Correlation object evaluation method, apparatus, device, and storage medium

Abstract

The application provides a kind of associated object evaluation method, device and storage medium;The associated object evaluation method in the application comprises: obtaining the logistics information of target object;According to the address information in the logistics information, and the communication identifier of the object to be identified in the logistics information, determine the communication exclusive identifier of the target object;According to the preset database and the communication exclusive identifier, determine the candidate object corresponding to the target object;The target object is obtained by screening the object to be identified and the candidate object, and the associated object of the target object is obtained.The technical scheme of the application can realize the communication exclusive identifier of the target object based on the logistics data authorized by the target object, and screen the associated object of the target object based on the communication exclusive identifier, meet the associated object identification demand of associated object evaluation scene.

Description

Technical Field

[0001] This application relates to the field of computer technology, and specifically to a method, apparatus, device, and storage medium for evaluating related objects. Background Technology

[0002] Currently, with the development and upgrading of upstream and downstream industries, multiple upstream and downstream enterprises have emerged. As a provider of supply chain services, the logistics industry needs to obtain relevant information about upstream and downstream enterprises in order to conduct risk assessments for each enterprise. The number of employees and the relationship between the enterprise and its employees are important parts of the risk assessment. However, there is no mature method in the existing technology to directly obtain data on relevant related parties, and the data on related parties disclosed by enterprises is relatively crude and insufficient to support risk control assessment, which cannot meet the application scenarios of service providers to evaluate the risk control of enterprises. Summary of the Invention

[0003] This application provides a method, apparatus, device, and storage medium for evaluating related objects, aiming to solve the technical problem that the related object data disclosed by enterprises in the prior art is relatively coarse, making it impossible to conduct risk assessment of enterprises based on such related object data.

[0004] On the one hand, embodiments of this application provide a method for evaluating associated objects, the method comprising the following steps:

[0005] Obtain the logistics information of the target object;

[0006] Based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information, determine the communication-specific identifier of the target object;

[0007] Based on the preset database and the communication-specific identifier, the candidate object corresponding to the target object is determined;

[0008] The target object and the candidate objects are filtered to obtain the associated objects of the target object.

[0009] In one possible implementation of this application, determining the communication-specific identifier of the target object based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information includes:

[0010] Cluster the address information in the logistics information to obtain the object address information of the target object;

[0011] Extract the object to be identified from the logistics information, as well as the communication identifier of the object to be identified;

[0012] The communication identifiers are clustered based on the object address information of the target object to obtain the communication-specific identifier of the target object.

[0013] In one possible implementation of this application, the step of clustering the address information in the logistics information to obtain the object address information of the target object includes:

[0014] The address information in the logistics information is standardized to obtain standardized address information;

[0015] Address filtering is performed based on the frequency of occurrence of the standardized address information to obtain the actual address information of the target object;

[0016] Obtain the theoretical address information corresponding to the target object from the preset address database, and set the actual address information and the theoretical address information as the object address information of the target object.

[0017] In one possible implementation of this application, the step of clustering the communication identifiers based on the object address information of the target object to obtain the communication-specific identifier of the target object includes:

[0018] Obtain the network address information of the communication identifier;

[0019] Compare each of the network address information with the object address information of the target object to obtain the target network address information that is the same as the object address information;

[0020] Extract the number features of the communication identifier corresponding to the target network address information to obtain the communication-specific identifier of the target object.

[0021] In one possible implementation of this application, determining the candidate object corresponding to the target object based on a preset database and the communication-specific identifier includes:

[0022] Query the preset database to obtain the first object corresponding to the communication-specific identifier, and the second object pre-associated with the target object;

[0023] Set the first object and the second object as candidate objects corresponding to the target object.

[0024] In one possible implementation of this application, the step of filtering the object to be identified and the candidate objects to obtain the associated objects of the target object includes:

[0025] Based on the contact time between the target object and the object to be identified, and the contact time between the target object and the candidate object, filter the target object to be identified and the target candidate object;

[0026] Based on the frequency of contact between the target object and the target object to be identified, and the frequency of contact between the target object and the target candidate object, the associated objects of the target object are filtered.

[0027] In one possible implementation of this application, obtaining the logistics information of the target object includes:

[0028] Obtain the logistics account corresponding to the target object, and the first logistics information associated with the logistics account;

[0029] Cluster the address information in the first logistics information to obtain the object address information of the target object;

[0030] Obtain second logistics information containing the address information of the object from a preset logistics database, and set the first logistics information and the second logistics information as the logistics information of the target object.

[0031] On the other hand, this application provides an associated object evaluation device, the associated object evaluation device comprising:

[0032] The acquisition module is used to acquire logistics information of the target object;

[0033] The identifier determination module is used to determine the communication-specific identifier of the target object based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information.

