Method, device and equipment for processing business data and computer readable medium

Abstract

The invention discloses a business data processing method, device and equipment and a computer readable medium, and relates to the technical field of mobile internet. A specific embodiment of the method comprises the steps that a financial service client receives a construction instruction, establishes a corresponding relationship between a user intention and an application scene and uploads the corresponding relationship to a financial service server, and the financial service server performs training by using the corresponding relationship to obtain an application scene model and pushes the application scene model; the financial service client receives the service data indication and sends the service data indication to the mobile terminal server, the mobile terminal server inputs an application scene indicated by the service data into an application scene model, and the application scene model outputs a user intention indicated by the service data; and receiving a user intention indicated by the service data pushed by the mobile terminal server, and displaying the service data indication and financial information of the user intention in the financial service client in an interface of the mobile terminal. According to the embodiment, the recommendation speed and the matching performance can be improved.

Description

Technical Field

[0001] The present invention relates to the field of mobile internet technology, and in particular to a method, device, equipment and computer-readable medium for processing business data. Background Art

[0002] With the continuous development of mobile Internet and the continuous progress of financial technology, banks need not only to actively transform their business, but also to quickly iterate products and innovate. In order to respond to new market demands and changes in a timely manner, meet the new financial needs of bank intelligence and digitalization, and realize the urgency of innovative client scenario applications.

[0003] In the process of implementing the present invention, the inventors found that there are at least the following problems in the prior art: the recommended business data cannot meet the actual business needs of users, and the business data recommendation speed is slow and the matching is low. Summary of the invention

[0004] In view of this, embodiments of the present invention provide a method, apparatus, device and computer-readable medium for processing business data, which can improve recommendation speed and matching.

[0005] To achieve the above object, according to one aspect of an embodiment of the present invention, a method for processing business data is provided, comprising:

[0006] The financial service client in the mobile terminal operating system receives the construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model, and pushes the application scenario model to the mobile terminal server.

[0007] The financial service client receives the service data indication, and sends the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication;

[0008] The user's intention of the mobile terminal server to push the service data indication is received, and the service data indication and the financial information that the user intends to have in the financial service client are displayed in the interface of the mobile terminal.

[0009] The financial service client of the mobile terminal operating system receives the construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model, and pushes the application scenario model to the mobile terminal server, including:

[0010] In the case of starting a new application scenario, the financial service client of the mobile terminal operating system receives the construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server in a preset data format, wherein the user intention is a parameter obtained by parsing the operation instruction;

[0011] The financial service server uses the corresponding relationship to train an application scenario model, and pushes the application scenario model to the mobile terminal server.

[0012] The financial service client receives the service data indication, sends the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication, including:

[0013] The service data indication includes a service data message, and the financial service client receives the service data indication and sends the service data indication to the mobile terminal server;

[0014] After successfully verifying the user identifier of the service data message, the mobile terminal server inputs the application scenario of the service data message in the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication.

[0015] The financial service client receives the service data indication, sends the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication, including:

[0016] The service data indication includes an operation service data user indication, and the financial service client receives the service data indication and sends the service data indication to the mobile terminal server;

[0017] After successfully verifying the user identifier indicated by the user of the operation service data, the mobile terminal server inputs the scenario identifier indicated by the user of the operation service data into the application scenario model, and the application scenario model outputs the user intention indicated by the service data.

[0018] The receiving the user's intention of the mobile terminal server to push the service data indication, and displaying the service data indication and the financial information that the user intends to store in the financial service client in the interface of the mobile terminal, comprises:

[0019] receiving the user intention indicated by the mobile terminal server pushing the service data, and filtering the financial information in the financial service client according to the user intention;

[0020] The business data indication and the financial information that the user intends to display in the financial business client are displayed in the interface of the mobile terminal according to the display conditions.

[0021] The displaying of the service data indication and the financial information intended by the user in the financial service client in accordance with the display conditions in the interface of the mobile terminal includes:

[0022] Determining the display condition according to the type of the business data indication, or determining the display condition according to the type of the financial information;

[0023] In the current operation interface of the mobile terminal and / or the lock screen interface of the mobile terminal, the service data indication and the financial information that the user intends to have in the financial service client are displayed according to the display condition.

[0024] The displaying of the service data indication and the financial information that the user intends to store in the financial service client in the interface of the mobile terminal includes:

[0025] Displaying the service data indication and the financial information that the user intends to store in the financial service client in the interface of the mobile terminal;

[0026] The financial information is operated in a pop-up box displaying the business data indication and the financial information that the user intends to display in the financial business client, wherein the operation includes one or more of the following: sliding, selecting, dragging, and scrolling.

