CN116797025A

CN116797025A - Data processing method and device and terminal equipment

Info

Publication number: CN116797025A
Application number: CN202310764823.0A
Authority: CN
Inventors: 沈萌
Original assignee: Bank of China Ltd
Current assignee: Bank of China Ltd
Priority date: 2023-06-26
Filing date: 2023-06-26
Publication date: 2023-09-22

Abstract

The embodiment of the application provides a data processing method, a data processing device and terminal equipment, which can be used in the field of artificial intelligence. The method comprises the following steps: determining a plurality of first objects, wherein the object grades of the plurality of first objects are the same; acquiring initial distribution diagrams corresponding to a plurality of first objects, wherein the initial distribution diagrams comprise distribution areas corresponding to the plurality of first objects, and the distribution areas of the plurality of first objects in the initial distribution diagrams are displayed in the same mode; acquiring a plurality of first object information of each first object, wherein the plurality of first object information comprises at least one of the following: evaluation information, complaint information, trouble-shooting capability, planning information, or financial information; for any one first object, determining a target safety coefficient of the first object according to a plurality of pieces of first object information of the first object; and generating a target distribution diagram according to the target safety coefficients of the first objects and the initial distribution diagram. The flexibility of obtaining the safety coefficient corresponding to the object is improved.

Description

Data processing method and device and terminal equipment

Technical Field

The embodiment of the application relates to the technical field of artificial intelligence, in particular to a data processing method, a data processing device and terminal equipment.

Background

Artificial intelligence (Artificial Intelligence, AI) can be implemented by determining the nature of intelligence and producing a new intelligent machine that can react in a similar manner to human intelligence. Artificial intelligence may involve multiple fields of machine learning, computer vision, data processing, and the like.

The staff in the enterprise can determine whether each mechanism in the enterprise has safety risks through the safety coefficient corresponding to each mechanism in the enterprise. In the related art, the security factor of each organization within an enterprise may be determined by: and acquiring a plurality of object information corresponding to each organization in the enterprise. And processing a plurality of object information corresponding to each organization in the enterprise through a mathematical model or algorithm (such as a dimensionless method, standardization, normalization and the like) to obtain a safety coefficient corresponding to each organization in the enterprise.

In the process, after the safety coefficient corresponding to each mechanism in the enterprise is obtained, the staff can only check the safety coefficient corresponding to each mechanism in the enterprise one by one through searching, so that the flexibility of obtaining the safety coefficient corresponding to the object is low.

Disclosure of Invention

The embodiment of the application provides a data processing method, a data processing device and terminal equipment, which are used for solving the problem of low flexibility of acquiring a security coefficient corresponding to an object.

In a first aspect, an embodiment of the present application provides a data processing method, including:

determining a plurality of first objects, the object levels of the plurality of first objects being the same;

acquiring initial distribution diagrams corresponding to the plurality of first objects, wherein the initial distribution diagrams comprise distribution areas corresponding to the plurality of first objects, and the distribution areas of the plurality of first objects in the initial distribution diagrams are displayed in the same mode;

acquiring a plurality of first object information of each first object, wherein the plurality of first object information comprises at least one of the following: evaluation information, complaint information, trouble-shooting capability, planning information, or financial information;

for any one first object, determining a target safety coefficient of the first object according to a plurality of first object information of the first object;

and generating a target distribution diagram according to the target safety coefficients of the first objects and the initial distribution diagram.

In a second aspect, an embodiment of the present application provides a data processing apparatus, the apparatus including:

the first determining module is used for determining a plurality of first objects, and the object grades of the plurality of first objects are the same;

the first acquisition module is used for acquiring initial distribution diagrams corresponding to the plurality of first objects, wherein the initial distribution diagrams comprise distribution areas corresponding to the plurality of first objects, and the distribution areas of the plurality of first objects in the initial distribution diagrams are displayed in the same mode;

A second acquisition module, configured to acquire a plurality of pieces of first object information of each first object, where the plurality of pieces of first object information includes at least one of: evaluation information, complaint information, trouble-shooting capability, planning information, or financial information;

the second determining module is used for determining a target safety coefficient of any one first object according to a plurality of first object information of the first object;

and the generating module is used for generating a target distribution diagram according to the target safety coefficients of the first objects and the initial distribution diagram.

In a third aspect, the present application provides a terminal device, including: a processor, and a memory communicatively coupled to the processor;

the memory stores computer-executable instructions;

the processor executes computer-executable instructions stored in the memory to implement the method of any one of the first aspects.

