Data processing method and system
By pre-constructing form data structures and utilizing structure processing and data processing models, the problems of inefficiency and high maintenance costs in complex web application form configurations are solved, achieving efficient and accurate form updates.
Patent Information
- Application Number
- CN202610170554.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-02-05
- Publication Date
- 2026-06-26
AI Technical Summary
Existing technologies struggle to efficiently and accurately handle form configurations in complex web applications, especially under dynamically changing interface structures. Traditional methods are inefficient, error-prone, and costly to maintain. Furthermore, large language models consume a lot of tokens and suffer from severe interference from noisy elements when processing the complete page DOM, making it impossible to understand dynamic fields.
By pre-constructing the form data structure, utilizing the structure processing model and data processing model, the form update data is determined and structured, generating structured form data, reducing token consumption, and improving generation efficiency and accuracy. The form is updated based on the form data structure and instance data.
It achieves automated configuration of complex forms, reducing token consumption, improving generation efficiency and accuracy, reducing maintenance costs, and ensuring the accuracy and efficiency of form updates.
Smart Images
Figure CN122287576A_ABST
Abstract
Claims
1. A data processing method, comprising: Determine the form update data of the associated form, and determine the form data structure associated with the form update data; The form data structure and the form update data are input into the structure processing model for data structuring to obtain the form structure data; The form update data, the form data structure, and the form structured data are input into the data processing model to construct a form instance, thereby obtaining the form instance data corresponding to the form update data; The form is updated based on the form data structure and the form instance data.
2. The data processing method according to claim 1, wherein the generation of the form data structure includes: The information tree structure of the form is determined, and the information tree structure is input into the form processing model for structural analysis to obtain the initial structure recognition data of the form; The initial structure identification data is labeled to obtain the form data structure.
3. The data processing method according to claim 1, wherein determining the form data structure includes: Determine the initial information tree structure of the form; In response to a trigger operation on a target control in the form, determine the trigger information tree structure of the form; By comparing the initial information tree structure and the trigger information tree structure, the differences in tree structure are determined, and the form data structure is generated based on the differences in tree structure and the initial form data structure of the form.
4. The data processing method according to claim 1, wherein inputting the form data structure and the form update data into a structure processing model for data structuring to obtain structured form data includes: The form data structure and the form update data are input into the structure processing model for data structure analysis to obtain structure description data. The structure description data is then processed according to the form data structure to obtain the form structured data.
5. The data processing method according to claim 1, wherein inputting the form update data, the form data structure, and the form structured data into the data processing model to construct a form instance and obtain the form instance data corresponding to the form update data includes: The form update parameters of the form update data are determined using the data processing model. The form update parameters are input into the data processing model for parameter analysis to obtain parameter analysis data. Then, based on the form structured data, the parameter analysis data, and the form data structure, an instance is constructed to obtain the form instance data corresponding to the form update data.
6. The data processing method according to claim 1, wherein updating the form based on the form data structure and the form instance data comprises: Based on the form data structure and the form instance data, elements to be configured are generated in the form; Based on the form data structure and the form instance data, add element content to the element to be configured to obtain the target form corresponding to the form.
7. The data processing method according to claim 6, wherein adding element content to the element to be configured based on the form data structure and the form instance data to obtain the target form page corresponding to the form page includes: By performing element semantic recognition on the form data structure and the form instance data, the element to be configured is determined in the form; Add element content to the element to be configured to obtain the target form page corresponding to the form page.
8. The data processing method according to claim 1, wherein updating the form data structure includes: At the update time, at least one form element is determined according to the original information tree structure of the form, and the element state information corresponding to the at least one form element is determined according to the updated information tree structure of the form. The update information tree structure of the form, the at least one form element, and the element status information corresponding to the at least one form element are input into the detection model for detection to obtain form detection data associated with at least one detection dimension. The form data structure is updated based on the form detection data.
9. A data processing method, applied on a server side, comprising: Receive form update requests from clients in response to form submissions, parse the form update requests, and obtain the form update data; Determine the form data structure associated with the form update data, and input the form data structure and the form update data into the structure processing model for data structuring processing to obtain the form structure data; The form update data, the form data structure, and the form structured data are input into the data processing model to construct a form instance, thereby obtaining the form instance data corresponding to the form update data; The form is updated based on the form data structure and the form instance data to obtain the target form data, and the target form data is then fed back to the client.
10. A data processing system, comprising a client and a server, including: The client is used to submit a form update request to the server for the form; The server is used to parse the form update request and obtain the form update data; Determine the form data structure associated with the form update data, and input the form data structure and the form update data into the structure processing model for data structuring processing to obtain the form structure data; The form update data, the form data structure, and the form structured data are input into the data processing model to construct a form instance, thereby obtaining the form instance data corresponding to the form update data; The form is updated based on the form data structure and the form instance data to obtain the target form data, and the target form data is then fed back to the client.
11. A computing device, comprising: Memory and processor; The memory is used to store computer-executable instructions, and the processor is used to execute the computer-executable instructions, which, when executed by the processor, implement the steps of the method according to any one of claims 1 to 9.
12. A computer-readable storage medium storing computer-executable instructions that, when executed by a processor, implement the steps of the method according to any one of claims 1 to 9.
13. A computer program product comprising a computer program or instructions which, when executed by a processor, implement the steps of the method according to any one of claims 1 to 9.