Multi-two-dimensional code identification method and device based on 5G message

Abstract

The invention discloses a multi-two-dimensional code recognition method and device based on a 5G message, relates to the technical field of 5G messages, can be used in the field of financial science and technology, and comprises the steps: receiving a to-be-recognized two-dimensional code, and judging whether the to-be-recognized two-dimensional code has preset feature information of each two-dimensional code platform or not; if yes, sending the to-be-identified two-dimensional code to a two-dimensional code platform corresponding to the preset feature information; if not, inputting the first type of information of the customer into a first customer operation prediction model, and predicting a first operation of the customer; according to the platform operation comparison table, querying a two-dimensional code platform capable of processing the predicted first operation, and sending the to-be-identified two-dimensional code to the two-dimensional code platform of the first operation; and a to-be-recognized recognition result recognized by the two-dimensional code platform interacts with the client by adopting a service processing 5G message to complete service processing. According to the invention, multiple types of two-dimensional codes can be identified, and the reduction of the performance of a mobile phone caused by simultaneous loading of multiple APPs to identify and read the two-dimensional codes is avoided.

Description

Technical Field

[0001] The present invention relates to the field of 5G technology, and can be used in the field of fintech. In particular, it relates to a method and device for multi-two-dimensional code recognition based on 5G messages. Background Art

[0002] This section aims to provide background or context for the embodiments of the present invention stated in the claims. The descriptions herein are not admitted to be prior art merely because they are included in this section.

[0003] With the rapid development of computer technology, two-dimensional code technology has become an important carrier and medium for information transmission, identity recognition, and service experience. Due to the significant characteristics of two-dimensional code technology such as convenience, uniqueness, and readability, it is widely favored by all walks of life. For example, the payment and collection codes in the banking industry support consumption transfer services, the two-dimensional codes of shared bicycles in the travel industry can be used to unlock and ride, and the check-in codes in the conference and exhibition industry can be conveniently used for conference management. Two-dimensional codes have become an all-inclusive information intermediary in the current society and appear in various scenarios of people's production and life at all times.

[0004] There are many types of two-dimensional codes, and the mobile phone APPs for reading two-dimensional codes are often not interoperable. The existence of this barrier easily causes multiple APP clients to be installed on the user's mobile phone to read two-dimensional codes. This not only reduces the memory and performance of the mobile phone device, but also increases the browsing and operation costs of the user, and the experience is greatly reduced. Summary of the Invention

[0005] In a first aspect, an embodiment of the present invention provides a method for multi-two-dimensional code recognition based on 5G messages, which is used to complete the authentication and intelligent processing between individual customers and the two-dimensional code processing platform by means of 5G messages, so as to recognize various types of two-dimensional codes, avoid the performance degradation of the mobile phone caused by installing multiple APP clients to read two-dimensional codes at the same time, and improve the reading and processing experience of customers facing various two-dimensional codes. It is applied to the multi-code general recognition node. The method includes:

[0006] Receiving the two-dimensional code to be recognized scanned by the client, and determining whether the preset feature information of each two-dimensional code platform exists in the two-dimensional code to be recognized;

[0007] If it exists, sending the two-dimensional code to be recognized to the two-dimensional code platform corresponding to the preset feature information;

[0008] If it does not exist, inputting the first type of information of the customer into the first customer operation prediction model to predict the first operation of the customer. The first customer operation prediction model is trained based on the historical first type of information of multiple customers;

[0009] According to the platform operation comparison table, query the QR code platform that can process the first operation of prediction, and send the QR code to be recognized to the QR code platform that can process the first operation of prediction;

[0010] Among them, the recognition result obtained by the QR code platform for the QR code to be recognized is interacted with the customer using the service processing 5G message to complete the service processing.

[0011] In a second aspect, an embodiment of the present invention further provides another multi-QR code recognition device based on 5G messages, which is used to complete the authentication and intelligent processing between individual customers and the QR code processing platform by means of 5G messages, so as to recognize various types of QR codes, avoid the decline in mobile phone performance caused by loading multiple APP clients at the same time to read QR codes, and improve the customer's reading and processing experience for various QR codes. Applied to the multi-code general recognition node, the device includes:

[0012] A feature judgment module, configured to receive the QR code to be recognized scanned by the client, and judge whether the preset feature information of each QR code platform exists in the QR code to be recognized;

[0013] A sending module, configured to, if it exists, send the QR code to be recognized to the QR code platform corresponding to the preset feature information;

[0014] A prediction module, configured to, if it does not exist, input the first type of information of the customer into the first customer operation prediction model to predict the first operation of the customer. The first customer operation prediction model is obtained by training based on the historical first type of information of multiple customers;

[0015] A query module, configured to query the QR code platform that can process the predicted first operation according to the platform operation comparison table, and send the QR code to be recognized to the QR code platform that can process the predicted first operation;

[0016] Among them, the recognition result obtained by the QR code platform for the QR code to be recognized is interacted with the customer using the service processing 5G message to complete the service processing.

