A keyword-based scientific literature labeling method
By automatically archiving and uniformly managing keyword annotation information, the problem of low efficiency in existing technologies has been solved, enabling rapid and accurate annotation of scientific and technological documents, supporting diversified keyword applications and interpretations, and improving annotation efficiency and accuracy.
Patent Information
- Application Number
- CN202311020039.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2023-08-14
- Publication Date
- 2026-01-13
- Estimated Expiration
- 2043-08-14
AI Technical Summary
Existing keyword-based methods for annotating scientific and technological literature are inefficient and have high repetition rates, especially when annotating the same keywords in similar documents, which takes a long time.
The system employs automatic extraction, integration, addition, unified management, and invalidation steps. Keyword annotation information is automatically archived and managed uniformly after the first input, and keyword application information is added to achieve fast and accurate annotation.
It improves the efficiency and effectiveness of keyword annotation, avoids repetitive operations, enables diversified application and interpretation of keywords in different documents, and enhances the flexibility and accuracy of annotation.
Smart Images

Figure CN117093713B_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of scientific and technological literature technology, specifically to a keyword-based method for annotating scientific and technological literature. Background Technology
[0002] During the compilation of scientific and technological literature, keywords are usually marked to avoid difficulties in understanding when non-professionals read it. Therefore, the method of marking scientific and technological literature based on keywords needs to be simple and fixed to achieve the effect of easy understanding and easy reference. By adding keyword marking, scientific and technological literature can be more conducive to dissemination and analysis.
[0003] Existing keyword-based annotation methods for scientific and technological literature involve inputting and analyzing the source of keywords word by word. However, keywords appear frequently in scientific and technological literature, and the same keywords appear frequently in similar scientific and technological literature. Therefore, it takes a long time to annotate keywords from the same source, and this annotation method is inefficient. Summary of the Invention
[0004] The purpose of this invention is to provide a keyword-based method for annotating scientific and technological documents to solve the problems mentioned in the background section.
[0005] To achieve the above objectives, the present invention provides the following technical solution: a keyword-based method for annotating scientific and technological literature, wherein the keyword annotation information is automatically archived and managed uniformly after the first input, and in addition to the source of the keyword, the keyword annotation information also includes the keyword application information in relevant scientific and technological literature for reference on the actual application of the keyword. The method includes:
[0006] Step S1: Automatic extraction;
[0007] Step S2: Automatic integration;
[0008] Step S3: Add annotations;
[0009] Step S4: Unified Management;
[0010] Step S5: Remove the annotation.
[0011] Preferably, the keyword annotation information automatically extracted in step S1 includes keyword source and keyword application information. The automatic extraction in step S1 refers to automatically extracting the source document information of the keywords from the searchable paths of online documents. The keyword information in paper documents can be input, extracted and archived. Once archived, it is not easy to lose and can be used multiple times.
[0012] Preferably, the keyword source information includes the document title, keyword page coordinates, publication time, and document author.
[0013] Preferably, the keyword application information includes the source of the applied literature, the page number of the applied literature, and the relevant type of applied scientific and technological literature of the same type. Through the information on keyword application, the diverse application methods and writing style of keywords in scientific and technological literature can be effectively compared.
[0014] Preferably, the automatic integration in step S2 refers to integrating the extracted keyword annotation information into a fixed query path and display format, generating an ordered arrangement of keyword information through a connectable capture method, and directly displaying the original source text of the keywords in the document library through the integrated display information.
[0015] Preferably, adding annotations in step S3 refers to selecting the keywords that need to be annotated in the scientific and technological literature after the keywords have been successfully extracted, referencing the annotation symbols of the keywords, and then adding the integrated annotation information to the annotation position of the scientific and technological literature corresponding to the keywords.
[0016] Preferably, the unified management in step S4 refers to the unified management of the integrated keyword information, and the direct extraction of archived keyword annotation information during application. Moreover, the same keyword can have multiple different extraction sources and interpretations in different positions in scientific and technological literature.
[0017] Preferably, the invalidation of annotations in step S5 refers to the ability to invalidate annotations individually or by category when the annotated documents need to be updated or deleted. When an already added annotation needs to be changed, the annotation should be deleted first and then re-added. The annotations of keywords that need to be eliminated should be centrally classified and deleted.
