CN118133793A

CN118133793A - Form generation method, form generation device, computer equipment and storage medium

Info

Publication number: CN118133793A
Application number: CN202410429601.8A
Authority: CN
Inventors: 马宝华; 周秋蓉; 李葆斐
Original assignee: China Construction Bank Corp; CCB Finetech Co Ltd
Current assignee: China Construction Bank Corp; CCB Finetech Co Ltd
Priority date: 2024-04-10
Filing date: 2024-04-10
Publication date: 2024-06-04

Abstract

The application relates to the technical field of big data processing, and particularly discloses a form generation method, a form generation device, computer equipment, a storage medium and a computer program product. The method comprises the following steps: responding to a trigger instruction generated by a received form, displaying candidate risk assessment form items, wherein each candidate risk assessment form item comprises a plurality of information items to be filled in, the candidate risk assessment form items comprise form items obtained based on target data, and the target data are obtained by screening from a preset resource interaction database by using preset keywords; in response to receiving a selection instruction for the candidate risk assessment form item, determining a target risk assessment form item corresponding to the selection instruction; and generating a target risk assessment form matched with the target risk assessment form item in response to receiving a confirmation instruction of form generation. By adopting the method, the flow can be simplified, and the efficiency and the accuracy of form generation can be improved.

Description

Form generation method, form generation device, computer equipment and storage medium

Technical Field

The present application relates to the field of big data processing technology, and in particular, to a form generating method, an apparatus, a computer device, a storage medium, and a computer program product.

Background

When the resource interaction mechanism performs resource interaction with the resource interaction account, in order to ensure the safety and reliability of the resource interaction, the risk of the resource interaction needs to be evaluated. In the traditional technology, a background operator generates a risk assessment form, a business operator fills in the risk assessment form, and risk assessment is carried out according to data in the risk assessment form.

In general, when generating a risk assessment form, a background operator needs to acquire a resource interaction account to be assessed and corresponding resource interaction information, and generates each to-be-filled information in the form one by one according to risk assessment requirements. However, the risk assessment form is generated by the method, the requirements on background operators are high, the manual workload is high, the flow is complicated, the efficiency is low, and the form generation time is poor.

Disclosure of Invention

In view of the foregoing, it is desirable to provide a form generating method, apparatus, computer device, computer-readable storage medium, and computer program product that can simplify the flow and improve the efficiency.

In a first aspect, the present application provides a form generating method, including:

Responding to a trigger instruction generated by a received form, displaying candidate risk assessment form items, wherein each candidate risk assessment form item comprises a plurality of information items to be filled in, the candidate risk assessment form items comprise form items obtained based on target data, and the target data are obtained by screening from a preset resource interaction database by using preset keywords;

In response to receiving a selection instruction for the candidate risk assessment form item, determining a target risk assessment form item corresponding to the selection instruction;

and generating a target risk assessment form matched with the target risk assessment form item in response to receiving a confirmation instruction of form generation.

In one embodiment, the determining manner of the candidate risk assessment list item includes:

acquiring preset keywords, wherein the preset keywords are determined based on historical risk assessment data;

Screening target data from a preset resource interaction database according to the preset keywords, wherein the preset resource interaction database comprises risk assessment rule information;

And inputting the target data into an item generation model, and outputting candidate risk assessment form items through the item generation model, wherein the item generation model is trained based on the association relation between the historical risk assessment form items and the corresponding data labels.

In one embodiment, after the target data is selected from the preset interaction database, the method further includes:

Acquiring candidate risk assessment form items matched with the target data under the condition that the candidate risk assessment form items exist;

and updating the information items to be filled in, which are matched with the target data, in the candidate risk evaluation form items to obtain updated candidate risk evaluation form items.

In one embodiment, the generating the target risk assessment form that matches the target risk assessment form item includes:

generating an initial risk assessment form matched with the target risk assessment form item;

And adjusting the initial risk assessment form according to the historical form use evaluation information to obtain a target risk assessment form.

