Recommended method and device for filling values in parameter change field, electronic equipment and storage medium

Abstract

The application discloses a parameter change field filling value recommendation method and device, electronic equipment and a storage medium. The method first determines effective historical filling values of a parameter change field. The effective historical filling values are filling values of the parameter change field in effective change application forms. The effective change application forms are application forms that have completed the parameter change process. Then, the historical filling probabilities of the effective historical filling values are calculated. Finally, the filling values of the parameter change field are recommended according to the historical filling probabilities, that is, the application can recommend the filling values of the parameter change field for filling personnel to refer to by combining the historical filling values of the corresponding parameter change field in the parameter change application, so as to solve the problem that the filling values of the parameter change fields are prone to errors when the parameter change application involves many changed parameters.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of data processing, in particular to a parameter change field filling value recommendation method and device, electronic equipment and storage medium. BACKGROUND

[0002] At present, the rapid and efficient processing of various bank businesses mainly depends on the bank information system. In order to cope with the instant changes of business and market, parameters are born. Parameters are a means of quickly, conveniently and low-costly making business meet the needs of supervision, market and customers.

[0003] With the continuous development of the bank information system, the number of parameters is also increasing, and the management of parameters is more important. Among them, the parameter change demand of the bank business department is an important part of parameter management.

[0004] The parameter management platform is a centralized parameter processing work system. The bank business department can submit a parameter change application through the platform. After being reviewed by the necessary approval department, it is transferred to the parameter maintenance department to maintain the parameters in the bank information system to meet the needs of all parties. However, the parameter change application generally needs to be manually improved according to experience and cognition to fill in the values of the parameter change fields in the parameter change application form. When the parameter change application involves changing many parameters, the values filled in each parameter change field are prone to errors. SUMMARY

[0005] Based on the deficiencies of the prior art, the present application provides a parameter change field filling value recommendation method, device, electronic equipment and storage medium, which can recommend the values filled in the parameter change fields for reference by the filling personnel by combining the historical filling values of the corresponding parameter change fields in the parameter change application, thereby solving the problem that when the parameter change application involves changing many parameters, the values filled in each parameter change field are prone to errors.

[0006] In order to achieve the above purpose, the present application provides the following technical solutions:

[0007] The first aspect of the present application provides a parameter change field filling value recommendation method, comprising:

[0008] determining the effective historical filling values of the parameter change fields; the effective historical filling values are the values filled in the parameter change fields in the effective change application form, and the effective change application form is an application form that has completed the parameter change process;

[0009] calculate the historical occurrence probability of each effective historical filling value;

[0010] recommend the values filled in the parameter change fields according to the historical occurrence probability.

[0011] Optionally, in the recommended method of filling the parameter change field with a value, after the value currently filled in the parameter change field is recommended according to the historical occurrence probability, the method further comprises:

[0012] obtaining the value currently filled in the parameter change field;

[0013] determining the occurrence probability of the value currently filled in all the valid historical filled values;

[0014] performing a color development process on the parameter change field based on the occurrence probability of the value currently filled.

[0015] Optionally, in the recommended method of filling the parameter change field with a value, the historical occurrence probability of each valid historical filled value is calculated, comprising:

[0016] determining the occurrence number of each valid historical filled value respectively;

[0017] for each valid historical filled value, comparing the occurrence number of the valid historical filled value with the occurrence numbers of all the valid historical filled values to obtain the historical occurrence probability of each valid historical filled value.

[0018] Optionally, in the recommended method of filling the parameter change field with a value, the historical occurrence probability of each valid historical filled value is calculated, comprising:

[0019] determining the occurrence number of each valid historical filled value respectively;

[0020] calculating the historical occurrence probability of each valid historical filled value based on the occurrence number of each valid historical filled value, the weight coefficient of the change application form and the auxiliary weight coefficient; wherein the formula used for the calculation is:

[0021] Q is the weight coefficient of the change application form, and S is the auxiliary weight.

[0022] Optionally, in the recommended method of filling the parameter change field with a value, the value currently filled in the parameter change field is recommended according to the historical occurrence probability, comprising:

[0023] sequencing the historical occurrence probability of each valid historical filled value in descending order to obtain a historical occurrence probability sequence of each valid historical filled value;

[0024] The effective historical filling values in the history appearance probability sequence are filled into the parameter change field in sequence according to the arrangement order.