[0017] In a third aspect, an embodiment of the present invention further provides a computer device, including a memory, a processor, and a computer program stored on the memory and executable on the processor. When the processor executes the computer program, the above-mentioned multi-QR code recognition method based on 5G messages is implemented.

[0018] In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium, which stores a computer program. When the computer program is executed by a processor, the above-mentioned multi-QR code recognition method based on 5G messages is implemented.

[0019] In a fifth aspect, an embodiment of the present invention provides a computer program product, which includes a computer program that, when executed by a processor, implements a method for multi-two-dimensional code recognition based on 5G messages.

[0020] In the embodiments of the present invention, a unified multi-code general recognition node is designed for customers, and there is no need to install an APP for each type of two-dimensional code. The multi-code general recognition node can determine the corresponding two-dimensional code platform in two ways, namely feature information and prediction operation. Since there is no need to install multiple APPs, it will not cause a reduction in the memory and performance of the mobile device. In addition, the recognition result obtained by the two-dimensional code platform to be recognized is interacted with the customer using a service processing 5G message to complete the service processing and improve the customer's reading and processing experience for multiple two-dimensional codes. BRIEF DESCRIPTION OF THE DRAWINGS

[0021] In order to more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the following will briefly introduce the drawings required for use in the description of the embodiments or the prior art. Obviously, the following drawings are only some embodiments of the present invention. For those of ordinary skill in the art, other drawings can be obtained based on these drawings without creative efforts. In the drawings:

[0022] Figure 1 It is a flowchart of the method for multi-two-dimensional code recognition based on 5G messages in the embodiments of the present invention;

[0023] Figure 2 It is another flowchart of the method for multi-two-dimensional code recognition based on 5G messages in the embodiments of the present invention;

[0024] Figure 3 It is another flowchart of the method for multi-two-dimensional code recognition based on 5G messages in the embodiments of the present invention;

[0025] Figure 4 It is another flowchart of the method for multi-two-dimensional code recognition based on 5G messages in the embodiments of the present invention;

[0026] Figure 5 It is a schematic diagram of the device for multi-two-dimensional code recognition based on 5G messages in the embodiments of the present invention;

[0027] Figure 6 It is a schematic diagram of a computer device in the embodiments of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0028] To make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the following will further elaborate on the embodiments of the present invention with reference to the drawings. Here, the illustrative embodiments of the present invention and their descriptions are used to explain the present invention, but not to limit the present invention.

[0029] In the technical solution of this application, the acquisition, storage, use, processing, etc. of data all comply with the relevant provisions of national laws and regulations.

[0030] Figure 1 As shown in the flowchart of the multi-two-dimensional code recognition method based on 5G messages in the embodiments of the present invention, the multi-two-dimensional code recognition method based on 5G messages is applied to a multi-code general recognition node, including:

[0031] Step 101: Receive the two-dimensional code to be recognized scanned by the client, and determine whether the two-dimensional code to be recognized has the preset feature information of each two-dimensional code platform;

[0032] Step 102: If it exists, send the two-dimensional code to be recognized to the two-dimensional code platform corresponding to the preset feature information;

[0033] Step 103: If it does not exist, input the first type of information of the customer into the first customer operation prediction model to predict the first operation of the customer. The first customer operation prediction model is obtained by training based on the historical first type of information of multiple customers;

[0034] Step 104: According to the platform operation comparison table, query the two-dimensional code platform that can process the predicted first operation, and send the two-dimensional code to be recognized to the two-dimensional code platform that can process the predicted first operation;

[0035] Among them, the recognition result obtained by the two-dimensional code platform for the two-dimensional code to be recognized is interacted with the customer by using a service processing 5G message to complete the service processing.