[0034] The object determination module is used to determine the candidate object corresponding to the target object based on a preset database and the communication-specific identifier;

[0035] The selection module is used to filter the object to be identified and the candidate objects to obtain the associated objects of the target object.

[0036] On the other hand, this application also provides an associated object evaluation device, the associated object evaluation device comprising:

[0037] One or more processors;

[0038] Memory; and

[0039] One or more applications, wherein the one or more applications are stored in the memory and configured to be executed by the processor to implement the associated object evaluation method.

[0040] On the other hand, this application also provides a computer-readable storage medium having a computer program stored thereon, the computer program being loaded by a processor to perform the steps in the associated object evaluation method.

[0041] This application obtains the authorized logistics information of the target object to be evaluated, and determines the target object's unique communication identifier based on the address information and the communication identifier of the target object within the logistics information. Then, based on the unique communication identifier and a pre-set database, it determines the candidate objects corresponding to the target object, and filters the target object and candidate objects to obtain the target object's associated objects. This achieves the goal of obtaining the target object's unique communication identifier based on the target object's authorized logistics data, and filtering the target object's associated objects based on this identifier, thus meeting the associated object identification requirements in associated object evaluation scenarios. Attached Figure Description

[0042] To more clearly illustrate the technical solutions in the embodiments of this application, the accompanying drawings used in the description of the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0043] Figure 1 This is a schematic diagram illustrating a scenario of the associated object evaluation method in an embodiment of this application;

[0044] Figure 2 This is a flowchart illustrating one embodiment of the associated object evaluation method in this application.

[0045] Figure 3 This is a flowchart illustrating an embodiment of the associated object evaluation method provided in this application, which involves screening the object to be identified and candidate objects.

[0046] Figure 4 A flowchart illustrating an embodiment of the associated object evaluation method provided in this application for determining the communication-specific identifier of a target object;

[0047] Figure 5 This is a schematic diagram of one embodiment of the associated object evaluation device provided in this application.

[0048] Figure 6 This is a schematic diagram of an embodiment of the associated object evaluation device provided in this application. Detailed Implementation

[0049] The technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0050] In the description of this invention, it should be understood that the terms "center," "longitudinal," "lateral," "length," "width," "thickness," "upper," "lower," "front," "rear," "left," "right," "vertical," "horizontal," "top," "bottom," "inner," and "outer," etc., indicating orientation or positional relationships based on the orientation or positional relationships shown in the accompanying drawings, are only for the convenience of describing the invention and simplifying the description, and do not indicate or imply that the device or element referred to must have a specific orientation, or be constructed and operated in a specific orientation, and therefore should not be construed as a limitation of the invention. Furthermore, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of indicated technical features. Thus, features defined with "first" and "second" may explicitly or implicitly include one or more of the stated features. In the description of this invention, "a plurality of" means two or more, unless otherwise explicitly specified.

[0051] In this application, the term "exemplary" is used to mean "serving as an example, illustration, or description." Any embodiment described as "exemplary" in this application is not necessarily to be construed as being more preferred or advantageous than other embodiments. The following description is provided to enable any person skilled in the art to make and use the invention. Details are set forth in the following description for purposes of explanation. It should be understood that those skilled in the art will recognize that the invention can be made without using these specific details. In other instances, well-known structures and processes will not be described in detail to avoid obscuring the description of the invention with unnecessary detail. Therefore, the invention is not intended to be limited to the embodiments shown, but is consistent with the broadest scope of the principles and features disclosed in this application.

[0052] Currently, with the development and upgrading of upstream and downstream industries, multiple upstream and downstream enterprises have emerged. As a provider of supply chain services, the logistics industry needs to obtain relevant information about upstream and downstream enterprises in order to conduct risk assessments for each enterprise. The number of employees and the relationship between the enterprise and its employees are important parts of the risk assessment. However, there is no mature method in the existing technology to directly obtain data on relevant related parties, and the data on related parties disclosed by enterprises is relatively crude and insufficient to support risk control assessment, which cannot meet the application scenarios of service providers to evaluate the risk control of enterprises.

[0053] Based on this, this application proposes a method, apparatus, device, and computer-readable storage medium for evaluating related objects, in order to solve the technical problem that the related object data disclosed by enterprises in the prior art is relatively coarse and cannot be used for risk assessment.

[0054] The associated object evaluation method in this embodiment of the invention is applied to an associated object evaluation device, which is set in an associated object evaluation equipment. The associated object evaluation equipment is provided with one or more processors, a memory, and one or more application programs, wherein the one or more application programs are stored in the memory and configured to be executed by the processor to implement the associated object evaluation method. The associated object evaluation equipment can be a smart terminal, such as a mobile phone, tablet computer, smart TV, network device, and smart computer. Optionally, the associated object evaluation equipment can also be a server or a service cluster composed of multiple servers.

