CN113923610A

CN113923610A - Short message service platform based on 5G communication

Info

Publication number: CN113923610A
Application number: CN202111526942.XA
Authority: CN
Inventors: 陈晓民; 庞艳红; 程崇亮; 姚颖俊
Original assignee: China Datacom Corp ltd
Current assignee: China Datacom Corp ltd
Priority date: 2021-12-15
Filing date: 2021-12-15
Publication date: 2022-01-11
Anticipated expiration: 2041-12-15
Also published as: CN113923610B

Abstract

The invention relates to the technical field of communication, and particularly provides a short message service platform based on 5G communication, which comprises the following components: the execution command acquisition module acquires a short message execution command through the short message acquisition device, wherein the short message execution command carries user communication information and short message information; the message extraction module is used for acquiring a short message execution command identifier according to the user communication information and the short message information; the execution command input module is used for inputting the short message execution command identification into a preset message training model; the invention provides flexible sending strategy and changeable sending index through the short message service platform based on 5G communication, improves the transmission efficiency of the message, shields sensitive and invalid information and improves the use interest of customers.

Description

Short message service platform based on 5G communication

Technical Field

The invention relates to the technical field of communication, in particular to a short message service platform based on 5G communication.

Background

With the advance of the commercialization process of the 5G technology, operators greatly popularize 5G messages which are one of important applications of the 5G technology, and many enterprises invest in development of scene contents based on the 5G messages, the traditional short messages are gradually upgraded to the 5G messages, the 5G messages support presentation of media contents such as texts, pictures, videos, positions and the like, support card-type layout display of message contents, support realization of basic interaction through buttons/menus, and simultaneously, can bring great improvement to user interaction experience.

The 5G message platform has the excellent experience, intelligent interaction and other functions and product advantages of rich media messages, the information service of enterprises to users is innovated, the core competitiveness of the enterprises is improved, the application of the MaaP platform can explore business modes in many industrial scenes, differentiated bright spots are mined, and the requirements of the enterprises and the users are met.

However, at the present stage, the 5G messaging platform cannot customize personalized information for a client, so that the client needs to acquire and edit messages separately in the using process, and the using interest of the client cannot be stimulated, and therefore, a short message messaging service platform based on 5G communication is provided.

Disclosure of Invention

The invention aims to provide a short message service platform based on 5G communication, which aims to solve the problem that the current 5G message platform cannot customize personalized information for a client, so that the client needs to acquire and edit messages independently in the using process and cannot arouse the using interest of the client.

In order to achieve the purpose, the invention provides the following technical scheme:

a short message service platform based on 5G communication comprises the following components:

the execution command acquisition module acquires a short message execution command through the short message acquisition device, wherein the short message execution command carries user communication information and short message information;

the message extraction module is used for acquiring a short message execution command identifier according to the user communication information and the short message information;

the short message training module is used for inputting a short message execution command identifier into a preset message training model, and the message training model is obtained through multiple groups of training data and outputs information matching degree;

the information matching degree acquisition module is used for acquiring information matching degree, and the information matching degree is used for expressing the matching degree between the short message execution command identifier and the standard information command identifier;

the information matching degree judging module is used for judging whether the information matching degree meets the preset matching degree;

and the sending instruction acquisition module is used for acquiring a first sending instruction when the first sending instruction is met, and the first sending instruction is used for executing short message sending operation.

Further, the short message service platform based on 5G communication further includes a short message construction module, and the short message construction module includes:

the sending instruction input module is used for acquiring a first sending instruction sent by the sending instruction acquisition module, inputting the first sending instruction into a preset short message building model and outputting an information issuing instruction;

the issuing instruction judging module is used for acquiring an information issuing instruction, and whether the information issuing instruction meets a preset information issuing condition or not;

and the issuing instruction acquisition module is used for acquiring a message issuing instruction when the condition is met, and the message issuing instruction is used for executing the operation of sending the message to the user.

Further, the method also comprises a message training model forming device, wherein the message training model forming device comprises:

the command identifier acquisition module is used for acquiring the information command identifier in the information command identifier library;

the identification characteristic point integration module is used for identifying and integrating the identification characteristic points of the information command according to the information command identification;

and the identification characteristic point acquisition module is used for acquiring the identification characteristic points of the information commands, and integrating the identification characteristic points of the information commands one by one to form a standard information command identification library.