In a fourth aspect, the present application provides a computer-readable storage medium having stored therein computer-executable instructions for performing the method of any of the first aspects when executed by a processor.

In a fifth aspect, the application provides a computer program product comprising a computer program which, when executed by a processor, implements the method of any of the first aspects.

According to the data processing method, the data processing device and the terminal equipment provided by the embodiment of the application, after the objects with the same object level are determined, the initial distribution diagram of each object can be obtained, wherein the initial distribution diagram comprises the distribution areas corresponding to the objects of the same enterprise. After the safety coefficient of each object is determined from the plurality of object information of each object, a target profile is generated and displayed from the safety coefficient of each object and the initial profile. And responding to clicking operation of a distribution area corresponding to the target object in the target distribution diagram, and acquiring target object information of the target object. In response to a click operation on the non-display area in the target profile, the display of the target object information is canceled in the target profile. In the above-described process, when the first object exists or does not exist the subordinate object, the manner of determining the target security coefficient of the first object is different in consideration that the object information of the subordinate object may affect the target security coefficient of the first object. And the target safety coefficient can be determined through a preset algorithm, so that the accuracy of determining the target safety coefficient is improved. After obtaining the target security coefficient corresponding to each first object, the user can check the target security coefficient corresponding to each first object through the generated target distribution diagram instead of checking the target security coefficient one by one. According to the rendering mode of each first object in the target distribution diagram, the target safety coefficient of each first object is displayed, so that a user can acquire information more clearly and intuitively, related information of the safety coefficient can be acquired rapidly, and flexibility of acquiring the safety coefficient corresponding to the object is improved.

Drawings

The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the application and together with the description, serve to explain the principles of the application.

Fig. 1 is a schematic diagram of an application scenario provided in an embodiment of the present application;

FIG. 2 is a schematic flow chart of a data processing method according to an embodiment of the present application;

FIG. 3 is an initial distribution diagram corresponding to a plurality of first objects according to an embodiment of the present application;

FIG. 4 is a flowchart illustrating another data processing method according to an embodiment of the present application;

FIG. 5 is a schematic diagram of a process for displaying a target profile according to an embodiment of the present application;

FIG. 6 is a schematic diagram illustrating a data processing procedure according to an embodiment of the present application;

FIG. 7 is a schematic diagram of a data processing apparatus according to an embodiment of the present application;

FIG. 8 is a schematic diagram of another data processing apparatus according to an embodiment of the present application;

fig. 9 is a schematic structural diagram of a terminal device according to an embodiment of the present application.

Specific embodiments of the present application have been shown by way of the above drawings and will be described in more detail below. The drawings and the written description are not intended to limit the scope of the inventive concepts in any way, but rather to illustrate the inventive concepts to those skilled in the art by reference to the specific embodiments.

Detailed Description

Reference will now be made in detail to exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numbers in different drawings refer to the same or similar elements, unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the application. Rather, they are merely examples of apparatus and methods consistent with aspects of the application as detailed in the accompanying claims.

It should be noted that, the user information (including but not limited to user equipment information, user personal information, etc.) and the data (including but not limited to data for analysis, stored data, presented data, etc.) related to the present application are information and data authorized by the user or fully authorized by each party, and the collection, use and processing of the related data need to comply with related laws and regulations and standards, and provide corresponding operation entries for the user to select authorization or rejection.

In the present application, "and/or" is merely an association relationship describing an association object, and indicates that three relationships may exist, for example, a and/or B may indicate: a exists alone, A and B exist together, and B exists alone. In this context, the character "/" indicates that the front and rear associated objects are an "or" relationship.

The following at least one (item) or similar expressions thereof refer to any combination of these items, including any combination of single item(s) or plural items(s). For example, at least one (one) of a, b or c may represent: a, b, c, a and b, a and c, b and c, or a, b and c, wherein each of a, b, c may itself be an element, or may be a collection comprising one or more elements.

The term "at least one" in the present application means one or more. "plurality" means two or more.

In the present disclosure, "exemplary," "in some embodiments," "for example," "in other embodiments," etc. are used to indicate an example, instance, or illustration. Any embodiment or design described herein as "example" or "such as" is not necessarily to be construed as preferred or advantageous over other embodiments or designs. Rather, the term use of an example is intended to present concepts in a concrete fashion.

It should be noted that the method and apparatus for data processing of the present application may be used in the field of artificial intelligence, and may be used in any field other than the field of artificial intelligence, and the application field of the method and apparatus for data processing of the present application is not limited.