[0018] Compared with the prior art, the beneficial effects of the present invention are:
[0019] This invention establishes automatic integration and unified management steps. After the keyword annotation information is entered for the first time, it is automatically archived and managed in a unified manner. If the same keyword appears again in scientific and technological literature, it is not necessary to extract the keyword information again. It can be directly retrieved from the unified annotation library and share the same annotation with the keyword analysis in the previous text, avoiding duplicate operations. This method improves the efficiency and effectiveness of keyword annotation in scientific and technological literature.
[0020] This invention adds related information to the content of keyword annotation by setting keyword application information. Through the keyword annotation method of this invention, in addition to the source information of the keyword, the application information of the same keyword in scientific and technological literature related to the scientific and technological literature being used is added, so as to achieve the purpose of flexibly annotating scientific and technological literature and enhancing the reference and understanding of the actual application of keywords.
[0021] This invention establishes a unified management process to centrally manage integrated keyword information. When applying keyword annotation, archived keyword annotation information can be directly extracted. Furthermore, the same keyword can have multiple meanings in different applications in various scientific and technological documents. Therefore, multiple sources and interpretations can be extracted for keywords. The most accurate analysis and source are added to the annotation, realizing diversified application and management of keywords. This allows the same keyword to have different interpretations in different scenarios, thus providing a more accurate and effective annotation effect. Attached Figure Description
[0022] Figure 1 This is a flowchart of the steps of the present invention;
[0023] Figure 2 This is a diagram showing the source of keywords for this invention.
[0024] Figure 3 This is a diagram of the keyword application information module of the present invention.
[0025] In the figure: 1. Keyword source; 2. Keyword application information; 11. Document title; 12. Keyword page coordinates; 13. Publication time; 14. Document author; 21. Source of applied literature; 22. Application page coordinates; 23. Related types of similar scientific and technological literature. Implementation
[0026] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. 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.
[0027] In the description of this invention, it should be noted that the terms "upper," "lower," "inner," "outer," "front end," "rear end," "both ends," "one end," and "the other end," etc., indicate the orientation or positional relationship based on the orientation or positional relationship shown in the accompanying drawings. They are used only for the convenience of describing this invention and for simplifying the description, and do not indicate or imply that the device or element referred to must have a specific orientation, or be constructed and operated in a specific orientation. Therefore, they should not be construed as limitations on this invention. Furthermore, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance.
[0028] In the description of this invention, it should be noted that, unless otherwise explicitly specified and limited, the terms "installed," "equipped with," "connected," etc., should be interpreted broadly. For example, "connection" can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection or an indirect connection through an intermediate medium; it can be a connection within two components. Those skilled in the art can understand the specific meaning of the above terms in this invention based on the specific circumstances.
[0029] like Figures 1 to 3 As shown, this embodiment describes a keyword-based scientific literature annotation method. After the keyword annotation information is entered for the first time, it is automatically archived and managed uniformly. In addition to the keyword source (1), keyword application information (2) from relevant scientific literature is added for annotation, providing a reference for the actual application of the keywords. The method includes: Step S1: Automatic extraction; Step S2: Automatic integration; Step S3: Adding annotations; Step S4: Uniform management; Step S5: Obtaining invalid annotations. Through these five steps, a precise, simple, and fast annotation method is achieved.
[0030] Specifically, the keyword information automatically extracted in step S1 includes keyword source 1 and keyword application information 2. The automatic extraction in step S1 refers to automatically extracting the literature information of keywords from the searchable paths of online literature. The keyword information in paper documents can be entered, extracted and archived. After archiving, it is not easy to lose and can be used multiple times, which improves the efficiency of keyword annotation in scientific and technological literature. Keyword source 1 includes document name 11, keyword page number coordinates 12, publication time 13 and document author 14, which makes it easy to find the accurate information of keyword annotation in scientific and technological literature.
[0031] Furthermore, the keyword application information 2 includes the application literature source 21, the application literature page number, and the related types 23 of similar scientific and technological literature. Through the information in the keyword application information 2, the diverse application methods and writing styles of keywords in scientific and technological literature can be effectively compared, which facilitates the understanding of the accurate meaning of keywords in practical applications. The automatic integration in step S2 refers to integrating the extracted keyword annotation information into a fixed query path and display format. The keyword information is arranged in an orderly manner through a connectable capture form. The original text of the keyword can be directly displayed through the integrated display information, achieving a direct and rapid search effect and a fast browsing effect.