Further, the short message building module further comprises a short message building model forming device, and the short message building model forming device comprises:

the creation command acquisition module acquires a short message creation command through the short message acquisition device:

the message type judging module extracts a short message creating command and judges a creating message type, wherein the creating message type comprises a card message, a text message, a multimedia message, a geographical position and a video short message;

the message type input module is used for inputting a created message type and inputting the created message type into a message creation database, wherein the message creation database comprises a newly-added card message template, a multi-card message template, a newly-added text message template, a newly-added multimedia message template, a newly-added geographic position message template and a newly-added video message template;

and the issuing instruction acquisition module is used for acquiring the information issuing instruction in the standard message creation database.

Further, still include the message communication module, the message communication module includes:

the communication docking module is used for acquiring a short message execution command, and the short message execution command carries user communication information and short message information;

the communication transcoding module extracts and acquires a short message execution command, transcodes a short message execution command protocol based on a cloud platform protocol interface specification, and the cloud platform protocol interface specification is based on the international technical standards of 3GPP, RFC, RCC, GSMA IR.92, IETF and OMA;

the preset standard judgment module receives the protocol transcoding through the short message acquisition device and judges whether the protocol transcoding meets a 5G fallback preset standard or not;

when the message protocol transcoding is judged to meet the preset message issuing condition, issuing the message information;

when the message protocol transcoding is judged to be not in accordance with the preset message issuing condition, performing non-5G message terminal short message fallback issuing on the message information;

the step of judging that the message protocol transcoding meets the preset message issuing condition comprises the following steps:

and judging whether the user terminal is a 5G message terminal or not, and when the user terminal is not the 5G message terminal, returning the terminal in a normal short message + CH5 or a video short message + CH5 mode.

Further, when the message protocol transcoding is judged to meet the preset message issuing condition, the drop-back selectable mode for issuing the message information is as follows:

sending through 5G industrial messages, and if the messages are unsuccessful, returning the short messages;

sending through 5G industry message, if unsuccessful, falling back UP1.0 message;

and sending through 5G industrial messages, and if the messages are unsuccessful, returning the video short messages.

Further, the system also comprises a message auditing module, wherein the message auditing module comprises:

the protocol transcoding acquisition module is used for acquiring protocol transcoding;

the risk matching degree judging module is used for transcoding according to the acquired protocol, inputting a risk verification training model, obtaining the risk verification training model through a plurality of groups of training data, comparing the sensory information database with the protocol transcoding one by one, and outputting the risk matching degree;

the risk matching degree obtaining module is used for obtaining the output risk matching degree, and the risk matching degree is used for expressing the matching degree of the protocol transcoding and the standard safety information;

and the risk matching degree judging module is used for judging the matching degree between the risk matching degree and a preset risk matching degree.

Further, the risk auditing training model building device is further included, and comprises:

the sensitive information judging module extracts a short message establishing command, inputs the short message establishing command, judges the sensitive information and judges the type of the sensitive information to comprise four aspects of text identification and verification, picture identification and verification, video identification and verification and link identification and verification;

and the sensitive information integration module is used for integrating the sensitive information in the short message creating command to form a sensitive information database.

Further, the message management module includes:

the sending object acquisition module is used for inputting user communication information and acquiring an information sending object;

and the sending content searching module is used for inputting the acquired information sending object, extracting an information issuing instruction, and inquiring the sent 5G message short message, the replied 5G message short message and the platform log of the user.

Further, the information sending object is obtained through enterprise address book, personal address book, public group and private group selection, direct input of mobile phone number, import of object and import of mobile phone number file support Txt or Excel.

