Internet-based trade data search method and search system
By obtaining and analyzing cross-border trade data and combining AI search technology, the problem of low user search efficiency in the existing technology is solved, and efficient and accurate trade data search results are achieved.
Patent Information
- Application Number
- CN202411450151.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-17
- Publication Date
- 2025-02-14
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
In the prior art, when the user's search name is relatively broad, it is difficult to provide search results that fully meet user needs, resulting in reduced search efficiency and inability to meet user needs.
By obtaining cross-border trade data based on the Internet, using cross-border analysis methods to obtain cross-border trade characteristics, and when users search for trade data, they perform text extraction and AI search to segment cross-border trade databases to improve search accuracy.
It realizes the provision of data that fully meets the needs when users search, avoids search results with weak correlation, improves user search efficiency and meets user search needs.
Smart Images

Figure CN119441574A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of data search, and in particular to a trade data search method and search system based on the Internet. Background Art
[0002] Trade data search refers to the collection, organization and analysis of various data related to international trade through specific tools and methods, so as to help enterprises or individuals understand market dynamics, evaluate competitors, formulate business strategies, etc.; the core content of trade data search includes: customs data, enterprise directory data, statistical data, shipping data, official channels, international agency data, commercial databases, industry reports and market research, as well as software services and data services.
[0003] Existing methods for searching trade data usually improve the diversity of data search, and by increasing search channels and search methods, users can expand the search scope when searching trade data to obtain the trade data they need. Although this improved method can meet the personalized search needs of users, when the user's search name is relatively broad, the search platform will provide the user with a large number of search results with weak relevance, thereby reducing the user's search efficiency and failing to assist the user in improving the search name, resulting in the problem of failing to meet the user's search needs. For example, in a patent application with publication number CN111563112A, a data search and display system based on cross-border trade big data is disclosed. This solution improves the diversity of data search and can better meet the personalized needs of user data retrieval. Other improvements for searching trade data are usually optimizations in query speed. This improved method still cannot solve the problem that when the user's search name is relatively broad, the search platform will provide the user with a large number of search results with weak relevance, thereby reducing the user's search efficiency and failing to assist the user in improving the search name, resulting in the problem of failing to meet the user's search needs. In view of this, it is necessary to improve the existing methods for searching trade data. Summary of the invention
[0004] The present invention aims to solve one of the technical problems in the prior art to at least a certain extent, by proposing an Internet-based trade data search method and search system, which is used to solve the problem in the existing methods for searching trade data that when the user's search name is relatively broad, the search platform will provide the user with a large number of search results with weak relevance, thereby reducing the user's search efficiency and failing to assist the user in improving the search name, resulting in the problem of being unable to meet the user's search needs.
[0005] To achieve the above objectives, in a first aspect, the present application provides a trade data search method based on the Internet, comprising the following steps:
[0006] Obtain cross-border trade data of each country based on the Internet, and use cross-border analysis methods to analyze the cross-border trade data of each country, and obtain the cross-border trade characteristics corresponding to the cross-border trade data of each country based on the analysis results;
[0007] When a user searches for trade data, the searched data is recorded as searched trade data, text extraction is performed on the searched trade data, and search feedback is provided to the user based on the text extraction result;
[0008] The cross-border trade database is segmented based on the generated search feedback, and AI is used to search the search trade data in the cross-border trade database, and the search results are sent to the user, wherein the cross-border trade database is used to store the cross-border trade data of all countries obtained from the Internet.
[0009] Further, cross-border analysis methods include:
[0010] All countries with cross-border trade data found through Internet searches are recorded as trading countries MG. 1 To trading country MG n ; For trading countries MG 1 To trading country MG n Any trading country in MG n1 , the trade country MG obtained from the Internet n1 The corresponding cross-border trade data in the trading country MG n1 The buyer's data is recorded as import data JK n1 , the trade country MG obtained from the Internet n1 The corresponding cross-border trade data in the trading country MG n1 The seller's data is recorded as export data CK n1 .
