CN111681097A - Account type identification method, server, electronic equipment and system - Google Patents
Account type identification method, server, electronic equipment and system Download PDFInfo
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Abstract
The application discloses an account type identification method, a server, electronic equipment and a system, and belongs to the technical field of intelligent identification. The method comprises the following steps: receiving a resource transfer request sent by electronic equipment through a transceiver, wherein the resource transfer request carries an account identifier of a target account; acquiring account information characteristics and resource transfer characteristics of the target account from a memory based on the account identification of the target account through a processor; matching the account information characteristics and the resource transfer characteristics of the target account with the target public account characteristic library through the processor to obtain a matching result; and determining the account type of the target account according to the matching result through the processor, and processing the resource transfer request according to the account type of the target account. The account type of the target account is determined based on the account information characteristics and the resource transfer characteristics of the target account, so that the determination of the account type of the target account is more accurate, and the resource transfer success rate can be improved to a certain extent.
Description
Technical Field
The embodiment of the application relates to the technical field of intelligent identification, in particular to an account type identification method, a server, electronic equipment and a system.
Background
With the increasing competition, banks pay more and more attention to the development trend of banking business and the demand of users for the flow of funds. Therefore, a method for identifying an account type is needed to provide a targeted service for accounts of different account types.
In the related art, when a target account initiates resource transfer, a resource transfer request is sent to a server, and the resource transfer request carries account information of a collection account. And the server judges whether the account type of the collection account is a private collection account or not according to the account information of the collection account based on the bank card inquiry system. If the account type of the collection account is not a private collection account, the account type of the collection account is determined as a public collection account, and subsequent resource transfer is performed.
However, since the bank card inquiry system does not include all the account information of the private collection account, the judgment of the account type of the collection account is not accurate enough, and the resource transfer may fail, thereby reducing the success rate of the resource transfer.
Disclosure of Invention
The embodiment of the application provides an account type identification method, a server, electronic equipment and a system, which can be used for solving the problems in the related art. The technical scheme is as follows:
in a first aspect, an embodiment of the present application provides an account type identification method, where the method is applied to a server, the server is in communication connection with an electronic device through a network, the electronic device is installed with an application program for resource transfer, the server includes a transceiver, a processor, and a memory, the memory is used to store an account information feature and a resource transfer feature of a target account, and the method includes:
receiving a resource transfer request sent by the electronic equipment through the transceiver, wherein the resource transfer request carries an account identifier of the target account;
acquiring, by the processor, account information characteristics and resource transfer characteristics of the target account from the memory based on the account identifier of the target account;
matching the account information characteristic and the resource transfer characteristic of the target account with a target public account characteristic library through the processor to obtain a matching result;
and determining the account type of the target account according to the matching result through the processor, and processing the resource transfer request according to the account type of the target account.
In a possible implementation manner, before the matching the account information characteristic and the resource transfer characteristic of the target account with the target-to-public account characteristic library to obtain the matching result, the method further includes:
acquiring a resource transfer record of history to a public account, wherein the resource transfer record comprises an account identifier, an account information characteristic and a resource transfer characteristic of the history to the public account;
and updating the initial public account characteristic database based on the historical account identification, account information characteristic and resource transfer characteristic of the public account to obtain a target public account characteristic database.
In one possible implementation, the target-to-public account feature library includes a static feature library including account information features and a dynamic feature library including resource transfer features;
matching the account information characteristic and the resource transfer characteristic of the target account with a target public account characteristic library to obtain a matching result, wherein the matching result comprises the following steps:
responding to the matching of any one of the account information characteristics of the target account and the account information characteristics in the static characteristic library of the target-to-public account characteristic library, and matching of any one of the resource transfer characteristics of the target account and the resource transfer characteristics in the dynamic characteristic library of the target-to-public account characteristic library to obtain a first matching result;
according to the matching result, determining the account type of the target account, including:
and determining the account type of the target account as a public account according to the first matching result.
In a possible implementation manner, the matching the account information feature and the resource transfer feature of the target account with the target-to-public account feature library to obtain a matching result includes:
responding to the matching of any one of the account information characteristics of the target account and the account information characteristics in the static characteristic library of the target-to-public account characteristic library, wherein the characteristics in the resource transfer characteristics of the target account are not matched with the resource transfer characteristics in the dynamic characteristic library of the target-to-public account characteristic library, and obtaining a second matching result;
according to the matching result, determining the account type of the target account, including:
and determining the account type of the target account as a private account according to the second matching result.
In one possible implementation, the method further includes:
obtaining a third matching result in response to the account identifier of the target account being consistent with the account identifier of any account in the target-to-public account feature library;
the determining the account type of the target account according to the matching result comprises the following steps:
and according to the third matching result, determining the account type of the target account as a public account.
In a possible implementation manner, after determining the account type of the target account according to the matching result, the method further includes:
and in response to the fact that the account type of the target account is a public account, updating the target public account feature library based on the account identification, the account information feature and the resource transfer feature of the target account to obtain an updated target public account feature library.
In a possible implementation manner, the account information characteristic includes at least one of a bank to which the account belongs and an account name of the account;
the resource transfer characteristics comprise at least one of resource transfer periodicity characteristics, resource transfer remark semantic characteristics and resource transfer interval characteristics of the account.
In a second aspect, an embodiment of the present application provides an account type identification method, where the method is applied to an electronic device, the electronic device is in communication connection with a server through a network, an application program for resource transfer is installed on the electronic device, the electronic device includes a transceiver, a processor, and a display device, and the method includes:
displaying an interface of the resource transfer application program through the display device, wherein a resource transfer button is displayed on the interface;
responding to a selection instruction of the resource transfer button through the processor, and acquiring a resource transfer request, wherein the resource transfer request carries an account identifier of the target account;
and sending the resource transfer request to the server through the transceiver, and determining the account type of the target account by the server based on the account identification of the target account carried in the resource transfer request.
