Scene-oriented sea term semantic management method

Abstract

The invention relates to the technical field of ocean data processing, in particular to a scene-oriented ocean term semantic management method, which comprises the following steps of: collecting ocean terms, and arranging the collected ocean terms to obtain collected terms; semantic analysis is carried out on the collected terms, a term relationship is constructed, and a marine term library is established; on the basis of a visual display technology, a relation network between ocean terms is displayed in combination with an ocean term library, interaction is carried out, the method aims at ocean term and language information extraction of ocean knowledge texts, the expression ability of an ocean term semantic knowledge system is improved through semantic and language expansion and management analysis, and the ocean term semantic knowledge system is improved. On the basis of an existing ocean term semantic knowledge system, similar, lower and upper semantic information related to ocean terms is extracted in real time for ocean corpora through an optimization expansion algorithm; based on a Chinese-English translation interaction rule, a marine term multilingual management rule is designed, and term multilingual expression of different scenes is realized.

Description

Technical Field

[0001] The present invention relates to the field of marine data processing technology, and in particular to a scenario-oriented marine terminology semantic management method. Background Art

[0002] Marine terminology refers to specialized vocabulary used in the oceanographic field to describe marine phenomena, processes, objects, or concepts. These terms are often highly specialized and precise, ensuring accuracy and consistency in scientific research and communication.

[0003] Semanticization of marine terminology involves the semantic analysis and processing of specialized marine terminology to facilitate better understanding and application. This helps scientists and researchers better understand and communicate their findings and research, ensuring accurate information transmission and avoiding misunderstandings and ambiguities.

[0004] In the big data environment, massive ocean data, complex ocean processes and their ecosystems require systematic construction and multi-objective expression of ocean information to realize the value mining and application of ocean information. Summary of the Invention

[0005] The purpose of this invention is to provide a scenario-oriented marine terminology semantic management method, aiming to enhance the expressive power of the marine terminology semantic knowledge system and improve the ability to mine and multi-dimensionally analyze marine data.

[0006] To achieve the above objectives, the present invention provides a scenario-oriented marine terminology semantic management method, comprising the following steps:

[0007] Collecting marine terms and arranging the collected marine terms to obtain collected terms;

[0008] Performing semantic analysis on the collected terms, building term relationships, and establishing a marine term library;

[0009] Based on the visualization display technology, the relationship network between marine terms is displayed in combination with the marine terminology database for interaction.

[0010] The specific method of collecting marine terms based on the Internet and books and arranging the collected marine terms to obtain the collected terms is as follows:

[0011] Collect marine terminology from authoritative literature, professional books and international standard channels;

[0012] The collected terms are sorted, and duplicate and redundant terms are removed to obtain collected terms.

[0013] The specific method of performing semantic analysis on the collected terms, building term relationships, and establishing a marine term library is as follows:

[0014] Perform semantic analysis on the acquisition terms based on ontology theory and knowledge rules to clarify the hierarchy, attributes and semantic relationships between the acquisition terms;

[0015] Establishing hierarchical, equivalence and correlation relationships between the acquisition terms;

[0016] A marine terminology database is constructed based on the hierarchy, equivalence and correlation of the collected terms.

[0017] The specific method of constructing the hierarchical, equivalent and related relationships between the acquisition terms is as follows:

[0018] constructing a hierarchical relationship between the acquisition terms based on the hierarchical relationship between the acquisition terms;

[0019] Building an equivalence relationship between the acquisition terms based on the attribute relationship between the acquisition terms;

[0020] Based on the semantic relationship between the collected terms, a correlation relationship between the collected terms is constructed.

[0021] The specific method of constructing the marine terminology database based on the hierarchy, equivalence and correlation of the collected terms is as follows:

[0022] Building a marine terminology database based on the hierarchy, equivalence and correlation of the collected terms;

[0023] The collected terms are stored in the marine term library, and the marine term library is revised in real time.

[0024] The specific method of interaction based on the visualization display technology and combining the marine terminology database to display the relationship network between marine terms is as follows:

[0025] Based on the visualization display technology and the marine terminology database, the relationship network between marine terms is displayed;

[0026] Design multilingual interaction rules for marine terminology based on translation interaction software, and design interactive interfaces for interaction.