In conclusion, compared with the prior art, the invention has the following beneficial effects:

the short message service platform based on 5G communication provided by the embodiment of the invention acquires a short message execution command through a short message acquisition device, acquires a short message execution command identifier, inputs the short message execution command identifier into a preset message training model, the message training model is acquired through a plurality of groups of training data, outputs information matching degree, judges whether the information matching degree meets the preset matching degree or not, acquires a first sending instruction, the first sending instruction is used for executing short message sending operation, the platform provides flexible sending strategies and feasible sending indexes, supports non-5G message terminals, has strong business capability, channel capability, information safety control capability, personalized customization service and capability opening, and can support enterprise users to flexibly set and butt up personalized application scenes according to self business characteristics, meanwhile, the APP does not need to be installed, the personal privacy of the user can be protected on the public social APP, the platform provides a flexible sending strategy and a changeable sending index, the transmission efficiency of the message is improved, sensitive and invalid information is shielded, and the use interest of the user is improved.

Drawings

Fig. 1 is a schematic structural diagram of a short message service platform based on 5G communication according to embodiment 1 of the present invention.

Fig. 2 is a schematic structural diagram of a short message construction module according to embodiment 2 of the present invention.

Fig. 3 is a schematic structural diagram of a message training model forming apparatus according to embodiment 3 of the present invention.

Fig. 4 is a schematic structural diagram of a short message building model forming device according to embodiment 4 of the present invention.

Fig. 5 is a schematic structural diagram of a message communication module according to embodiment 5 of the present invention.

Fig. 6 is a schematic structural diagram of a message auditing module according to embodiment 6 of the present invention.

Fig. 7 is a schematic structural diagram of a risk audit training model building apparatus according to embodiment 6 of the present invention.

Fig. 8 is a schematic structural diagram of a message management module according to embodiment 7 of the present invention.

Fig. 9 is a flowchart of a method for providing a short message service based on 5G communication according to embodiment 8 of the present invention.

Fig. 10 is a schematic view of a display interface when the first sending instruction provided in embodiment 1 is used to execute a short message sending operation.

Fig. 11 is a schematic view of a display interface when a new card message template is created according to embodiment 4 of the present invention.

Detailed Description

The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all embodiments, and all other embodiments obtained by a person of ordinary skill in the art without creative efforts based on the embodiments of the present invention belong to the protection scope of the present invention.

Example 1

Fig. 1 shows a block diagram of a short message service platform based on 5G communication according to embodiment 1 of the present invention, which is applied to a terminal, where the terminal may be a notebook computer, a Personal Digital Assistant (PDA), a mobile phone, and other devices capable of performing communication, and is not limited specifically, and the short message service platform based on 5G communication includes:

the execution command acquisition module 11 acquires a short message execution command through the short message acquisition device, wherein the short message execution command carries user communication information and short message information.

In this embodiment, when a short message execution command needs to be acquired, the short message acquisition device verifies login information input by a user, and the verification manner includes, but is not limited to, a random character string, a fixed character string, voice recognition, and facial feature recognition, where the voice recognition depends on a recording device and a video recording device arranged on a terminal to perform acquisition, the facial feature recognition means takes a picture of the face of the user through a camera/monitor on the terminal, and then extracts feature point information formed by the left eye, the right eye, the nose, the mouth, and the chin of the user in the picture, where the example of the face image information is only to facilitate understanding of the scheme, and the selection of specific face image information can be flexibly set according to actual needs, and is not limited herein.

In this embodiment, the short message gateway can extract a terminal identifier of a short message sender from the verification short message, so as to carry the terminal identifier in the verification message for sending, and the short message service platform receives the terminal identifier of the short message sender, thereby completing verification of the login information.

In the embodiments of the present invention. For example, a bank user may complete the collection and authentication of user communication information and short message information through a user terminal by inputting a user account and a user password, and perform account and password verification for each logged-in user at the same time. When the user distributes the account, the mobile phone number, the mailbox, the validity and the password invalidation rule of the user account can be set. The account of each user can independently distribute the role relationship, and the operation authority of the system is limited.

And the message extraction module 12, wherein the message extraction module 12 is configured to obtain a short message execution command identifier according to the user communication information and the short message information.

In this embodiment, the network access mode for obtaining the short message execution command identifier includes, but is not limited to, a network access mode, a VPN access mode, and a private line access mode, where the network access mode is an access mode in which the short message execution command identifier is docked with a third-party system through an internet broadband, and an https encryption mode is adopted.

