Test data feature-based experimental test form construction method and related equipment

By analyzing the test form data characteristics of the product end data results, building a unified test form template and defining attributes, the problem of poor consistency of test form data in the existing technology is solved, and efficient testing process and data sorting is achieved.

CN119476244APending Publication Date: 2025-02-18XIAN AERO ENGINE CONTROLS
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Patent Information

Application Number
CN202411627211.8
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-11-14
Publication Date
2025-02-18

AI Technical Summary

Technical Problem

The poor consistency of test form data in the prior art has affected the quality of product testing, and manual maintenance methods are low from the level of product digitization, standardization and standardization.

Method used

By obtaining the data results at the end of the product, analyzing the data characteristics of various test forms, building a unified test form template, defining form attributes and classifying them, transmitting them to the electronic resume, and completing the construction of the test form.

Benefits of technology

It realizes the establishment of logical relationships between different test business data, unified extraction and organization of data, and forms a four-in-one test result data form template, reducing the workload of repeated forms and improving the efficiency of the test process.

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Abstract

The invention relates to the technical field of product test, and discloses a test data feature-based test form construction method and related equipment, and the method comprises the steps: obtaining a data result of a product end, and analyzing various test form data features according to the data result to obtain an analysis result; constructing a unified test form template according to an analysis result in combination with various test form data features; defining form attributes based on the unified test form template, and classifying to obtain corresponding test service data; transmitting the test service data to an electronic resume to complete the test form construction work; through unified analysis and attribute definition of test data content items, establishment of a logical relationship among different test service data is realized, so that the data can be extracted and sorted in a unified manner, and a four-in-one test result data form template is formed. The workload of repeatedly constructing the form is reduced, and the efficiency of the test process is also improved.
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Description

Technical Field

[0001] The present invention relates to the technical field of product testing, and in particular to a method for constructing a test form based on test data characteristics and related equipment. Background Art

[0002] The existing test data form is constructed based on the integration of multiple source data contents such as product design test outline, specifications, technical protocols, product model technical requirements, etc. With the upgrade of the business delivery level of the finished product test process, the product test process involves different test processes, and different forms need to be constructed to meet the business implementation. Various test forms are constructed independently, and the data of the entire test process is unstructured and discretely distributed. There are many test data items, the form version management is cumbersome and easy to mix, the consistency of various test form data is extremely poor, and the business changes involve multiple test business forms and equipment test control software that need to be built simultaneously. It is very easy to miss items, make mistakes, and delay changes, which seriously affects the quality of product testing and brings many inconveniences to the technical status controller and test operator. The manual maintenance method of test forms is far from the level of product digitization, standardization, and normalization, which affects the product development cycle and normal delivery progress. Summary of the invention

[0003] In order to overcome the defects of the above-mentioned prior art, the purpose of the present invention is to provide a test form construction method and related equipment based on test data characteristics to solve the technical problem of poor consistency of test form data in the prior art.

[0004] The present invention is achieved through the following technical solutions: In a first aspect, the present invention provides a method for constructing a test form based on test data features, comprising: Obtain the data results of the product terminal, analyze the data characteristics of various test forms according to the data results, and obtain the analysis results; Build a unified test form template based on the analysis results and the data characteristics of various test forms; Define form attributes based on the unified test form template and classify to obtain corresponding test business data; The test business data is transferred to the electronic resume to complete the construction of the experimental test form.

[0005] Preferably, data results are obtained at the end of the product, and the data characteristics of various test forms are analyzed according to the data results, wherein the various test forms include adjustment test forms, inspection forms, customer forms and resume forms; the data sources of the adjustment test forms, inspection forms, customer forms and resume forms are all derived from the testing process.

[0006] Further, in the step of obtaining the data results of the product terminal and analyzing the data characteristics of various test forms according to the data results to obtain the analysis results, the analysis process of adjusting the test form, inspection form, customer form and resume form is as follows: The content of the adjustment test form includes all items of the inspection form, customer form, and resume form, wherein the data of the adjustment test form is derived from the actual data; The content of the delivery inspection form includes a customer form, which is used to determine whether the product has undergone an internal comprehensive inspection for delivery to the customer representative; the delivery inspection form data is derived from the actual data of the delivery inspection form inspection; The customer form is used for test item details, which are test items that customers are highly concerned about, such as whether the core functions of the product are realized and whether the key performance is reliable and stable. The data in the customer form is derived from the test record data in the customer form; The resume form is used for the test data at the very end of the product test. The data in the resume form comes from the inspection form after the test and inspection executes the product inspection.

