlapping masks corresponding to all discrete point information to obtain a final gray image; and mapping the generated final gray-scale image onto a color image so as to generate a product transaction thermodynamic diagram.
The embodiment of the present application provides a storage medium, and when being executed by a processor, the computer program performs the method in any optional implementation manner of the above embodiment. The storage medium may be implemented by any type of volatile or nonvolatile storage device or combination thereof, such as a Static Random Access Memory (SRAM), an Electrically Erasable Programmable Read-Only Memory (EEPROM), an Erasable Programmable Read-Only Memory (EPROM), a Programmable Read-Only Memory (PROM), a Read-Only Memory (ROM), a magnetic Memory, a flash Memory, a magnetic disk, or an optical disk.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one logical division, and there may be other divisions when actually implemented, and for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of devices or units through some communication interfaces, and may be in an electrical, mechanical or other form.
In addition, units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
Furthermore, the functional modules in the embodiments of the present application may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.
In this document, relational terms such as first and second, and the like may be 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.
The above description is only an example of the present application and is not intended to limit the scope of the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (10)
1. A method of generating a product transaction thermodynamic diagram, comprising the steps of:
acquiring a plurality of discrete point information, wherein each discrete point information comprises a region range corresponding to a discrete point and product handling distribution information in the region range, and the region range is circular;
creating a mask according to the information of each discrete point, wherein the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram;
overlapping masks corresponding to all discrete point information to obtain a final gray image;
and mapping the generated final gray-scale image onto a color image so as to generate a product transaction thermodynamic diagram.
2. The method for generating a product handling thermodynamic diagram according to claim 1, wherein the step of superimposing masks corresponding to all discrete point information to obtain a final grayscale image includes:
and transferring the masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on the overlapped parts of the adjacent masks to obtain a final gray image, wherein the numerical value of each pixel point of the final gray image is the sum of the weights of all the related masks at the corresponding pixel points.
3. The method of generating a product transaction thermodynamic diagram of claim 1, wherein the step of mapping the generated final grayscale image onto a color image to generate the product transaction thermodynamic diagram comprises:
acquiring a color image of a map including each of the regional areas;
and mapping the generated final gray image onto the color image, so that the color depth of each pixel point of the color image is adjusted according to the pixel value of the corresponding pixel point of the final gray image, thereby generating a product handling thermodynamic diagram.
4. The method of claim 1, wherein a center point of a mask within the mask corresponding to the same geographic area is weighted 1, and each pixel point is weighted less heavily in a direction away from the center point.
5. The method of claim 4, wherein the weight of each pixel point decreases linearly or according to a quadratic curve in a direction away from the center point.
6. A product transaction thermodynamic diagram generation apparatus, comprising:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring a plurality of discrete point information, each discrete point information comprises a region range corresponding to a discrete point and product handling distribution information in the region range, and the region range is circular;
the creating module is used for creating a mask according to the information of each discrete point, the mask is circular, and the radius of the mask is the radius of an area where the discrete point influences the final thermodynamic diagram;
the superposition module is used for superposing the masks corresponding to all the discrete point information to obtain a final gray image;
and the mapping module is used for mapping the generated final gray-scale image onto the color image so as to generate the product handling thermodynamic diagram.
7. The product handling thermodynamic diagram generation apparatus of claim 6, wherein the overlay module is to:
and transferring the masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on the overlapped parts of the adjacent masks to obtain a final gray image, wherein the numerical value of each pixel point of the final gray image is the sum of the weights of all the related masks at the corresponding pixel points.
8. The product handling thermodynamic diagram generation apparatus of claim 6, wherein the mapping module is to:
acquiring a color image of a map including each of the regional areas;
and mapping the generated final gray image onto the color image, so that the color depth of each pixel point of the color image is adjusted according to the pixel value of the corresponding pixel point of the final gray image, thereby generating a product handling thermodynamic diagram.
9. An electronic device comprising a processor and a memory, said memory storing computer readable instructions which, when executed by said processor, perform the steps of the method of any of claims 1-5.
10. A storage medium having a computer program stored thereon, wherein the computer program, when executed by a processor, performs the steps of the method according to any one of claims 1-5.
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| CN113256329A (en) * | 2021-05-19 | 2021-08-13 | 中国银行股份有限公司 | Parking information analysis method and device |
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