Electronic seal automatic management method and system for smart logistics platform

By dynamically determining user levels and signature risk levels within the smart logistics platform, the electronic signature can be split and reassembled. Combined with encrypted storage and identity verification, this solves the security vulnerabilities in existing electronic signature management and provides a secure and reliable contract signing process.

CN119227102BActive Publication Date: 2025-11-21SAIMA IOT TECH (NINGXIA) CO LTD
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Patent Information

Application Number
CN202411211880.7
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-08-30
Publication Date
2025-11-21
Estimated Expiration
2044-08-30

AI Technical Summary

Technical Problem

Existing electronic signature management methods have vulnerabilities in encrypted storage, fail to support dynamic adjustments, leading to the risk of electronic signature leakage, and lack effective authentication and access control, resulting in an insecure signing process.

Method used

By obtaining the user's electronic signature request, the user level, electronic signature level, and signature risk level are determined. The user level is mapped to the electronic signature splitting point using the mapping function parameters. The splitting point is offset according to the risk level. Electronic signature fragments are dynamically retrieved and decrypted. The signature is reassembled by combining the encrypted storage mechanism and an identity verification mechanism is provided to ensure security.

Benefits of technology

It achieves dynamic encrypted storage and effective identity verification of electronic signatures, avoiding signature leakage and unauthorized tampering, and ensuring the security and credibility of contract signing.

✦ Generated by Eureka AI based on patent content.

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Abstract

The application discloses a kind of wisdom logistics platform electronic seal automation management method and system, it is related to logistics management technical field, the contract signing module of this system integrates seal request unit, first processing unit, second processing unit, electronic seal acquisition unit and contract signing unit, the effective authentication of user identity is realized through these units, and the electronic seal of dynamic encryption storage is quickly acquired, and the contract signing process provides security guarantee.In addition, the system also contains contract template management, seal management, contract generation, log and audit and user authority management and multiple modules, jointly provide comprehensive, efficient, safe wisdom logistics platform electronic seal automation management scheme.
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Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of logistics management, and in particular to a smart logistics platform electronic seal automatic management method and system. BACKGROUND

[0002] With the rapid development of the logistics industry and the promotion of digital transformation, the signing and management of logistics contracts have become increasingly important. Traditional paper contract signing methods have low efficiency, are prone to loss, and are difficult to trace, which cannot meet the efficient operation needs of modern logistics business. In order to solve this problem, electronic seal technology has emerged and gradually been applied in the logistics industry. Electronic seal technology realizes the electrification and security protection of contract signing through digital signature and encryption technology.

[0003] However, the existing electronic seal management method still has some problems in application. The existing electronic seal technology may have vulnerabilities in encrypted storage, does not support dynamic adjustment of the electronic seal encryption storage mechanism, resulting in a risk of leakage of electronic seals. At the same time, there is a lack of effective identity verification and access control mechanisms, which may allow unauthorized users to obtain or tamper with electronic seals, thereby making the contract signing process insecure. SUMMARY

[0004] In view of the defects in the prior art, the present application provides a smart logistics platform electronic seal automatic management method and system.

[0005] In one aspect, the present application provides a smart logistics platform electronic seal automatic management method, which comprises:

[0006] Obtaining an electronic seal calling request of a user, the electronic seal calling request comprising a logistics business contract, an electronic seal identifier and a user identifier;

[0007] According to the electronic seal identifier and the user identifier, the user level, the electronic seal level and the seal risk degree are determined. The difference between the electronic seal level and the user level is used to determine the mapping function parameter of the user level in the electronic seal, and the mapping function parameter is used to map the user level to the electronic seal split point;

[0008] According to the electronic seal risk degree and the preset electronic seal risk degree, the electronic seal split point is offset, and the electronic seal split graph is obtained according to the offset result. The split graph includes a key point and a plurality of split regions, each split region corresponds to an encryption storage mechanism, and the key point is used to overlap with the electronic split point to realize electronic seal splitting;

[0009] According to the electronic signature splitting point and splitting graph, the electronic signature fragments are dynamically searched and decrypted, the decrypted electronic signature fragments are recombined, and an electronic signature is obtained.

[0010] The electronic signature is used to sign the logistics business contract, so as to complete the contract signing process.

[0011] Preferably, according to the electronic signature identifier and the user identifier, the user level, the electronic signature level and the signature risk degree are determined, including:

[0012] According to the electronic signature identifier and the user identifier, historical signature data is obtained, wherein the historical signature data includes the signing frequency, the time since the last signing, the signing location change degree and the device replacement frequency.