[0032] Adding annotations in step S3 refers to selecting the keywords that need to be annotated in the scientific literature after the keywords have been successfully extracted, referencing the annotation symbols of the keywords, and then adding the integrated annotation information to the annotation position of the scientific literature to achieve a fast and accurate way to add annotations.
[0033] Furthermore, the unified management in step S4 refers to the unified management of the integrated keyword information. When applying it, the archived keyword annotation information can be directly extracted. The same keyword can have multiple different extraction sources and interpretations in different positions in scientific and technological literature, so as to extract the different uses and interpretations of the keyword in different documents and realize the diversified understanding of the keyword. The invalidation of annotations in step S5 refers to the ability to invalidate individual annotations or categorize annotations when the annotated documents need to be updated or deleted. When an added annotation needs to be changed, the annotation should be deleted first and then re-added. The keyword annotations that need to be eliminated should be centrally classified and deleted to avoid repeating the same steps and unnecessary time waste.
[0034] The usage method of this embodiment is as follows: When using it, the scientific literature annotation information for keywords is found and extracted from the original documents. Then, the extracted information is integrated into simple and clear annotations in sequence. At the same time, the integrated keyword annotations are managed in a unified manner to avoid repeating the same keyword annotation extraction process. Then, annotation symbols are directly added where keywords need to be annotated, and the integrated simple and clear annotations are displayed on the annotation analysis page. When it is necessary to update or delete the scientific literature annotation steps for keywords, the same keyword annotations can be modified or deleted in a unified manner, avoiding repetitive and cumbersome steps. Based on keywords, scientific literature can be annotated quickly and accurately.
[0035] Finally, it should be noted that the above descriptions are merely preferred embodiments of the present invention and are not intended to limit the present invention. Although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art can still modify the technical solutions described in the foregoing embodiments or make equivalent substitutions for some of the technical features. Any modifications, equivalent substitutions, improvements, etc., made within the spirit and principles of the present invention should be included within the protection scope of the present invention.
Claims
1. A keyword-based scientific literature labeling method comprising keywords, characterized in that: The keyword annotation information is automatically archived and uniformly managed after the first input. In addition to the keyword source (1), the keyword annotation information also adds keyword application information (2) in related scientific literature for annotation, which can be used as a reference for the actual application of keywords. The specific steps include: Step S1: automatic extraction; The keyword annotation information extracted automatically in step S1 includes keyword source (1) and keyword application information (2). The automatic extraction in step S1 refers to automatically extracting the source document information of the keyword on the network literature query path. The keyword information on paper documents can be input, extracted, and archived. After archiving, it is not easy to lose and can be used multiple times. The keyword source (1) includes document name (11), keyword page coordinates (12), publication time (13), and document author (14). The keyword application information (2) includes application document source (21), application document page, and related types of the same type of scientific literature (23). Through keyword application information (2), the diversified application methods and writing specifications of keywords in scientific literature can be effectively compared; Step S2: automatic integration; The automatic integration in step S2 refers to integrating the extracted keyword annotation information into a fixed query path and display format. Through the connected capture form, the keyword information is arranged in order. The original text of the keyword can be directly displayed through the integrated display information in the library; Step S3: add annotations; The adding annotations in step S3 refers to selecting the keywords that need to be annotated in the scientific literature and citing the annotation symbol of the keyword after the keyword has been successfully extracted. Then, the integrated annotation information is added to the annotation position of the scientific literature corresponding to the keyword; Step S4: unified management; The unified management in step S4 refers to the integrated keyword information. When applied, the archived keyword annotation information is directly extracted. The application of the same keyword in different positions of the scientific literature can have multiple different extraction sources and interpretations; Step S5: invalidate annotations. 2.The keyword-based scientific literature labeling method of claim 1, wherein: The invalidate annotations in step S5 refers to single or classified invalidation operations when the annotated document needs to be updated or deleted. The added annotations are first deleted and then re-added when changes are needed. In the keyword annotation that needs to be directly eliminated, the annotations are classified and deleted.
Citation Information
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