[0027] According to a second aspect of an embodiment of the present invention, there is provided a device for processing service data, including:

[0028] A control module, used to control the financial service client in the mobile terminal operating system to receive the construction instruction, establish a correspondence between the user intention and the application scenario, and upload the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model, and pushes the application scenario model to the mobile terminal server;

[0029] An indication module, used to control the financial service client to receive a service data indication, send the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication;

[0030] The display module is used to receive the user's intention of the mobile terminal server to push the business data indication, and display the business data indication and the financial information that the user intends to in the financial business client in the interface of the mobile terminal.

[0031] According to a third aspect of an embodiment of the present invention, there is provided an electronic device for processing service data, including:

[0032] one or more processors;

[0033] a storage device for storing one or more programs,

[0034] When the one or more programs are executed by the one or more processors, the one or more processors implement the above method.

[0035] According to a fourth aspect of an embodiment of the present invention, there is provided a computer-readable medium on which a computer program is stored, and when the program is executed by a processor, the method as described above is implemented.

[0036] According to a fifth aspect of an embodiment of the present invention, a computer program product is provided, including a computer program, and when the program is executed by a processor, the method as described above provided by an embodiment of the present invention is implemented.

[0037] One embodiment of the above invention has the following advantages or beneficial effects: the financial service client in the mobile terminal operating system receives the construction instruction, establishes the corresponding relationship between the user intention and the application scenario, and uploads the corresponding relationship to the financial service server through the mobile terminal server, the financial service server uses the corresponding relationship to train the application scenario model, and pushes the application scenario model to the mobile terminal server; the financial service client receives the business data indication, sends the business data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the business data indication into the application scenario model, and the application scenario model outputs the user intention of the business data indication; receives the user intention of the business data indication pushed by the mobile terminal server, and displays the business data indication and the financial information of the user intention in the financial service client in the interface of the mobile terminal. The user intention is accurately determined by the interaction between the mobile terminal server and the financial service service area, thereby improving the recommendation speed and matching.

[0038] The further effects of the above-mentioned non-conventional optional manner will be described below in conjunction with the specific implementation manner. BRIEF DESCRIPTION OF THE DRAWINGS

[0039] The accompanying drawings are used to better understand the present invention and do not constitute an improper limitation of the present invention.

[0040] Figure 1 is a schematic diagram of the main flow of a method for processing business data according to an embodiment of the present invention;

[0041] Figure 2 is a schematic diagram of a process of pushing an application scenario model to a mobile terminal server according to an embodiment of the present invention;

[0042] Figure 3 is a schematic diagram of a process for determining user intent for a business data message according to an embodiment of the present invention;

[0043] Figure 4 is a schematic diagram of a process for determining a user intention based on a user indication of operation service data according to an embodiment of the present invention;

[0044] Figure 5 is a schematic diagram of a process of displaying business data indication and financial information according to an embodiment of the present invention;

[0045] Figure 6 is a schematic diagram of a process of displaying business data indication and financial information according to display conditions according to an embodiment of the present invention;

[0046] Figure 7 is a schematic diagram of a process of operating and displaying business data indication and financial information according to an embodiment of the present invention;

[0047] Figure 8 is a schematic diagram of the main structure of a device for processing business data according to an embodiment of the present invention;

[0048] Fig. 9 is an exemplary system architecture diagram to which embodiments of the present invention may be applied;

[0049] Fig.10 It is a schematic diagram of the structure of a computer system of a terminal device or a server suitable for implementing an embodiment of the present invention. DETAILED DESCRIPTION

[0050] The following is a description of exemplary embodiments of the present invention in conjunction with the accompanying drawings, including various details of the embodiments of the present invention to facilitate understanding, which should be considered as merely exemplary. Therefore, it should be recognized by those of ordinary skill in the art that various changes and modifications can be made to the embodiments described herein without departing from the scope and spirit of the present invention. Similarly, for clarity and conciseness, the description of well-known functions and structures is omitted in the following description. The acquisition, storage, use, and processing of data in the technical solution of this application comply with the relevant provisions of national laws and regulations.

[0051] It should be noted that in the embodiments of the present application, certain software, components, models and other existing solutions in the industry may be mentioned, and they should be regarded as exemplary. Their purpose is only to illustrate the feasibility of implementing the technical solution of the present application, but it does not mean that the applicant has or will necessarily use the solution.

[0052] At present, big data analysis is mostly used to determine and push business data corresponding to the target intent. However, the above business data cannot meet the actual business needs of users, and there are technical problems such as slow business data recommendation speed and low matching.

[0053] In order to solve the problems of slow service data recommendation speed and low matching, the following technical solution in the embodiment of the present invention may be adopted.