Fig. 1 is a schematic diagram of an application scenario provided in an embodiment of the present application. Referring to fig. 1, a terminal device 101 is included. The terminal device 101 may be a computer. The terminal device 101 is provided with a mathematical model for performing data processing. The user may input a plurality of object information (e.g., object information 1 of organization 1, object information 2 of organization 2, … …, object information M of organization 1, … …, object information N of organization N) of each organization in the enterprise in the page provided by the terminal device 101. After acquiring the plurality of pieces of object information of each organization in the enterprise, the terminal device 101 processes the plurality of pieces of object information of each organization in the enterprise through the mathematical model to obtain the security coefficient of each organization in the enterprise (the security coefficient of organization 1, the security coefficient of organization 2, … …, the security coefficient of organization N). The terminal device 101 may display the security factor for each organization in the enterprise. A user can determine whether each institution in the enterprise has a safety risk according to the safety coefficient corresponding to each institution in the enterprise.

In the related art, the security factor of each organization within an enterprise may be determined by: and acquiring a plurality of object information corresponding to each organization in the enterprise. And processing a plurality of object information corresponding to each organization in the enterprise through a mathematical model or algorithm (such as a dimensionless method, standardization, normalization and the like) to obtain a safety coefficient corresponding to each organization in the enterprise. In the process, the staff can only check the safety coefficient corresponding to each mechanism in the enterprise one by one through searching, so that the flexibility of acquiring the safety coefficient corresponding to the object is low.

In the embodiment of the application, after determining the objects with the same object level, an initial distribution diagram of each object can be obtained, wherein the initial distribution diagram comprises distribution areas corresponding to the objects of the same enterprise. After the safety coefficient of each object is determined from the plurality of object information of each object, a target profile is generated from the safety coefficient of each object and the initial profile. In the above process, after obtaining the security coefficient corresponding to each organization in the enterprise, the user may check the security coefficient corresponding to each object through the generated target distribution diagram, instead of checking the security coefficient piece by piece through searching. The safety coefficient of each object is displayed through the target distribution diagram, so that the user can quickly acquire the related information of the safety coefficient, and the flexibility of acquiring the safety coefficient corresponding to the object is improved.

The following describes the technical scheme of the present application and how the technical scheme of the present application solves the above technical problems in detail with specific embodiments. The following embodiments may be combined with each other, and the same or similar concepts or processes may not be described in detail in some embodiments. Embodiments of the present application will be described below with reference to the accompanying drawings.

Fig. 2 is a flow chart of a data processing method according to an embodiment of the present application. Referring to fig. 2, the method may include:

s201, determining a plurality of first objects.

The object levels of the plurality of first objects are the same.

The execution body of the embodiment of the application can be a terminal device or a data processing device arranged in the terminal device. The data processing means may be implemented by software or by a combination of software and hardware. The terminal device may be a computer.

The first object may be each organization in the enterprise or each branch in the enterprise.

The object level may be determined based on the size and geographic location of the first object. The alignment level of the first object may be set in advance and stored in a preset storage space of the terminal device.

For example, for bank a, the first object may be a respective branch in bank a. The object level of each first object in bank a may be specifically as shown in table 1:

TABLE 1

First object	Object class
		Line 1	1
Line 2	1
		Line 1-1	2
Lines 1-2	2
		Line 2-1	2
Line 2-2	2

From table 1 above, it can be determined that the object level of branch 1 and branch 2 in bank a is 1, and branch 1 and branch 2 can be provincial branches. The object ranks of branch 1-1, branch 1-2, branch 2-1, and branch 2-2 are 2, and branch 1-1, branch 1-2, branch 2-1, and branch 2-2 may be market ranks.

S202, acquiring initial distribution diagrams corresponding to a plurality of first objects.

The initial distribution map comprises distribution areas corresponding to the plurality of first objects, and the distribution areas of the plurality of first objects in the initial distribution map are displayed in the same mode.

The initial distribution map corresponding to the plurality of first objects can be determined according to the geographic position of each first object.

For example, from the plurality of first objects shown in table 1, it may be determined that the initial profiles corresponding to the branches 1 and 2 are provincial regions where the branches 1 and 2 are located. The initial distribution diagrams corresponding to the branch lines 1-1, 1-2, 2-1 and 2-2 can be determined to be the market-level areas where the branch lines 1-1, 1-2, 2-1 and 2-2 are located.