[0055] like Figure 1 As shown, Figure 1 This is a schematic diagram of a scenario for the associated object evaluation method in an embodiment of this application. The associated object evaluation scenario in this embodiment includes an associated object evaluation device 100 (the associated object evaluation device 100 integrates an associated object evaluation apparatus), and the associated object evaluation device 100 has a computer-readable storage medium running the associated object evaluation method to execute the steps of the associated object evaluation method.

[0056] Understandable Figure 1 The associated object evaluation device in the scenario of the associated object evaluation method, or the device included in the associated object evaluation device, does not constitute a limitation on the embodiments of the present invention. That is, the number or type of associated object evaluation device included in the scenario of the associated object evaluation method, or the number or type of device included in each device, does not affect the overall implementation of the technical solution in the embodiments of the present invention, and can all be considered as equivalent substitutions or derivatives of the technical solutions claimed in the embodiments of the present invention.

[0057] In this embodiment of the invention, the associated object evaluation device 100 is mainly used for: acquiring logistics information of the target object; determining the communication-specific identifier of the target object based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information; determining the candidate object corresponding to the target object based on a preset database and the communication-specific identifier; and filtering the object to be identified and the candidate object to obtain the associated object of the target object.

[0058] The associated object evaluation device 100 in this embodiment of the invention can be an independent associated object evaluation device, such as a mobile phone, tablet computer, network device, server and smart computer, or an associated object evaluation network or associated object evaluation cluster composed of multiple associated object evaluation devices.

[0059] This application provides a method, apparatus, device, and computer-readable storage medium for evaluating associated objects, which will be described in detail below.

[0060] It will be understood by those skilled in the art that Figure 1 The application environment shown is only one application scenario related to the solution of this application and does not constitute a limitation on the application scenario of this application. Other application environments may include more than one application scenario. Figure 1 The number of associated object evaluation devices shown, or the network connectivity relationships of associated object evaluation, for example... Figure 1 Only one related object assessment device is shown in the document. It can be understood that the scenario of this related object assessment method may also include one or more related object assessment devices, which are not limited here. The related object assessment device may also include a memory for storing logistics information and other data authorized by the enterprise to be assessed.

[0061] It should be noted that, Figure 1 The schematic diagram of the associated object evaluation method shown is merely an example. The scenario of the associated object evaluation method described in the embodiments of the present invention is for the purpose of more clearly illustrating the technical solution of the embodiments of the present invention, and does not constitute a limitation on the technical solution provided by the embodiments of the present invention.

[0062] Based on the scenarios described above for the associated object evaluation method, various embodiments of the associated object evaluation method disclosed in this invention are proposed.

[0063] like Figure 2 As shown, Figure 2 This is a flowchart illustrating one embodiment of the associated object evaluation method in this application. The image processing method includes the following steps 201-204:

[0064] 201. Obtain logistics information for the target object;

[0065] The associated object evaluation method in this embodiment is applied to an associated object evaluation device. The type and number of associated object evaluation devices are not specifically limited. That is, the associated object evaluation device can be one or more smart terminals or servers. In a specific embodiment, the associated object evaluation device is a smart computer.

[0066] When the associated object assessment device is operational, it can receive associated object assessment requests. These requests are instructions to obtain authorized logistics information from upstream and downstream target objects in the industry chain and to conduct associated object assessments based on that information. The triggering method for these assessment requests is not specifically limited; they can be user-initiated. For example, upon receiving a logistics product application from a company, a user can click the associated object assessment button on the device to initiate an assessment. This button can be virtual or physical. Alternatively, the device can automatically trigger assessment requests. For instance, it may have a pre-set timed assessment process that automatically triggers assessment requests within a preset time period.

[0067] Specifically, after receiving an assessment request for an associated object, the associated object assessment device obtains the logistics information authorized for use by the target object to be assessed. The target object is the enterprise to be assessed; the logistics information is anonymized logistics data such as express delivery information and address information related to the target object; the associated object can be the target object's current employees or other related objects.

[0068] Specifically, the associated object assessment device obtains authorization for the assessment of the target associated object, acquires the logistics account corresponding to the target object, and obtains the first logistics information associated with that logistics account. This first logistics information consists of the logistics data of the target object recorded in the logistics account. The associated object assessment device then clusters the address information in this first logistics information to obtain the address information with the highest cluster frequency, thus identifying this address information as the object address information of the target object.

[0069] After obtaining the object address information of the target object, the associated object assessment device queries a preset logistics database using that object address information to obtain second logistics information that contains the object address information. This second logistics information refers to logistics data whose address information includes the object address information and is not stored in the logistics account; the preset logistics database is a database that stores all logistics data.

