Cross-border e-commerce comprehensive service method and device, terminal equipment and storage medium

Abstract

The invention is suitable for the technical field of customs declaration, and provides a cross-border e-commerce comprehensive service method and device, terminal equipment and a storage medium. According to the cross-border e-commerce comprehensive service method, the original business data from the overseas e-commerce platform is acquired, multiple verification is performed on the original business data to obtain the verification result, data matching and merging are performed on the original business data passing the verification result to obtain the merged data, and the merged data are assembled to obtain the customs declaration data. And sending the customs declaration data to a customs data platform through the cross-border e-commerce public service platform to realize digital customs clearance, sending the customs declaration data to a bank through the cross-border e-commerce public service platform to realize settlement, and sending the original business data and the customs declaration data to a tax platform to realize tax compliance. According to the embodiment of the invention, by automatically processing complex business processes such as customs declaration, settlement and tax compliance, the business processing efficiency is remarkably improved, the business period is shortened, and fund turnover is accelerated.

Description

Technical Field

[0001] The present application belongs to the field of customs declaration technology, and in particular relates to a cross-border e-commerce comprehensive service method, apparatus, terminal equipment and storage medium. Background Art

[0002] With the deepening of global economic integration and the rapid development of internet technology, cross-border e-commerce, as an emerging trade model, has flourished in recent years. Cross-border e-commerce breaks the geographical constraints of traditional trade, allowing consumers to more conveniently purchase goods from around the world while also providing businesses with a broader market space. However, the smooth operation of cross-border e-commerce trade requires the support of a series of complex business processes, such as customs declaration, foreign exchange settlement, and tax compliance.

[0003] Under traditional cross-border e-commerce operating models, processes such as customs declaration, foreign exchange settlement, and tax compliance often rely heavily on manual labor. Companies often need to assign dedicated personnel to collect and organize various business data, submitting and processing reports to different agencies based on different business processes. This manual operation model is not only cumbersome and inefficient, but also prone to errors. Data errors or omissions can lead to serious consequences such as customs clearance delays, foreign exchange settlement failures, or tax violations, resulting in significant financial losses and legal risks for companies. Summary of the Invention

[0004] The embodiments of the present application provide a cross-border e-commerce comprehensive service method, apparatus, terminal device and storage medium, which can solve the problems in related technologies of cross-border e-commerce business processes being cumbersome, inefficient and error-prone.

[0005] In a first aspect, an embodiment of the present application provides a cross-border e-commerce integrated service method, which is applied to a cross-border e-commerce integrated service system, wherein the cross-border e-commerce integrated service system establishes communication connections with an overseas e-commerce platform, a cross-border e-commerce public service platform, and a tax platform, respectively. The method includes:

[0006] Obtaining original business data from the overseas e-commerce platform;

[0007] Perform multiple checks on the original business data to obtain a check result;

[0008] Perform data matching and merging on the original business data that has passed the verification to obtain merged data;

[0009] Assembling the merged data to obtain the customs declaration data;

[0010] Sending the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance;

[0011] Sending the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement;

[0012] The original business data and the customs declaration data are sent to the tax platform to achieve tax compliance.

[0013] In a second aspect, an embodiment of the present application provides a cross-border e-commerce integrated service device, which is applied to a cross-border e-commerce integrated service system. The cross-border e-commerce integrated service system establishes communication connections with an overseas e-commerce platform, a cross-border e-commerce public service platform, and a tax platform, respectively, including:

[0014] An acquisition module, used to acquire original business data from the overseas e-commerce platform;

[0015] A verification module, configured to perform multiple verifications on the original business data to obtain verification results;

[0016] The merging module is used to match and merge the original business data that has passed the verification results to obtain the merged data;

[0017] An assembling module, used for assembling the merged data to obtain the customs declaration data;

[0018] A customs clearance module, configured to send the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance;

[0019] A foreign exchange settlement module, configured to send the customs declaration data to a bank via the cross-border e-commerce public service platform to achieve foreign exchange settlement;

[0020] The tax compliance module is used to send the original business data and the customs declaration data to the tax platform to achieve tax compliance. In a third aspect, an embodiment of the present application provides a terminal device, including a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, the steps of the cross-border e-commerce comprehensive service method are implemented.

[0021] In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, which stores a computer program. When the computer program is executed by a processor, it implements the steps of the above-mentioned cross-border e-commerce comprehensive service method.

[0022] In a fifth aspect, an embodiment of the present application provides a cross-border e-commerce integrated service system, which establishes communication connections with an overseas e-commerce platform, a cross-border e-commerce public service platform, and a tax platform, and is used to:

[0023] Obtaining original business data from the overseas e-commerce platform;

[0024] Perform multiple checks on the original business data to obtain a check result;

[0025] Perform data matching and merging on the original business data that has passed the verification to obtain merged data;

[0026] Assembling the merged data to obtain the customs declaration data;

[0027] Sending the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance;

[0028] Sending the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement;

[0029] The original business data and the customs declaration data are sent to the tax platform to achieve tax compliance.

[0030] In a sixth aspect, an embodiment of the present application provides a computer program product, which, when running on a terminal device, enables the terminal device to execute the above-mentioned cross-border e-commerce comprehensive service method.

[0031] The beneficial effects of the embodiments of the present application compared with the prior art are as follows: the embodiments of the present application obtain original business data from overseas e-commerce platforms, perform multiple verifications on the original business data, obtain verification results, perform data matching and merging on the original business data with passed verification results, obtain merged data, assemble the merged data, obtain customs declaration data, send the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance, send the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement, and send the original business data and customs declaration data to the tax platform to achieve tax compliance. The implementation method of the present application significantly improves business processing efficiency, shortens business cycles and accelerates capital turnover by automating complex business processes such as customs declaration, foreign exchange settlement and tax compliance. At the same time, automated operations effectively reduce the human error rate, avoid data errors and omissions, thereby reducing the risks of customs clearance delays, foreign exchange settlement failures and tax violations, and reducing the economic losses and legal risks of enterprises. In addition, the implementation method of the present application also realizes data sharing and collaboration with overseas e-commerce platforms, cross-border e-commerce public service platforms and tax platforms, improves the accuracy and timeliness of data, and promotes collaborative work between departments. BRIEF DESCRIPTION OF THE DRAWINGS

[0032] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following briefly introduces the drawings required for use in the embodiments or descriptions of the prior art. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without any creative work.

[0033] Figure 1 This is a schematic diagram of the implementation process of a cross-border e-commerce comprehensive service method provided by an embodiment of the present application;

[0034] Figure 2 This is a schematic diagram of the structure of a cross-border e-commerce integrated service device provided by an embodiment of the present application;

[0035] Figure 3 It is a structural diagram of the terminal device provided in an embodiment of the present application. DETAILED DESCRIPTION

[0036] In order to make the purpose, technical solutions and advantages of this application more clear, the application is further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are only used to explain this application and are not intended to limit this application. Based on the embodiments of this application, all other embodiments obtained by those skilled in the art without making any creative work are protected by this application.