Next, an initial distribution map corresponding to a plurality of first objects will be described with reference to fig. 3. Fig. 3 is an initial distribution diagram corresponding to a plurality of first objects according to an embodiment of the present application. Referring to fig. 3, an initial profile 301 is included. The initial profile 301 includes a plurality of distribution areas corresponding to the first objects. The first object a, the first object B, the first object C, the first object D, the first object E, and the first object F are all branches of the enterprise 1. Based on the size and geographic location of the plurality of first objects, it is determined that first object A, first object B, first object C, first object D, first object E, and first object F are provincial branches. According to the geographic location of each first object, an initial distribution map 301 corresponding to a plurality of first objects a, B, C, D, E and F is determined. The distribution areas corresponding to the first object A, the first object B, the first object C, the first object D, the first object E and the first object F are provincial areas where the distribution areas are located. In the initial distribution map 301, the distribution areas of each first object are displayed in the same manner (both colors are white and the brightness are uniform).

S203, acquiring a plurality of pieces of first object information of each first object.

The plurality of first object information includes at least one of: evaluation information, complaint information, troubleshooting capability, planning information, or financial information.

When the plurality of first object information of each first object is acquired, the plurality of first object information of each first object can be acquired at fixed time according to user setting, and the target safety coefficient of the first object is updated, so that the target distribution diagram can be updated according to the updated target safety coefficient of the first object.

The evaluation information includes questionnaire information, regulation question information, and item information.

And determining the value corresponding to the questionnaire information through a preset model or algorithm according to the questionnaire filled by the user. The user may be an in-house staff. The questionnaire information may be obtained every half year or every year.

The regulatory problem information may be determined according to the severity level of the occurrence of the regulatory problem, the frequency of occurrence of the regulatory problem, and the level of influence after the occurrence of the regulatory problem. The severity level of the regulatory problem may include, among other things, 5 levels, respectively 1 level (slight), 2 level (relatively slight), 3 (general), 4 (relatively severe), 5 (very severe). The impact levels after regulatory issues may include 5 levels, respectively 1 level (substantially no impact), 2 level (less impact), 3 (impact general), 4 (impact more severe), 5 (impact very severe). And determining the numerical value corresponding to the legal problem information according to the severity level of the legal problem, the frequency of the legal problem and the influence level after the legal problem.

The numerical value corresponding to the complaint information can be determined according to the emergency degree, the public opinion influence degree and the complaint processing information of the complaint processing list.

The fault resolution capability may be determined based on the associated responsibility information, the associated amount, the correction amount, and whether the intervention of the relevant department is required after the fault occurs. The fault resolution capability may represent a processing speed, a processing time limit, and a processing effect of the fault problem after the fault problem is found inside the first object.

The plan information is used to indicate whether an object to which the first object belongs includes the first object when the plan is made (for example, annual work plan). The score corresponding to the plan information may be determined according to the coverage of the plan.

The financial information is used to indicate a profit of the first object over a preset period of time. The value corresponding to the financial information may be determined according to a ratio of the profit of the first object in the preset period to the profit of the same period in the history period. The certain value corresponding to the financial information may correspond to a plurality of ratios of the profit of the first object in the same period of time within the preset period of time to the profit of the history period of time.

S204, determining a target safety coefficient of the first object according to a plurality of pieces of first object information of the first object for any one first object.

The target security factor of the first object may be determined by: judging whether the first object has at least one auxiliary object or not; if yes, acquiring a plurality of auxiliary object information of each auxiliary object, and determining a target safety coefficient of the first object according to the plurality of first object information and the plurality of auxiliary object information of each auxiliary object; if not, determining the target safety coefficient of the first object according to the plurality of first object information and the weight of each first object information.

S205, generating a target distribution diagram according to the target safety coefficients of the first objects and the initial distribution diagrams.

The target profile may be generated by: according to the target safety coefficients of the plurality of first objects, determining rendering modes corresponding to the plurality of first objects, wherein the rendering modes comprise at least one of the following: color, brightness, or background pattern; and respectively carrying out rendering treatment on the corresponding distribution areas in the initial distribution map according to the rendering mode corresponding to each first object to obtain a target distribution map.

The rendering modes corresponding to the plurality of first objects can be determined according to the corresponding relation between the safety coefficient and the rendering modes.