[0007] Furthermore, in the step of constructing a unified test form template based on the analysis results and the data characteristics of various test forms, it is determined based on the analysis results that the test business data source parameters of the test form, inspection form, customer form and resume form are adjusted to be consistent, and the test items or test content are the same or gradually reduced compared to the previous delivery business, and a unified test form template is constructed based on the analysis results.

[0008] Furthermore, in the process of defining form attributes based on the unified test form template and classifying and obtaining corresponding test business data, the specific process is as follows: Confirm that the adjustment test form is the source test form; Based on the source test form, the attributes are classified to obtain corresponding test business data.

[0009] Furthermore, in the step of classifying the attributes based on the source test form to obtain the corresponding test business data, the specific process is as follows: The businesses of adjusting test forms, inspection forms, customer forms, and resume forms are classified into major categories; then, tests are performed according to different test business requirements through the major test business categories; finally, different test business attribute tags are added to the template test item data, and the extracted test business is associated with the attribute-tagged test business items.

[0010] In a second aspect, the present invention further provides a test form construction system based on test data features, comprising: The data analysis module is used to obtain the data results of the product terminal, analyze the data characteristics of various test forms according to the data results, and obtain the analysis results; Template construction module, used to build a unified test form template based on analysis results and various test forms; An attribute definition module, used to define form attributes based on the unified test form template and classify and obtain corresponding test business data; The data transmission module is used to transmit the test business data to the electronic resume to complete the construction of the experimental test form.

[0011] In a third aspect, the present invention also provides a mobile terminal, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps of the method for constructing an experimental test form based on test data features as described above when executing the computer program.

[0012] In a fourth aspect, the present invention further provides a computer-readable storage medium storing a computer program, wherein the computer program, when executed by a processor, implements the steps of the method for constructing an experimental test form based on test data features as described above.

[0013] In a fifth aspect, the present invention further provides a computer program product, including computer instructions, wherein the computer instructions instruct a computing device to execute operations corresponding to the method for constructing an experimental test form based on test data features as described above.

[0014] Compared with the prior art, the present invention has the following beneficial technical effects: The present invention provides a method for constructing an experimental test form based on test data characteristics, by obtaining data results at the product end, analyzing various test form data characteristics according to the data results, obtaining analysis results, and constructing a unified test form template in combination with various test forms according to the analysis results; defining form attributes based on the unified test form template and classifying to obtain corresponding test business data; transmitting the test business data to an electronic resume, and completing the construction of the experimental test form. The present invention realizes the establishment of logical relationships between different test business data through unified analysis and attribute definition of test data content items, so that data can be uniformly extracted and sorted to form a four-in-one test result data form template. This not only reduces the workload of repeatedly constructing forms, but also improves the efficiency of the test process.

[0015] Specifically, by directly obtaining the data results at the product end and deeply analyzing the data characteristics of various test forms in these data results, the core information and structure of the test data can be grasped more accurately.

[0016] Specifically, through unified data feature analysis and attribute definition, the logical relationship and consistency between different test business data are ensured, which greatly reduces the possibility of data errors and improves the accuracy and reliability of data. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] Figure 1 It is a flow chart of a method for constructing an experimental test form based on test data characteristics in an embodiment of the present invention; Figure 2 This is a block diagram for analyzing the changes in various test form data features as product submission services change in an embodiment of the present invention; Figure 3 The test form in the embodiment of the present invention forms a "four-in-one" "business high-level flow chart according to data features; Figure 4 A schematic diagram of the structure of a test form construction system based on test data features in an embodiment of the present invention; In the figure: 1. Data analysis module; 2. Template construction module; 3. Attribute definition module; 4. Data transmission module. DETAILED DESCRIPTION