[0013] The historical signature data is weighted and calculated to determine the signature risk degree.

[0014] When the signature risk degree is less than or equal to a preset value, one-time identity verification is performed, and when the verification risk degree is greater than the preset value, two-time identity verification is performed.

[0015] When the identity verification is passed, the electronic signature level is obtained according to the electronic signature identifier, and the user level is obtained according to the user identifier.

[0016] Preferably, the determination method of the signing location change degree includes:

[0017] The historical signature position is obtained.

[0018] The historical signature positions are clustered according to the historical signature position and the signature position self-learning algorithm, and the signature position centroid is obtained.

[0019] The current signature position is obtained, and the signature distance between the current signature position and the signature position centroid is calculated.

[0020] When the signature distance is less than a set distance, the signing location position change degree is determined according to the signature distance.

[0021] Preferably, the formula for mapping the user level to the electronic signature splitting point through the mapping function parameter is:

[0022]

[0023] In the formula, λx, λy, μx, μy are mapping function parameters, H is the user level, L x and L y are the maximum values of the contour graph of the electronic signature in the x direction and the y direction respectively.

[0024] Preferably, the electronic signature split point is offset according to the difference between the electronic signature risk degree and the preset electronic signature risk degree, and an electronic signature split pattern is obtained according to an offset result, including:

[0025] An offset function is determined according to the difference between the electronic signature risk degree and the preset electronic signature risk degree;

[0026] The electronic signature split point is offset according to the offset function, and a target electronic signature split point is obtained;

[0027] A Euclidean distance between the target electronic signature split point and the electronic signature split point is calculated;

[0028] An offset amount is determined according to the Euclidean distance, and an electronic signature split pattern is determined according to the offset amount.

[0029] Preferably, the electronic signature split point is offset according to the offset function, and a target electronic signature split point is obtained, including:

[0030] The electronic signature split point is offset according to the offset function, and an offset point is obtained;

[0031] When the offset point is on or in a contour pattern of the electronic signature, the offset point is taken as the target electronic signature split point;

[0032] When the offset point is not out of the contour pattern of the electronic signature, an intersection point of the offset point and the electronic signature split point is taken as the target electronic signature split point.

[0033] In another aspect, an embodiment of the present application provides a smart logistics platform electronic signature automatic management system, which includes a contract signing module; the contract signing module includes:

[0034] A signature request unit is configured to obtain an electronic signature calling request of a user, the electronic signature calling request including a logistics business contract, an electronic signature identifier and a user identity identifier;

[0035] A first processing unit is configured to determine a user level, an electronic signature level and a signature risk degree according to the electronic signature identifier and the user identity identifier, determine a mapping function parameter of the user level in the electronic signature according to a difference between the electronic signature level and the user level, and map the user level to an electronic signature split point through the mapping function parameter;

[0036] The second processing unit is used for offsetting the electronic signature splitting point according to the electronic signature risk degree and a preset electronic signature risk degree, and obtaining an electronic signature splitting graph according to the offsetting result; the splitting graph comprises a key point and a plurality of splitting areas, each splitting area corresponds to an encrypted storage mechanism, and the key point is used for overlapping with the electronic splitting point to realize electronic signature splitting.

[0037] The signature obtaining unit is used for dynamically searching and decrypting the electronic signature fragments according to the electronic signature splitting point and the splitting graph, recombining the decrypted electronic signature fragments, and obtaining the electronic signature.

[0038] The contract signing unit is used for signing the logistics business contract by using the electronic signature to complete the contract signing process.

[0039] Preferably, the system further comprises:

[0040] The contract template management module is used for creating, editing, publishing and managing a plurality of contract templates, and supports dynamic placeholders to automatically fill specific business data when generating a contract;

[0041] The signature management module is used for generating an electronic signature, auditing the availability of the electronic signature, and encrypting and storing the electronic signature that passes the audit to a blockchain;

[0042] The contract generation module is used for automatically generating a logistics business contract according to user operations and logistics business requirements;

[0043] The log and audit module records log information of all contract signing, cancellation and other operations for administrators to audit and trace back;

[0044] The user permission management module is used for managing user levels of different users and corresponding access permissions and operation permissions to ensure the security of system data.