[0037] It should be noted that the terms "include", "comprising" and "having" and any variations thereof in the specification and claims of this application and the above-mentioned drawings are intended to cover non-exclusive inclusions. For example, a process, method, terminal, product or device that includes a series of steps or units is not limited to the listed steps or units, but may optionally include steps or units that are not listed, or may optionally include other steps or units that are inherent to these processes, methods, products or devices. In the claims, specification and drawings of this application, relational terms such as "first" and "second" are merely used to distinguish one entity / operation / object from another entity / operation / object, and do not necessarily require or imply any such real-time relationship or order between these entities / operations / objects.

[0038] References to "embodiments" herein mean that a particular feature, structure, or characteristic described in connection with the embodiments may be included in at least one embodiment of the present application. The appearance of the phrase in various places in the specification does not necessarily refer to the same embodiment, nor does it constitute an independent or alternative embodiment that is mutually exclusive of other embodiments. It is understood, both explicitly and implicitly, by those skilled in the art that the embodiments described herein may be combined with other embodiments.

[0039] With the deepening of global economic integration and the rapid development of internet technology, cross-border e-commerce, as an emerging trade model, has flourished in recent years. Cross-border e-commerce breaks the geographical constraints of traditional trade, allowing consumers to more conveniently purchase goods from around the world while also providing businesses with a broader market space. However, the smooth operation of cross-border e-commerce trade requires the support of a series of complex business processes, such as customs declaration, foreign exchange settlement, and tax compliance.

[0040] Under traditional cross-border e-commerce operating models, processes such as customs declaration, foreign exchange settlement, and tax compliance often rely heavily on manual labor. Companies often need to assign dedicated personnel to collect and organize various business data, submitting and processing reports to different agencies based on different business processes. This manual operation model is not only cumbersome and inefficient, but also prone to errors. Data errors or omissions can lead to serious consequences such as customs clearance delays, foreign exchange settlement failures, or tax violations, resulting in significant financial losses and legal risks for companies.

[0041] In view of this, the implementation method of this application significantly improves business processing efficiency, shortens business cycles and accelerates capital turnover by automating complex business processes such as customs declaration, foreign exchange settlement and tax compliance. At the same time, automated operations effectively reduce the rate of manual errors, avoid data errors and omissions, thereby reducing the risks of customs clearance delays, foreign exchange settlement failures and tax violations, and reducing the economic losses and legal risks of enterprises. In addition, the implementation method of this application also realizes data sharing and collaboration with overseas e-commerce platforms, cross-border e-commerce public service platforms and tax platforms, improves the accuracy and timeliness of data, and promotes collaborative work among various departments.

[0042] In order to illustrate the technical solution of the present application, specific embodiments are provided below.

[0043] Figure 1 The present invention provides a schematic diagram of the implementation process of a cross-border e-commerce comprehensive service method provided in an embodiment of the present application. The method can be applied to terminal devices, specifically smart phones, tablet computers, laptops, ultra-mobile personal computers (UMPCs), netbooks, smart cars, etc.

[0044] In addition, this method can also be applied to the cross-border e-commerce comprehensive service system, which establishes communication connections with overseas e-commerce platforms, cross-border e-commerce public service platforms, and tax platforms respectively.

[0045] Specifically, the cross-border e-commerce integrated service system can obtain raw business data from overseas e-commerce platforms in real time or on a scheduled basis through pre-set API interfaces, such as order information (product name, quantity, price, delivery address, etc.), logistics information (logistics tracking number, transportation status, etc.), and payment information (payment method, payment amount, payment time, etc.). To ensure that the data can be correctly identified and processed by the system, the data pushed by overseas e-commerce platforms must comply with the data format standards defined by the cross-border e-commerce integrated service system, such as JSON and XML.

[0046] The cross-border e-commerce integrated service system can use standard Web Service technology or HTTP / HTTPS protocol to encapsulate the customs declaration data into a data format that meets the requirements of the public service platform (such as a specific XML Schema), and transmit it to the cross-border e-commerce public service platform through a secure network channel. After the system pushes the customs declaration data to the public service platform, the public service platform can process the data and return a receipt to inform the system whether the data has been successfully received and whether it has passed verification. The cross-border e-commerce integrated service system can perform subsequent operations based on the receipt information, such as re-pushing the data or entering the next business process. Among them, the middle platform data bus is responsible for data routing and node management to ensure that the data can be accurately and efficiently transmitted to the target platform.

[0047] The cross-border e-commerce integrated service system can connect to the tax platform through a pre-set data interface, enabling the automatic transmission and filing of tax data. To ensure the security of tax data, the cross-border e-commerce integrated service system can utilize secure data transmission protocols such as SFTP and HTTPS to ensure the confidentiality, integrity, and availability of data during transmission. The cross-border e-commerce integrated service system can integrate and process raw business data and customs declaration data to generate tax declaration data that meets the tax platform's requirements and automatically push it to the tax platform for filing. After processing the declaration data, the tax platform can return the declaration results or tax vouchers for subsequent processing and archiving by the system.

[0048] Through the above-mentioned communication connection implementation method, the cross-border e-commerce comprehensive service system can efficiently and accurately obtain the original business data of overseas e-commerce platforms, and push the processed customs declaration data and tax data to the corresponding platforms, realizing the digitalization, automation and intelligent processing of cross-border e-commerce business.

[0049] Specifically, the cross-border e-commerce comprehensive service method may include the following steps S101 to S107.

[0050] Step S101: Obtain original business data from overseas e-commerce platforms.

[0051] Overseas e-commerce platforms refer to e-commerce platforms located outside of China, such as Amazon and eBay. Cross-border e-commerce companies sell goods to overseas consumers through these platforms, and these platforms record raw business data, including transaction and logistics information. Raw business data can be initial data related to cross-border e-commerce transactions obtained from overseas e-commerce platforms. This data may include product information (such as name, specifications, quantity, price, etc.), transaction information (such as order number, transaction time, and transaction amount), logistics information (such as logistics order number, shipping location, and destination), and payment information (such as payment method, payment amount, and payment time).

[0052] In the embodiments of the present application, a terminal device can establish an API connection with an overseas e-commerce platform to periodically or in real time obtain raw business data from the overseas e-commerce platform. When obtaining data, the terminal device can also verify the identity of the overseas e-commerce platform and the legitimacy of the data source to ensure that the obtained data is authentic, accurate, and complete. Furthermore, the terminal device can also perform preliminary cleaning and organization of the obtained raw business data to remove duplicate data, erroneous data, etc.

[0053] Step S102: Perform multiple checks on the original business data to obtain a check result.

[0054] Among them, the terminal equipment can verify the original business data from multiple angles to ensure the integrity, accuracy, consistency and compliance of the subsequent customs declaration data.

[0055] In some more specific implementations, multiple verifications are performed on the original business data to obtain verification results, which may include steps S401 to S407.