[0070] The associated object evaluation device sets the first and second logistics data it acquires as the logistics information for the target object.

[0071] 202. Based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information, determine the communication-specific identifier of the target object;

[0072] After acquiring logistics information, the associated object assessment device determines the unique communication identifier of the target object based on the logistics information and the communication identifier of the object to be identified in the logistics information.

[0073] Specifically, the associated object assessment device, based on the assessment authorization of the target object, obtains the target object information in an encrypted state, clusters the address information in the logistics information, and counts the clustering frequency of each address information, thereby obtaining the object address information with the highest clustering frequency.

[0074] Specifically, the associated object evaluation device uses NLP (Natural Language Processing) to extract the address information of each logistics package, including both sender and recipient addresses. After obtaining the address information, it is input into a pre-defined standardized address database for address recognition, resulting in standardized address information. This standardized address database is a pre-stored corpus of standard address information, capable of standardizing the address information in the logistics data and outputting standardized address information using artificial intelligence algorithms.

[0075] Optionally, the standardized address information obtained by the associated object evaluation device may contain sensitive fields. After obtaining the standardized address information, the associated object evaluation device performs desensitization processing on the sensitive fields in the standardized address information according to the preset desensitization rules to obtain the desensitized standardized logistics address information.

[0076] After obtaining the anonymized address information, the object association assessment device aggregates the anonymized standardized logistics address information to determine the actual address information of the target object. Specifically, the device obtains the anonymized standardized logistics address information and selects the most frequently occurring standardized logistics address information as the actual address information of the target object.

[0077] Specifically, after obtaining the actual address information, the associated object assessment device also obtains the theoretical address information corresponding to the target object stored in a preset address database. This theoretical address information and the actual address information are then combined to determine the target object's object address information. The theoretical address information is the address information publicly advertised by the target object. The associated object assessment device obtains the actual address information through clustering and uses this information in conjunction with the theoretical address information to determine the target object's object address information, thereby improving the accuracy of subsequently determining the target object's communication-specific identifier using the object address information.

[0078] After determining the object address information of the target object, the associated object assessment device extracts the objects to be identified from the logistics information of the target object, as well as the communication identifiers corresponding to each object to be identified. It then clusters these communication identifiers based on the object address of the target object to determine the unique communication identifier for that target object. Optionally, the object to be identified is the sender or recipient with whom the target object has a logistics relationship.

[0079] 203. Based on the preset database and the communication-specific identifier, determine the candidate object corresponding to the target object;

[0080] After obtaining the communication-specific identifier of the target object, the associated object evaluation device uses the communication-specific identifier to determine the candidate object corresponding to the target object.

[0081] Specifically, the associated object assessment device is pre-set with a preset database that stores all logistics data. The communication-specific identifier of the target object is entered into the preset database for querying to obtain the first object corresponding to the communication-specific identifier. The first object is the logistics user that has logistics behavior with the target object in the full logistics data and uses the communication-specific identifier corresponding to the target object.

[0082] Specifically, the associated object assessment device inputs the communication-specific identifier into a preset database and compares it with the communication information of logistics users in the preset database. If there is a field in the communication information that matches the communication-specific identifier, then the logistics user is determined to be the first object corresponding to the communication-specific identifier.

[0083] Specifically, the associated object assessment device also identifies a second object associated with the target object through the first logistics information in the target object's logistics account, and sets the first and second objects as candidate objects for the target object. The second object is a logistics user verified as associated with the target object.

[0084] 204. Filter the object to be identified and the candidate objects to obtain the associated objects of the target object.

[0085] In this embodiment, after identifying the candidate objects of the target object through the address information and communication-specific identifier in the logistics information, the associated object evaluation device further filters the object to be identified and the candidate objects to determine the associated objects of the target object.

[0086] Specifically, after identifying the candidate objects and the objects to be identified for the target object, the associated object assessment device further acquires the logistics information of the candidate objects and the objects to be identified, thereby determining the degree of connection between the candidate objects and / or the objects to be identified and the target object, and thus determining whether the candidate objects and / or the objects to be identified are associated objects of the target object, thereby realizing the assessment of the associated objects of the target object.

[0087] In this embodiment, the associated object assessment device obtains the authorized enterprise logistics information of the target object to be assessed, and determines the target object's communication-specific identifier based on the address information and the communication identifier of the object to be identified in the logistics information. Then, based on the communication-specific identifier and a preset database, it determines the candidate objects corresponding to the target object, and filters the target object and the candidate objects to obtain the associated objects of the target object. This achieves the goal of obtaining the target object's communication-specific identifier based on the authorized logistics data of the target object, and filtering the target object's associated objects based on the communication-specific identifier, thus meeting the associated object identification requirements in the associated object assessment scenario.