[0027] Among them, the visualization display technology includes tree structure display and relationship diagram display, wherein the tree structure display is based on the hierarchical relationship of the terms in the tree structure, and the relationship diagram display shows the equivalent relationship and correlation relationship between the terms through nodes and lines.

[0028] The present invention discloses a scenario-oriented semantic management method for marine terminology. The method collects marine terminology and organizes the collected marine terminology to obtain collected terminology. The method performs semantic analysis on the collected terminology, constructs terminology relationships, and establishes a marine terminology database. The method uses visualization technology and the marine terminology database to display a relationship network among marine terminology for interaction. The method extracts marine terminology and language information from marine knowledge texts, improves the expressive power of the marine terminology semantic knowledge system through semantic and language expansion and management analysis, and enhances the mining and multi-dimensional analysis capabilities of marine data. Based on the existing marine terminology semantic knowledge system, the method optimizes the expansion algorithm to extract relevant similar, subordinate, and superordinate semantic information of marine terminology from marine corpus in real time. The method designs marine terminology multilingual management rules based on Chinese-English translation interaction rules to achieve multilingual expression of terms in different scenarios. The method forms a terminology relationship analysis method by designing a clustering algorithm based on predicate rules based on the characteristics of term entities and attributes and in combination with semantic scenarios. The method can be applied to scenarios of marine scientific research, marine resource development, and marine environmental protection, providing accurate and standardized terminology support for researchers and promoting scientific research communication and cooperation. It can also provide basic support for marine data integration, information sharing and intelligent applications, and promote the informatization and intelligent development of the marine field. BRIEF DESCRIPTION OF THE DRAWINGS

[0029] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.

[0030] Figure 1 This is a flow chart of a scenario-oriented marine terminology semantic management method provided by the present invention.

[0031] Figure 2 It collects marine terms based on the Internet and books, and organizes the collected marine terms to obtain a flow chart of the specific method of collecting terms.

[0032] Figure 3 It is a flowchart of a specific method for performing semantic analysis on the collected terms, constructing term relationships, and establishing a marine term library.

[0033] Figure 4 It is a flowchart of the specific method of constructing the hierarchy, equivalence and correlation between the acquisition terms.

[0034] Figure 5 It is a flowchart of a specific method for constructing a marine terminology database based on the hierarchy, equivalence and correlation of the collected terms.

[0035] Figure 6 It is a flowchart of a specific method of interaction based on visual display technology and combined with the marine terminology library to display the relationship network between marine terms. DETAILED DESCRIPTION

[0036] The following describes embodiments of the present invention in detail, examples of which are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are intended to be used to explain the present invention, and are not to be construed as limiting the present invention.

[0037] See also Figures 1 to 6 The present invention provides a scenario-oriented marine terminology semantic management method, comprising the following steps:

[0038] S1 collects marine terms and organizes the collected marine terms to obtain acquisition terms;

[0039] Specific method:

[0040] S11 collects marine terminology from authoritative literature, professional books and international standard channels;

[0041] In the embodiment of the present invention, the sources of marine terminology are determined, including professional literature, academic papers, international conventions, regulatory standards, etc. Marine terminology is extracted from the above sources, and the accuracy and authority of the terminology are ensured.

[0042] S12 organizes the collected terms, removes duplicate and redundant terms, and obtains collected terms.

[0043] In an embodiment of the present invention, the collected terms are sorted, duplicate and redundant terms are removed, and a clear and accurate definition is provided for each marine term to ensure that the meaning of the term is clear in a specific context. Relevant attribute annotations are added to the terms, such as part of speech, meaning, usage, etc., to facilitate better understanding and use. The collected marine terms are standardized, including removing synonyms, polysemy, and other problems. The terms are classified and organized according to their attributes and characteristics to form an orderly terminology system.