[0036] In the embodiments of the present invention, a unified multi-code general recognition node is designed for customers, and there is no need to install an APP for each type of two-dimensional code. The multi-code general recognition node can determine the corresponding two-dimensional code platform in two ways, namely feature information and predicted operation. Since there is no need to install multiple APPs, the memory and performance of the mobile device will not be reduced; in addition, the recognition result obtained by the two-dimensional code platform for the two-dimensional code to be recognized is interacted with the customer by using a service processing 5G message to complete the service processing, improving the customer's reading and processing experience for multiple two-dimensional codes.

[0037] The following is a detailed introduction to each step.

[0038] In step 101, receive the two-dimensional code to be recognized scanned by the client, and determine whether the two-dimensional code to be recognized has the preset feature information of each two-dimensional code platform;

[0039] In specific implementation, the multi-code general recognition node is a unified module or platform. The two-dimensional code to be recognized by scanning can be in the form of a picture. The preset feature information of the two-dimensional code platform includes one or any combination of merchant text, company logo, and IP domain name. These preset feature information are used to clarify the usage scenario of the two-dimensional code, so as to distribute it to the specific two-dimensional code platform for processing after recognition.

[0040] In step 103, input the first type of information of the customer into the first customer operation prediction model to predict the first operation of the customer. The first customer operation prediction model is obtained by training based on the historical first type of information of multiple customers.

[0041] Here, it is aimed at the situation where the preset feature information of the two-dimensional code platform does not exist in the two-dimensional code to be recognized. The first type of information includes the current time and the location of the customer. The first customer operation prediction model judges what operations the vast majority of people will perform under the current situation based on the current time and the location of the customer (for example, if the customer is at the subway entrance pancake shop at 12 noon, then the customer is likely to scan the merchant payment code of this store for lunch payment), and then pushes it to several two-dimensional code platforms that are most likely to process it.

[0042] In step 104, according to the platform operation comparison table, query the two-dimensional code platform that can process the predicted first operation, and send the to-be-recognized two-dimensional code to the two-dimensional code platform that can process the predicted first operation.

[0043] In the above example, by querying the platform operation comparison table, the two-dimensional code platform corresponding to the payment operation can be obtained, that is, the two-dimensional code platform that can process the predicted first operation.

[0044] See Figure 2 , in an embodiment, the method further includes:

[0045] Step 201, if there is no two-dimensional code platform that can process the predicted first operation, input the second type of information of the customer into the second customer operation prediction model to predict the second operation of the customer. The second customer operation prediction model is obtained by training based on the historical second type of information of multiple customers.

[0046] Step 202, according to the platform operation comparison table, query whether there is a two-dimensional code platform that can process the predicted second operation.

[0047] Step 203, if there is, send the to-be-recognized two-dimensional code to the two-dimensional code platform that can process the predicted second operation.

[0048] The above embodiments provide further measures for a two-dimensional code platform that does not have a first operation capable of processing predictions. The second type of information includes customer device information, information about the App currently opened by the customer, the App's historical scanning records, and the first type of information. Among them, the customer device information can be sent to at most multi-code general knowledge nodes through the background of the App currently opened by the customer. When training the second customer operation prediction model, historical second-type information is used. Each time a customer scans a code, an interaction record will be left with a certain two-dimensional code platform. Retrieving this transaction record can assist in inferring the behavior that the customer is about to perform currently.

[0049] See Figure 3 , in one embodiment, the method further includes:

[0050] Step 301, if there is no two-dimensional code platform capable of processing the predicted second operation, send the two-dimensional code to be recognized to all two-dimensional code platforms.

[0051] Specifically, if the above steps cannot narrow down the scope of the two-dimensional code platforms to be processed, the two-dimensional code will be synchronously distributed to all two-dimensional code platforms connected to the multi-code general knowledge platform, and each two-dimensional code platform will process it separately. If a two-dimensional code platform can correctly parse the two-dimensional code, the parsed content will be sent to the customer through a 5G message for subsequent processing (the two-dimensional code platform systems that recognize incorrectly or cannot recognize will not be processed subsequently and are directly considered unable to process).

[0052] In the embodiments of the present invention, the recognition result obtained by the two-dimensional code platform for the two-dimensional code to be recognized is interacted with the customer using a 5G message for business processing to complete the business processing.

[0053] In one embodiment, when the business processing is identity authentication, the business processing 5G message of the two-dimensional code platform is sent to a 5G message node. The business processing 5G message is used for the 5G message node to complete the customer's identity authentication and send the identity authentication result to the client and the two-dimensional code platform.

[0054] In addition to the identity authentication result, the 5G message node can also send the customer's identity information (including mobile phone number, real name, ID number) and the device id of the client to the two-dimensional code platform, where the device id of the client is obtained from the client login log.