The VPN access adopts an https encryption mode, and the data network transmission adopts a VPDN encryption tunnel mode to realize the data isolated transmission with the public network.

And private line access adopts a private line to transmit data, so that the security and the stability are highest.

And the execution command input module 13 is used for inputting the short message execution command identifier into a preset message training model, and the message training model is obtained through multiple groups of training data and outputs the information matching degree.

The short message execution command identification input message training model is used for continuous training, so that the output training result is more accurate. The message training model is a neural network model, namely a neural network model in machine learning, and a Neural Network (NN) is a complex neural network system formed by widely interconnecting a large number of simple processing units (called neurons), reflects many basic characteristics of human brain functions, and is a highly complex nonlinear dynamical learning system. Briefly, it is a mathematical model. In the embodiment of the application, the short message execution command identifier is input into a message training model for continuous training, and the data matching degree information of the identifier is used for training the neural network model.

The principle of the message training model is to screen out a valuable target original command identifier from the current original command identifier, and the method comprises the steps of performing basic training on the machine learning model to be trained for N times based on a public data set to obtain N initial machine learning models;

wherein N is greater than or equal to 2; for each current original command identifier, respectively inputting the current original command identifier into N initial machine learning models to obtain N initial output results of the current original command identifier; and taking the N original command identifications with different initial output results as the screened valuable target original command identifications.

The process of training the neural network model is essentially a process of supervised learning, and the multiple groups of training data are specifically as follows: short message information and identification information for identifying data matching degree, if the output information is consistent with the requirement of the data matching degree information playing the role of identification, the data supervised learning is finished, and then the next group of data supervised learning is carried out; and if the output information is inconsistent with the requirement of the data matching degree information playing the role of identification, the neural network learning model adjusts itself until the output result of the neural network learning model is consistent with the requirement of the data matching degree information playing the role of identification, and then the supervised learning of the next group of data is carried out. The neural network learning model is continuously corrected and optimized through training data, and therefore the technical effect that the matching degree between the short message information and the standard information command identification is more accurate is achieved.

An information matching degree obtaining module 14, configured to obtain an information matching degree, where the information matching degree is used to indicate a matching degree between the short message execution command identifier and the standard information command identifier;

and the information matching degree judging module 15 is used for judging whether the information matching degree meets the preset matching degree.

In this embodiment, each small sub data set of the standard information command identifier corresponding to different clients is generated by matching the data of the standard information command identifier with the short message execution command identifier that the client needs to edit or acquire. The method can quickly provide the standard information command identification when the client can edit or needs to obtain the message, thereby reducing the editing time of the client, reducing the editing error rate and providing personalized customized service for the client.

For example: traffic trip under epidemic situation prevention and control for not only can issue information such as bus code, but also personal health code through 5G message information command sign, the user directly passes through 5G message interface, clicks the card and can show the two-dimensional code, reduces gate traffic time, improves trip efficiency and has ensured the safe traffic trip under the epidemic situation environment.

In this embodiment, when the information matching degree is judged not to satisfy the preset matching degree, the short message construction module 17 is executed to construct the novel short message template.

A sending instruction obtaining module 16, where the sending instruction obtaining module 16 is configured to obtain a first sending instruction when the first sending instruction is met, and the first sending instruction is used to execute a short message sending operation.

And after receiving information such as card information, text information, multimedia information, geographic position, video short message, address book receiving mode and the like input by a user, sending the product information to the client.

In this embodiment, fig. 10 shows a specific example that the short message sending operation specifically uses the advantages of the Chatbot interaction robot in the 5G multimedia message, and while displaying a large-capacity multimedia content, rich news content and "old modification" information are pushed to residents in time in a simpler, faster, and safer short message manner, so that the living quarters of the residents are prevented from being affected by the modification project to the greatest extent, and the civil opinion touching and satisfaction survey is performed through the 5G message, so that the government affairs service can better serve the basic governance and the improvement of the civil life, wherein the first sending instruction is that the residents obtain the modification construction notification, the road closure notification, the modification construction complaint, the modification opinion solicitation, the modification answer, the modification survey result, the security promotion, the transaction preparation, the feedback result, the convenience phone, the payment information, the water stop notification, the question notification, the, Power failure notification, network stop notification, and temporary emergency notification.