[0011] Furthermore, cross-border analysis methods also include:
[0012] Import data JK n1 All trading countries in MG n1 The country selling the goods is recorded as the trading country MG n1 Importing country; export data CK n1 All Buy Trade Countries MG n1 The country of the commodity is recorded as trading country MG n1 Exporting countries; using the import and export ratio algorithm to obtain the trading country MG n1 Import and export
[0013] F= a 1 ×g 1 ×f n1
[0014] Eigenvalue; the in-out ratio algorithm is: α 2 ×g2 × sum , where F is the import and export characteristic value, α 1 For trading countries MG n1 The number of importing countries, α 2 For trading countries MG n1 The number of exporting countries, g 1 For trading countries MG n1 Import data of JK n1 The sum of all commodity prices recorded in g 2 For trading countries MG n1 Export data of CK n1 The sum of all commodity prices recorded in, f n1 For trading countries MG n1 The sum of all commodity prices recorded in the corresponding cross-border trade data, f sum It is the sum of all commodity prices recorded in the cross-border data corresponding to all trading countries MG.
[0015] Furthermore, cross-border analysis methods also include:
[0016] Trade country MG n1 All importing countries, all exporting countries, and import and export characteristic values are recorded as trading countries MG n1 Characteristics of cross-border trade;
[0017] Based on trade country MG n1 The method for obtaining cross-border trade characteristics is to obtain the cross-border trade characteristics corresponding to all trading countries MG.
[0018] Furthermore, text extraction is performed on the search trade data, and the search data features are obtained based on the text extraction results, including:
[0019] When a user searches for trade data, the data searched by the user is recorded as search trade data, and the search trade data is segmented based on text extraction, and all Chinese words obtained by segmentation are recorded as search Chinese words SZ 1 To search Chinese word SZ k , extract nouns from all search Chinese words SZ based on AI, and record the mentioned nouns as search nouns SM 1 To search term SM j , where j is a positive integer less than or equal to k and greater than or equal to 1.
[0020] Furthermore, providing search feedback to the user based on the judgment result includes:
[0021] Step S202, using all search terms SM to search for cross-border trade data of all trading countries MG, and recording the trading countries MG corresponding to the cross-border trade data containing all search terms SM as candidate countries;
[0022] Step S203, the commodity exporting countries and commodity importing countries in the searched trade data are recorded as the searched export countries and the searched import countries respectively. When the searched export country is not included in the selected countries, the search feedback is set to no search target; when the searched export country is included in the selected countries, the searched export country in the selected countries is recorded as the central country; when the searched import country is included in the import countries of the central country, the search feedback is set to successful search; when the searched import country is not included in the import countries of the central country and the searched import country is included in the export countries of the central country, the search feedback is set to import and export errors.
[0023] Furthermore, providing search feedback to the user based on the judgment result also includes:
[0024] When the searched import country is not included in the import countries and export countries of the central country, the search feedback is set to no search target.
[0025] Further, the cross-border trade database is segmented based on the generated search feedback, and the search trade data is searched using AI in the cross-border trade database, and the search results are sent to the user including:
[0026] Step S301, when the search feedback is no search target, all cross-border trade data are recorded as invalid data; when the search feedback is import and export errors, the cross-border trade data between the central country and the searched import country are recorded as retained data and all other cross-border trade data are recorded as invalid data; when the search feedback is a successful search, the cross-border trade data between the central country and the searched import country are recorded as valid data and all other cross-border trade data are recorded as invalid data.
[0027] Further, segmenting the cross-border trade database based on the generated search feedback, searching the cross-border trade database using AI for search trade data, and sending the search results to the user also includes:
[0028] Step S302, when the retained data or valid data is obtained, AI is used to search the search trade data in the cross-border trade database, and the search results are sent to the user; when the cross-border trade data corresponding to multiple trading countries MG are obtained when the AI is used to search the search trade data, the searched cross-border trade data are sorted from large to small based on the import and export characteristic values of the trading countries MG corresponding to the cross-border trade data.
[0029] In a second aspect, the present application also provides an Internet-based trade data search system, including: a trade feature acquisition module, a search feedback upload module, and a search result generation module;
[0030] The trade feature acquisition module is used to obtain the cross-border trade data of each country based on the Internet, and use the cross-border analysis method to analyze the cross-border trade data of each country, and obtain the cross-border trade features corresponding to the cross-border trade data of each country based on the analysis results;
[0031] The search feedback upload module is used to record the searched data as searched trade data when the user searches for trade data, perform text extraction on the searched trade data, and provide search feedback to the user based on the text extraction result;
[0032] The search result generation module is used to segment the cross-border trade database based on the generated search feedback, and use AI to search the search trade data in the cross-border trade database, and send the search results to the user, wherein the cross-border trade database is used to store the cross-border trade data of all countries obtained from the Internet.