In a third aspect, an embodiment of the present application provides an apparatus for identifying an account type, where the apparatus includes:
a receiving module, configured to receive a resource transfer request sent by the electronic device, where the resource transfer request carries an account identifier of the target account;
the acquisition module is used for acquiring the account information characteristic and the resource transfer characteristic of the target account from the memory based on the account identification of the target account;
the matching module is used for matching the account information characteristics and the resource transfer characteristics of the target account with the target public account characteristic library to obtain a matching result;
the determining module is used for determining the account type of the target account according to the matching result;
and the processing module is used for processing the resource transfer request according to the account type of the target account.
In a possible implementation manner, the obtaining module is further configured to obtain a resource transfer record of a history to a public account, where the resource transfer record includes an account identifier, an account information feature, and a resource transfer feature of the history to the public account;
the device also includes:
and the updating module is used for updating the initial public account feature library based on the historical account identification, account information feature and resource transfer feature of the public account to obtain a target public account feature library.
In one possible implementation, the target-to-public account feature library includes a static feature library including account information features and a dynamic feature library including resource transfer features;
the matching module is used for responding to the matching of any one of the account information characteristics of the target account with the account information characteristics in the static characteristic library of the target-to-public account characteristic library, and the matching of any one of the resource transfer characteristics of the target account with the resource transfer characteristics in the dynamic characteristic library of the target-to-public account characteristic library to obtain a first matching result;
the determining module is used for determining the account type of the target account as a public account according to the first matching result.
In a possible implementation manner, the matching module is configured to obtain a second matching result in response to that any one of the account information features of the target account matches an account information feature in a static feature library of the target-to-public account feature library, and a feature in the resource transfer feature of the target account does not match a resource transfer feature in a dynamic feature library of the target-to-public account feature library;
and the determining module is used for determining the account type of the target account as a private-to-private account according to the second matching result.
In a possible implementation manner, the matching module is further configured to obtain a third matching result in response to that the account identifier of the target account is consistent with the account identifier of any account in the target-to-public account feature library;
the determining module is further configured to determine, according to the third matching result, that the account type of the target account is a public account.
In a possible implementation manner, the updating module is further configured to update the target-to-public-account feature library based on the account identifier, the account information feature, and the resource transfer feature of the target account in response to that the account type of the target account is a target-to-public account, so as to obtain the updated target-to-public-account feature library.
In a possible implementation manner, the account information characteristic includes at least one of a bank to which the account belongs and an account name of the account;
the resource transfer characteristics comprise at least one of resource transfer periodicity characteristics, resource transfer remark semantic characteristics and resource transfer interval characteristics of the account.
In a fourth aspect, an embodiment of the present application provides an apparatus for identifying an account type, where the apparatus includes:
the display module is used for displaying an interface of the resource transfer application program, and a resource transfer button is displayed on the interface;
the acquisition module is used for responding to the selection instruction of the resource transfer button and acquiring a resource transfer request, wherein the resource transfer request carries the account identifier of the target account;
and the sending module is used for sending the resource transfer request to the server, and the server determines the account type of the target account based on the account identification of the target account carried in the resource transfer request.
In a fifth aspect, a server is provided, the server being in communication connection with an electronic device via a network, the electronic device having an application program installed thereon for resource transfer, the server including a transceiver, a processor, and a memory;
the memory is used for storing the account information characteristics and the resource transfer characteristics of the target account;
the transceiver is configured to receive a resource transfer request sent by the electronic device, where the resource transfer request carries an account identifier of the target account;
the processor is used for acquiring the account information characteristic and the resource transfer characteristic of the target account from the memory based on the account identification of the target account;
the processor is also used for matching the account information characteristic and the resource transfer characteristic of the target account with a target public account characteristic library to obtain a matching result;
the processor is further configured to determine an account type of the target account according to the matching result, and process the resource transfer request according to the account type of the target account.
In a sixth aspect, an electronic device is provided, the electronic device and a server are in communication connection via a network, an application program for resource transfer is installed on the electronic device, and the electronic device includes a transceiver, a processor and a display device;
the display device is used for displaying an interface of the resource transfer application program, and a resource transfer button is displayed on the interface;
the processor is configured to respond to a selection instruction of the resource transfer button, and acquire a resource transfer request, where the resource transfer request carries an account identifier of the target account;
the transceiver is configured to send the resource transfer request to the server, and the server determines an account type of the target account based on an account identifier of the target account carried in the resource transfer request.
In a seventh aspect, an account type identification system is provided, where the account type identification system includes a server and an electronic device, where the server is configured to execute the account type identification method provided by the first aspect or any possible implementation manner of the first aspect, and the electronic device is configured to execute the account type identification method provided by the target aspect or any possible implementation manner of the target aspect.
In an eighth aspect, there is further provided a computer-readable storage medium having at least one program code stored therein, which when loaded and executed by a processor of a server, enables the server to perform the method for identifying an account type provided by the first aspect or any one of the possible implementations of the first aspect; the at least one program code, when loaded and executed by a processor of the electronic device, enables the electronic device to perform the method of identifying an account type as provided by the above object aspect or any one of its possible implementations.
