Translation method of software development kit
By establishing a translation database and mapping neural network, the problem of inconsistent terminology in software development kit translation was solved, achieving accurate translation of domain-specific terms and improving translation quality and efficiency.
Patent Information
- Application Number
- CN202510806929.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-06-17
- Publication Date
- 2025-10-28
AI Technical Summary
In existing technologies, cross-language translation of software development kits suffers from inconsistencies in terminology and incomplete contextual information, leading to a decline in translation accuracy and consistency. In particular, terms, technical terms, or emerging concepts in specific fields are difficult to translate accurately.
By defining translation goals and scope, establishing a translation database, collecting terminology and professional terms from specific fields, utilizing mapping neural networks to build a translation space, conducting functional verification, and generating software functional components, the accuracy and consistency of translations are ensured.
It has enabled accurate translation of terminology and professional terms in specific fields, improved the quality and efficiency of software development kit translation, and ensured the accuracy and reliability of important information.
Abstract
Description
Technical Field
[0001] This invention relates to the field of data processing technology, specifically to a method for translating a software development kit. Background Technology
[0002] A Software Development Kit (SDK) is a software package that provides development tools, interfaces, and documentation to help developers build applications on a specific platform or environment. Because SSDs typically contain extensive technical documentation, user interfaces, and code comments, cross-language translation is a crucial task to ensure developers can understand and use them. SSDs often contain a large amount of technical terminology, and inconsistencies in terminology during translation can lead to a decrease in the overall accuracy and consistency of the documentation. This can be due to differing interpretations by multiple translators or a lack of a unified terminology database. Furthermore, SSD documentation often includes a large amount of sample code, requirements documents, etc., which require accurate translation within the context. However, due to incomplete or difficult-to-understand contextual information, translators may be unable to correctly understand or convey the intended meaning.
[0003] In existing technologies, translation databases are built through big data learning, but sometimes terms, professional terms, or emerging concepts in certain fields may not be translated accurately, leading to some erroneous or inaccurate translation results, making it difficult to ensure the accuracy and reliability of translation results for important information. Summary of the Invention
[0004] (a) Technical problems to be solved
[0005] To address the shortcomings of existing technologies, this invention provides a method for translating software development kits, which has the advantages of accurately translating terminology, technical terms, or emerging concepts in specific fields, thus solving the aforementioned problems.
[0006] (2) Technical solution
[0007] To achieve the above object, the present invention provides the following technical solutions:
[0008] A method for translating a software development kit includes the following steps:
[0009] Step 1: Determine the translation objectives and scope;
[0010] Step Two: Collect a professional terminology database;
[0011] Step 3: Data scanning and translation interpretation acquisition, as well as the establishment of the translation space;
[0012] Step 4: Generation of software functional components and assembly and verification of the complete software;
[0013] Step 5: Review and revise the translation results;
[0014] Step Six: Generate a translation report.
[0015] Preferably, step one includes obtaining the target software development kit, extracting software documentation, sample code, configuration tools, and software functional requirements documents, obtaining computer language data to be mined, and obtaining language data tags.
[0016] Preferably, step two involves establishing a translation database and collecting terminology, technical terms, and emerging concepts in certain specific fields.
[0017] Preferably, step three involves establishing a translation space by scanning various data within the software development kit, and simultaneously establishing a mapping neural network based on the correlation between the various data.
[0018] Preferably, in step four, the translation space established in step three is used to establish a functional verification space according to the requirements of the software development kit. The mapping neural network is input into the translation space to obtain software functional components. Then, these components are input into the functional verification space for assembly and functional verification according to the requirements document.
[0019] Preferably, the software document extracts document image data and document text data according to the data type, and then performs text positioning on the document image data in sequence.
[0020] Preferably, in step five, after the translation is completed, the translation result is reviewed and necessary modifications are made to ensure the accuracy and consistency of the translation.
[0021] Preferably, step six generates a detailed translation report, recording key steps and problems encountered during the translation process, so as to facilitate subsequent tracking and improvement.
[0022] (III) Beneficial Effects
[0023] Compared with existing technologies, this invention provides a method for translating a software development kit, which has the following advantages:
[0024] Beneficial effects:
[0025] 1. This invention acquires a target software development kit (SDK), extracts software documentation, sample code, configuration tools, and software functional requirements documents. It also establishes a translation database and collects terminology, technical terms, and emerging concepts from specific fields. By scanning the data within the SSD, a translation space is created. Simultaneously, a mapping neural network is built based on the correlations between the data, and a functional verification space is established according to the SSD's requirements. The mapping neural network is input into the translation space to obtain software functional components. These components are then input into the functional verification space for assembly and functional verification according to the requirements documents. This allows for accurate translation of terminology, technical terms, or emerging concepts in specific fields, ensuring the accuracy and reliability of translation results for important information and effectively improving translation quality and efficiency.