For example, assuming that the initial profile 301 shown in fig. 3 above, the target safety factor for each first object may be specifically as shown in table 2:

TABLE 2

The corresponding relationship between the safety coefficient and the rendering mode may be specifically shown in table 3:

TABLE 3 Table 3

Safety factor	Rendering mode
		0～15	Blue color
15～30	Yellow colour
		30～45	Orange color
45～60	Red color

According to the target safety coefficient of each first object shown in table 2 and the corresponding relation between the safety coefficient and the rendering modes shown in table 3, the rendering mode corresponding to the object a is determined to be blue, the rendering mode corresponding to the object B is determined to be yellow, the rendering mode corresponding to the object C is determined to be blue, the rendering mode corresponding to the object D is determined to be orange, the rendering mode corresponding to the object E is determined to be red, and the rendering mode corresponding to the object F is determined to be orange. Accordingly, the initial profile 301 shown in fig. 3 may be rendered in the determined rendering manner described above, generating the target profile.

The data processing method provided by the embodiment of the application determines a plurality of first objects. And acquiring initial distribution graphs corresponding to the first objects. A plurality of first object information of each first object is acquired. For any one first object, determining the target safety coefficient of the first object according to a plurality of pieces of first object information of the first object. And generating a target distribution diagram according to the target safety coefficients of the first objects and the initial distribution diagram. In the above process, after obtaining the target security coefficient corresponding to each first object, the user may view the target security coefficient corresponding to each first object through the generated target distribution diagram, instead of viewing the target security coefficient one by one. According to the rendering mode of each first object in the target distribution diagram, the target safety coefficient of each first object is displayed, so that a user can acquire information more clearly and intuitively, related information of the safety coefficient can be acquired rapidly, and flexibility of acquiring the safety coefficient corresponding to the object is improved.

On the basis of any of the above embodiments, a detailed procedure of data processing will be described below with reference to fig. 4.

Fig. 4 is a flowchart of another data processing method according to an embodiment of the present application. Referring to fig. 4, the method includes:

s401, determining a plurality of first objects.

It should be noted that, the execution process of S401 may refer to S201, which is not described herein.

S402, acquiring initial distribution graphs corresponding to a plurality of first objects.

For example, assuming that the first objects are first level (provincial) branches of bank a, the initial profile corresponding to the plurality of first objects may include a distribution area corresponding to each of the first level branches of bank a. For any one first object, the distribution area of the first object is a provincial area where the first level row is located.

S403, acquiring a plurality of first object information of each first object.

When the plurality of first object information of each first object is acquired, the plurality of first object information of each first object can be acquired in a preset period according to user setting so as to update the target security coefficient of each first object. The preset period may be the same or different for the first object information of any one of the first objects.

For example, for any one of the first object information, the user sets the period of acquiring the evaluation information to acquire once per year when acquiring the first object information, and sets the period of acquiring the complaint information, the trouble resolving power, the planning information, and the financial information to acquire once per day.

S404, judging whether at least one accessory object exists in the first object according to any one of the first objects.

If yes, S405 is executed.

If not, S408 is performed.

The subordinate object is an object whose line level is lower than that of the first object and which belongs to the first object.

For example, for a plurality of branches in bank a, the first object is a first-level (provincial) branch of bank a, and the provincial where the first object is located is provincial 1. Then it can be determined that all of the children in province 1, and that the object level is less than the first object's branches, are attached objects to the first object. At this time, the subordinate objects of the first object may be all municipal banks in province 1 in bank a.

S405 of acquiring a plurality of subordinate object information of each subordinate object,

the process of acquiring the plurality of subordinate object information of each subordinate object is the same as the process of acquiring the plurality of first object information of each first object (S203), and will not be described again here.

S406, obtaining the weight corresponding to the first object information and the weight corresponding to each auxiliary object information of each auxiliary object.

The weights corresponding to the plurality of first object information, the weights corresponding to the first object, the weights corresponding to each auxiliary object information of each auxiliary object, and the weights corresponding to each auxiliary object may be set in advance and stored in a preset storage space of the terminal device.

S407, determining a target security coefficient of the first object according to the plurality of first object information, the plurality of auxiliary object information of each auxiliary object, the weight corresponding to the first object information, and the weight corresponding to each auxiliary object information of each auxiliary object.

The target security factor of the first object may be determined by: determining an auxiliary safety coefficient of each auxiliary object according to a plurality of auxiliary object information of the auxiliary object and a weight corresponding to each auxiliary object information; determining a first safety coefficient of the first object according to the plurality of first object information and the weight corresponding to each first object information; and determining the target safety coefficient of the first object according to the auxiliary safety coefficient of each auxiliary object and the first safety coefficient of the first object.

The accessory safety factor of the accessory object may be determined by the following equation 1:

wherein f is an accessory safety coefficient of the accessory object; n is the number of attached object information; x is x _i Object information that is an affiliated object; a, a _i The weight corresponding to the auxiliary object information.

