CN111861577B - Product handling thermodynamic diagram generation method and device, electronic equipment and storage medium - Google Patents
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Abstract
The application provides a method and device for generating a product handling thermodynamic diagram, electronic equipment and a storage medium. The product handling thermodynamic diagram generating method comprises the following steps: acquiring a plurality of discrete point information, wherein each discrete point information comprises a regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram; superposing masks corresponding to all the discrete point information to obtain a final gray level image; the generated final gray scale image is mapped onto the color image, thereby generating a product handling thermodynamic diagram. The embodiment of the application can more particularly show the distribution of the business handling density in the preset area, and is convenient for adjusting the sales strategy.
Description
Technical Field
The present invention relates to the field of computer networks, and in particular, to a method and apparatus for generating a product transaction thermodynamic diagram, an electronic device, and a storage medium.
Background
With the rapid development of the internet, operators rapidly iterate in combination with the sales mode of the internet, and a plurality of transaction channels are developed in the current service support system of the telecommunication industry, including: business hall foreground, online customer service, voice self-service customer service, self-service terminal, mobile mall, website business hall, short message business, mobile phone business hall to provide the mode of multiple popularization business for the agency, including foreground, mobile phone APP, two-dimensional code etc.. In recent years, marketing and human agent channels have been developed. Greatly increases and popularizes sales coverage. Then a method is needed to macroscopically know the sales conditions of all areas, and further adjust the sales strategy, so that greater benefits and business opportunities are brought, and the method is particularly important. However, the prior art does not macroscopically present sales conditions of various areas, and the technical scheme is not provided.
In view of the above problems, no effective technical solution is currently available.
Disclosure of Invention
The embodiment of the application aims to provide a method, a device, electronic equipment and a storage medium for generating a product transaction thermodynamic diagram, which can more particularly show the distribution of business transaction density in a preset area and facilitate the adjustment of sales strategies.
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 regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram;
superposing masks corresponding to all the discrete point information to obtain a final gray level image;
the generated final gray scale image is mapped onto the color 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, the step of superposing masks corresponding to all discrete point information to obtain a final gray-scale image includes:
transferring masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on overlapped parts of 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 weights of all relevant masks at corresponding pixel points.
Optionally, in the method for generating a product handling thermodynamic diagram according to the embodiment of the present application, the step of mapping the generated final gray image onto the color image, so as to generate the product handling thermodynamic diagram includes:
acquiring a color image of a map including each of the regional areas;
and mapping the generated final gray level image onto a 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 level image, and a product handling thermodynamic diagram is generated.
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 region, a weight of a center point of the mask is 1, and along a direction away from the center point, a weight of each pixel point gradually decreases.
Optionally, in the method for generating a product transaction thermodynamic diagram according to the embodiment of the present application, the weight of each pixel point may decrease linearly or decrease according to a quadratic curve along a direction away from the center point.
In a second aspect, an embodiment of the present application further provides a device for generating a product transaction thermodynamic diagram, including:
the first acquisition module is used for acquiring a plurality of discrete point information, wherein each discrete point information comprises a regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram;
the superposition module is used for superposing 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 level image onto the color image so as to generate a product handling thermodynamic diagram.
Optionally, in the product handling thermodynamic diagram generating device according to the embodiment of the present application, the stacking module is configured to:
transferring masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on overlapped parts of 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 weights of all relevant masks at corresponding pixel points.
Optionally, in the product handling thermodynamic diagram generating device according to the 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 level image onto a 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 level image, and a product handling thermodynamic diagram is generated.
In a third aspect, embodiments of the present application provide an electronic device comprising a processor and a memory storing computer readable instructions that, when executed by the processor, perform the steps of the method as provided in the first aspect above.
In a fourth aspect, embodiments of the present application provide a storage medium having stored thereon a computer program which, when executed by a processor, performs steps in the method as provided in the first aspect above.
Concentrated areas. The lighter the color the less dispersed the business handling customers.
As can be seen from the above, the method and apparatus for generating a product transaction thermodynamic diagram according to the embodiments of the present application acquire a plurality of discrete point information, where each discrete point information includes a regional range corresponding to a discrete point and product transaction distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram; superposing masks corresponding to all the discrete point information to obtain a final gray level image; the generated final gray level image is mapped to the color image, so that a product handling thermodynamic diagram is generated, the distribution of service handling density in a preset area can be more specifically presented, and the adjustment of a sales strategy is facilitated.