[0018] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0019] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0020] The present invention provides a method and related equipment for constructing a test form based on test data characteristics. The method analyzes the characteristics of different test business result data, utilizes the fact that the test data content items are promoted differently with the test business (adjustment test form, inspection form, customer form, resume form) but the data characteristic content is consistent, sets the different business contents of the source test data, adds attribute definition and classification, establishes and satisfies the logical relationship between different test business data, extracts data in layers according to attribute definition classification for different businesses, simplifies the repeated construction of product test forms, and finally unifies them into a four-in-one test result data form template, solves the problems of confusion, omission, misconnection, and asynchronous execution in the process of repetitive control of test forms for different businesses and IT application system program, and realizes the standardization and normalization of test business forms and the real-time data extraction and transmission requirements of electronic files and resumes.

[0021] The present invention is further described in detail below in conjunction with the accompanying drawings: See also Figure 1 In one embodiment of the present invention, a method for constructing a test form based on test data features is provided, comprising: Step 1, obtaining data results from the product terminal, analyzing data features of various test forms according to the data results, and obtaining analysis results; Specifically, the delivery test process of finished products is divided into four types of submission tests as the delivery level increases: adjustment test delivery, inspection and acceptance delivery, customer delivery, and factory delivery. Different delivery types correspond to different test requirements, so the products need to be delivered step by step according to different form businesses, resulting in four delivery test forms corresponding to the corresponding delivery businesses, namely, adjustment test form, inspection form, customer form, and resume form. Figure 2 As shown, the data sources of the four types of test forms all come from the test process. The product manager independently constructs different types of structured test forms according to the product test performance requirements in the test process, and realizes the entire process of product testing business through the completed four forms.

[0022] Among them, the test data characteristics of this form are analyzed as follows: The resume form is the last test data of the product test. It is delivered to the final customer together with the product in the form of a random accessory. The function of the resume form is to provide customers with key characteristic parameters of product performance for installation and use by customers, so it is very important. Its data source is dynamic information, that is, from the inspection form after the test and inspection of the product, from which the detailed result data listed in the resume form is extracted. The implementation form is to copy or extract from the IT system, and then extract the data from the attachment. Figure 1 From the comparison of form features, it can be concluded that the resume form data is the data type with the least amount of test items.

[0023] The characteristics of customer form test data are analyzed as follows: The customer form is an important link in determining whether the product can be delivered in the end. The main test items in the form are the test items that customers are highly concerned about, such as whether the core functions of the product are realized, whether the key performance is reliable and stable. The test data is more than that of the resume form, and less than that of the inspection form. After the customer agrees, the test data is reduced or basically the same, such as Figure 2 As shown, it depends on the complexity and difficulty of the product. The data source is dynamic information, that is, it comes from the customer form test record data.

[0024] The characteristics of the inspection form test data are analyzed as follows: The inspection form data is the first step in the formal delivery of the product. Its form items cover all items in the customer form, which is equivalent to a preliminary acceptance of internal qualified products, and determines whether the product is qualified for internal comprehensive testing for delivery to customer representatives. The test data items in the form features are the same as or partially reduced compared with the adjustment test. The data source is dynamic information, that is, it comes from the actual inspection data of the inspection form, which provides record data for subsequent resumes of this form.

[0025] Adjust the test form to test data characteristics analysis as follows: The adjustment test form data is the most comprehensive performance test form for the product. Its form items cover all the delivery business form contents after it, namely: delivery inspection form, customer form, and resume form. It is a test that fully covers the performance of the finished product. It is also the delivery test with the most test items, and the resume form data test has the least. Its data form test items are related to the complexity and difficulty of the product. The data source is dynamic information, that is, the test record data from the test executor of the adjustment test form.

[0026] Step 2: Build a unified test form template based on the analysis results and the data characteristics of various test forms; Specifically, the analysis results of the data characteristics of various test forms can show that the data source parameters of each test business are consistent, and only the test items or test contents are the same or gradually reduced compared with the previous delivered business, and a unified test form template is constructed based on the analysis results.