In one embodiment, the determining, in response to receiving a selection instruction for the candidate risk assessment form item, a target risk assessment form item corresponding to the selection instruction includes:

in response to receiving a selection instruction of the candidate risk assessment form items, determining initial risk assessment form items corresponding to the selection instruction;

And responding to receiving an editing instruction for the initial risk assessment form item, and adjusting the initial risk assessment form item according to the editing instruction to obtain a target risk assessment form item.

In one embodiment, the method further comprises:

Acquiring using evaluation information of history list items;

And adjusting the candidate risk evaluation form item according to the history form item using evaluation information until the adjusted candidate risk evaluation form item meets a preset condition, and obtaining an updated candidate risk evaluation form item.

In a second aspect, the present application also provides a form generating apparatus, including:

The display module is used for displaying candidate risk assessment form items in response to receiving a trigger instruction generated by a form, wherein each candidate risk assessment form item comprises a plurality of information items to be filled in, the candidate risk assessment form items comprise form items determined based on target data, and the target data are obtained by screening from a preset resource interaction database by using preset keywords;

The determining module is used for determining target risk assessment form items corresponding to the selection instructions in response to receiving the selection instructions of the candidate risk assessment form items;

And the generation module is used for generating a target risk assessment form matched with the target risk assessment form item in response to receiving a confirmation instruction for form generation.

In one embodiment, the apparatus further includes a module for determining the candidate risk assessment list item, the module for determining the candidate risk assessment list item further including:

the first acquisition sub-module is used for acquiring preset keywords, wherein the preset keywords are determined based on historical risk assessment data;

The screening module is used for screening target data from a preset resource interaction database according to the preset keywords, wherein the preset resource interaction database comprises risk assessment rule information;

The input module is used for inputting the target data into an item generation model, and outputting candidate risk assessment form items through the item generation model, wherein the item generation model is obtained by training based on the association relation between the historical risk assessment form items and the corresponding data labels.

In one embodiment, after the screening module, the method further includes:

The second acquisition sub-module is used for acquiring candidate risk assessment form items matched with the target data under the condition that the candidate risk assessment form items exist;

And the updating sub-module is used for updating the information items to be filled in, which are matched with the target data, in the candidate risk evaluation form items to obtain updated candidate risk evaluation form items.

In one embodiment, the generating module includes:

A first generation sub-module for generating an initial risk assessment form that matches the target risk assessment form item;

And the first adjusting module is used for adjusting the initial risk assessment form according to the historical form use evaluation information to obtain a target risk assessment form.

In one embodiment, the determining module includes:

The first determining submodule is used for determining initial risk assessment form items corresponding to the selection instructions in response to receiving the selection instructions of the candidate risk assessment form items;

And the second adjusting module is used for responding to the receiving of the editing instruction of the initial risk assessment form item, and adjusting the initial risk assessment form item according to the editing instruction to obtain a target risk assessment form item.

In one embodiment, the apparatus further comprises:

a third obtaining sub-module for obtaining the history list item use evaluation information;

And the third adjustment module is used for adjusting the candidate risk evaluation form item according to the history form item using evaluation information until the adjusted candidate risk evaluation form item meets a preset condition, and obtaining an updated candidate risk evaluation form item.

In a third aspect, embodiments of the present disclosure also provide a computer device. The computer device comprises a memory storing a computer program and a processor implementing the steps of the method of any of the embodiments of the present disclosure when the computer program is executed.

In a fourth aspect, embodiments of the present disclosure also provide a computer-readable storage medium. The computer readable storage medium has stored thereon a computer program which, when executed by a processor, implements the steps of the method of any of the embodiments of the present disclosure.

In a fifth aspect, embodiments of the present disclosure also provide a computer program product. The computer program product comprises a computer program which, when executed by a processor, implements the steps of the method according to any of the embodiments of the present disclosure.