[0044] S2 performs semantic analysis on the collected terms, constructs term relationships, and establishes a marine term library;

[0045] Specific method:

[0046] S21 performs semantic analysis on the collected terms based on ontology theory and knowledge rules to clarify the hierarchy, attributes and semantic relationships between the collected terms;

[0047] In an embodiment of the present invention, based on ontology theory, an ontology of the marine field is constructed to clarify the hierarchical relationship, attribute relationship and semantic relationship between terms, providing a basic framework for the semantic management of terms. Based on knowledge rules, using theories such as concept dependency and concept hierarchy, marine terms are subjected to syntactic analysis and semantic analysis to reveal the intrinsic connection and meaning between terms.

[0048] In addition to the two methods mentioned above, semantic analysis of collected terms can also be performed using machine learning, natural language processing, and terminology libraries. Machine learning is a technique that automatically learns patterns and patterns through training data. In the semanticization of marine terminology, machine learning algorithms can be trained on large amounts of marine-related text to automatically extract the semantic features and meaning of terms. This method can process large amounts of terminology data, improving the efficiency and accuracy of semanticization. Natural language processing (NLP) is a technology that involves text analysis, information extraction, and language generation. In the semanticization of marine terminology, natural language processing techniques can be used to perform word segmentation, part-of-speech tagging, and named entity recognition on terms to extract semantic information and contextual relationships. This method helps to better understand the meaning and usage of terms and improves the accuracy of semanticization. A terminology library is a database that stores and manages terminology resources. In the semanticization of marine terminology, a marine-related terminology library can be established to store and manage terms, their definitions, attributes, relationships, and other information. This terminology library allows for convenient query, retrieval, and use of terminology resources, facilitating the standardization and management of terminology.

[0049] S22 constructs hierarchical, equivalent, and related relationships among the collected terms;

[0050] Specific method:

[0051] S221 constructs a hierarchical relationship between the acquisition terms based on the hierarchical relationship between the acquisition terms;

[0052] In the embodiment of the present invention, a hierarchical structure of terms is constructed based on the hierarchical relationship between terms, reflecting the subordinate and inclusive relationships between terms, such as hyponymy and subnymy, and inclusion relationships.

[0053] S222: constructing an equivalence relationship between the acquisition terms based on the attribute relationship between the acquisition terms;

[0054] In the embodiment of the present invention, based on the attribute relationship between the collected terms, terms with the same or similar meanings are identified, equivalent relationships are established, synonym problems are eliminated, and the accuracy and consistency of the terms are ensured.

[0055] S223 constructs a correlation relationship between the collected terms based on the semantic relationship between the collected terms.

[0056] In an embodiment of the present invention, based on the semantic relationship between the collected terms, the association relationship between the terms, such as causal relationship, parallel relationship, etc., is revealed, providing a basis for the expansion and application of the terms.

[0057] S23 constructs a marine terminology database based on the hierarchy, equivalence and correlation of the collected terms.

[0058] Specific method:

[0059] S231 constructs a marine terminology database based on the hierarchy, equivalence, and correlation of the collected terms;

[0060] S232 stores the collected terms in the marine terminology database and revises the marine terminology database in real time.

[0061] In the embodiment of the present invention, a marine terminology database is established to store the organized terms and their relationships, and provide functions such as query, addition, and modification of terms to facilitate user management and maintenance.

[0062] S3 is based on visualization technology and combines the marine terminology library to display the relationship network between marine terms for interaction.

[0063] Specific method:

[0064] S31 displays the relationship network between marine terms based on the visualization display technology combined with the marine terminology database;

[0065] In an embodiment of the present invention, the visualization technology includes tree structure display and relationship diagram display. The tree structure display displays the hierarchical relationship of terms based on a tree structure, which helps users quickly understand the hierarchical structure and subordinate relationships between terms. The relationship diagram display uses nodes and lines to display the equivalent and related relationships between terms, allowing users to intuitively see the connections and differences between terms.

[0066] S32 designs multilingual interaction rules for marine terminology based on translation interaction software, and designs an interactive interface for interaction.

[0067] In an embodiment of the present invention, multilingual interaction rules for marine terminology are designed based on translation interaction software, a user-friendly interaction interface is designed, and functions such as query, addition, and modification of terminology are provided to facilitate user management and maintenance of terminology.