[0033] The beneficial effects of the present invention are as follows: first, a cross-border analysis method is used to obtain cross-border trade characteristics; then text extraction is performed on the search trade data to obtain search data characteristics, and search feedback is provided to the user based on preliminary judgment; finally, the search trade data is searched based on the search feedback, and the search results are sent to the user. The advantage of this is that by obtaining cross-border trade characteristics and search data characteristics, data that fully meets user needs can be obtained based on the characteristics of the search trade data when searching for search trade data, thereby avoiding providing a large number of search results with weak relevance to the user. In addition, by obtaining search feedback, the user can be assisted in improving the search name when no valid data is found, thereby improving the user's search efficiency and meeting the user's search needs. BRIEF DESCRIPTION OF THE DRAWINGS
[0034] Figure 1 is a functional block diagram of the system of the present invention;
[0035] Figure 2 is a flow chart of the steps of the method of the present invention;
[0036] Figure 3 is a flowchart of the steps of the cross-border analysis method of the present invention;
[0037] Figure 4 It is a principle block diagram of the electronic device of the present invention. DETAILED DESCRIPTION
[0038] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions 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 are within the scope of protection of the present invention.
[0039] Example 1, please refer to Figure 1 As shown, the present application provides an Internet-based trade data search system, including: a trade feature acquisition module, a search feedback upload module, and a search result generation module;
[0040] The trade feature acquisition module is used to obtain the cross-border trade data of each country based on the Internet, and use the cross-border analysis method to analyze the cross-border trade data of each country, and obtain the cross-border trade features corresponding to the cross-border trade data of each country based on the analysis results;
[0041] See also Figure 3 As shown in the figure, the cross-border analysis method includes: recording all countries with cross-border trade data found on the Internet as trading countries MG 1 To trading country MG n ; For trading countries MG 1 To trading country MG n Any trading country in MG n1 , the trade country MG obtained from the Internet n1 The corresponding cross-border trade data in the trading country MG n1 The buyer's data is recorded as import data JK n1 , the trade country MG obtained from the Internet n1 The corresponding cross-border trade data in the trading country MG n1 The seller's data is recorded as export data CK n1 ; In the specific implementation process, for example, in an analysis, the trading country MG n1 For China, and through analysis, it is found that China's import countries are 200 and China's export countries are 150. In the import-export ratio algorithm, α 1 is 200, α 2 is 150;
[0042] Import data JK n1 All trading countries in MG n1 The country selling the goods is recorded as the trading country MG n1 Importing country; export data CK n1 All Buy Trade Countries MG n1 The country of the commodity is recorded as trading country MG n1Exporting countries; using the import and export ratio algorithm to obtain the trading country MG n1 Import and export
[0043] F= a 1 ×g 1 ×f n1
[0044] Eigenvalue; the in-out ratio algorithm is: α 2 ×g 2 × sum , where F is the import and export characteristic value, α 1 For trading countries MG n1 The number of importing countries, α 2 For trading countries MG n1 The number of exporting countries, g 1 For trading countries MG n1 Import data of JK n1 The sum of all commodity prices recorded in g 2 For trading countries MG n1 Export data of CK n1 The sum of all commodity prices recorded in, f n1 For trading countries MG n1 The sum of all commodity prices recorded in the corresponding cross-border trade data, f sum It is the sum of all commodity prices recorded in the cross-border data corresponding to all trading countries MG;
[0045] In the specific implementation process, for example, during a data processing, the trade country MG n1 The number of importing and exporting countries is 5 and 10 respectively. 1 and 2 are 10000 and 500000 respectively, f n1 is 510000, f sum is 5100000, then the import and export characteristic value can be calculated to be 0.001;
[0046] Trade country MG n1 All importing countries, all exporting countries, and import and export characteristic values are recorded as trading countries MG n1 Characteristics of cross-border trade;
[0047] Based on trade country MG n1 The method for obtaining cross-border trade characteristics is to obtain the cross-border trade characteristics corresponding to all trading countries MG.