[0025] The second aspect of the application provides a parameter change field filling value recommendation device, comprising:

[0026] The first determination unit is configured to determine effective historical filling values of the parameter change field, wherein the effective historical filling values are filling values of the parameter change field in effective change application forms, and the effective change application forms are application forms that have completed a parameter change process.

[0027] The calculation unit is configured to calculate a history appearance probability of each of the effective historical filling values.

[0028] The recommendation unit is configured to recommend a filling value of the parameter change field in sequence according to the history appearance probability.

[0029] Optionally, the parameter change field filling value recommendation device further comprises:

[0030] The acquisition unit is configured to acquire a current filling value of the parameter change field.

[0031] The second determination unit is configured to determine an appearance probability of the current filling value in all the effective historical filling values.

[0032] The processing unit is configured to perform color development processing on the parameter change field based on the appearance probability of the current filling value.

[0033] Optionally, in the parameter change field filling value recommendation device, the recommendation unit is specifically configured to:

[0034] The history appearance probability of each of the effective historical filling values is sorted in descending order to obtain a history appearance probability sequence of each of the effective historical filling values.

[0035] The effective historical filling values in the history appearance probability sequence are filled into the parameter change field in sequence according to the arrangement order.

[0036] The third aspect of the application discloses an electronic device, which is used to run a program, wherein the program performs the parameter change field filling value recommendation method disclosed in any one of the first aspect.

[0037] The fourth aspect of the present application discloses a computer storage medium, which comprises a program, wherein the program controls a device where the storage medium is located to execute the parameter changing field value filling value recommendation method disclosed in any one of the first aspect.

[0038] The present application provides a parameter changing field value filling value recommendation method, which firstly determines effective historical filling values of parameter changing fields; the effective historical filling values are values filled in parameter changing fields of effective changing application forms, and the effective changing application forms are application forms which have gone through parameter changing processes; then, historical filling probabilities of the effective historical filling values are calculated; finally, values filled in current parameter changing fields are recommended according to the historical filling probabilities, that is, the present application can recommend values filled in parameter changing fields for filling personnel to refer by combining historical filling values of corresponding parameter changing fields in parameter changing applications, and solve the problem that values filled in parameter changing fields are prone to errors when parameter changing applications involve many changing parameters. BRIEF DESCRIPTION OF DRAWINGS

[0039] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the drawings needed to be used in the embodiments or the prior art description will be briefly introduced below. Obviously, the drawings in the following description are only embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative effort on the basis of the provided drawings.

[0040] Figure 1 A flowchart of a parameter changing field value filling value recommendation method provided by an embodiment of the present application;

[0041] Figure 2 And Figure 3 Two flowcharts of calculation of historical appearance probabilities of effective historical filling values provided by an embodiment of the present application;

[0042] Figure 4 A flowchart of recommendation of values filled in current parameter changing fields provided by an embodiment of the present application;

[0043] Figure 5 A flowchart of a parameter changing field value filling value recommendation method provided by another embodiment of the present application;

[0044] Figure 6 An application flowchart of a parameter changing field value filling value recommendation method provided by another embodiment of the present application;

[0045] Figure 7 A structural schematic diagram of a parameter changing field value filling value recommendation device provided by an embodiment of the present application. DETAILED DESCRIPTION

[0046] 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. Obviously, the described embodiments are only part of the embodiments of the present application, rather than all the embodiments of the present application. Based on the embodiments in the present application, all other embodiments obtained by a person of ordinary skill in the art without creative effort belong to the scope of protection of the present application.

[0047] In the present application, the relationship terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "contain" or any other variants thereof are intended to cover non-exclusive inclusion, so that the process, method, article or equipment including a series of elements not only includes those elements, but also includes other elements not explicitly listed or inherent to such process, method, article or equipment. Without more limitations, the element defined by the statement "including a" does not exclude the presence of another identical element in the process, method, article or equipment including the element.

[0048] The embodiments of the present application provide a parameter change field value filling recommendation method, which can recommend the values filled in the parameter change fields for filling personnel to refer to in combination with the historical filling values of the corresponding parameter change fields in the parameter change application, and solves the problem that when the parameter change application involves many changed parameters, the values filled in each parameter change field are prone to errors.