[0055] The identity authentication can be basic information authentication such as mobile phone number or ID number. The 5G message node can be a 5G operator. The 5G message node that completes real-name authentication can help the two-dimensional code platform perform identity authentication, thereby reducing the authentication pressure on the two-dimensional code platform. If the 5G message node cannot perform identity authentication, the two-dimensional code platform will interact with the client for identity authentication.

[0056] In one embodiment, when the service processing is information confirmation, the service processing 5G message of the QR code platform is sent to the client. The service processing 5G message is used for the client to enter the confirmation information and send the confirmation information to the QR code platform.

[0057] For the above-mentioned embodiment where the customer needs to reply with simple text, the information to be confirmed by the customer can be sent through 5G messages and handed over to the client for processing. After the customer sends an uplink SMS and it is processed and passed by the QR code platform, the authentication is completed.

[0058] In one embodiment, when the service processing is information filling, the service processing 5G message of the QR code platform is sent to the client. The service processing 5G message is a visualization page generated according to artificial intelligence. The visualization page is used for the client to enter and fill in the information and send the filled information to the QR code platform.

[0059] The above-mentioned embodiment is for the case of complex information filling, relying on 5G messages + AI. The QR code platform requires the customer to enter name, ID number, mobile phone number, check the agreement, enter the graphic verification code, etc. Therefore, AI can generate a visualization page according to the elements to be authenticated by the customer carried in the 5G message and the authentication instructions of the QR code platform and send it to the customer for processing. After the customer completes the processing, an uplink SMS is sent to complete the authentication and use the functions provided by the QR code platform subsequently. In this way, the multi-code general recognition node can flexibly generate effective personalized instructions or pages for all recognizable QR codes and hand them over to the customer for processing, with a wide range of application scenarios.

[0060] It can be seen that through the back-and-forth interaction of downlink SMS and uplink SMS (the SMS content is not necessarily text, it can also be the page generated by the above-mentioned AI), the subsequent functions of the customer can be used.

[0061] After the service processing 5G message is sent to the client, the client (in the logged-in state) can also back-transmit the information that needs to be authenticated (provided that the client has this information after self-check) to the QR code platform for processing, so that the customer does not need to enter it manually.

[0062] See Figure 4 , in one embodiment, the method further includes:

[0063] Step 401, if the QR code platform corresponding to the preset feature information cannot recognize the QR code, or the QR code platform for the first operation cannot recognize the QR code, or the QR code platform for the second operation cannot recognize the QR code, send the QR code to be recognized to a QR code platform that has not been sent before;

[0064] Step 402: If all QR code platforms cannot recognize the QR code, a prompt 5G message is sent to the client, and the prompt 5G message is used to remind the customer to perform a scanning process using the reference corresponding to the QR code to be recognized.

[0065] An embodiment of the present invention also proposes a multi-QR code recognition device based on 5G messages, which is applied to a multi-code general awareness node. Its principle is similar to the multi-QR code recognition method based on 5G messages and will not be elaborated here.

[0066] Figure 5 It is a schematic diagram of the multi-QR code recognition device based on 5G messages in an embodiment of the present invention, including:

[0067] A feature judgment module 501, configured to receive the QR code to be recognized scanned by the client and judge whether the preset feature information of each QR code platform exists in the QR code to be recognized;

[0068] A sending module 502, configured to, if it exists, send the QR code to be recognized to the QR code platform corresponding to the preset feature information;

[0069] A prediction module 503, configured to, if it does not exist, input the first type of information of the customer into the first customer operation prediction model to predict the first operation of the customer. The first customer operation prediction model is trained based on the historical first type of information of multiple customers;

[0070] A query module 504, configured to query, according to the platform operation comparison table, the QR code platform that can process the predicted first operation, and send the QR code to be recognized to the QR code platform that can process the predicted first operation;

[0071] Among them, the recognition result obtained by the QR code platform for the QR code to be recognized is interacted with the customer using a service processing 5G message to complete the service processing.

[0072] In an embodiment, the prediction module is further configured to:

[0073] If there is no QR code platform that can process the predicted first operation, input the second type of information of the customer into the second customer operation prediction model to predict the second operation of the customer. The second customer operation prediction model is trained based on the historical second type of information of multiple customers;

[0074] According to the platform operation comparison table, query whether there is a QR code platform that can process the predicted second operation;

[0075] If it exists, send the QR code to be recognized to the QR code platform that can process the predicted second operation.