Additional features and advantages of the application will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the embodiments of the application. The objectives and other advantages of the application will be realized and attained by the structure particularly pointed out in the written description and claims thereof as well as the appended drawings.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are needed 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 should not be considered as limiting the scope, and other related drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a method provided in an embodiment of the present application.
Fig. 2 is a schematic diagram of a first structure of an apparatus according to an embodiment of the present application.
Fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The following description of the embodiments of the present application will be made clearly and completely with reference to the drawings in the embodiments of the present application, and it is apparent that the described embodiments are only some embodiments of the present application, not all embodiments. The components of the embodiments of the present application, which are generally described and illustrated in the figures herein, may be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present application, as provided in the accompanying drawings, is not intended to limit the scope of the application, as claimed, but is merely representative of selected embodiments of the application. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present application without making any inventive effort, are intended to be within the scope of the present application.
It should be noted that: like reference numerals and letters denote like items in the following figures, and thus once an item is defined in one figure, no further definition or explanation thereof is necessary in the following figures. Meanwhile, in the description of the present application, the terms "first", "second", and the like are used only to distinguish 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 according to some embodiments of the present application, the method for generating a product transaction thermodynamic diagram includes the following steps:
s101, acquiring a plurality of discrete point information, wherein each discrete point information comprises a regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram;
s103, superposing masks corresponding to all the discrete point information to obtain a final gray image;
and S104, mapping the generated final gray level image onto the color image, so as to generate a product handling thermodynamic diagram.
In step S101, the discrete point information includes point coordinates of the discrete point, a regional range corresponding to the discrete point, and product handling distribution information of the regional range corresponding to the discrete point.
In step S102, in the mask corresponding to the same region, the weight of the center point of the mask is 1, and the weight of each pixel point gradually decreases along the direction away from the center point. The weight of each pixel point may be reduced linearly or in a quadratic curve along a direction away from the center point. The weight of the pixel point at the edge-most portion is 0. The radius is the range 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 gray image, where the value of each pixel point of the final gray image is the sum of the weights of all the relevant masks at the corresponding pixel points. The preset map may be a XX map, a XX province map, or a XX city map.
Wherein in this step S104, a color image including a map of each of the regional ranges is acquired; and mapping the generated final gray level image onto a 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 level image, and a product handling thermodynamic diagram is generated. For example, darker areas represent areas where business handling customers are more concentrated. The lighter the color the less dispersed the business handling customers.
As can be seen from the above, in the product handling thermodynamic diagram generating method provided by the embodiment of the present application, a plurality of discrete point information is obtained, where each discrete point information includes a regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram; superposing masks corresponding to all the discrete point information to obtain a final gray level image; the generated final gray level image is mapped to the color image, so that a product handling thermodynamic diagram is generated, the distribution of service handling density in a preset area can be more specifically presented, and the adjustment of a sales strategy is facilitated.
Referring to fig. 2, fig. 2 is a schematic structural diagram of a product transaction thermodynamic diagram generating device according to some embodiments of the present application, where the product transaction thermodynamic diagram generating device includes: a first acquisition module 201, a creation module 202, a superposition 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 regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional range is circular; the discrete point information comprises point coordinates of the discrete point, a regional range corresponding to the discrete point and product handling distribution information of the regional range corresponding to the discrete point.
The creating module 202 is configured to create a mask according to each piece of discrete point information, where the mask is circular, and a radius of the mask is a radius of a region where the discrete point affects a final thermodynamic diagram; in the mask corresponding to the same region range, the weight of the center point of the mask is 1, and the weight of each pixel point gradually decreases along the direction away from the center point. The weight of each pixel point may be reduced linearly or in a quadratic curve along a direction away from the center point. The weight of the pixel point at the edge-most portion is 0. The radius is the range of influence of the discrete point on the final distribution density map.
The superposition module 203 is configured to superimpose masks corresponding to all the discrete point information to obtain a final gray image; the superposition module 203 is specifically configured to: transferring masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on overlapped parts of 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 weights of all relevant masks at corresponding pixel points. Transferring masks corresponding to all the discrete point information to obtain a preset map, and performing weight superposition operation on overlapped parts of 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 weights of all relevant masks at corresponding pixel points. The preset map may be a XX map, a XX province map, or a XX city map.
Wherein the mapping module 204 maps the generated final gray scale image onto the color image to generate 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 level image onto a 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 level image, and a product handling thermodynamic diagram is generated. For example, darker areas represent areas where business handling customers are more concentrated. The lighter the color the less dispersed the business handling customers.