In another embodiment of the present invention, a specific example is that, when the method is applied to the financial industry, a service closed loop cannot be formed by traditional short multimedia message popularization, and many interested customers abandon services because the interaction cannot be continuously performed; the public social APP mode can form a closed loop but has many limitations on the realization of a service interaction scenario. The abundant presentation form of the 5G message is matched with the abundant value-added capability of the 5G message cloud platform, so that the service closed loop can be perfectly realized, the enterprise can be helped to obtain customers, and the service achievement rate is improved.

In the embodiment, a typical scene of the service of the bank online network point is realized on a 5G message Chatbot, and the 5G message is shown from aspects of self-service consultation and handling of a user, bank promotion, service of a customer manager and the like to be pushed by the user. The product realizes the functions of two roles of a client manager side and a user side on one Chatbot number, and fully shows the good support of the Chatbot on multiple roles, multiple services and cross scenes.

In another embodiment of the present invention, as a specific example, when the method is applied to a bank credit card, a user may obtain a monthly credit card bill through a 5G message, complete a payment, query a credit line, apply for an increase of the credit line, recommend a friend to handle the card, and apply for a bill extension.

In another embodiment of the present invention, a specific example is that, when the system is applied to a medical system, a patient does not need to download or pay attention through a 5G message, so that procedures such as registration, inquiry, payment, medication notification, and the like can be provided to the patient in a more convenient and fast manner, thereby effectively and fundamentally solving the problem of difficult medical care, medical staff can acquire each system of the hospital, HIS (hospital information system), EMRS (electronic medical record system), PACS (image archiving and communication system), RIS (radiology information management system), thereby improving the work efficiency of doctors or nurses in medical care to the greatest extent, and simultaneously combining with the improvement of informatization of the 5G message, the patient can reduce complicated procedures when the hospital takes a doctor, thereby achieving better medical service enjoyment.

Example 2

The short message service platform based on 5G communication further includes a short message construction module 17, fig. 2 shows a module structure diagram of the short message construction module 17 provided in embodiment 2 of the present invention, and the short message construction module 17 includes:

a sending instruction input module 171, configured to acquire a first sending instruction sent by the sending instruction acquisition module 16, input the first sending instruction into a preset short message building model, and output an information issuing instruction;

the issuing instruction judging module 172 acquires an information issuing instruction, and whether the information issuing instruction meets a preset message issuing condition;

and an issue instruction obtaining module 173, where the issue instruction obtaining module 173 is configured to obtain a message issue instruction when the condition is met, and the message issue instruction is used to execute an operation of sending a message to a user.

In this embodiment, the short message establishing module 17 further includes:

the release condition determining unit is used for reducing the execution rule of the preset message release condition to form a message release fuzzy rule when the information release instruction does not accord with the preset message release condition;

the issuing condition acquisition unit is used for acquiring the first sending instruction, executing to form a message issuing fuzzy rule according to the first sending instruction and outputting an information issuing instruction;

and the issuing condition judging unit is used for acquiring the information issuing instruction and judging whether the information issuing instruction meets the preset information issuing condition, if so, the information issuing instruction is used for executing the operation of sending the information to the user, and if not, the information issuing instruction is stored.

In this embodiment, the execution criteria of the message publishing fuzzy rule are keyword configuration, key picture, key video, and n continuous digits of a card, specifically, when the keyword configuration criteria is adopted, the number of words of the keyword is limited to 10, and there are 3 ways, namely, card, text, and multimedia. When the key picture configuration standard is adopted, the definition of the picture is not less than 1M, and the proportion of the picture to the complete picture is one third, one fourth or one fifth.

In this embodiment, the issuing instruction obtaining module 173 may directly input the 5G message short message sending content or select the content from the 5G message short message template list on the right side of the 5G message short message sending page; the 5G message short message content template can be created by self, and the created template content is 1000 Chinese characters at most; the 5G message short message sending can be divided into immediate sending and timed sending of the 5G message short message according to different sending times.