[0048] The search feedback upload module is used to record the searched data as searched trade data when the user searches for trade data, perform text extraction on the searched trade data, and provide search feedback to the user based on the text extraction result;
[0049] The search feedback uploading module includes a search feedback generating unit, and the search feedback generating unit is configured with a search feedback generating strategy, and the search feedback generating strategy includes:
[0050] When a user searches for trade data, the data searched by the user is recorded as search trade data, and the search trade data is segmented based on text extraction, and all Chinese words obtained by segmentation are recorded as search Chinese words SZ 1 To search Chinese word SZ k , extract nouns from all search Chinese words SZ based on AI, and record the mentioned nouns as search nouns SM 1 To search term SM j , where j is a positive integer less than or equal to k and greater than or equal to 1;
[0051] In the specific implementation process, for example, in a data processing, the search trade data obtained is "China exports high-quality silk to Japan", then all the Chinese words SZ obtained through word segmentation processing are "China", "to", "Japan", "export", "of", "high-quality" and "silk", and the search nouns SM obtained by noun extraction are "China", "Japan", "export" and "silk"; by screening the Chinese words SZ to obtain the search noun SM, it can reduce the time consumed in data search, and improve the search efficiency of the search engine while refining the search target;
[0052] Use all search terms SM to retrieve the cross-border trade data of all trading countries MG, and record the trading countries MG corresponding to the cross-border trade data containing all search terms SM as candidate countries;
[0053] The commodity exporting countries and commodity importing countries in the searched trade data are recorded as the searched exporting countries and the searched importing countries respectively. When the searched exporting countries are not included in the candidate countries, the search feedback is set to no search target; when the searched exporting countries are included in the candidate countries, the searched exporting countries in the candidate countries are recorded as the central countries; when the searched importing countries are included in the importing countries of the central country, the search feedback is set to successful search; when the searched importing countries are not included in the importing countries of the central country and the searched importing countries are included in the exporting countries of the central country, the search feedback is set to import and export errors;
[0054] In the specific implementation process, for example, in a data processing, if the export country of the goods in the searched trade data is China and the import country is Japan, the central country is set to China. When China's import countries include Japan, the search feedback is set to a successful search, that is, the trade data required by the user can be searched;
[0055] When the searched import country is not included in the import countries and export countries of the central country, the search feedback is set to no search target.
[0056] The search result generation module is used to segment the cross-border trade database based on the generated search feedback, and use AI to search the search trade data in the cross-border trade database, and send the search results to the user, wherein the cross-border trade database is used to store the cross-border trade data of all countries obtained from the Internet;
[0057] The search result generation module includes a search result generation unit, and the search result generation unit is configured with a search result generation strategy, and the search result generation strategy includes:
[0058] When the search feedback is no search target, all cross-border trade data are recorded as invalid data; when the search feedback is import and export errors, the cross-border trade data between the central country and the searched import country are recorded as retained data and all other cross-border trade data are recorded as invalid data; when the search feedback is a successful search, the cross-border trade data between the central country and the searched import country are recorded as valid data and all other cross-border trade data are recorded as invalid data;
[0059] When the reserved data or valid data is obtained, AI is used to search the search trade data in the cross-border trade database, and the search results are sent to the user; when AI is used to search the search trade data, the cross-border trade data corresponding to multiple trading countries MG are obtained, and the searched cross-border trade data are sorted from large to small based on the import and export characteristic values of the trading countries MG corresponding to the cross-border trade data;
[0060] In the specific implementation process, the larger the import and export characteristic value, the more market share the trading country MG corresponding to the import and export characteristic value occupies in world trade. Therefore, when searching for multiple cross-border trade data, sorting the searched cross-border trade data from large to small based on the import and export characteristic values can help users select the searched data, give priority to popular trading countries or unpopular trading countries, thereby improving the user's trade data search efficiency.