The first security coefficient of the first object may be determined by the following equation 2:

s is a first safety coefficient of a first object; n is the number of the first object information; y is _i Is first object information; b _i Is the weight of the first object information.

The target security factor of the first object may be determined by the following equation 3:

wherein S is _T A target security factor for the first object; c (C) _S A weight for the first object; n is the number of subordinate objects; c (C) _i Is the weight of the subordinate object.

After S407, S409 is performed.

S408, determining a target safety coefficient of the first object according to the plurality of first object information and the weight of each first object information.

The target security factor of the first object may be determined according to the above equation 2.

S409, generating a target distribution diagram according to the target safety coefficients of the first objects and the initial distribution diagrams.

Before generating the target distribution map, a rendering mode of each first object needs to be determined according to target safety coefficients of a plurality of first objects. And according to the rendering mode corresponding to each first object, rendering each distribution area corresponding to one object to obtain a target distribution diagram.

S410, displaying a target distribution diagram.

The target profile may be displayed through a page provided by the terminal device.

S411, responding to clicking operation of a distribution area corresponding to the target object in the target distribution diagram, and acquiring target object information of the target object.

The plurality of first objects includes a target object.

S412, determining a display area in the target distribution diagram.

The display area may be an area in the target profile, or may be a blank or free area in the page provided by the terminal device, except for the target profile.

S413, displaying the target object information in the display area of the target profile.

After the information of the target object has been displayed,

s414, canceling display of the target object information in the target distribution map in response to clicking operation of the non-display area in the target distribution map.

Wherein the non-display area is other areas than the display area in the target distribution map.

Next, a process of displaying the target profile will be described with reference to fig. 5. Fig. 5 is a schematic diagram of a process for displaying a target distribution map according to an embodiment of the present application. Referring to fig. 5, interfaces 501-501 are included. The interfaces 501 to 501 are pages provided by the terminal device.

Referring to the interface 501, the rendering mode of each first object is determined according to the target security coefficient of each first object shown in table 2 and the corresponding relationship between the security coefficient and the rendering mode shown in table 3. And respectively performing rendering processing on the corresponding distribution area in the initial distribution diagram 301 shown in fig. 3 according to the rendering mode of each first object to obtain a target distribution diagram. The user may click on a display menu in the interface 501 provided by the terminal device to display the target profile corresponding to the initial profile 301. And the user can determine the safety coefficient of each first object through the rendering mode of the area where each first object is located in the target distribution diagram.

Referring to the interface 502, in response to a clicking operation on a distribution area corresponding to the target object E in the target profile, target object information of the target object is obtained. The display area is determined in the target profile as a blank area in the interface 502 outside the operation list and the target profile. The target object information is displayed in a display area of the target profile. The user can open a new page to view detailed information of the corresponding target object information by clicking any one item of target object information. For determining the risk or problem of the target object by looking at the detailed information of the target object information.

After the user has viewed the target object information shown in the interface 502, the display of the target object information is canceled in the target profile in response to a click operation on the non-display area in the target profile.

The data processing method provided by the embodiment of the application determines a plurality of first objects. And acquiring initial distribution graphs corresponding to the first objects. A plurality of first object information of each first object is acquired. For any one first object, determining the target safety coefficient of the first object according to a plurality of pieces of first object information of the first object. And generating a target distribution map according to the target safety coefficients of the first objects and the initial distribution map, and displaying the target distribution map. And responding to clicking operation of a distribution area corresponding to the target object in the target distribution diagram, and acquiring target object information of the target object. In response to a click operation on the non-display area in the target profile, the display of the target object information is canceled in the target profile. In the above-described process, when the first object exists or does not exist the subordinate object, the manner of determining the target security coefficient of the first object is different in consideration that the object information of the subordinate object may affect the target security coefficient of the first object. And the target safety coefficient can be determined through a preset algorithm, so that the accuracy of determining the target safety coefficient is improved. After obtaining the target security coefficient corresponding to each first object, the user can check the target security coefficient corresponding to each first object through the generated target distribution diagram instead of checking the target security coefficient one by one. According to the rendering mode of each first object in the target distribution diagram, the target safety coefficient of each first object is displayed, so that a user can acquire information more clearly and intuitively, related information of the safety coefficient can be acquired rapidly, and flexibility of acquiring the safety coefficient corresponding to the object is improved.

On the basis of any of the above embodiments, the process of data processing is exemplified below with reference to fig. 6.