[0054] See also Figure 1 , Figure 1 1 is a schematic diagram of the main flow of the method for processing business data according to an embodiment of the present invention, wherein the financial business server and the mobile terminal server interact with each other to timely determine the user's intention and financial information. Figure 1 As shown in 100, the following steps are specifically included:

[0055] S101. The financial service client in the mobile terminal operating system receives a construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model and pushes the application scenario model to the mobile terminal server.

[0056] In an embodiment of the present invention, a financial service client is installed and run in a mobile terminal. As an example, the mobile terminal includes a mobile device such as a mobile phone, a tablet computer, and a computer. The mobile terminal can exchange information with a mobile terminal server. As an example, the mobile terminal implements the update of the mobile terminal operating system through the mobile terminal server. The financial service client exchanges information with the financial service server.

[0057] The financial service client in the mobile terminal operating system receives the construction instruction sent by the user and establishes a corresponding relationship between the user's intention and the application scenario. The user's intention and the application scenario are obtained from the construction instruction. That is, the user's intention and the application scenario are parameters obtained by parsing the operation instruction.

[0058] As an example, user intent: view account details, application scenario: display account page; user intent: view credit card repayment; application scenario: display credit card page; user intent: search for nearby outlets, application scenario: outlet map.

[0059] The corresponding relationship is uploaded to the financial service server through the mobile terminal server. The financial service server uses the corresponding relationship to train an application scenario model and pushes the application scenario model to the mobile terminal server.

[0060] See also Figure 2 That is 200, Figure 2 This is a schematic diagram of the process of pushing the application scenario model to the mobile terminal server according to an embodiment of the present invention. Specifically, it includes the following steps:

[0061] S201. When a new application scenario is launched, the financial service client of the mobile terminal operating system receives a construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server in a preset data format. The user intention is a parameter obtained by parsing the operation instruction.

[0062] In an embodiment of the present invention, the construction instruction is received by the financial service client of the mobile terminal operating system when a new application scenario is activated. For the user, when the application scenario needs to be used to process business data, the corresponding relationship between the user intention and the application scenario is established by activating the new application scenario.

[0063] Then, the above correspondence is uploaded to the financial service server through the mobile terminal server in a preset data format, and the user's intention is to parse the parameters obtained by the operation instruction. It should be noted that considering that the process of the financial service client in the mobile terminal has been terminated, it is difficult for the financial service client to ensure the effectiveness of data interaction. In order to ensure the integrity and effectiveness of data interaction, information is exchanged with the financial service server through the mobile terminal server. In this way, even if the process of the financial service client in the mobile terminal has been terminated after receiving the construction instruction, it does not affect the mobile terminal operating system from exchanging information with the financial service server through the mobile terminal server.

[0064] In an embodiment of the present invention, the corresponding relationship is uploaded to the financial service server through the mobile terminal server in a preset data format. As an example, the user intention and application scenario in the corresponding relationship are recorded with the identifier of the user intention and the identifier of the application scenario respectively. The identifier of the corresponding relationship is stored in the mobile terminal server.

[0065] S202: The financial service server obtains an application scenario model by training the corresponding relationship, and pushes the application scenario model to the mobile terminal server.

[0066] In the financial business server, the above correspondence is used to train the application scenario model based on the deep model.

[0067] As an example, the application scenario model can be trained based on the correspondence between the user's user intention and the application scenario. That is, each user has a corresponding application scenario model. The application scenario model is targeted.

[0068] As another example, the application scenario model can be trained based on the correspondence between the user intentions of multiple users and the application scenarios. That is, the application scenario model can be applied to multiple users. The application scenario model has wide applicability.

[0069] The application scenario model is pushed from the financial service server to the mobile terminal server, and the application scenario model is stored in the mobile terminal server. In this way, the application scenario model can be directly called through the mobile terminal server.

[0070] exist Figure 2 In an embodiment of the invention, the user sends a construction instruction through the client to establish a correspondence between the newly added application scenario and the user's intention, thereby establishing an application scenario model. The application scenario model is established based on the construction instruction, which can improve the accuracy of determining the user's intention.

[0071] S102: The financial service client receives the service data indication and sends the service data indication to the mobile terminal server. The mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication.

[0072] In an embodiment of the present invention, after receiving the service data indication, the financial service client needs to know the user intention, and then sends the service data indication to the mobile terminal server. The application scenario model is stored in the mobile terminal server. The mobile terminal server inputs the application scenario indicated by the service data into the application scenario model, and the application scenario model outputs the user intention indicated by the service data.

[0073] See also Figure 3 That is 300, Figure 3 1 is a flow chart of determining user intent for a service data message according to an embodiment of the present invention. Specifically, the following steps are included:

[0074] S301. The service data indication includes a service data message. The financial service client receives the service data indication and sends the service data indication to the mobile terminal server.