[0045] The beneficial effects of the present application are embodied in that the embodiment of the present application provides a smart logistics platform electronic signature automatic management method and system, and the contract signing module of the system integrates a signature request unit, a first processing unit, a second processing unit, an electronic signature obtaining unit and a contract signing unit, so that effective verification of user identity, fast acquisition of dynamically encrypted electronic signatures and security guarantee in the contract signing process are realized, and the credibility of the electronic signature is ensured. In addition, the system also comprises a contract template management module, a signature management module, a contract generation module, a log and audit module and a user permission management module, which jointly provide a comprehensive, efficient and secure smart logistics platform electronic signature automatic management scheme. BRIEF DESCRIPTION OF DRAWINGS

[0046] In order to more clearly illustrate the technical solutions in the specific embodiments of the present application or the prior art, the drawings required to be used in the specific embodiments or prior art description will be briefly introduced below. In all the drawings, similar elements or parts are generally identified by similar reference numerals. In the drawings, the elements or parts are not necessarily drawn according to the actual proportions.

[0047] Figure 1 A flow chart of a smart logistics platform electronic seal automatic management method is provided for the embodiments of the present application.

[0048] Figure 2 A structural schematic diagram of a smart logistics platform electronic seal automatic management system is provided for the embodiments of the present application. DETAILED DESCRIPTION

[0049] The embodiments of the technical solutions of the present application will be described in detail below with reference to the drawings. The following embodiments are only used to more clearly illustrate the technical solutions of the present application, and therefore only serve as examples, and cannot limit the protection scope of the present application.

[0050] It should be noted that, unless otherwise specified, the technical terms or scientific terms used in the present application should be understood as the usual meanings understood by the skilled person in the field to which the present application belongs.

[0051] Embodiment 1

[0052] As shown in the drawings, the embodiments of the present application provide a smart logistics platform electronic seal automatic management method, which comprises: Figure 1

[0053] Step 1, obtaining an electronic seal calling request of a user, the electronic seal calling request comprising a logistics business contract, an electronic seal identifier and a user identity identifier.

[0054] Specifically, the electronic seal calling request is mainly composed of three parts: the logistics business contract is the core file that the user hopes to perform electronic seal, which describes in detail the various terms and details of the logistics business; the electronic seal identifier is the unique identification code of the specific electronic seal selected by the user. In the smart logistics platform, there may be many different electronic seals, each seal has its unique identifier. Through this identifier, the system can accurately identify the electronic seal that the user hopes to use. The user identity identifier is the unique identity information of the user, which is used to verify the identity of the user initiating the electronic seal calling request. In the logistics business, it is crucial to ensure the authenticity and reliability of the user's identity.

[0055] ​Step 2, determining the user level, the electronic signature level and the signature risk degree according to the electronic signature identifier and the user identifier; determining the mapping function parameter of the user level in the electronic signature according to the difference between the electronic signature level and the user level, and mapping the user level to the electronic signature split point through the mapping function parameter.

[0056] In the embodiment of the application, determining the user level, the electronic signature level and the signature risk degree according to the electronic signature identifier and the user identifier comprises: obtaining historical signature data according to the electronic signature identifier and the user identifier, wherein the historical signature data comprises signature frequency, time since the last signature, signature location change degree and device replacement frequency; determining the signature risk degree by weighted calculation on the historical signature data; performing one-time identity verification when the signature risk degree is less than or equal to a preset value, and performing two-time identity verification when the signature risk degree is greater than the preset value; obtaining the electronic signature level according to the electronic signature identifier and obtaining the user level according to the user identifier when the identity verification is passed.

[0057] Specifically, the historical signature data covers the user's signature frequency (i.e. the number of signature operations performed by the user within a period of time), the time interval since the last signature, the degree of change in the signature location (reflecting the geographical stability of the user's signature behavior) and the device replacement frequency (reflecting the environmental stability of the user's signature behavior). The historical signature data is weighted calculated to determine the risk degree of the signature. The weighted calculation takes into account the importance of different factors in assessing the risk degree, for example, the signature frequency may be considered as a relatively important factor, while the device replacement frequency may be relatively secondary. A comprehensive signature risk degree can be obtained through weighted calculation.

[0058] Specifically, the embodiment determines the number of verifications according to the signature risk degree. If the signature risk degree is less than or equal to a preset value, it indicates that the user's signature behavior is relatively stable and low-risk, and one-time identity verification is sufficient. On the contrary, if the signature risk degree is greater than the preset value, it indicates that the user's signature behavior may be abnormal or high-risk, and therefore two-time identity verification is needed to improve security.