In this embodiment, the issued instruction obtaining module 173 includes:

the object acquisition unit acquires a transmission object through a 5G message short message transmission page;

the sending object determining unit is used for matching the communication address, the communication number and the sending type of the sending object and determining a message issuing instruction corresponding to the sending object;

and the short message building model acquisition unit is used for acquiring a message issuing instruction corresponding to the short message building model and the sending object and executing the message issuing instruction to the client.

In this embodiment, the default selection is to carry the user signature, the user signature is added to the end of the content of the 5G message, the default status report that needs to be replied is provided, the sending box can check the sending status of the 5G message, when the "department signature carrying" is selected, the corresponding department is added to the end of the content of the 5G message, and the selection of the 5G message that needs to be replied indicates that the 5G message can be replied.

Example 3

The short message service platform based on 5G communication further includes a message training model forming device 18, fig. 3 shows a block diagram of the message training model forming device 18 according to embodiment 3 of the present invention, where the message training model forming device 18 includes:

a command identifier acquiring module 181, configured to acquire an information command identifier in the information command identifier library;

an identification feature point integration module 182 that identifies feature points according to the information command identification integration information command;

the identification feature point obtaining module 183 obtains the identification feature points of the information command, and integrates the identification feature points of the information command one by one to form a standard information command identification library.

In this embodiment, the information command identification feature points are picture feature points, video feature points, text feature points, and link feature points, specifically, the picture feature points are a title, a cover, an abstract, an author, an original text link, and a text in an input picture, and a recommended size of the cover is: 900 pixels by 500 pixels; specifically, the video feature points include, but are not limited to, characters, barrages, content scenes, and video classification tags in the video, and specifically, the text feature points include, but are not limited to, a title of a pure character, a content of a text, comments, a nickname, a file name, and the like for auditing. Specifically, the link feature points include, but are not limited to, a website security icon, a website security certificate, and a website green pass.

Example 4

In this embodiment, the short message building module 17 further includes a short message building model forming device 19, fig. 4 shows a module structure diagram of the short message building model forming device 19 provided in embodiment 4 of the present invention, and the short message building model forming device 19 includes:

the creation command acquisition module 191 acquires the short message creation command through the short message acquisition device.

The message type determining module 192 extracts the short message creating command and determines the type of the created message, wherein the type of the created message includes a card message, a text message, a multimedia message, a geographic location, and a video message.

A message type input module 193, configured to input a created message type, and input the created message type into a message creation database, where the message creation database includes an additional card message template, a multi-card message template, an additional text message template, an additional multimedia message template, an additional geographic location message template, and an additional video message template.

In this embodiment, as shown in fig. 11, the creating step of the new card message template is as follows:

step S101, acquiring a template name, and presenting the template name in a background;

step S102, reading a first picture (the size of the first picture is 312 multiplied by 200), inserting pictures, videos and voices, and inputting titles and contents, wherein the titles are necessary to be filled;

step S103, card button information is obtained according to the read first picture of the adding scene;

step S104, judging a card adding mode, wherein the adding mode is adding a link, directly inputting a telephone number, selecting a corresponding keyword and inputting a terminal position;

and step S105, acquiring the message template data of the newly added card, and executing the message template operation of the newly added card.

And the issuing instruction obtaining module 194 is configured to obtain an information issuing instruction in the standard message creation database.

Example 5

In this embodiment, the present invention further includes a message communication module 21, and fig. 5 shows a module structure diagram of the message communication module 21 provided in embodiment 5 of the present invention, where the message communication module 21 includes:

the communication docking module 211 is configured to acquire a short message execution command, where the short message execution command carries user communication information and short message information;

in this embodiment, the communication docking module 211 is applied to message transmission between an enterprise and a user, can dock MaaP platforms of three operators, namely china mobile, china unicom and china telecom, and can implement an industry-oriented message service platform based on RCS rich media message function and by combining technologies such as chat robots (chatbots), NLPs (natural language processing), and AIs, and can send rich media messages such as verification codes, order notification, promotion notification, discount promotion, and the like to customers, thereby providing convenient operations and services for the enterprise, improving user experience, and improving enterprise business income and product income.

The communication transcoding module 212 extracts and obtains the short message execution command, and transcodes the short message execution command protocol based on a cloud platform protocol interface specification, wherein the cloud platform protocol interface specification is based on 3GPP, RFC, RCC, GSMA ir.92, IETF, OMA international technical standards.