[0056] Among them, original business data includes order data, logistics data, certificates, tax and fee reporting, and HS code reporting.

[0057] Order data is used to record commodity transaction information, such as product name, quantity, price, order number, and buyer information. Logistics data is used to record commodity logistics information, such as logistics order number, logistics company, transportation method, origin, and destination. Certificates refer to various certificates related to goods, such as certificates of origin, health certificates, quality certificates, and inspection and quarantine certificates. They are important documents that prove the legality and safety of goods. Tax and fee declaration refers to the amount of taxes and fees payable declared by enterprises during customs declaration, including tariffs, value-added tax, and consumption tax. HS code declaration refers to the HS code of the goods filled in by enterprises during customs declaration. The HS code is the encoding of the commodity name and is an important basis for customs classification and management of imported and exported goods.

[0058] Step S401: perform data logic verification on the order data and logistics data to obtain a first verification result.

[0059] In the implementation manner of the present application, the terminal device may first perform a data integrity check, specifically checking whether the order data and logistics data are complete and whether they contain key fields required for customs declaration, such as order number, product information, buyer information, logistics order number, logistics company, etc. Then a data format check may be performed, specifically checking whether the data format meets the requirements, such as whether the order number is a string type, whether the quantity is a numeric type, whether the date format is correct, etc. Then a data logic consistency check may be performed, specifically checking the logical consistency between the order data and the logistics data, such as whether the number of goods in the order is consistent with the number of goods in the logistics information, whether the delivery address in the order is consistent with the destination address in the logistics information, etc. Business rule verification may also be performed, specifically verification may be performed according to cross-border e-commerce business rules, such as whether the order amount is within a reasonable range, whether the product type complies with the cross-border e-commerce import list, etc., thereby obtaining a first verification result.

[0060] Step S402: perform certificate verification on the certificate to obtain a second verification result.

[0061] In the implementation of the present application, the terminal device can verify the validity, authenticity and compliance of the certificate. Specifically, it can verify whether the certificate is within the validity period, whether it has been revoked or cancelled; and verify the authenticity of the certificate to prevent forgery or tampering of the certificate, which can be verified by digital signatures, QR codes and other technical means; and verify whether the certificate meets the import requirements of the customs, such as whether the certificate type is correct, whether the certificate content is complete, whether the certificate issuing authority is recognized, etc., to obtain a second verification result. The specific certificate verification can use OCR technology to identify the key information on the certificate, and then compare and verify it with the pre-stored certificate template or the interface provided by the certificate issuing authority. For digital certificates, asymmetric encryption technology can be used for verification.

[0062] Step S403: Calculate actual taxes based on the order data.

[0063] In the implementation mode of the present application, the terminal device can match the corresponding tax rate and tax policy based on the commodity information (commodity name, quantity, value, etc.) in the order data, and based on the HS code, country of origin, destination country and other information of the commodity, and then automatically calculate the actual taxes and fees such as customs duties, value-added tax, consumption tax, etc. to be paid in combination with the pre-configured tax rate table and tax policy.

[0064] Step S404: performing tax verification on the reported taxes and fees according to the actual taxes and fees to obtain a third verification result.

[0065] In the implementation of the present application, the terminal device can compare the calculated actual taxes and fees with the reported taxes and fees self-declared by the enterprise to verify the accuracy of the tax and fee declaration. Specifically, the terminal device can compare whether the actual tax and fee amount is consistent with the reported tax and fee amount. If there is a difference, it determines whether the difference is within the allowable error range. It then verifies whether the reported taxes and fees comply with tax logic, such as whether there is underreporting, omissions, or misreporting, thereby obtaining a third verification result. For tax and fee declarations that fail the verification, the terminal device can generate a specific difference prompt so that the enterprise can make corrections.

[0066] Step S405: Obtain the actual HS code corresponding to the original business data from the HS code database.

[0067] In the implementation manner of the present application, the terminal device can query and obtain the corresponding actual HS code from the built-in HS code database based on the product description, ingredients, use and other information in the original business data by using keyword matching, semantic analysis, machine learning and other methods.

[0068] Step S406: Match the reported HS code with the actual HS code to obtain a fourth verification result.

[0069] In an embodiment of the present application, the terminal device may compare the actual HS code obtained from the HS code database with the HS code reported by the enterprise to verify the accuracy of the HS code. Specifically, the terminal device may compare the actual HS code with the reported HS code to determine whether it is consistent. If there is a difference, the terminal device may determine whether the difference is within an acceptable range. The terminal device may also verify whether the reported HS code complies with HS coding rules, such as whether the number of code digits is correct and whether the code structure is reasonable, thereby obtaining a fourth verification result.

[0070] Step S407: Combine the first verification result, the second verification result, the third verification result, and the fourth verification result to obtain a verification result.

[0071] In an embodiment of the present application, the terminal device may summarize the results (pass / fail) of each verification step and record detailed verification information of each step to finally obtain a verification result.

[0072] The implementation method of the present application adopts a multiple verification mechanism, which effectively guarantees the integrity, accuracy, consistency and compliance of the original business data, reduces errors and anomalies from the source of the data, and provides a high-quality data foundation for subsequent customs declaration processing. Through automated and intelligent multiple verification, the workload of manual verification is reduced, the data processing speed is accelerated, and the overall customs declaration efficiency is improved. And through strict certificate verification, tax verification and HS code matching, it is ensured that the customs declaration data fully complies with the customs supervision requirements and relevant laws and regulations, effectively reducing the risks in the customs declaration process, such as customs clearance delays, fines, etc. caused by missing certificates, tax errors, HS code errors, etc. Through efficient and accurate multiple verification, data correction and rework in the customs declaration process are reduced, the user experience is improved, and the user's trust and satisfaction with the cross-border e-commerce comprehensive service system is enhanced.

[0073] Step S103: performing data matching and merging on the original business data with a verification result of passing to obtain merged data.

[0074] In the implementation mode of the present application, the terminal device can intelligently merge multiple orders from the same buyer, the same delivery address, and the same time period. The merged orders can share the same logistics order number, that is, merged into one customs declaration form, and declared with one truck / one waybill / one air master order, realizing centralized customs declaration, reducing logistics costs, and improving customs clearance efficiency.

[0075] Specifically, in some more specific implementations, data matching and merging are performed on the original business data with a verification result of passing to obtain merged data, which may include steps S501 to S506.

[0076] Among them, the original business data includes order data.

[0077] Step S501 , pre-processing the order data with a verification result of passing to obtain pre-processed order data.

[0078] In the implementation of the present application, the terminal device can pre-process the verified order data to improve the data quality and provide a reliable basis for subsequent feature extraction and matching. The pre-processing steps may include:

[0079] Data cleaning: Remove duplicate order data, erroneous data, or incomplete data records. For example, remove duplicate order records caused by system failures or human errors. Format unification: Convert order data from different sources and formats into a unified format. For example, convert order data exported from different e-commerce platforms into a standard data format within the system to ensure consistency of data fields. Outlier processing: Identify and process outliers in order data, such as negative quantities, abnormally high or low prices, and other unreasonable data, to prevent these outliers from interfering with subsequent processing.