[0075] The business data indication includes a business data message. As an example, the business data message includes a salary arrival message. As another example, the business data message includes an account balance change message.

[0076] The financial service client receives the service data indication and needs to know the user intention corresponding to the service data message, and can then send the service data indication to the mobile terminal server.

[0077] S302: After successfully verifying the user identifier of the service data message, the mobile terminal server inputs the application scenario of the service data message in the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication.

[0078] In an embodiment of the present invention, in order to ensure the security of the service data message, it is necessary to verify the user identification in the service data message. As an example, a user identification whitelist is stored in the mobile terminal server. The user identification whitelist stores user identifications authorized by users to identify service data messages.

[0079] If the user ID of the business data message belongs to the user ID whitelist, the user ID of the business data message is successfully verified. If the user ID of the business data message does not belong to the user ID whitelist, the user ID verification of the business data message fails. In order to improve the security of the business data message, the application scenario input by the business data message will not be input into the application scenario model.

[0080] After the user identification of the business data message is successfully verified, the application scenario of the business data message in the business data indication is input into the application scenario model, and the application scenario model outputs the user intention of the business data indication.

[0081] As an example, when the application scenario model corresponds to the user identifier, that is, when the corresponding application scenario model is established for each user identifier, the corresponding application scenario model can be obtained according to the user identifier. Then, the application scenario of the business data message in the business data indication is input into the application scenario model, and the application scenario model outputs the user intention of the business data indication.

[0082] exist Figure 3 In the embodiment, the business data message is verified to ensure data security, and then the user intention indicated by the business data is determined through the application scenario model.

[0083] See also Figure 4 That is 400, Figure 4 This is a flow chart of determining user intention based on user indication of operation service data according to an embodiment of the present invention. Specifically, it includes the following steps:

[0084] S401. The service data indication includes an operation service data user indication. The financial service client receives the service data indication and sends the service data indication to the mobile terminal server.

[0085] In one embodiment of the present invention, the service data indication includes an operation service data user indication. As an example, the operation service data user indication includes logging into a homepage of a financial service client.

[0086] The financial service client receives the service data indication, ie, the operation service data user indication, and may send the service data indication to the mobile terminal server.

[0087] S402: After successfully verifying the user identifier indicated by the user of the operating service data, the mobile terminal server inputs the scenario identifier indicated by the user of the operating service data into the application scenario model, and the application scenario model outputs the user intention indicated by the service data.

[0088] In the embodiment of the present invention, in order to ensure the security of the user indication of the operation service data, it is necessary to verify the user identification in the user indication of the operation service data.

[0089] If the user ID indicated by the user operating the business data belongs to the user ID whitelist, the user ID indicated by the user operating the business data is successfully verified. If the user ID indicated by the user operating the business data does not belong to the user ID whitelist, the user ID verification indicated by the user operating the business data fails. In order to improve the security of the user indicating the business data, the application scenario input by the user indicating the business data will not be input into the application scenario model.

[0090] After the user identification of the operation business data user indication is successfully verified, the application scenario of the business data message in the business data indication is input into the application scenario model, and the application scenario model outputs the user intention of the business data indication.

[0091] exist Figure 4 In the embodiment, the user indication for operating the business data is verified to ensure data security, and then the user intention of the user indication for operating the business data is determined by applying the scenario model.

[0092] S103: receiving the user's intention of pushing the service data indicated by the mobile terminal server, and displaying the service data indication and the financial information intended by the user in the financial service client in the interface of the mobile terminal.

[0093] In an embodiment of the present invention, after receiving the user's intention to push business data indicated by the mobile terminal server, the financial information is matched in the financial business client according to the user's intention, and then the business data indication and the financial information intended by the user in the financial business client are displayed in the interface of the mobile terminal.

[0094] See also Figure 5 That is 500, Figure 5 The flowchart of displaying business data indication and financial information according to an embodiment of the present invention includes the following steps:

[0095] S501, receiving the user intention indicated by the mobile terminal server pushing service data, and filtering out financial information in the financial service client according to the user intention.

[0096] The user intention indicated by the mobile terminal server pushing the service data is received, and there are multiple financial information in the financial service client, and the multiple financial information is filtered according to the user intention. As an example, the user intention includes checking the credit card repayment, and the financial information: the credit card installment repayment amount is filtered out in the financial service client according to the user intention. As another example, the user intention includes: searching for nearby outlets, and the financial information: the address of the nearest bank outlet is filtered out in the financial service client according to the user intention.

[0097] In one embodiment of the present invention, upon receiving the user intention indicated by the mobile terminal server pushing service data, the financial information is screened out in the financial service client according to the user intention and the service data indication.