[0088] like Figure 3 As shown, Figure 3 This is a flowchart illustrating an embodiment of the associated object evaluation method provided in this application, which involves screening the object to be identified and candidate objects.

[0089] Based on the above embodiments, this embodiment determines the degree of connection with the target object by determining the contact time and frequency between the object to be identified and the candidate object and the target object, thereby filtering the associated objects of the target object. Specifically, it includes steps 301-302:

[0090] 301. Based on the contact time between the target object and the object to be identified, and the contact time between the target object and the candidate object, filter the target object to be identified and the target candidate object;

[0091] 302. Based on the frequency of contact between the target object and the target object to be identified, and the frequency of contact between the target object and the target candidate object, filter the associated objects of the target object.

[0092] In this embodiment, the associated object evaluation device, after determining the target object to be identified and the candidate object, further acquires all logistics information on the connection between the target object and the candidate object and the target object, and obtains the connection time between the target object and the target object and the candidate object from the logistics information, thereby determining the target target object to be identified and the target candidate object.

[0093] Specifically, the associated object evaluation device is pre-set with a contact time threshold for evaluating whether an object to be identified or a candidate object is associated with a target object. This contact time threshold is used to initially screen the target objects to be identified and the target candidate objects associated with the target object. The contact time threshold is a contact time data threshold that characterizes whether the object to be identified or the candidate object has been associated with a target object recently.

[0094] Specifically, after obtaining the contact time between the target object and the object to be identified, and the contact time between the target object and the candidate object from the logistics information, the associated object assessment device compares the contact time between the target object and the object to be identified, and the contact time between the target object and the candidate object with the contact time thresholds respectively, thereby determining whether the object to be identified is the target object to be identified of the target object, and whether the candidate object is the target candidate object of the target object.

[0095] Optionally, if the contact time between the candidate object and the target object or the most recent contact time between the object to be identified and the target object exceeds the contact time threshold, it is determined that the candidate object or the object to be identified has not been in contact with the target object for a long time, and the candidate object or the object to be identified whose contact time exceeds the contact time threshold is removed.

[0096] Optionally, if the contact time between the candidate object and the target object or the contact time between the object to be identified and the target object does not exceed the contact time threshold, then it is determined that the candidate object or the object to be identified has recently had contact with the target object, and the candidate object whose contact time does not exceed the contact time threshold is determined as the target candidate object, and the object to be identified whose contact time value does not exceed the contact time threshold is determined as the target object to be identified.

[0097] After identifying the target object to be identified and the target candidate object, the associated object evaluation device further obtains the contact frequency between the target object and the target object to be identified, as well as the contact frequency between the target object and the target candidate object. By using the contact frequency between the target object and the target object to be identified, as well as the contact frequency between the target object and the target candidate object, the device determines the degree of connection between the target object and the target object to be identified or the target candidate object, thereby screening out the associated objects of the target object.

[0098] Specifically, the associated object evaluation device is pre-set with a contact frequency threshold to evaluate the closeness of the connection between the target object to be identified or the target candidate object and the target object, and uses the contact frequency threshold to determine the associated objects of the target object.

[0099] Optionally, the associated object evaluation device compares the contact frequency between the target object and the target to be identified, and the contact frequency between the target object and the target candidate object, with a preset contact frequency threshold. If the contact frequency is lower than the contact frequency threshold, the target candidate object or the target to be identified is determined to be removed.

[0100] Optionally, the associated object evaluation device compares the contact frequency between the target object and the target to be identified, and the contact frequency between the target object and the target candidate object, with a preset contact frequency threshold. If the contact frequency is higher than the contact frequency threshold, the target candidate object or the target to be identified is determined to be an associated object of the target object.

[0101] In this embodiment, the associated object evaluation device filters the target object's target identification object and target candidate object by acquiring the contact time between the target object and the object to be identified, as well as the contact time between the target object and the candidate object; and filters the target object's associated objects based on the contact frequency between the target object and the target object to be identified, as well as the contact frequency between the target object and the target candidate object. Thus, it effectively measures the closeness of the connection between the target object and the object to be identified and the candidate object based on the contact time and contact frequency, and accurately evaluates the target object's associated objects based on the closeness of the connection, thereby improving the evaluation accuracy.

[0102] like Figure 4 As shown, Figure 4 This is a flowchart illustrating one embodiment of the associated object evaluation method provided in this application for determining the communication-specific identifier of a target object.

[0103] Based on the above embodiments, this application discloses a specific process for determining the communication-specific identifier of a target object based on address information, specifically including steps 401-403:

[0104] 401. Obtain the network address information where the communication identifier is located;

[0105] 402. Compare each of the network address information with the object address information of the target object, and obtain the target network address information that is the same as the object address information;

[0106] 403. Extract the number features of the communication identifier corresponding to the target network address information to obtain the communication-specific identifier of the target object.