[0049] Please refer to Figure 1 The parameter change field value filling recommendation method can be applied to a parameter management platform, and the method mainly includes the following steps:

[0050] S101, determine effective historical filling values of the parameter change fields.

[0051] The effective historical filling values are the values filled in the parameter change fields in the effective change application forms, and the effective change application forms are the application forms that have gone through the parameter change process.

[0052] It should be noted that there can be multiple parameter change fields in one change application form, and the parameter change field in the embodiments of the present application refers to the same parameter change field in each change application form. In practice, the values filled in the parameter change fields in each effective change application form can be the same or different.

[0053] It should be further explained that the application form that has completed the parameter change process refers to the change application form that has been proposed and completed the entire parameter change process in the parameter management platform and is qualified, and does not include the change application form that is not normally closed or in the process of transfer.

[0054] In actual application, the valid change application form can be obtained through the parameter management platform, and the filling value of the corresponding parameter change field in each valid change application form is obtained, so as to obtain the valid historical filling value of the parameter change field.

[0055] S102, the historical occurrence probability of each valid historical filling value is calculated.

[0056] In actual application, the specific process of performing step S102, calculating the historical occurrence probability of each valid historical filling value, can be as shown in the following table: Figure 2

[0057] S201, the occurrence number of each valid historical filling value is determined.

[0058] Among them, the occurrence number of each valid historical filling value can be counted from all valid historical filling values, so as to obtain the occurrence number of each valid historical filling value.

[0059] Since the valid historical filling value is the filling value of the corresponding parameter change field in the valid change application form, the occurrence number of each valid historical filling value can also be determined by counting the occurrence number of the filling value of the parameter change field in each valid change application form.

[0060] Suppose the number of valid change application forms is 600, among which 400 application forms have the filling value A of the parameter change field, 180 application forms have the filling value B of the parameter change field, and 20 application forms have the filling value C of the parameter change field, then the occurrence number of value A is 400, the occurrence number of value B is 180, and the occurrence number of value C is 20.

[0061] S202, for each valid historical filling value, the occurrence number of the valid historical filling value is compared with the occurrence number of all valid historical filling values, and the historical occurrence probability of each valid historical filling value is obtained.

[0062] ​In actual application, if it is assumed that the occurrence frequency of all effective historical filled values is 600, the occurrence frequency of a certain effective historical filled value is 400, the historical occurrence probability of the effective historical filled value is: 400 / 600 = 66.7%; if the occurrence frequency of a certain effective historical filled value is 180, the historical occurrence probability of the effective historical filled value is: 180 / 600 = 30%; if the occurrence frequency of a certain effective historical filled value is 20, the historical occurrence probability of the effective historical filled value is: 20 / 600 = 3.3%.

[0063] In addition to the specific manner of calculating the historical occurrence probability of each effective historical filled value shown above, the specific manner of calculating the historical occurrence probability of each effective historical filled value in actual application can also be as shown in Figure 3 Steps S301 and S302 are mainly included.

[0064] S301, the occurrence frequency of each effective historical filled value is determined respectively.

[0065] It should be noted that the specific process of performing step S301, determining the occurrence frequency of each effective historical filled value respectively, is the same as step S201, and can be referred to each other, which will not be repeated here.

[0066] S302, based on the occurrence frequency of each effective historical filled value, the weight coefficient and the auxiliary weight coefficient of the application form are changed for calculation, to obtain the historical occurrence probability of each effective historical filled value.

[0067] The formula used for calculation is: Q is the weight coefficient of the application form, and S is the auxiliary weight.

[0068] In actual application, in order to make each parameter more close to the actual situation, the weight setting can also be considered in the process of calculating the historical occurrence probability of each effective historical filled value. Among them, the weight coefficient of the parameter change field of the normal closed application form occurring in the previous month can be set to 1 based on the current time, the weight coefficient of the parameter change field of the normal closed application form occurring from the previous year to the previous month can be set to 0.8, the weight coefficient of the parameter change field of the normal closed application form occurring from the previous two years to the previous year can be set to 0.5, the weight coefficient of the parameter change field of the normal closed application form occurring from the previous five years to the previous two years can be set to 0.3, and the weight coefficient of the parameter change field of the normal closed application form occurring earlier can be set to 0.1.

[0069] Of course, in addition to the above manner, the specific value of the weight coefficient of the parameter change application form can be determined according to the application environment and user demand, which is not limited in the present application and is within the protection scope of the present application.