According to the form generation method, the device, the computer equipment, the storage medium and the computer program product, when the risk evaluation forms need to be generated to carry out risk evaluation on resource interaction, candidate risk evaluation form items are displayed in response to receiving a trigger instruction generated by the forms, target risk evaluation form items corresponding to the selection instruction are determined in response to receiving a selection instruction for the candidate risk evaluation form items, and a target risk evaluation form matched with the target risk evaluation form items is generated in response to receiving a confirmation instruction generated by the forms, so that the target risk evaluation form for carrying out resource interaction risk evaluation can be quickly and accurately generated; in the embodiment, the target data can be automatically screened from the preset resource interaction database and the candidate risk assessment form is generated for the user to select, the user does not need to manually select the information item to be filled according to the risk assessment requirement, the form generation flow is simplified, the configuration efficiency of the form materials is greatly improved, the form generation efficiency is improved, the risk assessment requirement can be responded in time, the accuracy, timeliness and reliability of the resource assessment are ensured, and the user experience is improved; and candidate risk assessment projects are generated, so that reusable form materials are formed, the repeated cost of maintenance and configuration is effectively saved, meanwhile, the form materials are shared among users, and the accuracy and reliability of the generated form are improved.

Drawings

In order to more clearly illustrate the embodiments of the present application or the technical solutions in the related art, the drawings that are required to be used in the embodiments or the related technical descriptions will be briefly described, and it is apparent that the drawings in the following description are only some embodiments of the present application, and other drawings may be obtained according to the drawings without inventive effort for those skilled in the art.

FIG. 1 is an application environment diagram of a form generation method in one embodiment;

FIG. 2 is a flow diagram of a form generation method in one embodiment;

FIG. 3 is a flow diagram of a method of determining candidate risk assessment list items in one embodiment;

FIG. 4 is a flow chart of a form generating method in another embodiment;

FIG. 5 is a flow chart of a form generating method in another embodiment;

FIG. 6 is a flow chart of a form generating method in another embodiment;

FIG. 7 is a flow chart of a form generating method in another embodiment;

FIG. 8 is a flow chart of a form generating method in another embodiment;

FIG. 9 is a block diagram showing the structure of a form generating apparatus in one embodiment;

Fig. 10 is an internal structural view of a computer device in one embodiment.

Detailed Description

The present application will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present application more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.

The technical scheme of the application obtains, stores, uses, processes and the like the data, which all meet the relevant regulations of national laws and regulations.

The form generation method provided by the embodiment of the application can be applied to an application environment shown in fig. 1. Wherein the terminal 102 communicates with the server 104 via a network. The data storage system may store data that the server 104 needs to process. The data storage system may be integrated on the server 104 or may be located on a cloud or other network server. The terminal 102 receives a trigger instruction for form generation, displays candidate risk assessment form items, determines a target risk assessment form item corresponding to the selection instruction in response to receiving the selection instruction for the candidate risk assessment form items, and generates a target risk assessment form matched with the target risk assessment form item in response to receiving a confirmation instruction for form generation. The terminal 102 may be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers, internet of things devices and portable wearable devices, where the internet of things devices may be smart speakers, smart televisions, smart air conditioners, smart vehicle devices, etc. The portable wearable device may be a smart watch, smart bracelet, headset, or the like. The server 104 may be implemented as a stand-alone server or as a cluster of servers.

In one embodiment, as shown in fig. 2, a form generating method is provided, where the method is applied to a terminal to illustrate the method, it is understood that the method may also be applied to a server, and may also be applied to a system including the terminal and the server, and implemented through interaction between the terminal and the server. In this embodiment, the method includes the steps of:

Step S210, responding to a trigger instruction for generating a received form, displaying candidate risk assessment form items, wherein each candidate risk assessment form item comprises a plurality of information items to be filled in, the candidate risk assessment form items comprise form items obtained by determining based on target data, and the target data are obtained by screening from a preset resource interaction database by using preset keywords;