Fig. 6 is a schematic diagram of a data processing procedure according to an embodiment of the present application. Referring to fig. 6, a terminal device 601 is included. The terminal device 601 is provided with data processing means. The terminal apparatus 601 determines that the plurality of first objects includes object 1 to object 5. Objects 1-5 are provincial branches of enterprise A, and none are affiliated objects. The terminal device 601 determines initial distribution diagrams corresponding to a plurality of first objects according to the geographic positions of the objects 1 to 5. The terminal device 601 determines that the object levels of the objects 1 to 5 are the same, and the distribution area of each first object in the initial distribution map is a provincial area where the first object is located. After acquiring the plurality of object information of the objects 1 to 5, the plurality of object information is processed by the data processing device of the terminal apparatus 601, and the target security coefficient of each first object is obtained.

Since the target security coefficient of each first object is determined to be the same, a process of determining the target security coefficient of the first object will be described below taking the target security coefficient of the object 1 as an example. The plurality of first object information of the object 1 may be specifically as shown in table 4:

TABLE 4 Table 4

Evaluation information	Complaint information	Fault resolution capability	Planning information	Financial information
					12	5	8	10	25

If the terminal device 601 determines that the object 1 does not have an auxiliary object, weights corresponding to a plurality of pieces of first object information of the object 1 are acquired in a preset storage space of the terminal device 601. The weights corresponding to the plurality of first object information of the object 1 may be specifically shown in table 5:

TABLE 5

Evaluation information	Complaint information	Fault resolution capability	Planning information	Financial information
					0.1	0.2	0.25	0.05	0.4

According to the plurality of object information of the object 1 shown in table 4 and the weights shown in table 5, the first safety factor of the first object is determined to be 12×0.1+5×0.2+0.25×8+0.05×10+25×0.4=14.7 by the above formula 2.

The data processing apparatus of the terminal device 601 determines the target security coefficients of the objects 1 to 5 according to the above manner may be specifically as shown in table 6:

TABLE 6

First object	Target safety factor
		Object 1	14.7
Object 2	25.8
		Object 3	4.3
Object 4	42
		Object 5	38

The data processing apparatus of the terminal device 601 determines the rendering mode corresponding to each first object according to the target security coefficient shown in table 6 and the corresponding relationship between the security coefficient and the rendering mode shown in table 3. The rendering modes corresponding to the objects 1 to 5 may be specifically as shown in table 7:

TABLE 7

First object	Target safety factor	Rendering mode
			Object 1	14.7	Blue color
Object 2	25.8	Yellow colour
			Object 3	4.3	Blue color
Object 4	42	Orange color
			Object 5	38	Red color

The terminal apparatus 601 performs rendering processing on the corresponding distribution area in the initial distribution map according to the rendering manner of each first object shown in table 7, to obtain a target distribution map. And displays the target profile through the page of the terminal apparatus 601.

Fig. 7 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present application. Referring to fig. 7, the data processing apparatus 10 may include:

a first determining module 11, configured to determine a plurality of first objects, where object levels of the plurality of first objects are the same;

the first obtaining module 12 is configured to obtain an initial distribution diagram corresponding to the plurality of first objects, where the initial distribution diagram includes distribution areas corresponding to the plurality of first objects, and the distribution areas of the plurality of first objects in the initial distribution diagram are displayed in the same manner;

a second acquisition module 13, configured to acquire a plurality of pieces of first object information of each first object, where the plurality of pieces of first object information includes at least one of: evaluation information, complaint information, trouble-shooting capability, planning information, or financial information;

a second determining module 14, configured to determine, for any one first object, a target security coefficient of the first object according to a plurality of first object information of the first object;

a generating module 15, configured to generate a target distribution map according to the target safety coefficients of the plurality of first objects and the initial distribution map.

In one possible implementation, the second determining module 14 is specifically configured to:

Judging whether the first object has at least one auxiliary object or not;

if yes, acquiring a plurality of auxiliary object information of each auxiliary object, and determining a target safety coefficient of the first object according to the plurality of first object information and the plurality of auxiliary object information of each auxiliary object;

if not, determining the target safety coefficient of the first object according to the plurality of first object information and the weight of each first object information.

acquiring weights corresponding to the plurality of first object information and weights corresponding to each auxiliary object information of each auxiliary object;

and determining a target safety coefficient of the first object according to the plurality of first object information, the plurality of auxiliary object information of each auxiliary object, the weights corresponding to the plurality of first object information, the weights corresponding to the first object, the weights corresponding to each auxiliary object information of each auxiliary object and the weights corresponding to each auxiliary object.