[0070] It should be noted that the specific value of the auxiliary weight can be adjusted according to each bank department, for example, the auxiliary weight corresponding to the department that submits the parameter change application form can be set to 1, and the auxiliary weight corresponding to other departments can be set to 0.9.

[0071] Of course, the specific value of the auxiliary weight can be determined according to the application environment and user demand, which is not limited in the present application and is within the protection scope of the present application.

[0072] In addition, in the process of calculating the historical occurrence probability of each valid historical filled value, only the influence of the weight coefficient or the auxiliary weight of the parameter change application form on the historical filling probability of the valid historical filled value can be considered according to the actual situation.

[0073] It can be understood that the weight coefficient can be distinguished according to time and user, and the historical occurrence probability of each valid historical filled value is calculated.

[0074] S103, recommending the value filled in the parameter change field according to the historical occurrence probability.

[0075] In practical application, the specific process of performing step S103, recommending the value filled in the parameter change field according to the historical occurrence probability, can be as shown in the following table: Figure 4 The specific process of performing step S103, recommending the value filled in the parameter change field according to the historical occurrence probability, can be as shown in the following table:

[0076] S401, respectively sorting the historical occurrence probability of each valid historical filled value in descending order to obtain the historical occurrence probability sequence of each valid historical filled value.

[0077] Similarly, assuming that the valid historical filled values of the parameter change field are value A, value B and value C, the historical occurrence probability of value A is 400 / 600=66.7%, the historical occurrence probability of value B is 180 / 600=30%, and the historical filling probability of value C is 20 / 600=3.3%; then the historical occurrence probability sequence of each valid historical filled value sorted in descending order can be {value A, value B, value C}.

[0078] S402, according to the arrangement order, the valid historical filled values in the historical occurrence probability sequence are recommended as the values filled in the parameter change field in sequence.

[0079] In actual application, if the historical occurrence probability sequence of each valid historical filled value is assumed to be {value A, value B, value C}, value A can be taken as the first recommended value of the current filled parameter change field, value B can be taken as the second recommended value of the current filled parameter change field, and value C can be taken as the third recommended value of the current filled parameter change field.

[0080] It should be noted that the drop-down list in which the probabilities of each value submitted in the past are ordered from large to small and marked with probabilities can be set, and when the parameter change field is clicked by the filling personnel, the drop-down list is popped up, so that the value recommendation of the current filled parameter change field is realized.

[0081] Based on the above principle, the parameter change field filled value recommendation method provided by the embodiment first determines the valid historical filled value of the parameter change field; the valid historical filled value is the value filled in the parameter change field of the valid change application form, and the valid change application form is the application form that has completed the parameter change process; then the historical occurrence probability of each valid historical filled value is calculated; finally, the value filled in the parameter change field is recommended according to the historical occurrence probability, that is, the application can recommend the value filled in the parameter change field for the filling personnel to refer in combination with the corresponding parameter change field value in the parameter change application, so as to solve the problem that when the parameter change application involves more changed parameters, the value filled in each parameter change field is prone to error.

[0082] Optionally, in another embodiment provided by the application, after step S103, the value filled in the current parameter change field is recommended according to the historical filled probability, please refer to Figure 5 The parameter change field filled value recommendation method can further include the following steps:

[0083] S501, obtaining the current filled value of the parameter change field.

[0084] In actual application, the current filled value of the parameter change field can be obtained by reading the value filled in the parameter change field in real time.

[0085] Of course, it is not limited to this, and the current filled value of the parameter change field can also be obtained by other existing ways, which are not limited in the application and are within the protection scope of the application.

[0086] S502, determining the occurrence probability of the current filled value in all valid historical filled values.

[0087] In practical applications, the same valid historical fill-in value as the current fill-in value can be found in all valid historical fill-in values, and the historical occurrence probability of the valid historical fill-in value is taken as the occurrence probability of the current fill-in value in all valid historical fill-in values.

[0088] S503, color processing is performed on the parameter change field based on the occurrence probability of the current fill-in value.

[0089] In practical applications, if the occurrence probability of the current fill-in value is less than the first preset probability, the background of the parameter change field is set to red; if the occurrence probability of the current fill-in value is greater than the second preset probability, the background of the parameter change field is set to green; if the occurrence probability of the current fill-in value is between the first preset probability and the second preset probability, the background of the parameter change field is set to yellow. The second preset probability is greater than the first preset probability.