In the embodiment of the disclosure, the candidate risk assessment form item is displayed in response to receiving the trigger instruction generated by the form, wherein the trigger instruction generated by the form can be sent by the user through the form generation interface, and when the trigger instruction generated by the form is received, the form can be considered to be required to be generated at the moment, so that the candidate risk assessment item is displayed for the user to select. In one example, one or more candidate risk assessment form items may be included, where each candidate risk assessment form item corresponds to an item name, such as "account basic information," "account resource interaction condition," "resource source verification condition," and so on, each candidate risk assessment form item includes a plurality of information items to be filled out, where the plurality of information items to be filled out are information items associated with the form item, such as "account name," "account address," "industry to which an account belongs," "account identification information," and so on, where the information items to be filled out in the candidate risk assessment form item "account basic information" may include, but are not limited to, "account name," "account address," "industry to which an account belongs," and so on, and may be specifically adjusted according to an actual application scenario. The candidate risk evaluation list items comprise list items determined based on target data, and can also comprise, but are not limited to, list items generated by selecting information items to be filled by a user, and the like, and can be specifically obtained according to actual application scene setting. The target data is obtained by screening a preset keyword from a preset resource interaction database, the preset resource interaction database may include a database corresponding to an information source (such as a public database, a government agency website, etc.) associated with resource interaction risk assessment, the preset keyword may be a keyword obtained by screening according to a risk assessment scene, and the data associated with the resource interaction risk assessment, namely, the target data, may be obtained by screening the preset keyword from the preset resource interaction data. In one example, when the candidate risk evaluation form item is displayed, information such as historical use evaluation information, historical use times and the like of the candidate risk evaluation form item can be displayed at the same time, so that a user can check and select, and the reliability of a subsequent generated form is ensured.

Step S220, in response to receiving a selection instruction for the candidate risk assessment form item, determining a target risk assessment form item corresponding to the selection instruction;

In the embodiment of the disclosure, in response to receiving a selection instruction for a candidate risk assessment form item, a target risk assessment form item corresponding to the selection instruction is determined. For example, a selection instruction for the candidate risk assessment form item may be received at a display interface of the candidate risk assessment form item, and when the selection instruction is received, the candidate risk assessment form item corresponding to the selection instruction is determined to be a target risk assessment form item, where the target risk assessment form item may include one or more target risk assessment form items. In one example, when a target risk assessment form item is selected from the candidate risk assessment form items, the selected form item may be edited by an editing instruction so that the selected form item is closer to the current usage scenario.

And step S230, in response to receiving a confirmation instruction of form generation, generating a target risk assessment form matched with the target risk assessment form item.

In the embodiment of the disclosure, in response to receiving a confirmation instruction for form generation, a target risk assessment form matched with a target risk assessment form item is generated. For example, one or more form items may be included in the risk assessment form. When a confirmation instruction of form generation is received, the form item is considered to be selected at the moment, a complete form can be generated, and at the moment, a target risk assessment form is generated according to the target risk assessment form item. In one example, all the information items to be filled in the target risk assessment form item can be directly used as the information items to be filled in the target risk assessment form to obtain the target risk assessment form; in another example, summary processing and screening may be performed on information items to be filled in the target risk evaluation form item, and the screened information items to be filled in are used as information items to be filled in the target risk evaluation form to obtain the target risk evaluation form, where a screening rule may be obtained according to an actual application scenario, for example, screening out repeated items and the like. In one possible implementation manner, after the target risk assessment form is obtained, the target risk assessment form may be sent to the service account, so that the service personnel can collect information according to the information items to be filled in the target risk assessment form, thereby performing subsequent risk assessment.

In one example, the generated target risk assessment form may also be stored in a form library, and a form generation model is trained based on the form library and machine learning techniques. When the risk assessment forms are needed, a user can select the needed forms from a form library, and also can input the needs into a form generation model, and the forms are generated through the form generation model.

According to the method and the device for generating the risk assessment form, when risk assessment needs to be performed on resource interaction by generating the risk assessment form, a trigger instruction generated by the form is received, candidate risk assessment form items are displayed, a selection instruction for the candidate risk assessment form items is received, a target risk assessment form item corresponding to the selection instruction is determined, a confirmation instruction generated by the form is received, and a target risk assessment form matched with the target risk assessment form item is generated, so that a target risk assessment form for performing resource interaction risk assessment can be quickly and accurately generated; in the embodiment, the target data can be automatically screened from the preset resource interaction database and the candidate risk assessment form is generated for the user to select, the user does not need to manually select the information item to be filled according to the risk assessment requirement, the form generation flow is simplified, the configuration efficiency of the form materials is greatly improved, the form generation efficiency is improved, the risk assessment requirement can be responded in time, the accuracy, timeliness and reliability of the resource assessment are ensured, and the user experience is improved; and candidate risk assessment projects are generated, so that reusable form materials are formed, the repeated cost of maintenance and configuration is effectively saved, meanwhile, the form materials are shared among users, and the accuracy and reliability of the generated form are improved.