The preset standard judging module 213 receives the protocol transcoding through the short message acquisition device, and judges whether the protocol transcoding meets the 5G fallback preset standard or not;

and when the message protocol transcoding is judged to accord with the preset message issuing condition, issuing the message information.

In this embodiment, the platform can create various sending messages and perform a fallback mode when issuing a task, including selecting a common short message or a video short message. The platform selectable transmission types include: the short message sending method comprises the steps of sending only through 5G industrial messages, sending only through the 5G industrial messages first, falling short messages if the short messages are unsuccessful, sending only through the 5G industrial messages first, falling IP1.0 messages if the short messages are unsuccessful, sending only through the 5G industrial messages first, and falling video short messages if the short messages are unsuccessful, and meets the short message sending requirements of all 2G/3G/4G/5G mobile phone terminals on the market. The sending message creation types include card messages, text messages, multimedia messages, geographic locations, and video messages.

Meanwhile, the functions of receiving and sending short messages are realized, the uplink and downlink capacity of the short messages is supported, long short messages are sent, and all channels can support timed sending within 24 hours. And performing unpacking processing function on the received short message according to a CMPP protocol to generate short message content data. And generating a message conforming to the CMPP protocol for the content data of the sent short message according to the CMPP protocol packing processing function. And receiving a status report sent by the short message gateway, wherein the retransmission can be performed if the short message is failed to be sent, and the retransmission times can be configured. The system provides a management function connected with the short message gateway, and can realize an automatic reconnection function after the connection with the short message gateway fails. Short message gateway connection information, such as IP address, port number, connection account password and the like, can be configured. The system stores the log of the short message uplink and downlink and provides the functions of sending, receiving, recording and inquiring the short message uplink and downlink.

In this embodiment, when it is determined that the message protocol transcoding meets a preset message delivery condition, a fallback method for delivering the message information is selected as follows:

In this embodiment, in order to ensure the security of information data transmission, a standard SMGP protocol is used for data transmission. And adopting account and password authentication according to the protocol specification. The authentication information is encrypted according to the protocol requirements. The data transmission in the system adopts a message queue mode, and all data are transmitted by adopting binary data streams and are invisible to the outside. And simultaneously, all system configuration data are written into the physical database, and the background memory database automatically synchronizes incremental data to the local. The background process running process of the system has no direct interaction with the physical database. Physical database failures do not affect system operation. The background adopts a multi-host mutual backup deployment mode, so that system paralysis caused by single-point failure is avoided. When a single node fails, other nodes automatically carry all data processing and transmission of the failed node. The system provides a sensitive information interception function and intercepts and prompts the short message content with sensitive information. The system provides a black and white list function and intercepts short messages of all blacklist users.

Example 6

In this embodiment, the present invention further includes a message auditing module 22, and fig. 6 shows a module structure diagram of the message auditing module 22 according to embodiment 6 of the present invention, where the message auditing module 22 includes:

a protocol transcoding acquiring module 221, configured to acquire protocol transcoding;

a risk matching degree judgment module 222, configured to transcode according to the obtained protocol, input a risk verification training model, where the risk verification training model is obtained by multiple sets of training data, compare the sensory information database and the protocol transcode one by one, and output a risk matching degree;

in this embodiment, the protocol transcoding is input into the risk audit training model for continuous training, so that the output training result is more accurate. The risk auditing training model is a neural network model, namely a neural network model in machine learning, a Neural Network (NN) is a complex neural network system formed by widely interconnecting a large number of simple processing units (called neurons), reflects a plurality of basic characteristics of human brain functions, and is a highly complex nonlinear dynamical learning system. Briefly, it is a mathematical model. In the embodiment of the application, the protocol transcoding is input into a risk audit training model for continuous training, so that the matching degree of the protocol transcoding and standard safety information is more optimized and accurate.

A risk matching degree obtaining module 223, configured to obtain the output risk matching degree, where the risk matching degree is used to represent a matching degree between the protocol transcoding and the standard security information;

a risk matching degree determining module 224, configured to determine a matching degree between the risk matching degree and a preset risk matching degree.