[0107] In this embodiment, after obtaining the logistics information of the target object and obtaining the object to be identified and the communication identifier of the object to be identified based on the logistics information, the associated object evaluation device further determines the communication-specific identifier of the target object based on the communication identifier, so that the associated object evaluation device can identify and evaluate the associated objects of the target object through the communication-specific identifier.

[0108] Specifically, the associated object evaluation device clusters to obtain the network address information of each communication identifier. This network address information is the address information identified by the network to which the communication identifier belongs, and is used to represent the address information of the user corresponding to the communication identifier.

[0109] The associated object evaluation device compares the network address information with the object address information of the target object, thereby filtering out the communication identifiers and associated objects that reside near the object address information of the target object.

[0110] Specifically, the associated object evaluation device encodes the network address information and the object address information to obtain network address features and object address features. It then calculates the text similarity between the network address information and the object address information based on these features, and determines whether the network address information and the object address information are the same based on the text similarity.

[0111] Optionally, the associated object evaluation device compares the text similarity with a preset similarity threshold. If the text similarity is greater than the similarity threshold, it determines that the network address information and the object address information are the same or similar. The associated object evaluation device determines the network address information that is the same or similar to the object address information as the target network address information.

[0112] After obtaining target network address information that is the same as the address information of the object, the associated object evaluation device extracts the number feature of the communication identifier corresponding to the target network address information and marks the number feature as the communication-specific identifier of the target object.

[0113] After obtaining the communication-specific identifier of the target object, the associated object assessment device further identifies the associated objects of the target object through the communication-specific identifier.

[0114] In this embodiment, the associated object evaluation device obtains the network address information where the communication identifier is located; compares each network address information with the object address information of the target object, obtains the target network address information that is the same as the object address information; and extracts the number features of the communication identifier corresponding to the target network address information to obtain the communication-specific identifier of the target object. This achieves accurate identification of the communication-specific identifier of the target object by effectively detecting the communication identifiers residing near the address of the target object.

[0115] To better implement the associated object evaluation method in the embodiments of this application, based on the associated object evaluation method, the embodiments of this application also provide an associated object evaluation device, such as... Figure 5 As shown, Figure 5 This is a schematic diagram of one embodiment of the associated object evaluation device provided in this application. The associated object evaluation device 500 includes the following modules 501 to 504:

[0116] Module 501 is used to acquire logistics information of the target object;

[0117] The identifier determination module 502 is used to determine the communication-specific identifier of the target object based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information.

[0118] The object determination module 503 is used to determine the candidate object corresponding to the target object based on the preset database and the communication-specific identifier;

[0119] Selection module 504 is used to filter the object to be identified and the candidate objects to obtain the associated objects of the target object.

[0120] In some embodiments of this application, the associated object evaluation device determines the communication-specific identifier of the target object based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information, including:

[0121] Cluster the address information in the logistics information to obtain the object address information of the target object;

[0122] Extract the object to be identified from the logistics information, as well as the communication identifier of the object to be identified;

[0123] The communication identifiers are clustered based on the object address information of the target object to obtain the communication-specific identifier of the target object.

[0124] In some embodiments of this application, the associated object evaluation device clusters the address information in the logistics information to obtain the object address information of the target object, including:

[0125] The address information in the logistics information is standardized to obtain standardized address information;

[0126] Address filtering is performed based on the frequency of occurrence of the standardized address information to obtain the actual address information of the target object;

[0127] Obtain the theoretical address information corresponding to the target object from the preset address database, and set the actual address information and the theoretical address information as the object address information of the target object.

[0128] In some embodiments of this application, the associated object evaluation device clusters the communication identifiers based on the object address information of the target object to obtain the communication-specific identifier of the target object, including:

[0129] Obtain the network address information of the communication identifier;

[0130] Compare each of the network address information with the object address information of the target object to obtain the target network address information that is the same as the object address information;

[0131] Extract the number features of the communication identifier corresponding to the target network address information to obtain the communication-specific identifier of the target object.

[0132] In some embodiments of this application, the associated object evaluation device filters the object to be identified and the candidate objects to obtain associated objects of the target object, including:

[0133] Based on the contact time between the target object and the object to be identified, and the contact time between the target object and the candidate object, filter the target object to be identified and the target candidate object;

[0134] Based on the frequency of contact between the target object and the target object to be identified, and the frequency of contact between the target object and the target candidate object, the associated objects of the target object are filtered.