[0076] In an embodiment, the prediction module is further configured to:

[0077] If there is no QR code platform that can process the predicted second operation, the QR code to be recognized is sent to all QR code platforms.

[0078] In one embodiment, when the service processing is identity authentication, the service processing 5G message of the QR code platform is sent to the 5G message node. The service processing 5G message is used for the 5G message node to complete the customer's identity authentication and send the identity authentication result to the client and the QR code platform.

[0079] In one embodiment, when the service processing is information confirmation, the service processing 5G message of the QR code platform is sent to the client. The service processing 5G message is used for the client to enter confirmation information and send the confirmation information to the QR code platform.

[0080] In one embodiment, when the service processing is information filling, the service processing 5G message of the QR code platform is sent to the client. The service processing 5G message is a visualization page generated by artificial intelligence. The visualization page is used for the client to enter filling information and send the filling information to the QR code platform.

[0081] In one embodiment, the prediction module is further configured to:

[0082] If the QR code platform corresponding to the preset feature information cannot recognize the QR code, or the QR code platform for the first operation cannot recognize the QR code, or the QR code platform for the second operation cannot recognize the QR code, the QR code to be recognized is sent to the QR code platforms that have not been sent.

[0083] If all QR code platforms cannot recognize the QR code, a prompt 5G message is sent to the client. The prompt 5G message is used to remind the customer to perform a scanning process using the reference corresponding to the QR code to be recognized.

[0084] In summary, in the method and device proposed in the embodiments of the present invention, a unified multi-code general recognition node is designed for customers, and there is no need to install an APP for each type of QR code. The multi-code general recognition node can determine the corresponding QR code platform in two ways, namely feature information and predicted operation. Since there is no need to install multiple APPs, the memory and performance of the mobile device will not be reduced. In addition, the recognition result obtained by the QR code platform for the QR code to be recognized is interacted with the customer using a service processing 5G message to complete the service processing and improve the customer's reading and processing experience for multiple QR codes.

[0085] Embodiments of the present invention also provide a computer device, Figure 6Schematic diagram of a computer device in an embodiment of the present invention. The computer device 600 includes a memory 610, a processor 620, and a computer program 630 stored in the memory 610 and executable on the processor 620. When the processor 620 executes the computer program 630, the above-mentioned multi-QR code recognition method based on 5G messages is implemented.

[0086] An embodiment of the present invention also provides a computer-readable storage medium storing a computer program, which when executed by a processor, implements the above-mentioned multi-QR code recognition method based on 5G messages.

[0087] An embodiment of the present invention also provides a computer program product including a computer program, which when executed by a processor, implements the above-mentioned multi-QR code recognition method based on 5G messages.

[0088] Those skilled in the art should understand that the embodiments of the present invention can be provided as a method, a system, or a computer program product. Therefore, the present invention can take the form of a completely hardware embodiment, a completely software embodiment, or an embodiment combining software and hardware aspects. Moreover, the present invention can take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk memory, CD-ROM, optical memory, etc.) containing computer-usable program code.

[0089] The present invention is described with reference to the flowcharts and / or block diagrams of methods, apparatuses (systems), and computer program products according to embodiments of the present invention. It should be understood that each flow and / or block in the flowcharts and / or block diagrams, and the combination of flows and / or blocks in the flowcharts and / or block diagrams, can be implemented by computer program instructions. These computer program instructions can be provided to the processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing devices to generate a machine, so that the instructions executed by the processor of the computer or other programmable data processing devices generate means for implementing the functions specified in Figure 1 one or more flows and / or blocks Figure 1 one or more blocks.

[0090] These computer program instructions can also be stored in a computer-readable memory that can direct a computer or other programmable data processing device to work in a specific manner, so that the instructions stored in the computer-readable memory generate a manufactured article including instruction means, and the instruction means implements the functions specified in Figure 1 one or more flows and / or blocks Figure 1 one or more blocks.

[0091] These computer program instructions can also be loaded onto a computer or other programmable data processing apparatus, so that a series of operation steps are executed on the computer or other programmable apparatus to generate a computer-implemented process, thereby the instructions executed on the computer or other programmable apparatus provide steps for realizing the functions specified in one process or a plurality of processes and / or blocks. Figure 1 One process or a plurality of processes and / or blocks Figure 1 Steps for realizing the functions specified in one block or a plurality of blocks.