[0027] Step 3, defining form attributes based on the unified test form template and classifying to obtain corresponding test business data; Specifically, in the process of defining form attributes based on the unified test form template and classifying and obtaining corresponding test business data, the specific process is as follows: S1, determine the adjustment test form as the source test form; Specifically, the data characteristics of the product test form are that as the level of the finished product submission increases, the test items change to the same or less than the previous test items, while the data content information of the test form items is exactly the same; the data source is dynamic information, that is, the actual data from the test of each delivery user. Figure 3 The analysis shows that the adjustment test form is exactly the same as the test process data required for product testing. It is another structural analysis of it, covering the full performance testing requirements of the product and all the test data of subsequent business. Therefore, the most comprehensive adjustment test form is selected as the unified template for reconstruction, that is, the four-in-one new source adjustment test form template basic data is formed. Its test form items serve as the source data for various delivery test businesses, covering all test business information; S2, classifying the attributes based on the source test form to obtain corresponding test business data.

[0028] Specifically, in the step of classifying the attributes based on the source test form to obtain the corresponding test business data, the specific process is as follows: The businesses of adjusting test forms, inspection forms, customer forms, and resume forms are classified into major categories; then, tests are performed according to different test business requirements through the major test business categories; finally, different test business attribute tags are added to the template test item data, and the extracted test business is associated with the attribute-tagged test business items.

[0029] The test business carried out in the steps of this embodiment is a customer test project. The IT system selects the customer test project form according to the defined test projects, and realizes the extraction of test data according to features; the resume form data is carried out, which belongs to the accompanying parameter description. According to the defined attributes that have been set, the test data is directly extracted from the inspection form to form the product random factory resume form data.

[0030] Step 4: transfer the test business data to the electronic resume to complete the construction of the test form.

[0031] Specifically, after the four-in-one template definition of various delivery test form data is implemented, the output of the test form data can be directly submitted and pushed to the electronic file IT system and customer system to form complete electronic test data for the product.

[0032] To sum up, the test form construction method based on test data characteristics provided in this embodiment is the key to the digital test transformation of aircraft engine fuel control system product development. The core of the structured reconstruction of test data is to accurately identify the data characteristics and classification of different test business types, and to perform logical innovation and reconstruction design between data based on the identified data characteristics, including the association retrieval logic between test business data characteristics, the automatic corresponding logical relationship between test business and test information data, and effectively solve the problem of repeated construction of different business forms caused by test data changes and technical status management and control problems.

[0033] First, the terminal test output result data form is used to reversely analyze the data characteristics of various test forms to solve the problem of unifying various test form templates; then, the test data classification attributes are defined to help different businesses obtain different test data; for the processing of the same test business products, attribute identification is added through the source test form template header: consistent and inconsistent attribute identification classification; the resume form test data is directly extracted through the inspection form; finally, the test form version is associated with the source data test process to realize the push of test form data to downstream users, namely the electronic resume system.

[0034] The present invention has been fully applied to all aviation models under development and in production by the enterprise. Through the practical application of the patented technical method, the construction of test business form data can be realized instantly and quickly, and it can be reused unlimited times. In promoting the development of scientific research projects, the solution to the problem of product test business data forms has greatly improved the accuracy of data, and it has been continuously promoted and fully applied in the development and batch production of models, effectively shortening the research and development cycle and driving the improvement of the efficiency of various test businesses. Compared with the traditional manual maintenance and construction mode, the data accuracy rate reaches 100%, ensuring the inheritance, accuracy and consistency of the source test data, improving the efficiency of test data form construction, and effectively accelerating the rapid digital transformation capabilities of enterprise products. It is of great significance to meet the customer's requirements for the short, flat and fast cycle characteristics of the development model, and it is also the need for national defense construction, heavy weapon equipment development, and aviation and aerospace technology development.

[0035] The present invention has been extended to the construction of various product models such as aerospace / civilian products in enterprises, and the test data features have been customized in the digital TDM information project, realizing the rapid construction of synchronous application of the three test plants of the enterprise.

[0036] The present invention is also applicable to the research, development, design and manufacturing of digital transformation products for other aviation and non-aviation products.

[0037] Example 2 according to Figure 4 As shown, this embodiment provides a test form construction system based on test data features, including: Data analysis module 1, used to obtain data results at the product end, analyze various test form data characteristics according to the data results, and obtain analysis results; Template construction module 2, used to construct a unified test form template based on the analysis results and various test forms; Attribute definition module 3, used to define form attributes based on the unified test form template and classify and obtain corresponding test business data; The data transmission module 4 is used to transmit the test business data to the electronic resume to complete the test form construction work.