[0098] As an example, financial information is filtered out in the financial service client according to the user intention and the change amount indicated in the business data. For example, the user intention includes: viewing account details, and the change amount indicated in the business data is: 2,000 yuan. Financial information below 2,000 yuan is filtered out in the financial service client: financial product 1.

[0099] S502: Display the business data indication and the financial information intended by the user in the financial business client in accordance with the display conditions in the interface of the mobile terminal.

[0100] In an embodiment of the present invention, the mobile terminal server controls the mobile terminal to display the business data indication and the financial information that the user intends to display in the financial business client in accordance with the display conditions in the interface of the mobile terminal. As an example, the interface of the mobile terminal includes a lock screen interface. In this way, the user does not need to perform additional operations on the financial business client, and even if the financial business client is in a closed state, the business data indication and financial information can still be displayed in the interface of the mobile terminal.

[0101] See also Figure 6 That is 600, Figure 6 This is a flow chart of displaying business data indication and financial information according to display conditions according to an embodiment of the present invention. Specifically, it includes the following steps:

[0102] S601. Determine display conditions according to the type indicated by business data, or determine display conditions according to the type of financial information.

[0103] In an embodiment of the present invention, the types of service data indication include service data messages and operation service data user indications. When the types of service data indication include service data messages, the display conditions include: displaying a preset time period. For example, displaying for 30 seconds. When the types of service data indication include operation service data user indications, the display conditions include: clicking once to display a preset time period. For example, displaying for 30 seconds each time you click.

[0104] In an embodiment of the present invention, the type of financial information includes product information and amount information. The type of financial information includes product information, and the display condition includes: displaying for a preset time period. For example, displaying for 30 seconds. The type of financial information includes amount information, and the display condition includes: displaying for a preset number of times, each for 2 seconds. For example, displaying 2 times, each for 2 seconds.

[0105] S602: In the current operation interface of the mobile terminal and / or the lock screen interface of the mobile terminal, display the business data indication and the financial information intended by the user in the financial business client according to the display conditions.

[0106] The business data indication and the financial information intended by the user in the financial business client may be displayed in the current operation interface of the mobile terminal and / or the lock screen interface of the mobile terminal according to the display conditions.

[0107] exist Figure 6 In an embodiment, according to the display conditions determined by the type of business data indication or the type of financial information, the business data indication and financial information can be directly displayed in the current operation interface of the mobile terminal and / or the lock screen interface of the mobile terminal, thereby improving the speed and matching of business data recommendation.

[0108] See also Figure 7 That is 700, Figure 7 The flowchart of the operation and display of business data indication and financial information according to an embodiment of the present invention includes the following steps:

[0109] S701. Displaying a business data indication and financial information that the user intends to obtain in a financial business client in an interface of a mobile terminal.

[0110] In an embodiment of the present invention, a business data indication and financial information intended by the user in a financial business client are displayed in a card pop-up window in the interface of the mobile terminal. As an example, the business data indication is displayed in the upper half of the card pop-up window, and the financial information is displayed in the lower half of the card pop-up window.

[0111] S702. Operating the financial information in a pop-up box displaying the business data indication and the financial information that the user intends to display in the financial business client, the operation including one or more of the following: sliding, selecting, dragging, and scrolling.

[0112] The card pop-up box displays the financial information in the financial service client that indicates the business data and the user's intention. The financial information can be operated in the card pop-up box. As an example, slide or scroll the financial information to display the entire content of the financial information. Select the financial information to display the relevant content of the financial information in the financial service client. Drag the financial information to operate the financial information in other applications.

[0113] exist Figure 7 In the embodiment, in response to the business data indication and financial information in the card pop-up box, operations on the financial information are implemented, thereby improving the operability of the business data.

[0114] In the above-mentioned embodiment of the present invention, the financial service client in the mobile terminal operating system receives the construction instruction, establishes the correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train the application scenario model and pushes the application scenario model to the mobile terminal server; the financial service client receives the business data indication, sends the business data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the business data indication into the application scenario model, and the application scenario model outputs the user intention of the business data indication; receives the user intention of the business data indication pushed by the mobile terminal server, and displays the business data indication and the financial information of the user intention in the financial service client in the interface of the mobile terminal. The user intention is accurately determined by the interaction between the mobile terminal server and the financial service service area, thereby improving the recommendation speed and matching.

[0115] See also Figure 8 , Figure 8 is a schematic diagram of the main structure of a device for processing business data according to an embodiment of the present invention. The device for processing business data can implement a method for processing business data, such as Figure 8 As shown in 800, the device for processing business data specifically includes:

[0116] The control module 801 is used to control the financial service client in the mobile terminal operating system to receive the construction instruction, establish the correspondence between the user intention and the application scenario, and upload the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train the application scenario model and push the application scenario model to the mobile terminal server.