[0092] The specific embodiments described above further elaborate the object, technical solution and beneficial effects of the present invention. It should be understood that the above are only specific embodiments of the present invention and are not used to limit the protection scope of the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

Claims

1. A multi - QR code recognition method based on 5G messaging, characterized in that, Applied to a multi-code general knowledge node, including: Receiving the two-dimensional code to be recognized scanned by the client, and determining whether the two-dimensional code to be recognized has the preset feature information of each two-dimensional code platform; If it exists, sending the two-dimensional code to be recognized to the two-dimensional code platform corresponding to the preset feature information; If not, inputting the first type of information of the customer into the first customer operation prediction model to predict the first operation of the customer. The first customer operation prediction model is obtained by training based on the historical first type of information of multiple customers; According to the platform operation comparison table, querying the two-dimensional code platform that can process the predicted first operation, and sending the two-dimensional code to be recognized to the two-dimensional code platform that can process the predicted first operation; Wherein, the recognition result obtained by the two-dimensional code platform recognizing the two-dimensional code to be recognized is interacted with the customer by using the service processing 5G message to complete the service processing.

2. The method according to claim 1, characterized in that It also includes: If there is no two-dimensional code platform that can process the predicted first operation, inputting the second type of information of the customer into the second customer operation prediction model to predict the second operation of the customer. The second customer operation prediction model is obtained by training based on the historical second type of information of multiple customers; According to the platform operation comparison table, querying whether there is a two-dimensional code platform that can process the predicted second operation; If it exists, sending the two-dimensional code to be recognized to the two-dimensional code platform that can process the predicted second operation.

3. The method according to claim 2, characterized in that, It also includes: If there is no two-dimensional code platform that can process the predicted second operation, sending the two-dimensional code to be recognized to all two-dimensional code platforms.

4. The method according to claim 1, characterized in that When the service processing is identity authentication, the service processing 5G message of the two-dimensional code platform is sent to the 5G message node. The service processing 5G message is used for the 5G message node to complete the identity authentication of the customer and send the identity authentication result to the client and the two-dimensional code platform.

5. The method according to claim 1, wherein When the service processing is information confirmation, the service processing 5G message of the two-dimensional code platform is sent to the client. The service processing 5G message is used for the client to enter the confirmation information and send the confirmation information to the two-dimensional code platform.

6. The method according to claim 1, wherein When the service processing is information filling, the service processing 5G message of the two-dimensional code platform is sent to the client. The service processing 5G message is a visual page generated by artificial intelligence. The visual page is used for the client to enter and fill in information and send the filled information to the two-dimensional code platform.

7. The method according to claim 1, wherein It also includes: If the two-dimensional code platform corresponding to the preset feature information cannot recognize the two-dimensional code, or the two-dimensional code platform of the first operation cannot recognize the two-dimensional code, or the two-dimensional code platform of the second operation cannot recognize the two-dimensional code, sending the two-dimensional code to be recognized to the two-dimensional code platform that has not been sent; If all two-dimensional code platforms cannot recognize the two-dimensional code, sending a prompt 5G message to the client. The prompt 5G message is used to remind the customer to perform a scanning process using the reference corresponding to the two-dimensional code to be recognized.

8. A multi-two-dimensional code recognition device based on 5G messaging, characterized in that, Applied to a multi-code general knowledge node, including: A feature judgment module, configured to receive the two-dimensional code to be recognized scanned by the client, and determine whether the two-dimensional code to be recognized has the preset feature information of each two-dimensional code platform; A sending module, configured to send the two-dimensional code to be recognized to the two-dimensional code platform corresponding to the preset feature information if it exists; A prediction module, configured to input the first type of information of the customer into a first customer operation prediction model to predict the first operation of the customer if it does not exist, and the first customer operation prediction model is obtained by training based on the historical first type of information of multiple customers; A query module, configured to query, according to a platform operation comparison table, a two-dimensional code platform capable of processing the predicted first operation, and send the two-dimensional code to be recognized to the two-dimensional code platform capable of processing the predicted first operation; Wherein, the recognition result obtained by the two-dimensional code platform recognizing the two-dimensional code to be recognized is interacted with the customer by using a service processing 5G message to complete the service processing.

9. A computer device, comprising a memory, a processor, and a computer program stored on the memory and executable on the processor, characterized in that, When the processor executes the computer program, the method according to any one of claims 1 to 7 is implemented.

10. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores a computer program, and when the computer program is executed by the processor, the method according to any one of claims 1 to 7 is implemented.

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

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