[0068] This method extracts marine terminology and language information from marine knowledge texts. Through semantic and language expansion and management analysis, it enhances the expressive power of the marine terminology semantic knowledge system, improving the mining and multidimensional analysis capabilities of marine data. Building on the existing marine terminology semantic knowledge system, this method optimizes and expands the algorithm to extract relevant semantic information of marine terms in real time from marine corpora. Based on interactive Chinese-English translation rules, it designs multilingual management rules for marine terminology to achieve multilingual expression of terms in different scenarios. Based on the characteristics of terminology entities and attributes and incorporating semantic scenarios, it develops a terminology relationship analysis method by designing a clustering algorithm based on predicate rules. This method can be applied to marine scientific research, marine resource development, and marine environmental protection scenarios, providing researchers with accurate and standardized terminology support and promoting scientific communication and collaboration. It can also provide foundational support for marine data integration, information sharing, and intelligent applications, promoting the informatization and intelligent development of the marine sector.

[0069] What is disclosed above is only a preferred embodiment of the scenario-oriented marine terminology semantic management method of the present invention. Of course, this cannot be used to limit the scope of rights of the present invention. Ordinary technicians in this field can understand that all or part of the processes of the above embodiments and equivalent changes made in accordance with the claims of the present invention are still within the scope of the invention.

Claims

1. A scenario-oriented marine terminology semantic management method, characterized in that: The following steps are involved: Collecting marine terms and arranging the collected marine terms to obtain collection terms; Performing semantic analysis on the collected terms, constructing term relationships, and establishing a marine term library; Based on the visualization technology, the relationship network between marine terms is displayed in combination with the marine terminology library for interaction.

2. The scenario-oriented marine terminology semantic management method according to claim 1, It is characterized by: The specific method of collecting marine terms based on the Internet and books and arranging the collected marine terms to obtain the collected terms is as follows: Collect marine terminology from authoritative literature, professional books and international standard channels; The collected terms are sorted, and duplicate and redundant terms are removed to obtain collected terms.

3. The scenario-oriented marine terminology semantic management method according to claim 1, characterized in that: The specific method of performing semantic analysis on the collected terms, constructing term relationships, and establishing a marine term library is as follows: Perform semantic analysis on the acquisition terms based on ontology theory and knowledge rules to clarify the hierarchy, attributes and semantic relationships between the acquisition terms; Establishing hierarchical, equivalent and related relationships between the acquisition terms; A marine terminology library is constructed based on the hierarchy, equivalence and correlation of the collected terms.

4. The scenario-oriented marine terminology semantic management method according to claim 3, It is characterized by: The specific method of constructing the hierarchical, equivalent and related relationships between the acquisition terms is as follows: Based on the hierarchical relationship between the acquisition terms, constructing a hierarchical relationship between the acquisition terms; Based on the attribute relationship between the acquisition terms, construct an equivalent relationship between the acquisition terms; Based on the semantic relationship between the acquisition terms, the correlation relationship between the acquisition terms is constructed.

5. The scenario-oriented marine terminology semantic management method according to claim 3, It is characterized by: The specific method of constructing the marine terminology database based on the hierarchy, equivalence and correlation of the collected terms is as follows: Building a marine terminology library based on the hierarchy, equivalence and correlation of the collected terms; The collected terms are stored in the marine term library, and the marine term library is revised in real time.

6. The scenario-oriented marine terminology semantic management method according to claim 1, It is characterized by: The specific method of interacting based on the visualization display technology and combining the marine terminology database to display the relationship network between marine terms is as follows: Based on the visualization technology combined with the marine terminology database, the relationship network between marine terms is displayed; Design multilingual interaction rules for marine terminology based on translation interaction software, and design interactive interfaces for interaction.

7. The scenario-oriented marine terminology semantic management method according to claim 6, characterized in that: The visualization display technology includes tree structure display and relationship diagram display, wherein the tree structure display displays the hierarchical relationship of terms based on the tree structure, and the relationship diagram display displays the equivalent relationship and related relationship between terms through nodes and lines.

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