[0061] Example 2, second aspect, please refer to Figure 2 As shown, the present application also provides a trade data search method based on the Internet, comprising the following steps:
[0062] Step S1, obtaining cross-border trade data of each country based on the Internet, analyzing the cross-border trade data of each country using a cross-border analysis method, and obtaining cross-border trade characteristics corresponding to the cross-border trade data of each country based on the analysis results;
[0063] The cross-border analysis method comprises: step S101, recording all countries with cross-border trade data found on the Internet as trade countries MG 1 To trading country MG n ; For trading countries MG 1 To trading country MG n Any trading country in MG n1 , the trade country MG obtained from the Internet n1 The corresponding cross-border trade data in the trading country MG n1 The buyer's data is recorded as import data JK n1 , the trade country MG obtained from the Internet n1 The corresponding cross-border trade data in the trading country MG n1 The seller's data is recorded as export data CK n1 ;
[0064] Step S102: import data JK n1 All trading countries in MG n1 The country selling the goods is recorded as the trading country MG n1 Importing country; export data CK n1 All Buy Trade Countries MG n1 The country of the commodity is recorded as trading country MG n1 Export countries; use the import and export ratio algorithm to obtain trading countries
[0065] F= a 1 ×g 1 ×f n1
[0066] MG n1 The import and export characteristic values; the import and export ratio algorithm is: α 2 ×g 2 × sum , where F is the import and export characteristic value, α 1 For trading countries MG n1 The number of importing countries, α 2 For trading countries MG n1 The number of exporting countries, g 1 For trading countries MG n1 Import data of JK n1 The sum of all commodity prices recorded in g 2 For trading countries MG n1 Export data of CK n1 The sum of all commodity prices recorded in, f n1 For trading countries MG n1 The sum of all commodity prices recorded in the corresponding cross-border trade data, f sum It is the sum of all commodity prices recorded in the cross-border data corresponding to all trading countries MG;
[0067] Step S103: Trade country MG n1 All importing countries, all exporting countries, and import and export characteristic values are recorded as trading countries MG n1 Characteristics of cross-border trade;
[0068] Step S104, based on the trading country MG n1 The method for obtaining cross-border trade characteristics is to obtain the cross-border trade characteristics corresponding to all trading countries MG.
[0069] Step S2, when the user searches for trade data, the searched data is recorded as searched trade data, text is extracted from the searched trade data, and search feedback is provided to the user based on the text extraction result;
[0070] Step S2 includes: Step S201, when the user searches for trade data, the data searched by the user is recorded as search trade data, the search trade data is segmented based on text extraction, and all Chinese words obtained by the segmentation are recorded as search Chinese words SZ 1 To search Chinese word SZ k , extract nouns from all search Chinese words SZ based on AI, and record the mentioned nouns as search nouns SM 1 To search term SM j , where j is a positive integer less than or equal to k and greater than or equal to 1;
[0071] Step S202, using all search terms SM to search for cross-border trade data of all trading countries MG, and recording the trading countries MG corresponding to the cross-border trade data containing all search terms SM as candidate countries;
[0072] Step S203, the commodity exporting countries and commodity importing countries in the searched trade data are recorded as the searched exporting countries and the searched importing countries respectively. When the searched exporting countries are not included in the selected countries, the search feedback is set to no search target; when the searched exporting countries are included in the selected countries, the searched exporting countries in the selected countries are recorded as the central countries; when the searched importing countries are included in the importing countries of the central country, the search feedback is set to successful search; when the searched importing countries are not included in the importing countries of the central country and the searched importing countries are included in the exporting countries of the central country, the search feedback is set to import and export errors;
[0073] When the searched import country is not included in the import countries and export countries of the central country, the search feedback is set to no search target.
[0074] Step S3, segmenting the cross-border trade database based on the generated search feedback, searching the search trade data in the cross-border trade database using AI, and sending the search results to the user, wherein the cross-border trade database is used to store the cross-border trade data of all countries obtained from the Internet;
[0075] Step S3 includes: Step S301, when the search feedback is no search target, all cross-border trade data are recorded as invalid data; when the search feedback is import and export errors, the cross-border trade data between the central country and the searched import country is recorded as reserved data and all other cross-border trade data is recorded as invalid data; when the search feedback is a successful search, the cross-border trade data between the central country and the searched import country is recorded as valid data and all other cross-border trade data is recorded as invalid data;
[0076] Step S302, when the retained data or valid data is obtained, AI is used to search the search trade data in the cross-border trade database, and the search results are sent to the user; when the cross-border trade data corresponding to multiple trading countries MG are obtained when the AI is used to search the search trade data, the searched cross-border trade data are sorted from large to small based on the import and export characteristic values of the trading countries MG corresponding to the cross-border trade data.