[0090] Specifically, the first preset probability can be 5%, and the second preset probability can be 60%. Of course, it is not limited to this, and the specific values of the first preset probability and the second preset probability can also be determined according to the application environment and user demand, which are not limited by the present application and are within the protection scope of the present application.

[0091] It should be noted that setting the background of the parameter change field to different colors can prompt the fill-in personnel to some extent, which can to some extent reduce the problem that the values filled in each parameter change field are prone to errors when the parameter change application involves many changed parameters.

[0092] It should be further noted that setting the background of the parameter change field to a conspicuous red color represents that the current fill-in value is different from the fill-in values of most previous parameter change fields, which can remind the fill-in personnel to verify the correctness of the current fill-in value again; setting the background of the parameter change field to green represents that the current fill-in value is the same as the fill-in values of most previous parameter change fields; setting the background of the parameter change field to yellow represents that the current fill-in value has low relevance with the fill-in values of most previous parameter change fields, which needs to be reminded by the fill-in personnel.

[0093] Based on the recommended method of the fill-in value of the parameter change field provided in the above embodiment, combined with Figure 6 , assuming that the fill-in personnel is a user, the real-time process of the present application in the parameter management platform can be as follows:

[0094] When the user opens the parameter change application page, a component selection, parameter selection, and change scene selection page is first popped up.

[0095] According to the corresponding field values submitted by the user in the past, the value with the highest probability is automatically displayed, and the probability corresponding to the value is marked.

[0096] Click the field, automatically pop up the drop-down list in the order of the probability of each value submitted in the past and marked probability, support users to modify the drop-down list value or other values.

[0097] The parameter association platform determines the value input by the user for each field, dynamically calculates the real-time probability value of the subsequent associated field, and defaults the value with the highest probability to the user for confirmation, and the probability values in the second place are sequentially filled in the drop-down list for selection, and the probability corresponding to each value is marked.

[0098] When the value input by the user has a probability of less than 5% in the past filled application form, the field background is red, reminding the user to check and confirm whether the value is correct; when the value input by the user has a probability of greater than 60% in the past filled application form, the field background is green, reminding the user that the field value is the same as most of the change forms filled in the past; when the value input by the user has a probability of greater than or equal to 5% and less than or equal to 60% in the past filled application form, the field background is yellow, reminding the user that the field value needs attention.

[0099] It should be noted that when calculating the probability of the field value, the values of each field of the qualified application form that normally completes the entire parameter change process are selected for statistics, and the values of each field of the change form that is not normally closed or in the process of flow are not selected for statistics.

[0100] It should be further noted that in order to better reflect the function of the parameter advancing with the times, the statistical probability can also be weighted. Specifically, the weight coefficient Q of each field value of the normally closed change form occurring in the first month is 1; the weight coefficient Q of each field value of the normally closed change form occurring from the first year to the first month is 0.8; the weight coefficient Q of each field value of the normally closed change form occurring from the second year to the first year is 0.5; the weight coefficient Q of each field value of the normally closed change form occurring from the fifth year to the second year is 0.3; the weight coefficient Q of the change form earlier is 0.1. The auxiliary weight coefficient S of the user of the department is 1, and the auxiliary weight coefficient S of other users is 0.9. The calculation formula can be as follows:

[0101]

[0102] It should be noted that the above example is only one specific application example provided by the present application, but the application examples in actual application are not limited to the above, and can be deformed according to the application environment and user demand, as long as the implementation manner is the same as the principle and idea provided by the present application, which is within the protection scope of the present application.

[0103] On the basis of the quantity adjustment method provided in the above embodiments, another embodiment of the present application further provides a parameter change field value filling value recommendation device, which can also be applied to the parameter management platform, please refer to Figure 7 The device mainly comprises:

[0104] The first determination unit 101 is configured to determine effective historical filling values of the parameter change field; the effective historical filling values are values filled in the parameter change field of the effective change application form, and the effective change application form is an application form that has completed the parameter change process.

[0105] The calculation unit 102 is configured to calculate the historical occurrence probability of each effective historical filling value.

[0106] The recommendation unit 103 is configured to recommend the value filled in the parameter change field according to the historical occurrence probability.