[0026] 2. This invention ensures the accuracy and consistency of the translation by reviewing and making necessary modifications after the translation is completed, and generates a detailed translation report that records the key steps and problems encountered in the translation process, so as to facilitate subsequent tracking and improvement. Detailed Implementation
[0027] The technical solutions of the present invention will be clearly and completely described below with reference to the embodiments of the present invention. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.
[0028] This invention relates to a method for translating a software development kit, comprising the following steps:
[0029] Step 1: Determine the translation objectives and scope;
[0030] Step one includes obtaining the target software development kit, extracting software documentation, sample code, configuration tools, and software functional requirements documents, obtaining the computer language data to be mined, and obtaining language data tags; extracting document image data and document text data according to the data type of the software documentation, and then performing text positioning on the document image data in sequence;
[0031] Step Two: Collect a professional terminology database;
[0032] Step two involves establishing a translation database and collecting terminology, technical terms, and emerging concepts in specific fields;
[0033] Step 3: Data scanning and translation interpretation acquisition, as well as the establishment of the translation space;
[0034] Step 3 involves scanning various data within the software development kit to establish a translation space, and simultaneously building a mapping neural network based on the correlations between these data. Terminology translation definitions and example code usage definitions for each version are extracted from the translation database, and multiple spatial hash point clouds are built using version as the classification standard, thus obtaining the translation space.
[0035] Step 4: Generation of software functional components and assembly and verification of the complete software;
[0036] Step four utilizes the translation space established in step three and the functional verification space established according to the requirements of the software development kit. The mapping neural network is input into the translation space to obtain software functional components. These components are then input into the functional verification space for assembly and functional verification according to the requirements document. Based on the software functional requirements document, the expected number of functions and functional ecosystem of the software are obtained. Functional nodes and transmission detection nodes are established to form a functional ecosystem structure tree, and the functional verification space is established based on this.
[0037] Step 5: Review and revise the translation results;
[0038] Step 5: After the translation is completed, review the translation results and make necessary revisions to ensure the accuracy and consistency of the translation;
[0039] Step Six: Generate a translation report;
[0040] Step six generates a detailed translation report, recording key steps and problems encountered during the translation process, to facilitate subsequent tracking and improvement.
[0041] The beneficial effects of this invention are as follows: By acquiring the target software development kit (SDK), extracting software documentation, sample code, configuration tools, and software functional requirements documents, and by establishing a translation database and collecting terms, technical terms, and emerging concepts in specific fields, a translation space is established by scanning various data within the SSD. Simultaneously, a mapping neural network is established based on the correlation between various data points, and a functional verification space is established according to the requirements of the SSD. The mapping neural network is input into the translation space to obtain software functional components. These components are then input into the functional verification space for assembly and functional verification according to the requirements documents. This allows for accurate translation of terms, technical terms, or emerging concepts in specific fields, ensuring the accuracy and reliability of translation results for important information, and effectively improving the quality and efficiency of translation.
[0042] Although embodiments of the invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principles and spirit of the invention, the scope of which is defined by the appended claims and their equivalents.
Claims
1. A method for translating a software development kit, characterized in that, Includes the following steps: Step 1: Determine the translation objectives and scope; Step Two: Collect a professional terminology database; Step 3: Data scanning and translation interpretation acquisition, as well as the establishment of the translation space; Step 4: Generation of software functional components and assembly and verification of the complete software; Step 5: Review and revise the translation results; Step Six: Generate a translation report.
2. The method for translating a software development kit according to claim 1, characterized in that: Step one includes obtaining the target software development kit, extracting software documentation, sample code, configuration tools, and software functional requirements documents, obtaining computer language data to be mined, and obtaining language data tags.
3. The method for translating a software development kit according to claim 1, characterized in that: Step two involves establishing a translation database and collecting terminology, technical terms, and emerging concepts in specific fields.
4. The method for translating a software development kit according to claim 1, characterized in that: Step three involves scanning various data within the software development kit to establish a translation space, and simultaneously establishing a mapping neural network based on the correlations between these data points.
5. The method for translating a software development kit according to claim 1, characterized in that: Step four uses the translation space established in step three and the functional verification space established according to the requirements of the software development kit. The mapping neural network is input into the translation space to obtain software functional components. These components are then input into the functional verification space for assembly and functional verification according to the requirements document.
6. The method for translating a software development kit according to claim 2, characterized in that: The software document extracts document image data and document text data according to the data type, and then performs text positioning on the document image data in sequence.
7. The method for translating a software development kit according to claim 1, characterized in that: Step five involves reviewing the translation results and making necessary modifications after the translation is completed to ensure the accuracy and consistency of the translation.
8. The method for translating a software development kit according to claim 1, characterized in that: Step six generates a detailed translation report, recording key steps and problems encountered during the translation process, so as to facilitate subsequent tracking and improvement.