[0080] Step S502: extract key features from the pre-processed order data. The key features include one or more of destination, mode of transportation, product type, and declaration elements.

[0081] The destination is the order's delivery address or destination country / region, a key factor influencing logistics and customs clearance. The mode of transport is the method of transportation used for the order, such as air, sea, or land transport. Different modes of transport correspond to different logistics costs and timelines. The product type is the category or type of product in the order. Different categories of goods may be subject to different tax rates and regulatory requirements. Declaration elements are the information required to declare the product during customs declaration, such as product name, specifications, ingredients, content, and intended use. They serve as a key basis for customs classification and valuation.

[0082] In an embodiment of the present application, the terminal device can extract key features from the pre-processed order data through database query, data mapping, rule engine, etc.

[0083] Step S503: Encode the key features to convert them into numerical features.

[0084] In the embodiments of the present application, the terminal device can encode the extracted key features, thereby converting textual or categorical features into numerical features for subsequent numerical calculations and similarity analysis. Specific encoding methods can include label encoding, one-hot encoding, hashing, etc.

[0085] Step S504: Calculate the similarity between the order data based on the numerical features.

[0086] In an embodiment of the present application, a terminal device can calculate the similarity between order data based on the encoded numerical features to evaluate the degree of match between the order data. The similarity calculation method can adopt text similarity, numerical similarity, comprehensive similarity, and other calculation methods. For example, a comprehensive similarity calculation method can be adopted to combine text similarity and numerical similarity to construct a comprehensive similarity index to more comprehensively evaluate the degree of match between order data. For example, different weights can be assigned to different types of features, and then weighted similarity can be calculated.

[0087] Step S505 : using a clustering algorithm to divide the order data into different clusters based on the similarity between the order data.

[0088] Among them, a cluster refers to a group or class formed after the clustering algorithm groups similar data together. The order data in the same cluster have a high degree of similarity.

[0089] In an embodiment of the present application, the terminal device may use a clustering algorithm to group similar order data into the same cluster and dissimilar order data into different clusters based on the calculated similarity between the order data. Specific clustering algorithms may include K-means clustering algorithm, DBSCAN clustering algorithm, hierarchical clustering algorithm, etc.

[0090] Step S506: Generate merged data based on the order data in the cluster.

[0091] In an embodiment of the present application, the terminal device can merge the order data in the same cluster according to the clusters divided by the clustering algorithm to generate merged data. The merged data contains the common characteristics and attributes of all order data in the cluster, and can represent this group of similar order data for subsequent customs declaration processing. Specifically, the terminal device can merge the order data in the same cluster, for example, merge the order data with the same destination, transportation method, commodity type, etc. into one record. The merged data is then verified to ensure the accuracy and completeness of the data, for example, checking whether the merged data meets the format and content requirements of the customs declaration data. Finally, the merged data is stored in a database or data warehouse for subsequent query and analysis, for example, for generating customs declarations, statistical logistics information, etc.

[0092] The implementation method of the present application can more accurately identify and match similar order data by extracting key features, encoding and calculating similarity, avoiding matching errors caused by differences in order data. By dividing similar order data into the same cluster through a clustering algorithm, it is possible to realize the combined transportation of orders, optimize logistics transportation routes, reduce the number of transportation times, reduce logistics costs, and improve logistics efficiency. And through data matching and merging, multiple similar order data can be merged into one customs declaration data, reducing the number of customs declarations, simplifying the customs declaration process, improving customs declaration efficiency, and reducing customs declaration costs. In addition, through the automated data matching and merging process, a large amount of order data can be efficiently processed, data processing capabilities can be enhanced, data processing efficiency can be improved, and the needs of the rapid growth of cross-border e-commerce business can be met.

[0093] In some more specific implementations, the above-mentioned generation of merged data based on the order data in the cluster may further include steps S601 to S605.

[0094] Step S601: determine whether the number of orders in the cluster is greater than the upper limit of the number of customs declarations.

[0095] The upper limit of the number of goods declared on a customs declaration form refers to the maximum number of commodity items that can be declared on a single customs declaration form as stipulated by the customs. For example, China Customs stipulates that a maximum of 50 commodity items can be declared on a single customs declaration form.

[0096] In an embodiment of the present application, the terminal device can dynamically load the upper limit of the number of customs declarations of the destination country from the customs rules database, and then count the number of commodity items in the order cluster. If the number of commodity items in the order cluster is greater than the upper limit of the number of customs declarations, the splitting process is triggered.

[0097] Step S602: If it is determined that the number of orders in the cluster is greater than the upper limit of the number of customs declarations, the priority index of each order data in the cluster is calculated.

[0098] Among them, the priority index is a comprehensive indicator used to quantify the priority of order processing.

[0099] In an embodiment of the present application, the terminal device can collect data such as the time sensitivity of the order (such as the difference between the promised delivery time and the current time), customer level (such as VIP, ordinary customer), product value (such as order amount), historical compliance (such as past customs abnormality records), etc., and then calculate the priority index based on preset weights (such as time sensitivity 40%, customer level 30%, product value 20%, historical compliance 10%), and normalize the priority index to ensure that the index range of the priority index is between 0 and 1.

[0100] Step S603: split the cluster according to the priority index to generate several initial subclusters.

[0101] In an embodiment of the present application, the terminal device can use an improved K-anonymity algorithm to sort the orders from high to low according to the priority index, and then assign the orders to different subclusters in turn to ensure that the number of commodity items in each subcluster does not exceed a preset value (for example, 0.9 times the upper limit of the number of customs declarations), and then verify the similarity of the declaration elements of the subclusters (such as the HS code diversity does not exceed the threshold). If it is not met, the splitting strategy is adjusted.

[0102] Step S604: reorganize and optimize the initial sub-clusters to obtain reorganized clusters.

[0103] In an embodiment of the present application, the terminal device can construct a mixed integer programming model, in which the objective function includes minimizing the weighted sum of the incremental transportation cost (ΔC), the customs operation cost (Ccustoms) and the time loss (ΔT). The constraints are that the number of commodity items in the sub-cluster does not exceed 0.9 times the upper limit of the number of customs declarations, the similarity of key features between sub-clusters is not less than 85% of the original cluster, and the transport mode compatibility score is not less than 85%. The terminal device can then use an enhanced simulated annealing algorithm to search for the optimal solution through neighborhood operations (such as order exchange, splitting and merging, and transport mode adjustment) to obtain a recombined cluster and verify the compliance of the recombined cluster to ensure that the recombined sub-cluster meets the conservation of customs declaration elements (such as HS code, license, and origin information are complete).

[0104] Step S605: Generate merged data based on the order data in the reorganized cluster.