[0117] Indication module 802, used to control the financial service client to receive the service data indication, send the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication;

[0118] The display module 803 is used to receive the user's intention of the mobile terminal server to push the business data indication, and display the business data indication and the financial information that the user intends to in the financial business client in the interface of the mobile terminal.

[0119] In one embodiment of the present invention, the control module 801 is specifically used to control the financial service client of the mobile terminal operating system to receive the construction instruction, establish the correspondence between the user intention and the application scenario, and upload the correspondence to the financial service server through the mobile terminal server in a preset data format when the newly added application scenario is started. The user intention is the parameter obtained by parsing the operation instruction;

[0120] The financial service server uses the corresponding relationship to train an application scenario model, and pushes the application scenario model to the mobile terminal server.

[0121] In one embodiment of the present invention, the indication module 802 is specifically used for the business data indication to include a business data message, controlling the financial business client to receive the business data indication, and sending the business data indication to the mobile terminal server;

[0122] After successfully verifying the user identifier of the service data message, the mobile terminal server inputs the application scenario of the service data message in the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication.

[0123] In one embodiment of the present invention, the indication module 802 is specifically used for the business data indication including the operation business data user indication, controlling the financial business client to receive the business data indication, and sending the business data indication to the mobile terminal server;

[0124] After successfully verifying the user identifier indicated by the user of the operation service data, the mobile terminal server inputs the scenario identifier indicated by the user of the operation service data into the application scenario model, and the application scenario model outputs the user intention indicated by the service data.

[0125] In one embodiment of the present invention, the display module 803 is specifically used to receive the user intention indicated by the mobile terminal server pushing the business data, and filter out the financial information in the financial business client according to the user intention;

[0126] The business data indication and the financial information that the user intends to display in the financial business client are displayed in the interface of the mobile terminal according to the display conditions.

[0127] In one embodiment of the present invention, the display module 803 is specifically configured to determine the display condition according to the type indicated by the business data, or to determine the display condition according to the type of the financial information;

[0128] In the current operation interface of the mobile terminal and / or the lock screen interface of the mobile terminal, the service data indication and the financial information that the user intends to have in the financial service client are displayed according to the display condition.

[0129] In one embodiment of the present invention, the display module 803 is specifically used to display the service data indication and the financial information that the user intends to display in the financial service client in the interface of the mobile terminal;

[0130] The financial information is operated in a pop-up box displaying the business data indication and the financial information that the user intends to display in the financial business client, wherein the operation includes one or more of the following: sliding, selecting, dragging, and scrolling.

[0131] Fig. 9 An exemplary system architecture 900 is shown to which the method for processing business data or the apparatus for processing business data according to the embodiments of the present invention can be applied.

[0132] like Fig. 9 As shown, system architecture 900 may include terminal devices 901, 902, 903, network 904 and server 905. Network 904 is used to provide a medium for communication links between terminal devices 901, 902, 903 and server 905. Network 904 may include various connection types, such as wired, wireless communication links or optical fiber cables, etc.

[0133] The user can use the terminal devices 901, 902, 903 to interact with the server 905 through the network 904 to receive or send messages, etc. Various communication client applications can be installed on the terminal devices 901, 902, 903, such as shopping applications, web browser applications, search applications, instant messaging tools, email clients, social platform software, etc. (only for example).

[0134] The terminal devices 901 , 902 , and 903 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smart phones, tablet computers, laptop computers, and desktop computers, etc.

[0135] The server 905 may be a server that provides various services, such as a backend management server (only an example) that provides support for shopping websites browsed by users using the terminal devices 901, 902, and 903. The backend management server may analyze and process the received data such as product information query requests, and feed back the processing results (such as target push information, product information - only an example) to the terminal device.

[0136] It should be noted that the method for processing business data provided in the embodiment of the present invention is generally executed by the server 905 , and accordingly, the device for processing business data is generally set in the server 905 .

[0137] It should be understood that Fig. 9 The number of terminal devices, networks and servers in the embodiment is only for illustration. Any number of terminal devices, networks and servers may be provided according to implementation requirements.

[0138] A computer program product according to an embodiment of the present invention includes a computer program, and when the program is executed by a processor, the method for processing business data provided by the embodiment of the present invention is implemented.

[0139] Reference below Fig.10 , which shows a schematic diagram of the structure of a computer system 1000 of a terminal device suitable for implementing an embodiment of the present invention. Fig.10 The terminal device shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present invention.