[0038] Example 3 The present invention also provides a mobile terminal, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, such as a test form construction program based on test data features.

[0039] When the processor executes the computer program, the steps of the method for constructing a test form based on test data characteristics are implemented, for example: Obtain the data results of the product terminal, analyze the data characteristics of various test forms according to the data results, and obtain the analysis results; Build a unified test form template based on the analysis results and various test forms; Define form attributes based on the unified test form template and classify to obtain corresponding test business data; The test business data is transferred to the electronic resume to complete the construction of the experimental test form.

[0040] Alternatively, when the processor executes the computer program, the functions of each module in the above system are realized, for example: Data analysis module 1, used to obtain data results at the product end, analyze various test form data characteristics according to the data results, and obtain analysis results; Template construction module 2, used to construct a unified test form template based on the analysis results and various test forms; Attribute definition module 3, used to define form attributes based on the unified test form template and classify and obtain corresponding test business data; The data transmission module 4 is used to transmit the test business data to the electronic resume to complete the test form construction work.

[0041] Exemplarily, the computer program may be divided into one or more modules / units, which are stored in the memory and executed by the processor to implement the present invention. The one or more modules / units may be a series of computer program instruction segments capable of implementing specific functions, which are used to describe the execution process of the computer program in the mobile terminal.

[0042] For example, the computer program may be divided into a data analysis module 1, a template construction module 2, an attribute definition module 3, and a data transmission module 4; The specific functions of each module are as follows: Data analysis module 1, used to obtain data results at the product end, analyze various test form data characteristics according to the data results, and obtain analysis results; Template construction module 2, used to construct a unified test form template based on the analysis results and various test forms; Attribute definition module 3, used to define form attributes based on the unified test form template and classify and obtain corresponding test business data; The data transmission module 4 is used to transmit the test business data to the electronic resume to complete the test form construction work.

[0043] The mobile terminal may be a computing device such as a desktop computer, a notebook, a palm computer, a cloud server, etc. The mobile terminal may include, but is not limited to, a processor and a memory.

[0044] The processor may be a central processing unit (CPU), or other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor may be a microprocessor or any conventional processor, etc. The processor is the control center of the mobile terminal, and uses various interfaces and lines to connect various parts of the entire mobile terminal.

[0045] The memory may be used to store the computer programs and / or modules, and the processor implements various functions of the mobile terminal by running or executing the computer programs and / or modules stored in the memory and calling the data stored in the memory.

[0046] The memory may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application required for at least one function (such as a sound playback function, an image playback function, etc.), etc.; the data storage area may store data created according to the use of the mobile phone (such as audio data, a phone book, etc.), etc. In addition, the memory may include a high-speed random access memory, and may also include a non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a smart memory card (SmartMediaCard, SMC), a secure digital (SecureDigital, SD) card, a flash card (FlashCard), at least one disk storage device, a flash memory device, or other volatile solid-state storage devices.

[0047] Example 4 The present invention also provides a computer-readable storage medium, wherein the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the steps of the method for constructing an experimental test form based on test data features are implemented.

[0048] If the module / unit integrated in the mobile terminal is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium.

[0049] Based on this understanding, the present invention implements all or part of the processes in the above method, and can also be completed by instructing related hardware through a computer program, and the computer program can be stored in a computer-readable storage medium, and when the computer program is executed by a processor, the steps of the above-mentioned aggregate reinforcement learning resource scheduling method can be implemented. Among them, the computer program includes computer program code, and the computer program code can be in source code form, object code form, executable file or some intermediate form, etc.

[0050] The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, USB flash drive, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory (ROM), random access memory (RAM), electrical carrier signal, telecommunication signal and software distribution medium, etc.

[0051] It should be noted that the content contained in the computer-readable medium can be appropriately increased or decreased according to the requirements of legislation and patent practice in the jurisdiction. For example, in some jurisdictions, according to legislation and patent practice, computer-readable media does not include electrical carrier signals and telecommunication signals.

[0052] Example 5 A computer program product includes computer instructions, wherein the computer instructions instruct a computing device to execute operations corresponding to the method for constructing an experimental test form based on test data features as described above.