The technical scheme provided by the embodiment of the application at least has the following beneficial effects:
according to the technical scheme provided by the embodiment of the application, the account information characteristic and the resource transfer characteristic of the target account carried in the resource transfer request are obtained in the storage, and the account information characteristic and the resource transfer characteristic of the target account are matched with the target-to-public account characteristic library, so that the account type of the target account is obtained. The account type of the target account is determined based on the account information characteristics and the resource transfer characteristics of the target account, so that the account type of the target account is more accurately determined, and the resource transfer success rate can be improved to a certain extent.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic diagram of an implementation environment of an account type identification method provided in an embodiment of the present application;
FIG. 2 is a flowchart of a method for identifying an account type according to an embodiment of the present disclosure;
FIG. 3 is a flowchart of an account type identification process and a resource transfer process according to an embodiment of the present disclosure;
fig. 4 is a schematic structural diagram of an account type identification apparatus provided in an embodiment of the present application;
fig. 5 is a schematic structural diagram of an account type identification device provided in an embodiment of the present application;
fig. 6 is a schematic structural diagram of a server provided in an embodiment of the present application;
fig. 7 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.
Fig. 1 is a schematic diagram of an implementation environment of an account type identification method provided in an embodiment of the present application, and as shown in fig. 1, the implementation environment includes: a server 101 and an electronic device 102.
The server 101 may be one server or a server cluster including a plurality of servers. The server 101 may be at least one of a cloud computing platform and a virtualization center, which is not limited in this embodiment of the present application. The server 101 is configured to receive a resource transfer request sent by the electronic device, acquire account information characteristics and resource transfer characteristics of a target account based on an account identifier of the target account carried in the resource transfer request, and match the account information characteristics and the resource transfer characteristics of the target account with a target-to-public account characteristic library to obtain a matching result; and determining the account type of the target account according to the matching result. Of course, the server 101 may also include other functional servers to provide more comprehensive and diversified services.
The electronic device 102 may be at least one of a smart phone, a game console, a desktop computer, a tablet computer, an MP3(Moving Picture Experts Group Audio Layer III) player, an MP4(Moving Picture Experts Group Audio Layer IV) player, and a laptop computer. The electronic device 102 is connected to the server 101 through a wired network or a wireless network, and an application program for resource transfer is installed in the electronic device 102. The display device of the electronic device 102 may display an interface of the resource transfer application, where a resource transfer button is displayed on the interface, and in response to a selection instruction of the resource transfer button, obtain a resource transfer request, where the resource transfer request carries an account identifier of the target account. The electronic device 102 sends the resource transfer request to the server 101, and the server 101 determines the account type of the target account based on the account identifier of the target account carried in the resource transfer request.
Based on the above implementation environment, the present application provides a method for identifying an account type, which is illustrated by the interaction between the server 101 and the electronic device 102 in fig. 1, taking a flowchart of the method for identifying an account type provided by the present application as an example shown in fig. 2. The server 101 and the electronic device 102 are communicatively connected via a network. The server 101 includes a transceiver, a processor, and a memory, the memory of the server for storing account information features and resource transfer features for the target account. An application for resource transfer is installed on the electronic device 102, and the electronic device 102 includes a transceiver, a processor, and a display device. As shown in fig. 2, the method comprises the steps of:
in step 201, the electronic device displays an interface of the resource transfer application program through the display device, and a resource transfer button is displayed on the interface.
In this embodiment of the present application, the electronic device and the server are in communication connection through a wired network or a wireless network, and an application program for resource transfer is installed and run on the electronic device. The user may click the resource transfer application program in the electronic device, and after the electronic device detects the click operation of the user, the resource transfer application program is opened in response to the click operation of the user, that is, an interface of the resource transfer application program is displayed through the display device, and a resource transfer button may be displayed in the interface of the resource transfer application program. For example, the resource transfer button is used to trigger a resource transfer operation, the interface of the resource transfer application may display other contents besides the resource transfer button, and the content displayed by the interface is not limited in the embodiment of the present application.
In step 202, the electronic device, through the processor, responds to a selection instruction of the resource transfer button to obtain a resource transfer request, where the resource transfer request carries an account identifier of the target account.
In an exemplary embodiment, the target account is a collection account, the account identifier of the target account may be an account number of the target account, or may be other types of account identifiers, and the type of the account identifier is not limited in this embodiment of the application.
In the embodiment of the application, a user needs to input an account identifier of a target account in an interface of the resource transfer application program, and when the user clicks a resource transfer button in the interface of the resource transfer application program, after detecting that the user clicks the resource transfer button, the electronic device obtains a resource transfer request, where the resource transfer request carries the account identifier of the target account.
In a possible implementation manner, the account identifier of the target account is an account number of the target account, the user inputs the account number of the target account in the interface of the resource transfer application program, and when the user clicks a resource transfer button in the interface of the resource transfer application program, the electronic device detects an operation of the user clicking the resource transfer button, and obtains a resource transfer request corresponding to the user, where the resource transfer request carries the account number of the target account.
In step 203, the electronic device sends a resource transfer request to the server through the transceiver.
In this embodiment of the application, after acquiring the resource transfer request in step 202, the electronic device may directly send the resource transfer request to the server through the transceiver of the electronic device. Or after receiving the acquisition request sent by the server, sending the resource transfer request to the server. The sending opportunity of the resource transfer request is not limited in the embodiment of the present application.
In step 204, the server receives, through the transceiver, a resource transfer request sent by the electronic device, where the resource transfer request carries an account identifier of the target account.
In the embodiment of the application, the server receives the resource transfer request sent by the electronic device through the transceiver, and the server can analyze the resource transfer request to obtain the account identifier of the target account carried in the resource transfer request. For example, the account identifier of the target account carried in the resource transfer request is an account number of the target account, and the server may analyze the resource transfer request to obtain the account number of the target account carried in the resource transfer request.