[0107] Optionally, the calculation unit 102 is specifically configured to:

[0108] Determine the occurrence number of each effective historical filling value respectively.

[0109] For each effective historical filling value, compare the occurrence number of the effective historical filling value with the occurrence numbers of all effective historical filling values to obtain the historical occurrence probability of each effective historical filling value.

[0110] Optionally, the calculation unit 102 is specifically configured to:

[0111] Determine the occurrence number of each effective historical filling value respectively.

[0112] Based on the occurrence number of each effective historical filling value, the weight coefficient of the change application form and the auxiliary weight coefficient are calculated to obtain the historical occurrence probability of each effective historical filling value; wherein the formula used for calculation is: Q is the weight coefficient of the change application form, and S is the auxiliary weight.

[0113] Optionally, the recommendation unit 103 is specifically configured to:

[0114] Sort the historical occurrence probability of each effective historical filling value in descending order to obtain a historical occurrence probability sequence of each effective historical filling value.

[0115] According to the arrangement order, each effective historical filling value in the historical occurrence probability sequence is recommended as the value filled in the parameter change field in sequence.

[0116] Optionally, the device further comprises:

[0117] The acquisition unit is configured to acquire a current input value of the parameter change field.

[0118] The second determination unit is configured to determine an occurrence probability of the current input value in all valid historical input values.

[0119] The processing unit is configured to perform color development processing on the parameter change field based on the occurrence probability of the current input value.

[0120] It should be noted that the specific principles and execution processes of each unit of the parameter change field input value recommendation device disclosed in the above embodiment are the same as those of the parameter change field input value recommendation method disclosed in the above embodiment, and can be referred to the corresponding part of the parameter change field input value recommendation method disclosed in the above embodiment, which will not be described here.

[0121] In the parameter change field input value recommendation device provided in the embodiment, the first determination unit 101 is configured to determine valid historical input values of the parameter change field; the valid historical input values are input values of the parameter change field in valid change application forms; the calculation unit 102 is configured to calculate historical occurrence probabilities of the valid historical input values; and the recommendation unit 103 is configured to recommend a value input in the parameter change field according to the historical occurrence probabilities, that is, the application can recommend the value input in the parameter change field for the input personnel to refer to by combining historical input values of the corresponding parameter change field in the parameter change application, thereby solving the problem that the value input in each parameter change field is prone to errors when the parameter change application involves many changed parameters.

[0122] The embodiment of the application further discloses an electronic device for running a program, wherein the program performs the parameter change field input value recommendation method disclosed in the above embodiment when running.

[0123] It should be noted that the related description of the parameter change field input value recommendation method can be referred to the corresponding embodiment disclosed above, which will not be described here.

[0124] The embodiment of the application further discloses a computer storage medium, which comprises a program, wherein the program controls a device where the storage medium is located to perform the parameter change field input value recommendation method disclosed in any of the above embodiments when running.

[0125] It should be noted that the related description of the parameter change field input value recommendation method can be referred to the corresponding embodiment disclosed above, which will not be described here.

[0126] In the context of the present disclosure, a computer storage medium can be a tangible medium that can contain or store the program for use by or in connection with the instruction execution system, apparatus, or device. The machine-readable medium can be a machine-readable signal medium or a machine-readable storage medium. Machine-readable media can include, but are not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of the machine-readable storage medium will include one or more lines of electrical connections, portable computer disks, hard disks, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or Flash memory), optical fibers, portable compact disc read-only memories (CD-ROMs), optical storage devices, magnetic storage devices, or any suitable combination of the foregoing.

[0127] Those skilled in the art will further appreciate that the units and algorithms described in connection with the examples disclosed herein can be embodied directly in hardware, computer software, or any combination thereof. To clearly illustrate this interchangeability of hardware and software, various examples disclosed herein have been described in general terms that are applicable to both hardware and software implementations.