[0105] In the implementation mode of the present application, the terminal device can extract fields such as the total number of pieces, total gross weight, and declaration elements for each reorganization cluster, and then generate customs declaration data that meets the customs format requirements, and store the reorganization operation log and the original order hash value through the blockchain network to ensure that the operation is traceable.

[0106] Step S104: assemble the merged data to obtain customs declaration data.

[0107] In the implementation mode of the present application, after completing the data matching and merging, the terminal device can assemble the merged data to generate customs declaration data that meets the requirements of the customs declaration system. Specifically, the terminal device can organize and encapsulate the merged data according to the specified field order, data format, message structure, etc. according to the customs declaration message format (such as EDI message, XML message, etc.) specified by the customs, including integrating order information, logistics information, payment information, etc. into one or more messages, and ensuring that each message complies with the customs system's reception and processing specifications. Then, according to the requirements of the customs system, the customs declaration data is encoded (such as character set encoding conversion) or encrypted to ensure the security and readability of the data during transmission.

[0108] The implementation method of this application effectively ensures the integrity, accuracy, consistency, and compliance of customs declaration data through a multiple verification mechanism, reducing customs declaration anomalies and delays caused by data errors or omissions, and lowering customs clearance risks. The data matching and merging function realizes the intelligent merging of orders and the structured integration of data, simplifying the customs declaration process, reducing manual intervention, and improving customs declaration operation efficiency. At the same time, standardized message assembly also speeds up the customs system's processing of customs declaration data. Moreover, through order merging and centralized customs declaration, the number of customs declarations can be reduced and customs declaration fees can be lowered. At the same time, automated customs declaration processing also reduces labor costs and improves the company's operational efficiency.

[0109] Step S105: Send the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance.

[0110] Cross-border e-commerce public service platforms can be established by governments or relevant institutions to provide public services to cross-border e-commerce businesses, such as the Southern Electronic Port, which facilitates data sharing and interaction. Digital customs clearance refers to the use of digital technologies and methods to automate and intelligently process customs declaration, inspection, and taxation. By sending declaration data to the customs data platform, customs can quickly review and process the information, improving clearance efficiency and reducing manual intervention and errors.

[0111] In an embodiment of the present application, the terminal device can send the generated customs declaration data to the customs data platform through a cross-border e-commerce public service platform (such as the Southern Electronic Port). When sending data, the system needs to encapsulate and transmit the data in accordance with the data format and interface standards of the customs data platform. After receiving the customs declaration data, the customs data platform will automatically review and process it. If the customs declaration data meets the requirements, the customs will quickly handle the customs clearance procedures and realize digital customs clearance. If there is a problem with the customs declaration data, the customs data platform will feedback the problem to the cross-border e-commerce integrated service system, and the system needs to modify the data and re-declare based on the feedback information.

[0112] Step S106: Send the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement.

[0113] Foreign exchange settlement refers to the process by which cross-border e-commerce companies convert foreign exchange earnings from the sale of goods into their home currency in accordance with national foreign exchange management regulations. Customs declaration data is sent to banks, which verify the authenticity of the transactions based on the customs declaration data and process the foreign exchange settlement for the company, transferring the foreign exchange earnings into the company's home currency account.

[0114] In the implementation of this application, the terminal device can send customs declaration data to the bank via the cross-border e-commerce public service platform. After receiving the customs declaration data, the bank will verify the authenticity of the transaction based on the customs declaration data. If the transaction is authentic and valid, the bank will handle the foreign exchange settlement for the enterprise and transfer the foreign exchange income into the enterprise's local currency account.

[0115] Step S107: Send the original business data and customs declaration data to the tax platform to achieve tax compliance.

[0116] A tax platform is a platform managed by the tax authorities for handling tax-related business. Cross-border e-commerce companies need to send their business data to the tax platform so that the tax authorities can perform tax accounting, collection, and supervision to ensure corporate tax compliance.

[0117] In the implementation of this application, the terminal device can send raw business data and customs declaration data to the tax platform. After receiving the data, the tax platform will process and analyze the data according to tax accounting rules and collection and management requirements, calculate the company's tax payable based on this data, and conduct tax collection and supervision.

[0118] The beneficial effects of the embodiments of the present application compared with the prior art are as follows: the embodiments of the present application obtain original business data from overseas e-commerce platforms, perform multiple verifications on the original business data, obtain verification results, perform data matching and merging on the original business data with passed verification results, obtain merged data, assemble the merged data, obtain customs declaration data, send the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance, send the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement, and send the original business data and customs declaration data to the tax platform to achieve tax compliance. The implementation method of the present application significantly improves business processing efficiency, shortens business cycles and accelerates capital turnover by automating complex business processes such as customs declaration, foreign exchange settlement and tax compliance. At the same time, automated operations effectively reduce the human error rate, avoid data errors and omissions, thereby reducing the risks of customs clearance delays, foreign exchange settlement failures and tax violations, and reducing the economic losses and legal risks of enterprises. In addition, the implementation method of the present application also realizes data sharing and collaboration with overseas e-commerce platforms, cross-border e-commerce public service platforms and tax platforms, improves the accuracy and timeliness of data, and promotes collaborative work between departments.

[0119] In some specific implementations of the present application, the customs declaration data is sent to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance, which may specifically include steps S701 to S705.

[0120] Step S701: Construct multiple declaration strategies based on customs declaration data and preset declaration rules.

[0121] In the implementation of this application, the terminal device can automatically construct multiple feasible declaration strategies based on the content of the customs declaration data (such as commodity type, value, quantity, country of origin, country of destination, trade method, etc.) and preset declaration rules using a rule engine or decision tree method. Specific declaration rules may include:

[0122] Customs clearance rules: Choose the appropriate customs clearance method (such as 9610, 9710, 9810, 1210, etc.) based on the type of goods, trade method, etc.

[0123] Declaration channel rules: Choose the appropriate declaration channel (such as the cross-border e-commerce public service platform, single window, etc.) based on customs supervision requirements and the characteristics of the goods.

[0124] Declaration time rules: Choose an appropriate declaration time based on customs working hours, the urgency of the goods, etc.

[0125] Preferential policy rules: Choose a declaration strategy that can enjoy preferential policies based on whether the product enjoys tax preferences, whether it comes from a specific country / region, etc.

[0126] Step S702: predict the declaration efficiency and declaration success rate of the declaration strategy.

[0127] In the implementation mode of the present application, the terminal device can predict the declaration efficiency and declaration success rate for each declaration strategy constructed. Specifically, the terminal device can analyze historical declaration data, calculate the declaration efficiency (such as average declaration cycle, average review time, etc.) and declaration success rate of different declaration strategies, and then evaluate the compliance and pass rate of different declaration strategies in combination with the latest customs policies and regulatory requirements. Machine learning algorithms can also be used to train prediction models. The prediction model can use regression models, classification models, or reinforcement learning models, and predict the declaration efficiency and declaration success rate based on the characteristics of the declaration strategy (such as customs clearance method, commodity type, declaration channel, etc.).