In step 205, the server obtains, by the processor, the account information characteristic and the resource transfer characteristic of the target account from the memory based on the account identification of the target account.
In an exemplary embodiment, the account information characteristics and the resource transfer characteristics of the target account may be stored in a memory of the server. In one possible implementation, the account information characteristic of the target account includes at least one of a bank to which the account belongs and an account name of the account. The bank to which the target account belongs may be represented by a character type, for example, 0001 may represent that the target account belongs to a first bank, 0002 may represent that the target account belongs to a second bank, and of course, the bank to which the target account belongs may be represented by other representation manners. The account name of the account may be a company name or a user name. The embodiment of the present application does not limit this. The resource transfer characteristics of the target account comprise at least one of resource transfer periodicity characteristics, resource transfer remark semantic characteristics and resource transfer interval characteristics of the target account. The resource transfer periodicity is characterized by a resource transfer cycle time, and is used to instruct a user to perform resource transfer in each target time period, where the target time period may be 10 days or 20 days, and the length of the target time period is not limited in the embodiment of the present application. The resource transfer remark semantic features are remark characters input by a user during resource transfer, and the remark characters can be used as a resource transfer certificate. The resource transfer interval is characterized by a money amount range calculated according to the money amount of each time the user transfers the resource.
In one possible implementation manner, the process of obtaining the account information feature and the resource transfer feature of the target account is as follows: the memory of the server may store account information characteristics and resource transfer characteristics of each target account. Each target account has a unique account identifier corresponding to the target account, when the server receives a resource transfer request sent by the electronic device, the server analyzes the resource transfer request to obtain the account identifier of the target account carried in the resource transfer request, and based on the account identifier of the target account, the server obtains the account information characteristic and the resource transfer characteristic of the target account.
In a possible implementation manner, the server may have any one of the following storage manners to store the account information feature and the resource transfer feature of the target account:
the first storage mode is that the server divides the storage space into a plurality of target first storage spaces, each first storage space is used for storing the account information characteristic and the resource transfer characteristic of one target account, and the name of each first storage space is represented by the account identification of the target account stored in the first storage space.
In the first storage manner, the process of the server acquiring the account information characteristic and the resource transfer characteristic of the target account is as follows: the server firstly determines a first storage space corresponding to the account identification based on the account identification of the target account, so as to obtain account information characteristics and resource transfer characteristics of the target account in the first storage space.
In the second storage mode, the server divides the storage space into a second storage space and a third storage space, wherein the second storage space is used for storing the account information characteristics of the account, and the third storage space is used for storing the resource transfer characteristics of the account. The account information characteristic and the resource transfer characteristic are associated with the account identifier or have a corresponding relationship.
In the second storage manner, the process of the server acquiring the account information characteristic and the resource transfer characteristic of the target account is as follows: the server firstly obtains the account information characteristics of the target account from the second storage space based on the account identification of the target account, and then obtains the resource transfer characteristics of the target account from the third storage space based on the account identification of the target account, so that the account information characteristics and the resource transfer characteristics of the target account can be obtained.
It should be noted that the server may select any one of the storage manners described above to store the account information feature and the resource transfer feature of the target account, which is not limited in this embodiment of the application.
In step 206, the server matches the account information characteristics and resource transfer characteristics of the target account with the target-to-public account characteristic library via the processor to obtain a matching result.
In a possible implementation manner, before the server matches the account information feature and the resource transfer feature of the target account with the target-to-public account feature library, the server further needs to obtain the target-to-public account feature library, and the process of obtaining the target-to-public account feature library includes the following steps:
step 2061, obtaining a resource transfer record of the history to the public account, wherein the resource transfer record comprises an account identifier, an account information characteristic and a resource transfer characteristic of the history to the public account.
In one possible implementation, the historical-to-public account is an account of which the account type in the historical resource transfer record is a public account. For example, the obtained history includes a first public account, a second public account, and a third public account for the public account. The account information characteristic of the public account I is a first bank, and the resource transfer amount in the resource transfer characteristic is 4000 yuan; the account information characteristic of the second public account is that of the second bank, the resource transfer amount in the resource transfer characteristic is 5000 yuan, the account information characteristic of the third public account is that of the first bank, and the resource transfer amount in the resource transfer characteristic is 3000 yuan.
Step 2062, updating the initial public account feature library based on the historical public account identification, account information features and resource transfer features to obtain a target public account feature library.
In a possible implementation manner, the initial public account feature library is updated according to the account identifier, the account information feature and the resource transfer feature of the historical public account, so that a target public account feature library is obtained. The initial public account characteristic library can comprise account identification, account information characteristics and resource transfer characteristics of the public accounts in the target time period. And if the initial public account characteristic library does not comprise the account identification of the first public account, adding the account identification of the first public account, the account information characteristic and the resource transfer characteristic into the initial public account characteristic library. If the account identification of the first public account is included in the initial public-to-public-account feature library, the account identification of the first public account, the account information feature and the resource transfer feature do not need to be added into the initial public-to-public-account feature library. And sequentially identifying the historical public accounts according to the method, and updating the initial public account characteristic library, so that the target public account characteristic library can be obtained.
In a possible implementation manner, after the target-to-public account feature library is obtained, since the public account included in the target-to-public account feature library is changed, the resource transfer interval in the resource transfer feature of the target-to-public account is also changed, and therefore, the resource transfer amount corresponding to the public account included in the target-to-public account feature library is calculated based on the resource transfer amount corresponding to the public account included in the target-to-public account feature library, so that the resource transfer interval corresponding to the target-to-public account feature library is obtained. The resource transfer amount of the public account is subject to normal distribution, the confidence level is 95%, and the resource transfer interval M can be calculated according to the following formula (1):
M∈(μ-1.96σ，μ+1.96σ) (1)
in the above formula (1), μ is the mean value of the resource transfer amount to the public account in the target-to-public account feature library, and σ is the standard deviation of the resource transfer amount to the public account in the target-to-public account feature library.