As can be seen from the above, the product handling thermodynamic diagram generating device provided in the embodiments of the present application obtains a plurality of discrete point information, where each discrete point information includes a regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram; superposing masks corresponding to all the discrete point information to obtain a final gray level image; the generated final gray level image is mapped to the color image, so that a product handling thermodynamic diagram is generated, the distribution of service handling density in a preset area can be more specifically presented, and the adjustment of a sales strategy is facilitated.
Referring to fig. 3, fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present application, where the electronic device 3 includes: processor 301 and memory 302, the processor 301 and memory 302 being interconnected and in communication with each other by 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 processor 301 executing the computer program when the computing device is running to perform the method in any of the alternative implementations of the above embodiments to carry out the following functions: acquiring a plurality of discrete point information, wherein each discrete point information comprises a regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram; superposing masks corresponding to all the discrete point information to obtain a final gray level image; the generated final gray scale image is mapped onto the color image, thereby generating a product handling thermodynamic diagram.
The present application provides a storage medium that, when executed by a processor, performs the method of any of the alternative implementations of the above embodiments. The storage medium may be implemented by any type of volatile or nonvolatile Memory device or combination thereof, such as static random access Memory (Static Random Access Memory, SRAM), electrically erasable Programmable Read-Only Memory (Electrically Erasable Programmable Read-Only Memory, EEPROM), erasable Programmable Read-Only Memory (Erasable Programmable Read Only Memory, EPROM), programmable Read-Only Memory (PROM), read-Only Memory (ROM), magnetic Memory, flash Memory, magnetic disk, or 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 manners. The above-described apparatus embodiments are merely illustrative, for example, the division of the units is merely a logical function division, and there may be other manners of division in actual implementation, and for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be through some communication interface, device or unit indirect coupling or communication connection, which may be in electrical, mechanical or other form.
Further, the units described as separate units may or may not be physically separate, and units displayed as units may or may not be physical units, may be located in one place, or may be distributed over a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
Furthermore, functional modules in various embodiments of the present application may be integrated together to form a single portion, or each module may exist alone, or two or more modules may be integrated to form a single portion.
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 foregoing is merely exemplary embodiments of the present application and is not intended to limit the scope of the present application, and various modifications and variations may be suggested to one skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principles of the present application should be included in the protection scope of the present application.
Claims (4)
1. A method for generating a product transaction thermodynamic diagram, comprising the steps of:
acquiring a plurality of discrete point information, wherein each discrete point information comprises a regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram;
superposing masks corresponding to all the discrete point information to obtain a final gray level image;
mapping the generated final gray level image onto a color image, thereby generating a product handling thermodynamic diagram;
the step of superposing masks corresponding to all the discrete point information to obtain a final gray level image comprises the following steps:
transferring masks corresponding to all discrete point information to obtain a preset map, and performing weight superposition operation on overlapped parts of 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 weights of all relevant masks at corresponding pixel points;
the step of mapping the generated final gray image onto the color image to generate a product transaction thermodynamic diagram comprises:
acquiring a color image of a map including each of the regional areas;
mapping the generated final gray level image onto a 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 level image, and a product handling thermodynamic diagram is generated;
in the mask corresponding to the same region range, the weight of the center point of the mask is 1, and the weight of each pixel point is gradually reduced along the direction away from the center point;
the weight of each pixel point may be reduced linearly or in a quadratic curve along a direction away from the center point.
2. A product transaction thermodynamic diagram generation device, comprising:
the first acquisition module is used for acquiring a plurality of discrete point information, wherein each discrete point information comprises a regional range corresponding to a discrete point and product handling distribution information in the regional range, and the regional 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 a region of the discrete point, which affects the final thermodynamic diagram;
the superposition module is used for superposing masks corresponding to all the discrete point information to obtain a final gray image;
the mapping module is used for mapping the generated final gray level image onto the color image so as to generate a product handling thermodynamic diagram;
the superposition module is used for:
transferring masks corresponding to all discrete point information to obtain a preset map, and performing weight superposition operation on overlapped parts of 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 weights of all relevant masks at corresponding pixel points;
the mapping module is used for:
acquiring a color image of a map including each of the regional areas;
mapping the generated final gray level image onto a 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 level image, and a product handling thermodynamic diagram is generated;
in the mask corresponding to the same region range, the weight of the center point of the mask is 1, and the weight of each pixel point is gradually reduced along the direction away from the center point;
the weight of each pixel point may be reduced linearly or in a quadratic curve along a direction away from the center point.
3. An electronic device comprising a processor and a memory storing computer readable instructions that, when executed by the processor, perform the steps in the method of claim 1.
4. A storage medium having stored thereon a computer program which when executed by a processor performs the steps of the method of claim 1.
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