[0059] The identity verification method includes but is not limited to key verification, SMS verification and biological verification.

[0060] The embodiment dynamically determines the user level, the electronic signature level and the signature risk degree by comprehensively considering the user's historical signature behavior, the characteristics of the electronic signature and the results of the identity verification. This provides a solid foundation and accurate basis for the subsequent electronic signature acquisition.

[0061] In the embodiment of the present application, the method for determining the degree of change of the signing location comprises: obtaining historical signing positions; clustering the historical signing positions according to a historical signing position self-learning algorithm to obtain a signing position centroid; obtaining a current signing position, and calculating a signing distance between the current signing position and the signing position centroid; and when the signing distance is less than a set distance, determining the degree of change of the signing location position according to the signing distance.

[0062] It should be noted that the signing position self-learning algorithm provided in the embodiment of the present application is an improved algorithm, which does not need to set the K value in advance, and directly clusters each historical signing position as a cluster, and then continuously merges the two clusters with the closest distance until the distance between the two points with the farthest distance in the same cluster meets the preset distance threshold.

[0063] The improved algorithm provided in the embodiment of the present application is more suitable for the field of logistics management, because due to the location change characteristics of logistics, the signing positions are generally not gathered in one or more areas, so the specific number of clusters K cannot be determined.

[0064] In the embodiment of the present application, the formula for mapping the user level to the electronic signature splitting point through the mapping function parameters is:

[0065]

[0066] In the formula, λx, λy, μx, μy are mapping function parameters, H is the user level, L x and L y are the maximum values of the contour map of the electronic signature in the x direction and the y direction, respectively.

[0067] Step 3, offsetting the electronic signature splitting point according to the electronic signature risk degree and the preset electronic signature risk degree, and obtaining an electronic signature splitting graph according to the offset result; the splitting graph includes a key point and a plurality of splitting regions, each splitting region corresponds to a specific encryption storage mechanism, and the key point is used to overlap with the electronic splitting point to realize electronic signature splitting.

[0068] Among them, the splitting region is a different region divided around the key point, and each region corresponds to a specific encryption storage mechanism. In this way, when the electronic signature is split, different fragments can be encrypted and stored in different regions, further enhancing the security of the signature.

[0069] In the embodiment of the present application, the electronic signature split point is offset according to the electronic signature risk degree and the preset electronic signature risk degree, and an electronic signature split pattern is obtained according to the offset result, including: determining an offset function according to the difference between the electronic signature risk degree and the preset electronic signature risk degree; offsetting the electronic signature split point according to the offset function to obtain a target electronic signature split point; calculating the Euclidean distance between the target electronic signature split point and the electronic signature split point; determining an offset amount according to the Euclidean distance, and determining an electronic signature split pattern according to the offset amount.

[0070] In the embodiment of the present application, the electronic signature split point is offset according to the offset function to obtain a target electronic signature split point, including: offsetting the electronic signature split point according to the offset function to obtain an offset point; when the offset point is on or in the contour pattern of the electronic signature, taking the offset point as the target electronic signature split point; when the offset point is not out of the contour pattern of the electronic signature, taking the intersection of the offset point and the electronic signature split point as the target electronic signature split point.

[0071] The electronic signature split pattern can be obtained by the above method, and the corresponding electronic signature can be restored.

[0072] Step 4: The electronic signature fragments are dynamically searched and decrypted according to the electronic signature split point and the electronic signature split pattern, the decrypted electronic signature fragments are recombined to obtain an electronic signature.

[0073] Specifically, according to the electronic signature split point and the split pattern determined by the split pattern system, the corresponding electronic signature fragments are located in the storage system, and then the decryption algorithm and the key are determined according to the encryption storage mechanism of each split region in the split pattern, so as to decrypt the stored electronic signature fragments; the decryption process strictly follows the encryption storage mechanism set by each split region, so as to ensure the security and accuracy of the decryption operation. Then, all the decrypted electronic signature fragments are recombined according to the layout of the split pattern to restore the complete electronic signature image.

[0074] Step 5: The logistics business contract is signed by the electronic signature to complete the contract signing process.