[0140] like Fig.10 As shown, the computer system 1000 includes a central processing unit (CPU) 1001, which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 1002 or a program loaded from a storage part 1008 into a random access memory (RAM) 1003. In the RAM 1003, various programs and data required for the operation of the system 1000 are also stored. The CPU 1001, the ROM 1002, and the RAM 1003 are connected to each other through a bus 1004. An input / output (I / O) interface 1005 is also connected to the bus 1004.

[0141] The following components are connected to the I / O interface 1005: an input section 1006 including a keyboard, a mouse, etc.; an output section 1007 including a cathode ray tube (CRT), a liquid crystal display (LCD), etc., and a speaker, etc.; a storage section 1008 including a hard disk, etc.; and a communication section 1009 including a network interface card such as a LAN card, a modem, etc. The communication section 1009 performs communication processing via a network such as the Internet. A drive 1010 is also connected to the I / O interface 1005 as needed. A removable medium 1011, such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, etc., is installed on the drive 1010 as needed, so that a computer program read therefrom is installed into the storage section 1008 as needed.

[0142] In particular, according to the embodiments disclosed in the present invention, the process described above with reference to the flowchart can be implemented as a computer software program. For example, the embodiments disclosed in the present invention include a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program contains program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from the network through the communication part 1009, and / or installed from the removable medium 1011. When the computer program is executed by the central processing unit (CPU) 1001, the above-mentioned functions defined in the system of the present invention are executed.

[0143] It should be noted that the computer-readable medium shown in the present invention may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In the present invention, a computer-readable storage medium may be any tangible medium containing or storing a program that can be used by or in combination with an instruction execution system, device or device. In the present invention, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, which carries a computer-readable program code. This propagated data signal may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. Computer-readable signal media may also be any computer-readable medium other than computer-readable storage media, which may send, propagate or transmit a program for use by or in conjunction with an instruction execution system, apparatus or device. The program code contained on the computer-readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, optical cable, RF, etc., or any suitable combination of the above.

[0144] The flow chart and block diagram in the accompanying drawings illustrate the possible architecture, function and operation of the system, method and computer program product according to various embodiments of the present invention. In this regard, each box in the flow chart or block diagram can represent a module, a program segment, or a part of a code, and the above-mentioned module, program segment, or a part of a code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the box can also occur in a different order from the order marked in the accompanying drawings. For example, two boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each box in the block diagram or flow chart, and the combination of the boxes in the block diagram or flow chart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.

[0145] The modules involved in the embodiments of the present invention may be implemented in software or hardware. The modules described may also be arranged in a processor. For example, they may be described as: a processor including a control module, an indication module and a display module. The names of these modules do not, in some cases, constitute limitations on the modules themselves. For example, the control module may also be described as "used to control the financial service client in the mobile terminal operating system to receive construction instructions, establish a correspondence between user intentions and application scenarios, and upload the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model, and pushes the application scenario model to the mobile terminal server".

[0146] As another aspect, the present invention further provides a computer-readable medium, which may be included in the device described in the above embodiment; or may exist independently without being assembled into the device. The above computer-readable medium carries one or more programs, and when the above one or more programs are executed by a device, the device includes:

[0147] The financial service client in the mobile terminal operating system receives the construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model, and pushes the application scenario model to the mobile terminal server.

[0148] The financial service client receives the service data indication, and sends the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication;

[0149] The user's intention of the mobile terminal server to push the service data indication is received, and the service data indication and the financial information that the user intends to have in the financial service client are displayed in the interface of the mobile terminal.

[0150] According to the technical solution of the embodiment of the present invention, the financial service client in the mobile terminal operating system receives the construction instruction, establishes the corresponding relationship between the user intention and the application scenario, and uploads the corresponding relationship to the financial service server through the mobile terminal server. The financial service server uses the corresponding relationship to train the application scenario model and pushes the application scenario model to the mobile terminal server; the financial service client receives the business data indication, sends the business data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the business data indication into the application scenario model, and the application scenario model outputs the user intention of the business data indication; receives the user intention of the business data indication pushed by the mobile terminal server, and displays the business data indication and the financial information of the user intention in the financial service client in the interface of the mobile terminal. The user intention is accurately determined by the interaction between the mobile terminal server and the financial service service area, thereby improving the recommendation speed and matching.

[0151] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may occur depending on design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

[0152] It should be noted that in the technical solution of the present invention, the collection, analysis, use, transmission, storage and other aspects of user personal information involved are in compliance with the provisions of relevant laws and regulations, are used for legal and reasonable purposes, are not shared, leaked or sold outside of these legal uses, and are subject to supervision and management by regulatory authorities. Necessary measures should be taken for user personal information to prevent illegal access to such personal information data, ensure that persons who have access to personal information data comply with the provisions of relevant laws and regulations, and ensure the security of user personal information. Once these user personal information data are no longer needed, the risks should be minimized by limiting or even prohibiting data collection and / or deleting data.