Illustratively, the target public-to-public account feature library includes the first public account, the second public account, and the third public account acquired in the step 2061. Calculating the average value mu of the resource transfer amounts of the three pairs of public accounts to be 4000, and calculating the standard deviation sigma of the resource transfer amounts of the three pairs of public accounts to be 471, so that the resource transfer interval of the target pair of public accounts is M epsilon (3076, 4923).
In a possible implementation manner, the target account feature library includes a static feature library and a dynamic feature library, where the static feature library includes account information features, and the dynamic feature library includes resource transfer features.
In one possible implementation, the server matches the account information characteristics and the resource transfer characteristics of the target account with the target-to-public account characteristic library to obtain a matching result, which includes but is not limited to the following three cases:
in case one, a first matching result is obtained in response to that any one of the account information features of the target account is matched with the account information feature in the static feature library of the target-to-public account feature library, and any one of the resource transfer features of the target account is matched with the resource transfer feature in the dynamic feature library of the target-to-public account feature library.
Illustratively, account information characteristics in the static characteristic library of the target-to-public account are taken as the first bank of the bank action to which the account belongs, and resource transfer characteristics in the dynamic characteristic library of the target-to-public account are taken as resource transfer intervals (3076, 4923) yuan. For example, the account information characteristic of the target account is that the account belongs to the first bank of the bank, and the resource transfer characteristic of the target account is that the resource transfer amount is 4500 yuan. The bank in the account information characteristic of the target account is matched with the bank in the account information characteristic of the static characteristic library of the target public account pair characteristic library, and the resource transfer amount in the resource transfer characteristic of the target account is matched with the resource transfer interval in the resource transfer characteristic of the dynamic characteristic library of the target public account pair characteristic library, so that a first matching result is obtained.
It should be noted that the first matching result can be obtained as long as any one of the account information features of the target account matches the account information features in the static feature library of the target-to-public account, and any one of the resource transfer features of the target account matches the resource transfer features in the dynamic feature library of the target-to-public account. The embodiment of the present application is described by taking the bank matching and the resource transfer interval matching as examples, and is not intended to limit the present application.
And secondly, responding to the fact that any one of the account information characteristics of the target account is matched with the account information characteristics in the static characteristic library of the target-to-public account characteristic library, and the characteristics in the resource transfer characteristics of the target account are not matched with the resource transfer characteristics in the dynamic characteristic library of the target-to-public account characteristic library, so that a second matching result is obtained.
Illustratively, account information characteristics in the static characteristic library of the target-to-public account are taken as the first bank of the bank action to which the account belongs, and resource transfer characteristics in the dynamic characteristic library of the target-to-public account are taken as resource transfer intervals (3076, 4923) yuan. For example, the account information characteristic of the target account is that the bank to which the account belongs is the first bank, and the resource transfer characteristic of the target account is that the resource transfer amount is 3000 yuan. And the bank in the account information characteristic of the target account is matched with the bank in the account information characteristic of the static characteristic library of the target public account pair characteristic library, and the resource transfer amount in the resource transfer characteristic of the target account is not matched with the resource transfer interval in the resource transfer characteristic of the dynamic characteristic library of the target public account pair characteristic library, so that a second matching result is obtained.
It should be noted that the first matching result can be obtained as long as any one of the account information features of the target account matches with the account information features in the static feature library of the target-to-public account, and any one of the resource transfer features of the target account does not match with the resource transfer features in the dynamic feature library of the target-to-public account. The embodiment of the present application only uses the matching of the bank, but the resource transfer interval is not matched as an example for description, and is not used to limit the present application.
And thirdly, determining a matching result of the target account and the target public account feature library based on the account identification of the target account.
And obtaining a third matching result in response to the account identification of the target account being consistent with the account identification of any one account in the target-to-public account feature library.
Illustratively, the account id of the target account is 123456789, and the account id of the target-to-public account feature library includes the account id of 123456789, so a third matching result is obtained.
It should be noted that, in the exemplary embodiment, the matching process in the third case may be preferentially performed, and if the account id of the target account matches with the account id in the target-to-public account feature library, the matching process in the first case and the matching process in the second case need not be performed, and the third matching result is directly obtained. If the account identifier of the target account is inconsistent with the account identifier in the target-to-public account feature library, performing a matching process in the first case and the second case, that is, determining whether the features in the account information features of the target account are matched with the account information features in the static feature library of the target-to-public account feature library. And if so, determining whether the resource transfer characteristics of the target account are matched with the resource transfer characteristics in the dynamic characteristic library of the target-to-public account characteristic library. And if the matching is carried out, obtaining a first matching result. If not, a second matching result is obtained.
In step 207, the server determines the account type of the target account according to the matching result, and processes the resource transfer request according to the account type of the target account.
In this embodiment of the application, based on the matching result between the target account and the target-to-public account feature library obtained in step 207, the account type of the target account is determined, and there may be the following three cases:
in case one, the matching result between the target account and the target-to-public account feature library is a first matching result, and the account type of the target account is determined as the to-public account.
And in the second situation, the matching result between the target account and the target public account feature library is a second matching result, and the account type of the target account is determined as a private account.
And thirdly, the matching result between the target account and the target public account characteristic library is a third matching result, and the account type of the target account is determined as a public account.