[0075] In summary, the embodiment of the present application provides a kind of intelligent logistics platform electronic seal automation management method, which comprises: obtaining the electronic seal calling request of user, the electronic seal calling request includes logistics business contract, electronic seal identification and user identity identification;According to the electronic seal identification and user identity, determine user level, electronic seal level and signature risk degree;According to the difference between the electronic seal level and the user level, determine the mapping function parameter of user level in electronic seal, and map the user level to electronic seal split point by the mapping function parameter;According to the electronic seal risk degree and the preset electronic seal risk degree, the electronic seal split point is offset, and the electronic seal split pattern is obtained according to the offset result;The split pattern includes a key point and several split areas, each split area corresponds to an encryption storage mechanism, and the key point is used to overlap with the electronic split point to realize electronic seal split;According to the electronic seal split point and split pattern, electronic seal fragments are dynamically retrieved and decrypted, and the electronic seal fragments after decryption are recombined to obtain electronic seal;The electronic seal is used to seal the logistics business contract, to complete the contract signing process.The electronic seal dynamic encryption storage method considering user level, electronic seal level and signature risk degree is provided, which avoids electronic seal leakage, and also provides effective identity verification mechanism, to avoid unauthorized user tampering with electronic seal.

[0076] As Figure 2 shown, for the same inventive concept, the embodiment of the present application provides an intelligent logistics platform electronic seal automation management system, which comprises a contract signing module;The contract signing module comprises:

[0077] signature request unit, for obtaining the electronic seal calling request of user, the electronic seal calling request includes logistics business contract, electronic seal identification and user identity identification;

[0078] first processing unit, for determining user level, electronic seal level and signature risk degree according to the electronic seal identification and user identity, determining the mapping function parameter of user level in electronic seal according to the difference between the electronic seal level and the user level, and mapping the user level to electronic seal split point by the mapping function parameter;

[0079] second processing unit, for offsetting the electronic seal split point according to the electronic seal risk degree and the preset electronic seal risk degree, and obtaining electronic seal split pattern according to the offset result;The split pattern includes a key point and several split areas, each split area corresponds to an encryption storage mechanism, and the key point is used to overlap with the electronic split point to realize electronic seal split;

[0080] The signature obtaining unit is configured to dynamically retrieve and decrypt electronic signature fragments according to the electronic signature splitting point and the splitting pattern, and to obtain an electronic signature by recombining the decrypted electronic signature fragments.

[0081] The contract signing unit is configured to sign the logistics business contract by using the electronic signature, so as to complete the contract signing process.

[0082] In the embodiment, the system further comprises:

[0083] The contract template management module is configured to create, edit, publish and manage various contract templates, and support dynamic placeholders to automatically fill in specific business data when generating a contract.

[0084] The signature management module is configured to generate electronic signatures, audit the availability of the electronic signatures, and store the electronic signatures that pass the audit in a blockchain after encryption.

[0085] The contract generation module is configured to automatically generate a logistics business contract according to user operations and logistics business requirements.

[0086] The log and audit module is configured to record log information of all contract signing, cancellation and other operations, for administrators to perform audit and trace.

[0087] The user permission management module is configured to manage user levels of different users and corresponding access permissions and operation permissions, to ensure the security of system data.

[0088] Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present application, and not to limit them; although the present application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: it can still modify the technical solutions recorded in the foregoing embodiments, or make equivalent replacement for part or all of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the scope of the technical solutions of the embodiments of the present application, and they should be covered in the scope of the claims and the specification of the present application.

Claims

1. A method for automated management of electronic signatures on a smart logistics platform, characterized in that, include: Obtain the user's electronic signature retrieval request, wherein the electronic signature retrieval request includes the logistics business contract, the electronic signature identifier, and the user's identity identifier; Based on the electronic signature identifier and the user identity identifier, determine the user level, electronic signature level, and signature risk level; determine the mapping function parameter of the user level in the electronic signature based on the difference between the electronic signature level and the user level, and map the user level to the electronic signature split point through the mapping function parameter; The electronic signature splitting point is offset according to the signature risk level and the preset electronic signature risk level, and the electronic signature splitting graphic is obtained according to the offset result; the splitting graphic includes a key point and several splitting regions, each splitting region corresponds to an encryption storage mechanism, and the key point is used to overlap with the electronic signature splitting point to realize electronic signature splitting. Based on the electronic signature splitting points and the splitting pattern, the electronic signature fragments are dynamically retrieved and decrypted. The decrypted electronic signature fragments are then reassembled to obtain the electronic signature. The electronic signature is used to sign the logistics business contract to complete the contract signing process; Specifically, determining the user level, electronic signature level, and signature risk level based on the electronic signature identifier and the user identity identifier includes: Based on the electronic signature identifier and the user identity identifier, historical signature data is obtained, wherein the historical signature data includes signing frequency, time since the last signing, degree of change of signing location, and device replacement frequency; The risk level of the signature is determined by weighting the historical signature data.