Determining an auxiliary safety coefficient of each auxiliary object according to a plurality of auxiliary object information of the auxiliary object and a weight corresponding to each auxiliary object information;

determining a first safety coefficient of the first object according to the plurality of first object information and the weight corresponding to each first object information;

and determining the target safety coefficient of the first object according to the auxiliary safety coefficient of each auxiliary object and the first safety coefficient of the first object.

In one possible implementation, the generating module 15 is specifically configured to:

determining a rendering mode corresponding to the plurality of first objects according to the target safety coefficients of the plurality of first objects, wherein the rendering mode comprises at least one of the following: color, brightness, or background pattern;

and respectively carrying out rendering treatment on the corresponding distribution areas in the initial distribution map according to the rendering mode corresponding to each first object to obtain the target distribution map.

The data processing device provided by the embodiment of the application can execute the technical scheme shown in the embodiment of the method, and the implementation principle and the beneficial effects are similar, and the description is omitted.

Fig. 8 is a schematic structural diagram of another data processing apparatus according to an embodiment of the present application. With reference to fig. 8, referring to fig. 7, the data processing apparatus 10 further includes a display module 16.

Wherein the display module 16 is configured to:

displaying the target distribution map;

responding to clicking operation of a distribution area corresponding to a target object in the target distribution diagram, acquiring target object information of the target object, wherein the plurality of first objects comprise the target object;

determining a display area in the target profile;

and displaying the target object information in the display area of the target distribution map.

The display module 16 is also for:

and canceling display of the target object information in the target profile in response to a click operation on a non-display area in the target profile, wherein the non-display area is other areas than the display area in the target profile.

Fig. 9 is a schematic structural diagram of a terminal device according to an embodiment of the present application. Referring to fig. 9, the terminal device 20 may include: a memory 21, and a processor 22. The memory 21, the processor 22, are illustratively interconnected by a bus 23.

The memory 21 is used for storing program instructions;

the processor 22 is configured to execute the program instructions stored in the memory, so as to cause the terminal device 20 to execute the method shown in the above-mentioned method embodiment.

The terminal device provided by the embodiment of the application can execute the technical scheme shown in the embodiment of the method, and the implementation principle and the beneficial effects are similar, and are not repeated here.

Embodiments of the present application provide a computer-readable storage medium having stored therein computer-executable instructions for implementing the above-described method when the computer-executable instructions are executed by a processor.

Embodiments of the present application may also provide a computer program product comprising a computer program which, when executed by a processor, performs the above-described method.

All or part of the steps for implementing the method embodiments described above may be performed by hardware associated with program instructions. The foregoing program may be stored in a readable memory. The program, when executed, performs steps including the method embodiments described above; and the aforementioned memory (storage medium) includes: read-only memory (ROM), random-access memory (RAM), flash memory, hard disk, solid state disk, magnetic tape, floppy disk, optical disk, and any combination thereof.

Embodiments of the present application are described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processing unit of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processing unit of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

It will be apparent to those skilled in the art that various modifications and variations can be made to the embodiments of the present application without departing from the spirit and scope of the application. Thus, if such modifications and variations of the embodiments of the present application fall within the scope of the claims and the equivalents thereof, the present application is also intended to include such modifications and variations.

Claims

1. A method of data processing, comprising:

2. The method of claim 1, wherein determining a target security factor for the first object from a plurality of first object information for the first object comprises:

judging whether the first object has at least one auxiliary object or not;

3. The method of claim 2, wherein determining the target security factor for the first object based on the plurality of first object information and the plurality of auxiliary object information for each auxiliary object comprises:

4. The method of claim 3, wherein determining the target security coefficient for the first object based on the plurality of first object information, the plurality of auxiliary object information for each auxiliary object, the weights corresponding to the plurality of first object information, and the weights corresponding to each auxiliary object information for each auxiliary object comprises:

5. The method of any of claims 1-4, wherein generating a target profile from the target safety coefficients of the plurality of first objects and the initial profile comprises:

6. The method according to any one of claims 1-5, further comprising:

displaying the target distribution map;

determining a display area in the target profile;

7. The method of claim 6, further comprising, after displaying the target object information in the display area of the target profile:

8. A data processing apparatus, the apparatus comprising:

9. A terminal device, comprising:

at least one processor; and

a memory communicatively coupled to the at least one processor; wherein, the liquid crystal display device comprises a liquid crystal display device,

the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1 to 7.

10. A non-transitory computer readable storage medium storing computer instructions, wherein the computer instructions are for causing a computer to perform the method of any one of claims 1 to 7.