[0128] The above description of disclosed embodiments provides enabling concepts for practicing or using the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and generic principles defined herein can be applied to other embodiments without departing from the spirit or scope of the application. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims

1. A method of recommending a value for filling in a parameter change field, characterized by, The method comprises the following steps: determining effective historical filling values of the parameter change field; the effective historical filling values are values filled in the parameter change field in valid change application forms which have completed the parameter change process; calculating historical occurrence probabilities of each of the effective historical filling values; recommending values currently filled in the parameter change field according to the historical occurrence probabilities; obtaining the values currently filled in the parameter change field; determining occurrence probability of the values currently filled in the parameter change field among all the effective historical filling values; performing color display processing on the parameter change field based on the occurrence probability of the values currently filled in the parameter change field; the color display processing comprises the following steps: setting a background of the parameter change field as a conspicuous red color, indicating that the values currently filled in the parameter change field are different from most of the values filled in the parameter change field in the past, so as to remind the person filling in the form to recheck the correctness of the values currently filled in the parameter change field; setting the background of the parameter change field as a green color, indicating that the values currently filled in the parameter change field are the same as most of the values filled in the parameter change field in the past; and setting the background of the parameter change field as a yellow color, indicating that the values currently filled in the parameter change field have a low correlation with most of the values filled in the parameter change field in the past, so as to remind the person filling in the form to pay attention. The method for calculating the historical occurrence probabilities of each of the effective historical filling values comprises the following steps:

2. The method of claim 1, wherein the parameter is changed in the step of changing the parameter. determining occurrence times of each of the effective historical filling values respectively; for each of the effective historical filling values, comparing the occurrence times of the effective historical filling value with occurrence times of all the effective historical filling values, to obtain the historical occurrence probability of each of the effective historical filling values. The method for calculating the historical occurrence probabilities of each of the effective historical filling values comprises the following steps:

3. The method of claim 1, wherein the parameter is a parameter of a parameter field of a form, and the recommended value is a value of the parameter field. determining occurrence times of each of the effective historical filling values respectively; Q is a weight coefficient of the change application form, and S is the auxiliary weight. The historical occurrence probability of each of the effective historical fill-in values is obtained by changing the weight coefficient and the auxiliary weight coefficient of the application form according to the number of occurrences of each of the effective historical fill-in values, wherein the formula used for the calculation is: , The method for recommending values currently filled in the parameter change field according to the historical occurrence probabilities comprises the following steps:

4. The method of claim 1, wherein the parameter is a parameter of a parameter field of a form. sequentially arranging the historical occurrence probabilities of each of the effective historical filling values in descending order, to obtain a historical occurrence probability sequence of each of the effective historical filling values; in the sequence, each of the effective historical filling values in the historical occurrence probability sequence is recommended as a value currently filled in the parameter change field. The method comprises the following steps:

5. A parameter change field value filling recommendation device characterized by comprising: a first determining unit is configured to determine effective historical filling values of the parameter change field; the effective historical filling values are values filled in the parameter change field in valid change application forms which have completed the parameter change process; a calculating unit is configured to calculate historical occurrence probabilities of each of the effective historical filling values; a recommending unit is configured to recommend values currently filled in the parameter change field according to the historical occurrence probabilities; an obtaining unit is configured to obtain the values currently filled in the parameter change field; a second determining unit is configured to determine occurrence probability of the values currently filled in the parameter change field among all the effective historical filling values; ​ The processing unit is configured to perform color development processing on the parameter change field based on the occurrence probability of the current filled-in value. The color development processing includes: setting the background of the parameter change field to a conspicuous red color, indicating that the current filled-in value is different from the filled-in values of most previous parameter change fields, so as to remind the person filling out the form to recheck the correctness of the current filled-in value; setting the background of the parameter change field to green, indicating that the current filled-in value is the same as the filled-in values of most previous parameter change fields; and setting the background of the parameter change field to yellow, indicating that the current filled-in value has low relevance with the filled-in values of most previous parameter change fields, so as to remind the person filling out the form to pay attention.

6. The parameter change field value filling value recommendation device according to claim 5, characterized by, The recommendation unit is specifically configured to: sort the historical occurrence probabilities of each of the effective historical filled-in values in descending order to obtain a historical occurrence probability sequence of each of the effective historical filled-in values; recommend each effective historical filled-in value in the historical occurrence probability sequence as a value filled in the parameter change field in a sequence.

7. An electronic device, comprising: The electronic device is configured to run a program, and the program is configured to perform the parameter change field filled-in value recommendation method in any one of claims 1-4 when the program is running.

8. A computer storage medium, characterized in that, The storage medium includes a program, and the program is configured to control the device where the storage medium is located to perform the parameter change field filled-in value recommendation method in any one of claims 1-4 when the program is running.

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