[0153] When applicable, including in certain relevant applications, protect user privacy by de-identifying data, such as by removing specific identifiers (e.g., date of birth, etc.) when applicable, controlling the amount or specificity of data stored (e.g., collecting location data at a city level rather than at a specific address level), controlling how data is stored, and / or other de-identification methods.

Claims

1. A method for processing business data, characterized in that: include: The financial service client in the mobile terminal operating system receives the construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model, and pushes the application scenario model to the mobile terminal server. The financial service client receives the service data indication, and sends the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication; The user's intention of the mobile terminal server to push the service data indication is received, and the service data indication and the financial information that the user intends to have in the financial service client are displayed in the interface of the mobile terminal.

2. The method for processing business data according to claim 1, characterized in that: The financial service client of the mobile terminal operating system receives the construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model, and pushes the application scenario model to the mobile terminal server, including: In the case of starting a new application scenario, the financial service client of the mobile terminal operating system receives the construction instruction, establishes a correspondence between the user intention and the application scenario, and uploads the correspondence to the financial service server through the mobile terminal server in a preset data format, wherein the user intention is a parameter obtained by parsing the operation instruction; The financial service server uses the corresponding relationship to train an application scenario model, and pushes the application scenario model to the mobile terminal server.

3. The method for processing business data according to claim 1, characterized in that: The financial service client receives the service data indication, sends the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication, including: The service data indication includes a service data message, and the financial service client receives the service data indication and sends the service data indication to the mobile terminal server; After successfully verifying the user identifier of the service data message, the mobile terminal server inputs the application scenario of the service data message in the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication.

4. The method for processing business data according to claim 1, characterized in that: The financial service client receives the service data indication, sends the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication, including: The service data indication includes an operation service data user indication, and the financial service client receives the service data indication and sends the service data indication to the mobile terminal server; After successfully verifying the user identifier indicated by the user of the operation service data, the mobile terminal server inputs the scenario identifier indicated by the user of the operation service data into the application scenario model, and the application scenario model outputs the user intention indicated by the service data.

5. The method for processing business data according to claim 1, characterized in that: The receiving the user's intention of the mobile terminal server to push the service data indication, and displaying the service data indication and the financial information that the user intends to store in the financial service client in the interface of the mobile terminal, comprises: receiving the user intention indicated by the mobile terminal server pushing the service data, and filtering the financial information in the financial service client according to the user intention; The business data indication and the financial information that the user intends to display in the financial business client are displayed in the interface of the mobile terminal according to the display conditions.

6. The method for processing business data according to claim 5, characterized in that: The displaying of the service data indication and the financial information intended by the user in the financial service client in accordance with the display conditions in the interface of the mobile terminal includes: Determining the display condition according to the type of the business data indication, or determining the display condition according to the type of the financial information; In the current operation interface of the mobile terminal and / or the lock screen interface of the mobile terminal, the service data indication and the financial information that the user intends to have in the financial service client are displayed according to the display condition.

7. The method for processing business data according to claim 1, characterized in that: The displaying of the service data indication and the financial information that the user intends to store in the financial service client in the interface of the mobile terminal includes: Displaying the service data indication and the financial information that the user intends to store in the financial service client in the interface of the mobile terminal; The financial information is operated in a pop-up box displaying the business data indication and the financial information that the user intends to display in the financial business client, wherein the operation includes one or more of the following: sliding, selecting, dragging, and scrolling.

8. A device for processing business data, characterized in that: include: A control module, used to control the financial service client in the mobile terminal operating system to receive the construction instruction, establish a correspondence between the user intention and the application scenario, and upload the correspondence to the financial service server through the mobile terminal server. The financial service server uses the correspondence to train an application scenario model, and pushes the application scenario model to the mobile terminal server; An indication module, used to control the financial service client to receive a service data indication, send the service data indication to the mobile terminal server, the mobile terminal server inputs the application scenario of the service data indication into the application scenario model, and the application scenario model outputs the user intention of the service data indication; The display module is used to receive the user's intention of the mobile terminal server to push the business data indication, and display the business data indication and the financial information that the user intends to in the financial business client in the interface of the mobile terminal.

9. An electronic device for processing business data, characterized in that: include: one or more processors; a storage device for storing one or more programs, When the one or more programs are executed by the one or more processors, the one or more processors implement the method according to any one of claims 1 to 7.

10. A computer readable medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the method according to any one of claims 1 to 7 is implemented.

11. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the method according to any one of claims 1 to 7 is implemented.

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