[0077] Example 3, please refer to Figure 3 As shown, Figure 3 The structural diagram of an electronic device is illustrated, and the electronic device may include: a processor, a communication interface, a memory and a communication bus, wherein the processor, the communication interface and the memory communicate with each other through the communication bus. The memory stores computer-readable instructions, and the processor can call the instructions in the memory. When the computer-readable instructions are executed by the processor, the steps in a trade data search method based on the Internet are executed to achieve the following functions: first, the cross-border trade data of each country is analyzed using a cross-border analysis method to obtain cross-border trade characteristics; then, text extraction is performed on the search trade data, and search feedback is provided to the user based on the text extraction results; finally, the cross-border trade database is segmented based on the search feedback, and AI is used to search the search trade data in the cross-border trade database, and the search results are sent to the user.
[0078] In addition, the logic instructions in the above-mentioned memory can be implemented in the form of software functional units and can be stored in a computer-readable storage medium when sold or used as an independent product. Based on this understanding, the technical solution of the present application can be essentially or partly embodied in the form of a software product that contributes to the prior art, and the computer software product is stored in a storage medium, including several instructions to enable a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present application. The aforementioned storage medium includes: various media that can store program codes, such as a USB flash drive, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a disk or an optical disk.
[0079] Example 4. The present application also provides a computer-readable storage medium. The present application provides a storage medium on which a computer program is stored. When the computer program is executed by a processor, the steps in the above Internet-based trade data search method are executed to achieve the following functions: first, the cross-border trade data of each country is analyzed using a cross-border analysis method to obtain cross-border trade characteristics; then, text is extracted from the searched trade data, and search feedback is provided to the user based on the text extraction results; finally, the cross-border trade database is segmented based on the search feedback, and AI is used to search the searched trade data in the cross-border trade database, and the search results are sent to the user.
[0080] Through the description of the above implementation methods, the embodiments of the present invention can be provided as methods, systems or computer program products. Based on such an understanding, the above technical solutions can be essentially or partly contributed to the prior art in the form of software products, which can be stored in a computer-readable storage medium, such as ROM / RAM, a magnetic disk, an optical disk, etc., and include several instructions for enabling a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or some parts of the embodiments.
[0081] In the embodiments provided in the present application, it should be understood that the disclosed system or method can be implemented in other ways. The embodiments described above are merely schematic. For example, the division of modules or units is only a logical function division. There may be other division methods in actual implementation. For example, multiple modules or units can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some communication interfaces, and the indirect coupling or communication connection of systems, modules and units can be electrical, mechanical or other forms.
[0082] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit it. Although the present application has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present application.
Claims
1. A trade data search method based on the Internet, characterized in that: The steps include: Obtain cross-border trade data of each country based on the Internet, and use cross-border analysis methods to analyze the cross-border trade data of each country, and obtain the cross-border trade characteristics corresponding to the cross-border trade data of each country based on the analysis results; When a user searches for trade data, the searched data is recorded as searched trade data, text extraction is performed on the searched trade data, and search feedback is provided to the user based on the text extraction result; The cross-border trade database is segmented based on the generated search feedback, and AI is used to search the search trade data in the cross-border trade database, and the search results are sent to the user, wherein the cross-border trade database is used to store the cross-border trade data of all countries obtained from the Internet.
2. The Internet-based trade data search method according to claim 1, characterized in that: Cross-border analysis methods include: All countries with cross-border trade data found through Internet searches are recorded as trading countries MG1 to MG2. n ; For trading country MG1 to trading country MG n Any trading country in MG n1 , the trade country MG obtained from the Internet n1 The corresponding cross-border trade data in the trading country MG n1 The buyer's data is recorded as import data JK n1 , the trade country MG obtained from the Internet n1 The corresponding cross-border trade data in the trading country MG n1 The seller's data is recorded as export data CK n1 .
3. The method for searching trade data based on the Internet according to claim 2, characterized in that: Cross-border analysis methods also include: Import data JK n1 All trading countries in MG n1 The country selling the goods is recorded as the trading country MG n1 Importing country; export data CK n1 All Buy Trade Countries MG n1 The country of the commodity is recorded as trading country MG n1 Exporting countries; using the import and export ratio algorithm to obtain the trading country MG n1 Import and export F= α1×g1×f n1 Eigenvalue; the in-out ratio algorithm is: α 2 ×g 2 × sum , where F is the import and export characteristic value, α1 is the trading country MG n1 The number of importing countries, α2 is the number of trading countries MG n1 The number of exporting countries, g1 is the trading country MG n1 Import data of JK n1 The sum of all commodity prices recorded in , g2 is the trading country MG n1 Export data of CK n1 The sum of all commodity prices recorded in, f n1 For trading countries MG n1 The sum of all commodity prices recorded in the corresponding cross-border trade data, f sum It is the sum of all commodity prices recorded in the cross-border data corresponding to all trading countries MG.