In a possible implementation manner, in response to that the account type of the target account is a public account, the target public account feature library is updated based on the account identifier, the account information feature and the resource transfer feature of the target account, so as to obtain an updated target public account feature library. The process of updating the target public account feature library is the same as the process of updating the initial public account feature library according to the history in step 206, and is not described herein again.
In one possible implementation manner, after the server determines the account type of the target account, the following process may be performed to process the resource transfer request according to the account type of the target account: and determining a target resource transfer channel corresponding to the account type based on the account type of the target account, and completing resource transfer of the target account in the target resource transfer channel. Illustratively, based on the account type of the target account being a public account, a first resource transfer channel is matched for the target account, and the resource transfer to the target account is completed in the first resource transfer channel. And matching a second resource transfer channel for the target account based on that the account type of the target account is a private account, and completing resource transfer of the target account in the second resource transfer channel.
Fig. 3 is a schematic flowchart illustrating an account type identification process and a resource transfer process according to an embodiment of the present application. In fig. 3, a server receives a resource transfer request sent by an electronic device, determines an account type of a target account as a public account in response to that an account identifier of the target account carried in the resource transfer request is consistent with an account identifier in a target-to-public account feature library, and performs resource transfer in a target resource transfer channel corresponding to the public account.
Under the premise that the account identification of the target account carried in the resource transfer request is inconsistent with the account identification in the target-to-public account feature library, in response to the fact that any one of the account information features of the target account is matched with the account information feature of the static feature library of the target-to-public account feature library and any one of the resource transfer features of the target account is matched with the resource transfer feature of the dynamic feature library of the target-to-public account feature library, determining the account type of the target account as a pair-to-public account, and performing resource transfer in a target resource transfer channel corresponding to the pair-to-public account.
And in response to the fact that any one of the account information characteristics of the target account is matched with the account information characteristics in the static characteristic library of the target public account, and any one of the resource transfer characteristics of the target account is not matched with the resource transfer characteristics in the dynamic characteristic library of the target public account, inquiring in the private account characteristic library, if the inquiry is successful, determining the account type of the target account as a private account, and transferring the resources in a target resource transfer channel corresponding to the private account. And if the resource transfer is successful in the target resource transfer channel corresponding to the public account, updating the target-to-public account feature library, and if the resource transfer is successful in the target resource transfer channel corresponding to the private account, updating the private account feature library.
According to the method, the account information characteristic and the resource transfer characteristic of the target account carried in the resource transfer request are obtained in the storage, and the account information characteristic and the resource transfer characteristic of the target account are matched with the target-to-public account characteristic library, so that the account type of the target account is obtained. The account type of the target account is determined based on the account information characteristics and the resource transfer characteristics of the target account, so that the account type of the target account is more accurately determined, and the resource transfer success rate can be improved to a certain extent. And the public account feature library of the target can be updated based on the account information features and the resource transfer features of the target account, so that the account type can be identified more accurately.
Fig. 4 is a schematic structural diagram of an account type identification apparatus according to an embodiment of the present application, and as shown in fig. 4, the apparatus includes:
a receiving module 401, configured to receive a resource transfer request sent by the electronic device, where the resource transfer request carries an account identifier of the target account;
an obtaining module 402, configured to obtain, from the storage, an account information feature and a resource transfer feature of the target account based on the account identifier of the target account;
the matching module 403 is configured to match the account information characteristics and the resource transfer characteristics of the target account with the target-to-public account characteristic library to obtain a matching result;
a determining module 404, configured to determine an account type of the target account according to the matching result;
and the processing module 405 is configured to process the resource transfer request according to the account type of the target account.
In a possible implementation manner, the obtaining module 402 is further configured to obtain a resource transfer record of a history to a public account, where the resource transfer record includes an account identifier, an account information feature, and a resource transfer feature of the history to the public account;
the device also includes:
and the updating module is used for updating the initial public account feature library based on the historical account identification, account information feature and resource transfer feature of the public account to obtain a target public account feature library.
In one possible implementation, the target-to-public account feature library includes a static feature library including account information features and a dynamic feature library including resource transfer features;
the matching module 403 is configured to obtain a first matching result in response to that any one of the account information features of the target account matches an account information feature in the static feature library of the target-to-public account feature library, and any one of the resource transfer features of the target account matches a resource transfer feature in the dynamic feature library of the target-to-public account feature library;
the determining module 404 is configured to determine that the account type of the target account is a public account according to the first matching result.
In a possible implementation manner, the matching module 403 is configured to obtain a second matching result in response to that any one of the account information features of the target account matches an account information feature in the static feature library of the target-to-public account feature library, and a feature in the resource transfer feature of the target account does not match a resource transfer feature in the dynamic feature library of the target-to-public account feature library;
the determining module 404 is configured to determine, according to the second matching result, that the account type of the target account is a private-to-private account.
In a possible implementation manner, the matching module 403 is further configured to obtain a third matching result in response to that the account identifier of the target account is consistent with the account identifier of any account in the target-to-public account feature library;
the determining module 404 is further configured to determine, according to the third matching result, that the account type of the target account is a public account.
In a possible implementation manner, the updating module is further configured to update the target-to-public-account feature library based on the account identifier, the account information feature, and the resource transfer feature of the target account in response to that the account type of the target account is a target-to-public account, so as to obtain the updated target-to-public-account feature library.
In a possible implementation manner, the account information characteristic includes at least one of a bank to which the account belongs and an account name of the account;
the resource transfer characteristics comprise at least one of resource transfer periodicity characteristics, resource transfer remark semantic characteristics and resource transfer interval characteristics of the account.