[0128] Step S703: Determine the optimal declaration strategy based on the declaration efficiency and declaration success rate.

[0129] In the implementation manner of the present application, the terminal device can design an evaluation function or utilize a multi-objective optimization algorithm to sort and select the declaration strategies according to preset priorities or weights to determine the optimal declaration strategy. It is also possible to set efficiency priority, that is, select the strategy with the highest declaration efficiency to complete customs clearance in the shortest time. It is also possible to set success rate priority, that is, select the strategy with the highest declaration success rate to reduce the declaration risk. It is also possible to set cost priority, that is, comprehensively consider the declaration efficiency, success rate and declaration costs (such as taxes, logistics costs, etc.), and select the strategy with the best cost.

[0130] Step S704: Automatically fill the customs declaration data into the customs declaration form according to the optimal declaration strategy.

[0131] In an embodiment of the present application, a terminal device can automatically fill the customs declaration data into a predefined customs declaration form template based on a determined optimal declaration strategy using technologies such as a template engine, data mapping tools, and format conversion tools. The filling process includes mapping each field in the customs declaration data (such as commodity name, HS code, quantity, value, country of origin, country of destination, etc.) to the corresponding field in the customs declaration form template. The format of the customs declaration data is then converted to the format required by the customs declaration form template, such as date format, numeric format, text format, etc. During the filling process, the data can be logically checked to ensure the integrity and accuracy of the customs declaration form data.

[0132] Step S705: Send the customs declaration forms in batches to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance.

[0133] In the implementation of this application, the terminal device can batch process automatically filled customs declarations and send the customs declaration data in batches to the customs data platform through a cross-border e-commerce public service platform (such as a single window, local electronic port, etc.). The customs data platform will review and process the received customs declaration data to achieve digital customs clearance. Specifically, methods such as message queues, batch processing frameworks, and standard interface protocols can be used to achieve batch sending and status tracking of customs declarations.

[0134] The implementation methods of this application significantly improve customs clearance efficiency, shorten cargo clearance time, and reduce logistics costs through automated and intelligent declaration strategy selection and declaration form filling, as well as batch declaration functionality. Furthermore, by predicting the success rate of declaration strategies and selecting strategies with high success rates, and ensuring the accuracy of declaration form data through data verification and logical validation, declaration risks are effectively reduced and declaration quality is improved.

[0135] In some specific implementations of the present application, the customs declaration data is sent to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement, which may specifically include steps S801 and S802.

[0136] Step S801: perform customs declaration number verification, commodity code verification, quantity verification, amount verification, and logical relationship verification on the customs declaration data to obtain a data verification result.

[0137] In the implementation of this application, the terminal device can perform a series of checks on the customs declaration data, including:

[0138] Customs declaration number verification: Verify the uniqueness and validity of the customs declaration number by connecting with the customs system.

[0139] Commodity code verification: Verify the accuracy and compliance of commodity codes by comparing them with the customs commodity code database.

[0140] Quantity verification: Compare with logistics data and order data to verify the accuracy of product quantity.

[0141] Amount verification: Compare with payment data and order amount to verify the consistency of the amount.

[0142] Logical relationship verification: Based on preset logical rules, verify the logical relationship between each data in the customs declaration data, such as whether the quantity and amount match, whether the freight and the total price of the goods are reasonable, etc.

[0143] Terminal devices can pre-build a verification rule library containing various verification rules and logical relationships, and automatically perform verification through a rule engine or program code. Verification results can be marked as "pass" or "fail," and specific error messages will be provided for failed data.

[0144] Step S802: Send the customs declaration data and data verification results to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement.

[0145] In the implementation of this application, the terminal device can connect the verified customs declaration data and data verification results to the cross-border e-commerce public service platform and banking system through a standard interface, ensuring the security, stability, and real-time data transmission. Based on the received customs declaration data and verification results, the bank can verify the authenticity of the trade background and handle foreign exchange settlement for the cross-border e-commerce enterprise.

[0146] The implementation method of this application reduces manual intervention, speeds up the settlement process, and improves settlement efficiency through automated customs declaration data verification and transmission. Furthermore, through a strict verification process, the authenticity and accuracy of settlement data are ensured, reducing the risk of settlement due to data errors or false trade backgrounds.

[0147] In some specific implementations of the present application, after the original business data and customs declaration data are sent to the tax platform to achieve tax compliance, steps S901 and S902 may also be included.

[0148] Step S901: Receive compliance verification results from the tax platform.

[0149] Step S902: Notify the cross-border e-commerce enterprise of the compliance verification results.

[0150] In the implementation mode of the present application, the tax platform verifies the compliance of the original business data and customs declaration data submitted by the cross-border e-commerce enterprise, and sends the verification results back to the terminal device. The terminal device can receive and parse the compliance verification results returned by the tax platform, automatically trigger the notification process, and then notify the relevant cross-border e-commerce enterprises of the received compliance verification results. Notification methods may include system message notifications, email notifications, SMS notifications, etc. The notification content should include the verification results (such as passed, failed), specific non-compliant items, and recommended corrective measures.

[0151] This application's implementation ensures tax compliance for cross-border e-commerce companies by enabling compliance verification on the tax platform to promptly identify and correct non-compliant data. It also allows timely monitoring of tax compliance and avoids risks such as fines and late payment fees due to tax violations.

[0152] The present embodiment provides a cross-border e-commerce integrated service system. The cross-border e-commerce integrated service system establishes communication connections with an overseas e-commerce platform, a cross-border e-commerce public service platform, and a tax platform. The cross-border e-commerce integrated service system is used to:

[0153] Obtain original business data from overseas e-commerce platforms;

[0154] Perform multiple checks on the original business data to obtain the verification results;

[0155] Perform data matching and merging on the original business data that has passed the verification to obtain merged data;

[0156] Assemble the merged data to obtain customs declaration data;

[0157] Send customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance;

[0158] Send customs declaration data to banks through the cross-border e-commerce public service platform to achieve foreign exchange settlement;

[0159] Send raw business data and customs declaration data to the tax platform to achieve tax compliance.

[0160] Figure 2 The schematic diagram of the structure of a cross-border e-commerce integrated service device provided by an embodiment of the present application is shown. The device is applied to a cross-border e-commerce integrated service system. The cross-border e-commerce integrated service system establishes communication connections with overseas e-commerce platforms, cross-border e-commerce public service platforms, and tax platforms. The cross-border e-commerce integrated service device 2 can be configured on a terminal device. Specifically, the cross-border e-commerce integrated service device 2 can include:

[0161] An acquisition module 201 is used to acquire original business data from the overseas e-commerce platform;

[0162] Verification module 202, used to perform multiple verifications on the original business data to obtain verification results;

[0163] The merging module 203 is used to match and merge the original business data with a passed verification result to obtain merged data;

[0164] An assembling module 204 is used to assemble the merged data to obtain the customs declaration data;

[0165] The customs clearance module 205 is used to send the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance;

[0166] The foreign exchange settlement module 206 is used to send the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement;

[0167] The tax compliance module 207 is used to send the original business data and the customs declaration data to the tax platform to achieve tax compliance.