4. The method for searching trade data based on the Internet according to claim 3, characterized in that: Cross-border analysis methods also include: Trade country MG n1 All importing countries, all exporting countries, and import and export characteristic values are recorded as trading countries MG n1 characteristics of cross-border trade; Based on trade country MG n1 The method for obtaining cross-border trade characteristics is to obtain the cross-border trade characteristics corresponding to all trading countries MG.
5. The method for searching trade data based on the Internet according to claim 4, characterized in that: Perform text extraction on search trade data and obtain search data features based on the text extraction results, including: When a user searches for trade data, the data searched by the user is recorded as search trade data, and the search trade data is segmented based on text extraction, and all Chinese words obtained by the segmentation are recorded as search Chinese words SZ1 to search Chinese words SZ k , extract nouns from all search Chinese words SZ based on AI, and record the mentioned nouns as search noun SM1 to search noun SM j , where j is a positive integer less than or equal to k and greater than or equal to 1.
6. The method for searching trade data based on the Internet according to claim 5, characterized in that: Providing search feedback to users based on the judgment results includes: Use all search terms SM to retrieve the cross-border trade data of all trading countries MG, and record the trading countries MG corresponding to the cross-border trade data containing all search terms SM as candidate countries; The commodity exporting countries and commodity importing countries in the searched trade data are respectively recorded as the searched export countries and the searched import countries. When the searched export country is not included in the candidate countries, the search feedback is set to no search target; when the searched export country is included in the candidate countries, the searched export country in the candidate countries is recorded as the central country; when the searched import country is included in the import countries of the central country, the search feedback is set to successful search; when the searched import country is not included in the import countries of the central country and the searched import country is included in the export countries of the central country, the search feedback is set to import and export errors.
7. The method for searching trade data based on the Internet according to claim 6, characterized in that: The search feedback to the user based on the judgment results also includes: When the searched import country is not included in the import countries and export countries of the central country, the search feedback is set to no search target.
8. The method for searching trade data based on the Internet according to claim 7, characterized in that: The cross-border trade database is segmented based on the generated search feedback, and AI is used to search the cross-border trade database for search trade data, and the search results are sent to users including: When the search feedback is no search target, all cross-border trade data are recorded as invalid data; when the search feedback is import and export errors, the cross-border trade data between the central country and the searched import country are recorded as retained data and all other cross-border trade data are recorded as invalid data; when the search feedback is a successful search, the cross-border trade data between the central country and the searched import country are recorded as valid data and all other cross-border trade data are recorded as invalid data.
9. The method for searching trade data based on the Internet according to claim 8, characterized in that: Segmenting the cross-border trade database based on the generated search feedback, searching the cross-border trade database using AI to search for trade data, and sending the search results to the user also includes: When the retained data or valid data is obtained, AI is used to search the search trade data in the cross-border trade database, and the search results are sent to the user; when AI is used to search the search trade data and the cross-border trade data corresponding to multiple trading countries MG are obtained, the searched cross-border trade data are sorted from large to small based on the import and export characteristic values of the trading countries MG corresponding to the cross-border trade data.
10. A trade data search system based on the Internet, used to implement a trade data search method based on the Internet as claimed in any one of claims 1 to 9, characterized in that: include: Trade feature acquisition module, search feedback upload module and search result generation module; The trade feature acquisition module is used to obtain the cross-border trade data of each country based on the Internet, and use the cross-border analysis method to analyze the cross-border trade data of each country, and obtain the cross-border trade features corresponding to the cross-border trade data of each country based on the analysis results; The search feedback upload module is used to record the searched data as searched trade data when the user searches for trade data, perform text extraction on the searched trade data, and provide search feedback to the user based on the text extraction result; The search result generation module is used to segment the cross-border trade database based on the generated search feedback, and use AI to search the search trade data in the cross-border trade database, and send the search results to the user, wherein the cross-border trade database is used to store the cross-border trade data of all countries obtained from the Internet.
Citation Information
Patent Citations
Data search and display system based on cross-border trade big data
CN111563112A