In one embodiment, as shown in fig. 3, the determining manner of the candidate risk assessment list item includes:

step S310, obtaining preset keywords, wherein the preset keywords are determined based on historical risk assessment data;

Step S320, screening target data from a preset resource interaction database according to the preset keywords, wherein the preset resource interaction database comprises risk assessment rule information;

step S330, inputting the target data into an item generation model, and outputting candidate risk assessment form items through the item generation model, wherein the item generation model is trained based on the association relationship between the historical risk assessment form items and the corresponding data labels.

In embodiments of the present disclosure, candidate risk assessment form items may be determined from the target data. The preset keywords may be determined based on historical risk assessment data, and in one example, data may be screened according to the historical risk assessment data, and words or phrases with high frequency may be screened and processed to obtain the preset keywords. And screening target data from a preset resource interaction database according to preset keywords, wherein the preset resource interaction database comprises risk assessment rule information such as risk assessment rule files issued by government agency websites and the like. In one example, the data in the preset resource interaction database is updated along with the change of the information source, and when the target data is obtained according to the preset keyword, the target data can be periodically screened from the updated preset resource interaction database according to the preset duration. Inputting target data into an item generation model, and inputting candidate risk assessment form items through the item generation model, wherein the item generation model can be obtained by training based on the association relation between the historical risk assessment form items and corresponding data labels, and in one example, the historical risk assessment form items can be form items manually formulated by a user. In one possible implementation manner, an initial project generation model may be constructed according to a machine learning algorithm, and the initial project generation model may be trained by using a historical risk assessment form item sample, where the historical risk assessment form item sample includes a historical risk assessment form item marked with a data tag, and when a difference between an output result of the model obtained by training and the tag meets a preset requirement, the model output accuracy at this time may be considered to be higher, and the model output accuracy may be used to generate the form item to obtain a project generation model.

According to the method and the device for generating the candidate risk assessment form, the item generation model is generated based on historical data, and can automatically generate the candidate risk assessment form item according to the target data which is newly acquired from the preset resource interaction database, so that the automatic generation of the candidate risk assessment form item is realized, the generation efficiency of the candidate risk assessment form item is effectively improved, meanwhile, the accuracy and the reliability of the generated candidate risk assessment form item are guaranteed, the flow of the follow-up form generation is simplified, and the form generation efficiency is improved.

In one embodiment, as shown in fig. 4, after the target data is obtained by screening from the preset interaction database, the method further includes:

step S410, acquiring candidate risk assessment form items matched with the target data in the case that the candidate risk assessment form items exist;

and step S420, updating the information items to be filled in, which are matched with the target data, in the candidate risk evaluation form items to obtain updated candidate risk evaluation form items.

In the embodiment of the disclosure, after the target data is obtained by screening, when a candidate risk evaluation form item matched with the target data exists, the form item is generated based on the data with the same data type of the target data, so that the generated candidate risk evaluation form item needs to be updated according to the target data. And acquiring candidate risk evaluation form items matched with the target data, updating the information items to be filled in, which are matched with the target data, in the candidate risk evaluation form items according to the target data obtained by screening, wherein the updating operation can comprise, but is not limited to, adding, deleting, modifying and the like, and obtaining updated candidate risk evaluation form items. In one example, a unified update period may also be set, where when there is a candidate risk assessment form item that matches the target data, the target data is stored, and when the update period is reached, the candidate risk assessment form item is updated according to the stored target data, so as to obtain an updated candidate risk assessment form item.