[0168] The beneficial effects of the embodiments of the present application compared with the prior art are as follows: the embodiments of the present application obtain original business data from overseas e-commerce platforms, perform multiple verifications on the original business data, obtain verification results, perform data matching and merging on the original business data with passed verification results, obtain merged data, assemble the merged data, obtain customs declaration data, send the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance, send the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement, and send the original business data and customs declaration data to the tax platform to achieve tax compliance. The implementation method of the present application significantly improves business processing efficiency, shortens business cycles and accelerates capital turnover by automating complex business processes such as customs declaration, foreign exchange settlement and tax compliance. At the same time, automated operations effectively reduce the human error rate, avoid data errors and omissions, thereby reducing the risks of customs clearance delays, foreign exchange settlement failures and tax violations, and reducing the economic losses and legal risks of enterprises. In addition, the implementation method of the present application also realizes data sharing and collaboration with overseas e-commerce platforms, cross-border e-commerce public service platforms and tax platforms, improves the accuracy and timeliness of data, and promotes collaborative work between departments.

[0169] In some embodiments of the present application, the original business data includes order data, logistics data, certificates, reported taxes and fees, and reported HS codes. The above-mentioned verification module 202 is also used to: perform data logic verification on the order data and logistics data to obtain a first verification result; perform certificate verification on the certificate to obtain a second verification result; calculate actual taxes and fees based on the order data; perform tax verification on the reported taxes and fees based on the actual taxes and fees to obtain a third verification result; obtain the actual HS code corresponding to the original business data from the HS code database; perform HS code matching on the reported HS code based on the actual HS code to obtain a fourth verification result; and obtain the verification result by combining the first verification result, the second verification result, the third verification result, and the fourth verification result.

[0170] In some embodiments of the present application, the original business data includes order data, and the above-mentioned merging module 203 is also used to: pre-process the order data with a verification result of passing to obtain pre-processed order data; extract key features from the pre-processed order data, and the key features include one or more of the destination, transportation method, commodity type, and declaration elements; encode the key features to convert the key features into numerical features; calculate the similarity between the order data based on the numerical features; divide the order data into different clusters based on the similarity between the order data using a clustering algorithm; and generate the merged data based on the order data within the cluster.

[0171] In some embodiments of the present application, the above-mentioned merging module 203 is further used to: determine whether the number of orders in the cluster is greater than the upper limit of the number of customs declarations; if it is determined that the number of orders in the cluster is greater than the upper limit of the number of customs declarations, calculate the priority index of each order data in the cluster; split the cluster according to the priority index to generate several initial sub-clusters; reorganize and optimize the initial sub-clusters to obtain a reorganized cluster; and generate the merged data based on the order data in the reorganized cluster.

[0172] In some embodiments of the present application, the above-mentioned customs clearance module 205 is also used to: construct multiple declaration strategies based on the customs declaration data and preset declaration rules; predict the declaration efficiency and declaration success rate of the declaration strategy; determine the optimal declaration strategy based on the declaration efficiency and the declaration success rate; automatically fill the customs declaration data into the customs declaration form according to the optimal declaration strategy; send the customs declaration forms in batches through the cross-border e-commerce public service platform to the customs data platform to realize digital customs clearance.

[0173] In some embodiments of the present application, the above-mentioned foreign exchange settlement module 206 is also used to: perform customs declaration number verification, commodity code verification, quantity verification, amount verification and logical relationship verification on the customs declaration data to obtain a data verification result; and send the customs declaration data and the data verification result to the bank through the cross-border e-commerce public service platform to realize foreign exchange settlement.

[0174] In some embodiments of the present application, the tax compliance module 207 is further configured to: receive compliance verification results from the tax platform; and notify the cross-border e-commerce enterprise of the compliance verification results.

[0175] like Figure 3 FIG3 is a schematic diagram of a terminal device provided in an embodiment of the present application. The terminal device 3 may include: a processor 301, a memory 302, and a computer program 303 stored in the memory 302 and executable on the processor 301, such as a cross-border e-commerce integrated service program. When the processor 301 executes the computer program 303, the steps in the above-mentioned embodiments of the cross-border e-commerce integrated service method are implemented, such as Figure 1 Steps S101 to S107 are shown.

[0176] The computer program can be divided into one or more modules / units, one or more of which are stored in the memory 302 and executed by the processor 301 to complete the present application. One or more modules / units can be a series of computer program instruction segments that can perform specific functions, and the instruction segments are used to describe the execution process of the computer program in the terminal device.

[0177] The terminal device may include, but is not limited to, a processor 301 and a memory 302. Those skilled in the art will appreciate that Figure 3 It is only an example of a terminal device and does not constitute a limitation of the terminal device. It may include more or fewer components than shown in the figure, or a combination of certain components, or different components. For example, the terminal device may also include input and output devices, network access devices, buses, etc.

[0178] The processor 301 may be a central processing unit (CPU), other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA), other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor may be a microprocessor or any conventional processor.

[0179] The memory 302 can be an internal storage unit of the terminal device, such as the terminal device's hard drive or memory. The memory 302 can also be an external storage device of the terminal device, such as a plug-in hard drive, a Smart Media Card (SMC), a Secure Digital (SD) card, a flash memory card, etc. Furthermore, the memory 302 can include both the terminal device's internal storage unit and an external storage device. The memory 302 is used to store computer programs and other programs and data required by the terminal device. The memory 302 can also be used to temporarily store data that has been output or is about to be output.

[0180] It should be noted that, for the convenience and brevity of description, the structure of the above-mentioned terminal device can also refer to the specific description of the structure in the method embodiment, which will not be repeated here.

[0181] Those skilled in the art can clearly understand that, for the convenience and brevity of description, only the division of the above-mentioned functional units and modules is used as an example for illustration. In actual applications, the above-mentioned functions can be distributed and completed by different functional units and modules as needed, that is, the internal structure of the device can be divided into different functional units or modules to complete all or part of the functions described above. The functional units and modules in the embodiment can be integrated into one processing unit, or each unit can exist physically alone, or two or more units can be integrated into one unit. The above-mentioned integrated unit can be implemented in the form of hardware or in the form of software functional units. In addition, the specific names of the functional units and modules are only for the convenience of distinguishing each other, and are not used to limit the scope of protection of this application. The specific working process of the units and modules in the above-mentioned system can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here.

[0182] An embodiment of the present application also provides a computer-readable storage medium, which stores a computer program. When the computer program is executed by a processor, it can implement the steps in the above-mentioned cross-border e-commerce comprehensive service method.