2. The method according to claim 1, characterized in that, Determining the user level, electronic signature level, and signature risk level based on the electronic signature identifier and the user identity identifier also includes: When the signature risk level is less than or equal to a preset value, one identity verification is performed; when the signature risk level is greater than the preset value, two identity verifications are performed. Upon successful identity verification, the electronic signature level is obtained based on the electronic signature identifier, and the user level is obtained based on the user identity identifier.

3. The method according to claim 2, characterized in that, The methods for determining the degree of change in the signing location include: Retrieve historical signature locations; Based on the historical signature positions and the signature position self-learning algorithm, the historical signature positions are clustered to obtain the centroid of the signature position; Obtain the current signature position and calculate the signature distance between the current signature position and the centroid of the signature position; When the signature distance is less than a set distance, the degree of change in the signing location is determined based on the signature distance.

4. The method according to claim 3, characterized in that, The formula for mapping the user level to the electronic signature split point using the mapping function parameters is as follows: In the formula, λx, λy, μx, μy are the mapping function parameters, H is the user level, and L is the mapping function parameter. x and L y These represent the maximum values ​​of the outline of the electronic signature in the x and y directions, respectively.

5. The method according to claim 4, characterized in that, The electronic signature splitting point is offset based on the stated signature risk level and a preset electronic signature risk level. The electronic signature splitting graphic is then obtained based on the offset result, including: The offset function is determined based on the difference between the stated signature risk level and the preset electronic signature risk level; The electronic signature splitting point is offset according to the offset function to obtain the target electronic signature splitting point; Calculate the Euclidean distance between the target electronic signature split point and the electronic signature split point; The offset is determined based on the Euclidean distance, and the electronic signature split graphic is determined based on the offset.

6. The method according to claim 5, characterized in that, The electronic signature splitting point is offset according to the offset function to obtain the target electronic signature splitting point, including: The electronic signature splitting point is offset according to the offset function to obtain the offset point; When the offset point is on or within the outline of the electronic signature, the offset point is taken as the target electronic signature splitting point; When the offset point is outside the outline of the electronic signature, the intersection of the offset point and the electronic signature split point is taken as the target electronic signature split point.

7. An automated electronic signature management system for a smart logistics platform, characterized in that, Includes a contract signing module; The contract signing module includes: The signature request unit is used to obtain the user's electronic signature retrieval request, which includes the logistics business contract, electronic signature identifier, and user identity identifier. The first processing unit is configured to determine the user level, electronic signature level, and signature risk level based on the electronic signature identifier and the user identity identifier; determine the mapping function parameter of the user level in the electronic signature based on the difference between the electronic signature level and the user level; and map the user level to the electronic signature split point through the mapping function parameter. The second processing unit is used to offset the electronic signature splitting point according to the signature risk level and the preset electronic signature risk level, and obtain the electronic signature splitting graphic according to the offset result; the splitting graphic includes a key point and several splitting regions, each splitting region corresponds to an encryption storage mechanism, and the key point is used to overlap with the electronic signature splitting point to realize the electronic signature splitting. The signature acquisition unit is used to dynamically retrieve and decrypt electronic signature fragments based on the electronic signature splitting points and the splitting pattern, and to reassemble the decrypted electronic signature fragments to obtain an electronic signature. The contract signing unit is used to sign the logistics business contract using the electronic signature to complete the contract signing process. Specifically, determining the user level, electronic signature level, and signature risk level based on the electronic signature identifier and the user identity identifier includes: Based on the electronic signature identifier and the user identity identifier, historical signature data is obtained, wherein the historical signature data includes signing frequency, time since the last signing, degree of change of signing location, and device replacement frequency; The risk level of the signature is determined by weighting the historical signature data.

8. The intelligent logistics platform electronic signature automated management system according to claim 7, characterized in that, Also includes: The contract template management module is used to create, edit, publish and manage various contract templates, and supports dynamic placeholders to automatically fill in specific business data when generating contracts; The signature management module is used to generate electronic signatures, review the usability of electronic signatures, and encrypt and store approved electronic signatures on the blockchain. The contract generation module is used to automatically generate logistics business contracts based on user operations and logistics business needs. The log and audit module records log information for all contract signing and cancellation operations, allowing administrators to audit and trace them. The user permission management module is used to manage the user levels of different users and their corresponding access and operation permissions to ensure the security of system data.

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