According to the method and the device for updating the candidate risk assessment form item, when the candidate risk assessment form item matched with the target data exists, the information item to be filled in the candidate risk assessment form item can be updated according to the target data, and the updated candidate risk assessment form item is obtained, so that the form item can be automatically updated according to the data which are newly acquired from the preset interaction database, timeliness and accuracy of the candidate risk assessment form item are guaranteed, the condition that the form item is omitted due to the fact that the rule is changed and not updated in time is avoided, and accuracy and reliability of the generated form are further improved.

In one embodiment, as shown in fig. 5, the generating the target risk assessment form that matches the target risk assessment form item includes:

Step S231, generating an initial risk assessment form matched with the target risk assessment form item;

and step S232, adjusting the initial risk assessment form according to the history form use evaluation information to obtain a target risk assessment form.

In the embodiment of the disclosure, the generated initial risk assessment form can be adjusted and optimized according to the historical form use evaluation information. Illustratively, an initial risk assessment form is first generated from the target risk assessment form. Historical form usage rating information is obtained, including but not limited to user usage satisfaction scores, user usage frequency, user usage comments, and the like. In one example, historical form usage assessment information may be determined for use feedback based on business personnel. And adjusting the initial risk assessment form according to the historical form use evaluation information to obtain a target risk assessment form. In one example, text data related to the information items to be filled out can be extracted from the historical form use evaluation information through a text recognition model, and the corresponding information items to be filled out in the initial risk evaluation form are adjusted according to the extracted text data, so that the target risk evaluation form is obtained.

According to the method and the device for optimizing the target risk assessment form, the generated initial risk assessment form is adjusted according to the historical form use evaluation information, and the target risk assessment form is obtained, so that the generated form can be optimized and improved based on user use feedback, the target risk assessment form which is more in line with an actual use scene and is more accurate and reliable is obtained, dynamic intelligent maintenance of the form is achieved, and the method and the device are applicable to more application scenes.

In one embodiment, as shown in fig. 6, the determining, in response to receiving a selection instruction for the candidate risk assessment form item, a target risk assessment form item corresponding to the selection instruction includes:

Step S221, in response to receiving a selection instruction for the candidate risk assessment form item, determining an initial risk assessment form item corresponding to the selection instruction;

Step S222, in response to receiving the editing instruction for the initial risk assessment form item, adjusting the initial risk assessment form item according to the editing instruction to obtain a target risk assessment form item.

In the embodiment of the disclosure, the selected form item can be edited to obtain the target risk assessment form item. Illustratively, in response to receiving a selection instruction for a candidate risk assessment form item, the selected candidate risk assessment form item is determined to be an initial risk assessment form item. And responding to the received editing instruction for the initial risk assessment form item, and adjusting the initial risk assessment form item according to the received editing instruction to obtain the target risk assessment form item. The editing instruction may include, but is not limited to, a deletion instruction of an information item to be filled in, a new instruction of an information item to be filled in, a modification instruction of an information item to be filled in, and the like. After receiving the editing instruction, the information item to be filled corresponding to the editing instruction in the initial risk assessment form item can be determined, and the information item to be filled is adjusted according to the editing type corresponding to the editing instruction, so that the target risk assessment form item is obtained.

According to the embodiment of the disclosure, when the editing instruction for the selected initial risk assessment form item is received, the initial risk assessment form item is adjusted according to the editing instruction, so that the target risk assessment form item is obtained, editing optimization of a user on the risk assessment form item is supported, the intelligence of form generation and maintenance is further improved, the generated form is more targeted, the risk assessment requirement in an actual application scene can be met, and the accuracy and reliability of the generated form are further improved.

In one embodiment, as shown in fig. 7, the method further comprises:

step S710, obtaining the use evaluation information of the history list item;

And step S720, adjusting the candidate risk evaluation form item according to the history form item using evaluation information until the adjusted candidate risk evaluation form item meets a preset condition, and obtaining an updated candidate risk evaluation form item.