[0053] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the above embodiments, ordinary technicians in the relevant field should understand that the specific implementation methods of the present invention can still be modified or replaced by equivalents. Any modification or equivalent replacement that does not depart from the spirit and scope of the present invention should be covered within the scope of protection of the claims of the present invention.

Claims

1. A method for constructing a test form based on test data characteristics, characterized in that: include: Obtain the data results of the product terminal, analyze the data characteristics of various test forms according to the data results, and obtain the analysis results; Build a unified test form template based on the analysis results and the data characteristics of various test forms; Define form attributes based on the unified test form template and classify to obtain corresponding test business data; The test business data is transferred to the electronic resume to complete the construction of the experimental test form.

2. A method for constructing a test form based on test data characteristics according to claim 1, characterized in that: The step of obtaining the data results at the product end and analyzing the data characteristics of various test forms according to the data results, wherein the various test forms include adjustment test forms, inspection forms, customer forms and resume forms; the data sources of the adjustment test forms, inspection forms, customer forms and resume forms are all derived from the testing process.

3. A method for constructing a test form based on test data characteristics according to claim 2, characterized in that: In the step of obtaining the data results of the product terminal, analyzing the data characteristics of various test forms according to the data results, and obtaining the analysis results, the analysis process of adjusting the test form, the inspection form, the customer form and the resume form is as follows: The content of the adjustment test form includes all items of the inspection form, customer form, and resume form, wherein the data of the adjustment test form is derived from the actual data; The content of the delivery inspection form includes a customer form, which is used to determine whether the product has undergone an internal comprehensive inspection for delivery to the customer representative; the delivery inspection form data is derived from the actual data of the delivery inspection form inspection; The customer form is used for test item details, which are test items that customers are highly concerned about, such as whether the core functions of the product are realized and whether the key performance is reliable and stable. The data in the customer form is derived from the test record data in the customer form; The resume form is used for the test data at the very end of the product test. The data in the resume form comes from the inspection form after the test and inspection executes the product inspection.

4. A method for constructing a test form based on test data characteristics according to claim 3, characterized in that: In the step of constructing a unified test form template based on the analysis results and the data characteristics of various test forms, it is determined based on the analysis results that the test business data source parameters of the test form, inspection form, customer form and resume form are adjusted to be consistent, and the test items or test contents are the same or gradually reduced compared to the previous delivery business, and a unified test form template is constructed based on the analysis results.

5. A method for constructing a test form based on test data characteristics according to claim 4, characterized in that: In the process of defining form attributes based on the unified test form template and classifying and obtaining corresponding test business data, the specific process is as follows: Confirm that the adjustment test form is the source test form; Based on the source test form, the attributes are classified to obtain corresponding test business data.

6. A method for constructing a test form based on test data characteristics according to claim 5, characterized in that: In the step of classifying the attributes based on the source test form to obtain the corresponding test business data, the specific process is as follows: The businesses of adjusting test forms, inspection forms, customer forms, and resume forms are classified into major categories; then, tests are performed according to different test business requirements through the major test business categories; finally, different test business attribute tags are added to the template test item data, and the extracted test business is associated with the attribute-tagged test business items.

7. A test form construction system based on test data characteristics, characterized in that: include: The data analysis module is used to obtain the data results of the product terminal, analyze the data characteristics of various test forms according to the data results, and obtain the analysis results; Template construction module, used to build a unified test form template based on analysis results and various test forms; An attribute definition module, used to define form attributes based on the unified test form template and classify and obtain corresponding test business data; The data transmission module is used to transmit the test business data to the electronic resume to complete the construction of the experimental test form.

8. A mobile terminal comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that: When the processor executes the computer program, the steps of the method for constructing an experimental test form based on test data features as described in any one of claims 1 to 6 are implemented.

9. A computer-readable storage medium storing a computer program, characterized in that: When the computer program is executed by a processor, the steps of the method for constructing an experimental test form based on test data features as described in any one of claims 1 to 6 are implemented.

10. A computer program product comprising computer instructions, characterized in that: The computer instructions instruct the computing device to execute operations corresponding to the method for constructing an experimental test form based on test data features as described in any one of claims 1-6.