The device obtains the account information characteristics and the resource transfer characteristics of the target account carried in the resource transfer request from the memory, and matches the account information characteristics and the resource transfer characteristics of the target account with the target-to-public account characteristic library to obtain the account type of the target account. The account type of the target account is determined based on the account information characteristics and the resource transfer characteristics of the target account, so that the account type of the target account is more accurately determined, and the resource transfer success rate can be improved to a certain extent.
Fig. 5 is a schematic structural diagram of an account type identification apparatus according to an embodiment of the present application, and as shown in fig. 5, the apparatus includes:
a display module 501, configured to display an interface of the resource transfer application, where a resource transfer button is displayed on the interface;
an obtaining module 502, configured to obtain a resource transfer request in response to a selection instruction of the resource transfer button, where the resource transfer request carries an account identifier of the target account;
a sending module 503, configured to send the resource transfer request to the server, where the server determines the account type of the target account based on the account identifier of the target account carried in the resource transfer request.
The device obtains the resource transfer request, sends the resource transfer request to the server, and the server determines the account type of the target account based on the account identification of the target account carried in the resource transfer request.
It should be noted that: the account type identification device provided in the above embodiment is only illustrated by dividing the functional modules when identifying the account type, and in practical applications, the function distribution may be completed by different functional modules according to needs, that is, the internal structure of the device may be divided into different functional modules to complete all or part of the functions described above. In addition, the account type identification device provided in the above embodiments and the account type identification method embodiments belong to the same concept, and specific implementation processes thereof are described in the method embodiments and are not described herein again.
Fig. 6 is a schematic structural diagram of a server according to an embodiment of the present application. The server is in communication connection with an electronic device through a network, an application program for resource transfer is installed on the electronic device, and the server comprises a transceiver 601, a processor 602 and a memory 603;
the memory 603 is used for storing the account information characteristics and the resource transfer characteristics of the target account;
the transceiver 601 is configured to receive a resource transfer request sent by the electronic device, where the resource transfer request carries an account identifier of the target account;
the processor 602, configured to obtain, from the memory, the account information characteristic and the resource transfer characteristic of the target account based on the account identifier of the target account;
the processor 602 is further configured to match the account information characteristic and the resource transfer characteristic of the target account with a target-to-public account characteristic library to obtain a matching result;
the processor 602 is further configured to determine an account type of the target account according to the matching result, and process the resource transfer request according to the account type of the target account.
In a possible implementation manner, the processor 602 is further configured to obtain a resource transfer record of a historical public account, where the resource transfer record includes an account identifier, an account information feature, and a resource transfer feature of the historical public account; and updating the initial public account characteristic database based on the historical account identification, account information characteristic and resource transfer characteristic of the public account to obtain a target public account characteristic database.
In one possible implementation, the target-to-public account feature library includes a static feature library including account information features and a dynamic feature library including resource transfer features;
the processor 602, configured to obtain a first matching result in response to any one of the account information features of the target account matching an account information feature in the static feature library of the target-to-public account feature library, and any one of the resource transfer features of the target account matching a resource transfer feature in the dynamic feature library of the target-to-public account feature library; and determining the account type of the target account as a public account according to the first matching result.
In one possible implementation manner, the processor 602 is configured to obtain a second matching result in response to that any one of the account information features of the target account matches an account information feature in the static feature library of the target-to-public account feature library, and a feature in the resource transfer feature of the target account does not match a resource transfer feature in the dynamic feature library of the target-to-public account feature library; and determining the account type of the target account as a private account according to the second matching result.
In a possible implementation manner, the processor 602 is further configured to obtain a third matching result in response to the account identifier of the target account being consistent with the account identifier of any one account in the target-to-public account feature library; and according to the third matching result, determining the account type of the target account as a public account.
In a possible implementation manner, the processor 602 is further configured to, in response to that the account type of the target account is a pair public account, update the target pair public account feature library based on the account identifier of the target account, the account information feature, and the resource transfer feature, and obtain the target pair public account feature library after the update.
In a possible implementation manner, the account information characteristic includes at least one of a bank to which the account belongs and an account name of the account; the resource transfer characteristics comprise at least one of resource transfer periodicity characteristics, resource transfer remark semantic characteristics and resource transfer interval characteristics of the account.
Fig. 7 is a schematic structural diagram of an electronic device according to an embodiment of the present application. The electronic device and the server are in communication connection through a network, an application program for resource transfer is installed on the electronic device, and the electronic device comprises a transceiver 701, a processor 702 and a display device 703;
the display device 703 is configured to display an interface of the resource transfer application, where a resource transfer button is displayed on the interface;
the processor 702 is configured to, in response to the selection instruction of the resource transfer button, obtain a resource transfer request, where the resource transfer request carries an account identifier of the target account;
the transceiver 701 is configured to send the resource transfer request to the server, and the server determines the account type of the target account based on the account identifier of the target account carried in the resource transfer request.
In an exemplary embodiment, there is also provided a computer readable storage medium having at least one program code stored therein, the at least one program code being loaded and executed by a processor of a computer device to implement any of the above-mentioned account type identification methods.
Alternatively, the computer-readable storage medium may be a Read-Only Memory (ROM), a Random Access Memory (RAM), a Compact Disc Read-Only Memory (CD-ROM), a magnetic tape, a floppy disk, an optical data storage device, and the like.
It should be understood that reference to "a plurality" herein means two or more. "and/or" describes the association relationship of the associated objects, meaning that there may be three relationships, e.g., a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. The character "/" generally indicates that the former and latter associated objects are in an "or" relationship.