In the embodiment of the disclosure, the candidate risk evaluation list item can be adjusted and updated according to the history list item using evaluation information. Illustratively, the history list item use evaluation information is obtained, the candidate risk evaluation list item is adjusted according to the history list item use evaluation information until the adjusted candidate risk evaluation list item meets a preset condition, and the updated candidate risk evaluation list item is obtained. The preset condition may be set according to an actual application scenario, in an example, the preset condition may be set that the satisfaction degree score of the business personnel is greater than a preset score, that is, the adjusted candidate risk assessment form item may be sent to the business account to perform satisfaction degree score, when the satisfaction degree score is greater than the preset score, the adjusted candidate risk assessment form item may be considered to meet the requirement, and the updated candidate risk assessment form item may be determined to be displayed on a display interface for the user to select and generate a form.

According to the embodiment of the disclosure, the candidate risk assessment form item is adjusted according to the history form item use evaluation information, so that the adjusted candidate risk assessment form item meeting the preset condition is obtained, continuous updating adjustment of the candidate risk assessment form item according to user use experience is achieved, the candidate risk assessment form item is ensured to be closer to an actual use scene, a risk assessment form with a higher reference value can be generated, and the safety and reliability of resource interaction are ensured.

Fig. 8 is a flowchart of a form generating method according to an exemplary embodiment, and referring to fig. 8, the generation manner of the candidate risk assessment form item may be intelligently set, where content of the intelligent setting may include, but is not limited to, selection of an information source (i.e., a preset resource interaction database), an update period, a screening condition (i.e., a preset keyword), and the like. And intelligently generating candidate risk assessment form items according to the content of the intelligent setting and combining target data acquired from the information source. In one example, machine learning may be performed based on a large language model, enabling intelligent generation of form items. After the form item is generated, editing optimization can be performed, and the candidate risk evaluation form item is updated and optimized in combination with user satisfaction evaluation and stored in the item library. When the form is required to be generated, the candidate risk evaluation form items are displayed, and the target risk evaluation form items are determined according to the selection instruction, so that the target risk evaluation form is generated. In one example, the generated form may be first edited to obtain a target risk assessment form. In one example, the generated form may be adjusted and optimized according to the historical usage evaluation information until a risk assessment form meeting the preset condition is obtained. In one example, a co-invasive database corresponding to candidate risk assessment form items may be formed based on blockchain data sharing techniques.

According to the embodiment of the disclosure, based on machine learning and blockchain data sharing technology, candidate risk assessment form items are intelligently generated by combining a preset resource interaction database and a user by using feedback, so that dynamic intelligent maintenance of the candidate risk assessment form items is realized, the relevant form items support user editing and optimization, and the intellectualization of form item maintenance is improved. Meanwhile, based on user feedback, the intelligent generation and the form item formation co-creation database optimized by the user form sharing of candidate risk evaluation form items among users, and promotion and use efficiency of excellent form items are improved. And data sharing is realized through a block chain technology, so that the sharing property, the safety and the confidentiality are improved.

It should be understood that, although the steps in the flowcharts related to the embodiments described above are sequentially shown as indicated by arrows, these steps are not necessarily sequentially performed in the order indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in the flowcharts described in the above embodiments may include a plurality of steps or a plurality of stages, which are not necessarily performed at the same time, but may be performed at different times, and the order of the steps or stages is not necessarily performed sequentially, but may be performed alternately or alternately with at least some of the other steps or stages.

Based on the same inventive concept, the embodiment of the application also provides a form generating device for realizing the above related form generating method. The implementation of the solution provided by the device is similar to the implementation described in the above method, so the specific limitation in the embodiment of one or more form generating devices provided below may refer to the limitation of the form generating method hereinabove, and will not be repeated herein.

In an exemplary embodiment, as shown in fig. 9, there is provided a form generating apparatus 900, including:

the display module 910 is configured to display candidate risk assessment form items in response to receiving a trigger instruction generated by a form, where each candidate risk assessment form item includes a plurality of information items to be filled in, and the candidate risk assessment form items include form items determined based on target data, where the target data is obtained by screening from a preset resource interaction database by using a preset keyword;

a determining module 920, including determining, in response to receiving a selection instruction for the candidate risk assessment form item, a target risk assessment form item corresponding to the selection instruction;

The generating module 930 includes generating a target risk assessment form that matches the target risk assessment form item in response to receiving a confirmation instruction for form generation.