[0183] An embodiment of the present application provides a computer program product, which, when executed on a mobile terminal, enables the mobile terminal to implement the steps in the above-mentioned cross-border e-commerce comprehensive service method.

[0184] In the above embodiments, the description of each embodiment has its own focus. For parts that are not described or recorded in detail in a certain embodiment, reference can be made to the relevant description of other embodiments.

[0185] Those skilled in the art will appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered beyond the scope of this application.

[0186] In the embodiments provided in this application, it should be understood that the disclosed devices / terminal equipment and methods can be implemented in other ways. For example, the device / terminal equipment embodiments described above are merely illustrative. For example, the division of the modules or units is merely a logical function division. In actual implementation, there may be other division methods, such as multiple units or components 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 interfaces, indirect coupling or communication connection of devices or units, which can be electrical, mechanical or other forms.

[0187] The units described as separate components may or may not be physically separate, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed across multiple network units. Some or all of these units may be selected to achieve the purpose of this embodiment according to actual needs.

[0188] In addition, the functional units in the various embodiments of the present application may be integrated into a single processing unit, or each unit may exist physically separately, or two or more units may be integrated into a single unit. The aforementioned integrated units may be implemented in the form of hardware or software functional units.

[0189] If the integrated module / unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the present application implements all or part of the process in the above-mentioned embodiment method, and can also be completed by instructing the relevant hardware through a computer program. The computer program can be stored in a computer-readable storage medium, and when the computer program is executed by the processor, it can implement the steps of the above-mentioned various method embodiments. Among them, the computer program includes computer program code, and the computer program code can be in source code form, object code form, executable file or some intermediate form. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, USB flash drive, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory (ROM), random access memory (RAM), electric carrier signal, telecommunication signal and software distribution medium. It should be noted that the content contained in the computer-readable medium can be appropriately increased or decreased according to the requirements of legislation and patent practice in the jurisdiction. For example, in some jurisdictions, according to legislation and patent practice, computer-readable media do not include electric carrier signals and telecommunication signals.

[0190] The above-described embodiments are only used to illustrate the technical solutions of the present application, rather than to limit them. 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. 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 various embodiments of the present application, and should all be included in the scope of protection of the present application.

Claims

1. A cross-border e-commerce comprehensive service method, characterized in that: The method is applied to a cross-border e-commerce integrated service system, which establishes communication connections with an overseas e-commerce platform, a cross-border e-commerce public service platform, and a tax platform, and includes: Obtaining original business data from the overseas e-commerce platform; Perform multiple checks on the original business data to obtain a check result; Perform data matching and merging on the original business data that has passed the verification to obtain merged data; Assembling the merged data to obtain the customs declaration data; Sending the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance; Sending the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement; The original business data and the customs declaration data are sent to the tax platform to achieve tax compliance.

2. The cross-border e-commerce comprehensive service method according to claim 1, characterized in that: The original business data includes order data, logistics data, certificates, reported taxes and fees, and reported HS codes. The original business data is subjected to multiple verifications to obtain verification results, including: Performing data logic verification on the order data and logistics data to obtain a first verification result; Performing certificate verification on the certificate to obtain a second verification result; Calculate actual taxes based on the order data; performing tax verification on the reported taxes and fees according to the actual taxes and fees to obtain a third verification result; Obtain the actual HS code corresponding to the original business data from the HS code database; performing HS code matching on the reported HS code according to the actual HS code to obtain a fourth verification result; The verification result is obtained by combining the first verification result, the second verification result, the third verification result, and the fourth verification result.

3. The cross-border e-commerce comprehensive service method according to claim 1, characterized in that: The original business data includes order data, and the data matching and merging of the original business data with a verification result of passing to obtain merged data includes: Preprocessing the order data with a passed verification result to obtain preprocessed order data; Extracting key features from the pre-processed order data, the key features including one or more of destination, mode of transportation, product type, and declaration elements; Encoding the key features to convert the key features into numerical features; Calculating the similarity between the order data according to the numerical features; Dividing the order data into different clusters using a clustering algorithm according to the similarity between the order data; The merged data is generated according to the order data in the cluster.

4. The cross-border e-commerce comprehensive service method according to claim 3, characterized in that: Generating the merged data according to the order data in the cluster includes: Determine whether the number of orders in the cluster is greater than the upper limit of the number of customs declarations; If it is determined that the number of orders in the cluster is greater than the upper limit of the number of customs declarations, then calculating the priority index of each order data in the cluster; Splitting the cluster according to the priority index to generate a number of initial subclusters; Performing recombinant optimization on the initial sub-clusters to obtain recombinant clusters; The merged data is generated according to the order data in the reorganized cluster.

5. The cross-border e-commerce comprehensive service method according to claim 1, characterized in that: The sending of the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance includes: Construct multiple declaration strategies based on the customs declaration data and preset declaration rules; Predicting the application efficiency and application success rate of the application strategy; Determine the optimal declaration strategy based on the declaration efficiency and the declaration success rate; Automatically filling the customs declaration data into the customs declaration form according to the optimal declaration strategy; The customs declaration forms are sent in batches to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance.

6. The cross-border e-commerce comprehensive service method according to claim 1, characterized in that: The sending of the customs declaration data to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement includes: Performing customs declaration number verification, commodity code verification, quantity verification, amount verification, and logical relationship verification on the customs declaration data to obtain a data verification result; The customs declaration data and the data verification results are sent to the bank through the cross-border e-commerce public service platform to achieve foreign exchange settlement.

7. The cross-border e-commerce comprehensive service method according to claim 1, characterized in that: After sending the original business data and the customs declaration data to the tax platform to achieve tax compliance, the method further includes: receiving compliance verification results from the tax platform; Notify the cross-border e-commerce enterprise of the compliance verification results.

8. A cross-border e-commerce integrated service device, characterized in that: The device is applied to a cross-border e-commerce integrated service system, which establishes communication connections with an overseas e-commerce platform, a cross-border e-commerce public service platform, and a tax platform, including: An acquisition module, used to acquire original business data from the overseas e-commerce platform; A verification module, configured to perform multiple verifications on the original business data to obtain verification results; The merging module is used to match and merge the original business data that has passed the verification results to obtain the merged data; An assembling module, used for assembling the merged data to obtain the customs declaration data; A customs clearance module, configured to send the customs declaration data to the customs data platform through the cross-border e-commerce public service platform to achieve digital customs clearance; A foreign exchange settlement module, configured to send the customs declaration data to a bank via the cross-border e-commerce public service platform to achieve foreign exchange settlement; The tax compliance module is used to send the original business data and the customs declaration data to the tax platform to achieve tax compliance.

9. A terminal device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the computer program, the steps of the cross-border e-commerce comprehensive service method as described in any one of claims 1 to 7 are implemented.

10. A computer-readable storage medium storing a computer program, characterized in that: When the computer program is executed by a processor, the steps of the cross-border e-commerce comprehensive service method as described in any one of claims 1 to 7 are implemented.

Images