[0135] In some embodiments of this application, the associated object evaluation device acquires the logistics information of the target object, including:

[0136] Obtain the logistics account corresponding to the target object, and the first logistics information associated with the logistics account;

[0137] Cluster the address information in the first logistics information to obtain the object address information of the target object;

[0138] Obtain second logistics information containing the address information of the object from a preset logistics database, and set the first logistics information and the second logistics information as the logistics information of the target object.

[0139] In this embodiment, the associated object assessment device acquires the authorized enterprise logistics information of the target object to be assessed, and determines the target object's communication-specific identifier based on the address information and the communication identifier of the object to be identified in the logistics information. It then determines the candidate objects corresponding to the target object based on the communication-specific identifier and a preset database, and filters the object to be identified and the candidate objects to obtain the associated objects of the target object. This achieves the goal of obtaining the target object's communication-specific identifier based on the authorized logistics data of the target object, and filtering the target object's associated objects based on the communication-specific identifier, thus meeting the associated object identification requirements in the associated object assessment scenario.

[0140] This invention also provides an associated object evaluation device, such as... Figure 6 As shown, Figure 6 This is a schematic diagram of an embodiment of the associated object evaluation device provided in this application.

[0141] The associated object evaluation device integrates any of the associated object evaluation devices provided in the embodiments of the present invention, and the associated object evaluation device includes:

[0142] One or more processors;

[0143] Memory; and

[0144] One or more applications, wherein the one or more applications are stored in the memory and configured by the processor to perform the steps of the associated object evaluation method in any of the embodiments described above.

[0145] Specifically, the associated object evaluation device may include components such as a processor 601 with one or more processing cores, a memory 602 with one or more computer-readable storage media, a power supply 603, and an input unit 604. Those skilled in the art will understand that... Figure 6 The structure of the associated object evaluation device shown does not constitute a limitation on the associated object evaluation device. It may include more or fewer components than shown, or combine certain components, or have different component arrangements. Wherein:

[0146] The processor 601 is the control center of the associated object evaluation device. It connects various parts of the device via various interfaces and lines, and performs various functions and processes data by running or executing software programs and / or modules stored in the memory 602, and by calling data stored in the memory 602, thereby providing overall monitoring of the associated object evaluation device. Optionally, the processor 601 may include one or more processing cores; preferably, the processor 601 may integrate an application processor and a modem processor, wherein the application processor mainly handles the operating system, user interface, and applications, and the modem processor mainly handles wireless communication. It is understood that the modem processor may not be integrated into the processor 601.

[0147] The memory 602 can be used to store software programs and modules. The processor 601 executes various functional applications and data processing by running the software programs and modules stored in the memory 602. The memory 602 may mainly include a program storage area and a data storage area. The program storage area may store the operating system, application programs required for at least one function (such as sound playback function, image playback function, etc.), etc.; the data storage area may store data created based on the evaluation of device usage by associated objects, etc. In addition, the memory 602 may include high-speed random access memory, and may also include non-volatile memory, such as at least one disk storage device, flash memory device, or other volatile solid-state storage device. Accordingly, the memory 602 may also include a memory controller to provide the processor 601 with access to the memory 602.

[0148] The associated object evaluation device also includes a power supply 603 that supplies power to various components. Preferably, the power supply 603 can be logically connected to the processor 601 through a power management system, thereby enabling functions such as charging, discharging, and power consumption management through the power management system. The power supply 603 may also include one or more DC or AC power supplies, recharging systems, power fault detection circuits, power converters or inverters, power status indicators, and other arbitrary components.

[0149] The associated object evaluation device may also include an input unit 604, which can be used to receive input digital or character information and generate keyboard, mouse, joystick, optical or trackball signal inputs related to user settings and function control.

[0150] Although not shown, the associated object evaluation device may also include a display unit, etc., which will not be described in detail here. Specifically, in this embodiment, the processor 601 in the associated object evaluation device loads the executable files corresponding to the processes of one or more applications into the memory 602 according to the following instructions, and the processor 601 runs the applications stored in the memory 602 to realize various functions, as follows:

[0151] Obtain the logistics information of the target object;

[0152] Based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information, determine the communication-specific identifier of the target object;

[0153] Based on the preset database and the communication-specific identifier, the candidate object corresponding to the target object is determined;

[0154] The target object and the candidate objects are filtered to obtain the associated objects of the target object.

[0155] Those skilled in the art will understand that all or part of the steps in the various methods of the above embodiments can be performed by instructions, or by instructions controlling related hardware. These instructions can be stored in a computer-readable storage medium and loaded and executed by a processor.