The above-mentioned serial numbers of the embodiments of the present application are merely for description and do not represent the merits of the embodiments.
The above description is only exemplary of the present application and is not intended to limit the present application, and any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the protection scope of the present application.
Claims (11)
1. The method for identifying the account type is applied to a server, the server is in communication connection with an electronic device through a network, an application program for resource transfer is installed on the electronic device, the server comprises a transceiver, a processor and a memory, the memory is used for storing account information characteristics and resource transfer characteristics of a target account, and the method comprises the following steps:
receiving a resource transfer request sent by the electronic equipment through the transceiver, wherein the resource transfer request carries an account identifier of the target account;
obtaining, by the processor, account information features and resource transfer features of the target account from the memory based on the account identification of the target account;
matching the account information characteristics and the resource transfer characteristics of the target account with a target public account characteristic library through the processor to obtain a matching result;
and determining the account type of the target account according to the matching result through the processor, and processing the resource transfer request according to the account type of the target account.
2. The method of claim 1, wherein before matching the account information characteristic and the resource transfer characteristic of the target account with the target-to-public account characteristic library to obtain a matching result, the method further comprises:
acquiring a resource transfer record of history to a public account, wherein the resource transfer record comprises account identification, account information characteristics and resource transfer characteristics of the history to the public account;
and updating the initial public account characteristic database based on the historical public account identification, account information characteristic and resource transfer characteristic of the public account to obtain a target public account characteristic database.
3. The method of claim 1, wherein the target-to-public account feature library comprises a static feature library comprising account information features and a dynamic feature library comprising resource transfer features;
the matching of the account information characteristic and the resource transfer characteristic of the target account with the target-to-public account characteristic library to obtain a matching result comprises the following steps:
responding to the fact that any one of the account information features of the target account is matched with the account information feature in the static feature library of the target-to-public account feature library, and any one of the resource transfer features of the target account is matched with the resource transfer feature in the dynamic feature library of the target-to-public account feature library, and obtaining a first matching result;
determining the account type of the target account according to the matching result, wherein the determining comprises:
and determining the account type of the target account as a public account according to the first matching result.
4. The method of claim 1, wherein matching the account information characteristics and the resource transfer characteristics of the target account with a target-to-public account characteristic library to obtain a matching result comprises:
responding to the fact that any one of the account information features of the target account is matched with the account information feature in the static feature library of the target-to-public account feature library, and the feature in the resource transfer feature of the target account is not matched with the resource transfer feature in the dynamic feature library of the target-to-public account feature library, and obtaining a second matching result;
determining the account type of the target account according to the matching result, wherein the determining comprises:
and determining the account type of the target account as a private account according to the second matching result.
5. The method of claim 1, further comprising:
obtaining a third matching result in response to the account identification of the target account being consistent with the account identification of any account in the target public account feature library;
determining the account type of the target account according to the matching result, wherein the determining comprises:
and determining the account type of the target account as a public account according to the third matching result.
6. The method according to any one of claims 1-5, wherein after determining the account type of the target account according to the matching result, the method further comprises:
and in response to the fact that the account type of the target account is a public account, updating the target public account feature library based on the account identification, the account information feature and the resource transfer feature of the target account to obtain an updated target public account feature library.
7. The method of any of claims 1-5, wherein the account information characteristic comprises at least one of a bank to which the account belongs and an account name of the account;
the resource transfer characteristics comprise at least one of resource transfer periodicity characteristics, resource transfer remark semantic characteristics and resource transfer interval characteristics of the account.
8. An account type identification method is applied to an electronic device, the electronic device is in communication connection with a server through a network, an application program for resource transfer is installed on the electronic device, the electronic device comprises a transceiver, a processor and a display device, and the method comprises the following steps:
displaying an interface of the resource transfer application program through the display device, wherein a resource transfer button is displayed on the interface;
responding to a selection instruction of the resource transfer button through the processor, and acquiring a resource transfer request, wherein the resource transfer request carries an account identifier of the target account;
and sending the resource transfer request to the server through the transceiver, and determining the account type of the target account by the server based on the account identification of the target account carried in the resource transfer request.
9. A server is characterized in that the server is in communication connection with an electronic device through a network, an application program for resource transfer is installed on the electronic device, and the server comprises a transceiver, a processor and a memory;
the memory is used for storing the account information characteristics and the resource transfer characteristics of the target account;
the transceiver is configured to receive a resource transfer request sent by the electronic device, where the resource transfer request carries an account identifier of the target account;
the processor is used for acquiring the account information characteristic and the resource transfer characteristic of the target account from the memory based on the account identification of the target account;
the processor is further configured to match the account information characteristic and the resource transfer characteristic of the target account with a target-to-public account characteristic library to obtain a matching result;
the processor is further configured to determine an account type of the target account according to the matching result, and process the resource transfer request according to the account type of the target account.
10. An electronic device is characterized in that the electronic device is in communication connection with a server through a network, an application program for resource transfer is installed on the electronic device, and the electronic device comprises a transceiver, a processor and a display device;
the display device is used for displaying an interface of the resource transfer application program, and a resource transfer button is displayed on the interface;
the processor is configured to respond to a selection instruction of the resource transfer button, and acquire a resource transfer request, where the resource transfer request carries an account identifier of the target account;
the transceiver is configured to send the resource transfer request to the server, and the server determines an account type of a target account based on an account identifier of the target account carried in the resource transfer request.
11. An account type identification system, characterized in that the account type identification system comprises a server and an electronic device, wherein the server is used for executing the account type identification method of any one of claims 1-7, and the electronic device is used for executing the account type identification method of claim 8.
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Application publication date: 20200918 |