In one embodiment, the apparatus further comprises a determination module of the candidate risk assessment form item, the determination module of the candidate risk assessment form item further comprising:

In one embodiment, after the screening module, further comprising:

In one embodiment, the generating module includes:

In one embodiment, the determining module includes:

In one embodiment, the apparatus further comprises:

The respective modules in the form generating apparatus described above may be implemented in whole or in part by software, hardware, or a combination thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.

In one exemplary embodiment, a computer device is provided, which may be a server, and the internal structure thereof may be as shown in fig. 10. The computer device includes a processor, a memory, an Input/Output interface (I/O) and a communication interface. The processor, the memory and the input/output interface are connected through a system bus, and the communication interface is connected to the system bus through the input/output interface. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The database of the computer device is used for storing data involved in the method of the embodiment, such as candidate risk assessment form items. The input/output interface of the computer device is used to exchange information between the processor and the external device. The communication interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a form generation method.

It will be appreciated by those skilled in the art that the structure shown in FIG. 10 is merely a block diagram of some of the structures associated with the present inventive arrangements and is not limiting of the computer device to which the present inventive arrangements may be applied, and that a particular computer device may include more or fewer components than shown, or may combine some of the components, or have a different arrangement of components.

In an embodiment, there is also provided a computer device comprising a memory and a processor, the memory having stored therein a computer program, the processor implementing the steps of the method embodiments described above when the computer program is executed.

In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored which, when executed by a processor, carries out the steps of the method embodiments described above.

In an embodiment, a computer program product is provided, comprising a computer program which, when executed by a processor, implements the steps of the method embodiments described above.

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 both information and data authorized by the user or sufficiently authorized by each party, and the collection, use and processing of the related data are required to meet the related regulations.

Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, database, or other medium used in embodiments provided herein may include at least one of non-volatile and volatile memory. The nonvolatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical Memory, high density embedded nonvolatile Memory, resistive random access Memory (ReRAM), magneto-resistive random access Memory (Magnetoresistive Random Access Memory, MRAM), ferroelectric Memory (Ferroelectric Random Access Memory, FRAM), phase change Memory (PHASE CHANGE Memory, PCM), graphene Memory, and the like. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory, and the like. By way of illustration, and not limitation, RAM can be in various forms such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), etc. The databases referred to in the embodiments provided herein may include at least one of a relational database and a non-relational database. The non-relational database may include, but is not limited to, a blockchain-based distributed database, and the like. The processor referred to in the embodiments provided in the present application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic unit, a data processing logic unit based on quantum computing, or the like, but is not limited thereto.

The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.

The foregoing examples illustrate only a few embodiments of the application and are described in detail herein without thereby limiting the scope of the application. It should be noted that it will be apparent to those skilled in the art that several variations and modifications can be made without departing from the spirit of the application, which are all within the scope of the application. Accordingly, the scope of the application should be assessed as that of the appended claims.

Claims

1. A form generation method, the method comprising:

2. The method of claim 1, wherein the manner in which the candidate risk assessment list item is determined comprises:

3. The method according to claim 2, wherein, after the screening from the preset interaction database to obtain the target data, further comprises:

4. The method of claim 1, wherein the generating a target risk assessment form that matches the target risk assessment form item comprises:

5. The method of claim 1, wherein the determining, in response to receiving a selection instruction for the candidate risk assessment form item, a target risk assessment form item to which the selection instruction corresponds comprises:

6. The method according to claim 1, wherein the method further comprises:

Acquiring using evaluation information of history list items;

7. A form generation apparatus, the apparatus comprising:

8. The apparatus of claim 7, further comprising a determination module of the candidate risk assessment form item, the determination module of the candidate risk assessment form item further comprising:

9. The apparatus of claim 8, further comprising, after the screening module:

10. The apparatus of claim 7, wherein the generating module comprises:

11. The apparatus of claim 7, wherein the determining module comprises:

12. The apparatus of claim 7, wherein the apparatus further comprises:

13. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any of claims 1 to 6 when the computer program is executed.

14. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.

15. A computer program product comprising a computer program, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.