[0156] Therefore, embodiments of the present invention provide a computer-readable storage medium, which may include: read-only memory (ROM), random access memory (RAM), a disk, or an optical disk, etc. A computer program is stored thereon, which is loaded by a processor to execute the steps in any of the associated object evaluation methods provided in the embodiments of the present invention. For example, the computer program loaded by the processor can execute the following steps:

[0157] Obtain the logistics information of the target object;

[0158] Based on the address information in the logistics information and the communication identifier of the object to be identified in the logistics information, determine the communication-specific identifier of the target object;

[0159] Based on the preset database and the communication-specific identifier, the candidate object corresponding to the target object is determined;

[0160] The target object and the candidate objects are filtered to obtain the associated objects of the target object.

[0161] In the above embodiments, the descriptions of each embodiment have different focuses. For parts not described in detail in a certain embodiment, please refer to the detailed descriptions of other embodiments above, which will not be repeated here.

[0162] In practice, each of the above units or structures can be implemented as an independent entity or can be arbitrarily combined to be implemented as the same or several entities. For the specific implementation of each of the above units or structures, please refer to the previous method embodiments, which will not be repeated here.

[0163] For details on the implementation of each of the above operations, please refer to the previous examples, which will not be repeated here.

[0164] The above provides a detailed description of an associated object evaluation method provided by the embodiments of this application. Specific examples have been used to illustrate the principles and implementation methods of the present invention. The description of the above embodiments is only for the purpose of helping to understand the method and core ideas of the present invention. At the same time, for those skilled in the art, there will be changes in the specific implementation methods and application scope based on the ideas of the present invention. Therefore, the content of this specification should not be construed as a limitation of the present invention.

Claims

1. A method for identifying associated objects, characterized in that, The method for identifying associated objects includes: Obtain logistics information of the target object; The address information in the logistics information is standardized to obtain standardized address information; Address filtering is performed based on the frequency of occurrence of the standardized address information to obtain the actual address information of the target object; Obtain the theoretical address information corresponding to the target object from the preset address database, and set the actual address information and the theoretical address information as the object address information of the target object; Extract the object to be identified from the logistics information, as well as the communication identifier of the object to be identified; Obtain the network address information of the communication identifier; Compare each of the network address information with the object address information of the target object to obtain the target network address information that is the same as the object address information; Extract the number features of the communication identifier corresponding to the target network address information to obtain the communication-specific identifier of the target object; Based on the preset database and the communication-specific identifier, the candidate object corresponding to the target object is determined; The target object and the candidate objects are filtered to obtain the associated objects of the target object.

2. The method for identifying associated objects as described in claim 1, characterized in that, The step of determining the candidate object corresponding to the target object based on the preset database and the communication-specific identifier includes: Query the preset database to obtain the first object corresponding to the communication-specific identifier, and the second object pre-associated with the target object; Set the first object and the second object as candidate objects corresponding to the target object.

3. The method for identifying associated objects as described in claim 1, characterized in that, The step of filtering the object to be identified and the candidate objects to obtain the associated objects of the target object includes: Based on the contact time between the target object and the object to be identified, and the contact time between the target object and the candidate object, filter the target object to be identified and the target candidate object; Based on the frequency of contact between the target object and the target object to be identified, and the frequency of contact between the target object and the target candidate object, the associated objects of the target object are filtered.

4. The method for identifying associated objects as described in any one of claims 1-3, characterized in that, The acquisition of logistics information of the target object includes: Obtain the logistics account corresponding to the target object, and the first logistics information associated with the logistics account; Cluster the address information in the first logistics information to obtain the object address information of the target object; Obtain second logistics information containing the address information of the object from a preset logistics database, and set the first logistics information and the second logistics information as the logistics information of the target object.

5. A device for identifying associated objects, characterized in that, The associated object identification device includes: The acquisition module is used to acquire logistics information of the target object; The identifier determination module is used to standardize the address information in the logistics information to obtain standardized address information; to filter addresses based on the frequency of occurrence of the standardized address information to obtain the actual address information of the target object; to obtain the theoretical address information corresponding to the target object from a preset address database, and to set the actual address information and the theoretical address information as the object address information of the target object; to extract the object to be identified from the logistics information, and the communication identifier of the object to be identified; to obtain the network address information where the communication identifier is located; to compare each network address information with the object address information of the target object to obtain the target network address information that is the same as the object address information; and to extract the number feature of the communication identifier corresponding to the target network address information to obtain the communication-specific identifier of the target object. The object determination module is used to determine the candidate object corresponding to the target object based on a preset database and the communication-specific identifier; The selection module is used to filter the object to be identified and the candidate objects to obtain the associated objects of the target object.

6. An associated object identification device, characterized in that, The associated object identification device includes: One or more processors; Memory; and one or more applications, wherein the one or more applications are stored in the memory and configured to be executed by the processor to implement the steps in the associated object identification method as described in any one of claims 1 to 4.

7. A computer-readable storage medium, characterized in that, It stores a computer program, which is loaded by a processor to perform the steps in the associated object identification method as described in any one of claims 1 to 4.

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