The embodiment of the present invention further includes a risk audit training model construction device 23, and fig. 7 shows a module structure diagram of the risk audit training model construction device 23 provided in embodiment 6 of the present invention, where the risk audit training model construction device 23 includes:

the sensitive information judging module 231 is used for extracting a short message creating command, inputting the short message creating command, judging sensitive information, and judging the type of the sensitive information to comprise four aspects of text identification and audit, picture identification and audit, video identification and audit and link identification and audit;

and the sensitive information integration module 232 is configured to integrate the sensitive information in the short message creation command to form a sensitive information database.

In this embodiment, the text recognition audit will enter the audit platform to audit the relevant data submitted by the industry client or user, and audit the UGC content submitted by the industry client or user.

And (4) checking the conventional text contents, namely checking the contents such as the titles, the text contents, comments, nicknames, file names and the like of the pure characters.

In this embodiment, the text recognition audit includes:

the text semantic filtering unit is a scheme for carrying out targeted filtering on the semantics contained in the text content, and has the advantages of strong pertinence, accurate filtering, flexible configuration and the like.

The behavior pattern filtering unit is a scheme for analyzing and filtering a comprehensive behavior pattern aiming at various information such as publisher behaviors, attributions and the like, and has the advantages of wide coverage, strong pre-judging performance and the like.

The natural language processing unit is a filtering scheme for carrying out normalization processing on the language aiming at the characteristics of complex and changeable language environment in the natural language, and has the advantages of strong deformation processing capability, multiple types of processed languages and the like.

A multi-language filtering unit supporting minority languages: tibetan language and Wei language; foreign languages are supported including, but not limited to, English, German, French, Latin.

In this embodiment, the image recognition and review includes:

the user modifies the uploaded user head portrait through the data, and the user head portrait enters the picture auditing menu for auditing after the picture is uploaded successfully; the picture auditing comprises user head portrait auditing (face recognition), yellow surveillance detection, riot terrorism detection, advertisement detection and the like. The user avatar detection is taken as an example to introduce the picture auditing function.

Specifically, the picture detection includes:

the yellow monitoring detection unit defines information including obvious sexual behaviors, exposed sensitive parts of females, exposed lower bodies of males (including dew points, sharp bulges, and hidden and partly appearing) and the like as pornographic pictures; the detection result returns three states: deletion (pornography), plausibility (sexuality), and returning a score value through each result, the score value is closer to 1, and the result is more accurate in the normal state.

The riot and terrorist detection unit is specially used for defining scenes such as guns, anti-riots, war and fighting and other information containing terrorist related characteristics as riot and terrorist pictures; the detection result returns two states: delete (riot), pass.

The advertisement detection garden unit reflects the popularization intention of the text information containing definite semantics, and the form of the text information includes but is not limited to the reproduction of the picture with characters/watermarks, two-dimensional information and the like defined as the advertisement picture. The advertising interface is packaged with OCR recognition, characters in the picture can be recognized, and the accuracy of the detection result is further ensured to return to two states: delete (advertisement), pass.

The face recognition unit can recognize face information contained in the pictures, and the face information comprises identity recognition (political leaders, sensitive political figures and stars), face number, face proportion, mask detection, age bracket detection and cartoon detection. The detection result-result status can be returned according to the customer customized requirements: and deleting and passing.

In this embodiment, the video identification audit includes:

a user uploads videos in a service system or transmits a piece of data with the videos, and the user enters a video auditing menu of an auditing platform to audit the videos after the videos are uploaded successfully. And auditing the video audit under the audit platform menu.

Video auditing exists in a large amount in instant communication services, and is generally realized by manual auditing and system auditing interactive auditing, firstly, the system auditing is automatically audited aiming at that video frames are extracted and converted into pictures, characters in the videos, barrages, content scenes, video classification labels and the like, and then accurate judgment is finished through the manual auditing. And (5) video detection.

Video frame extraction: 0 < Tim, which is less than =1min, and 10 sheets are cut; 1 & lt Tim, which is less than =2min, and cutting 20 sheets; and so on. The video is cut into 100 to 400 pieces in more than 10 minutes.

The system comprises a character and audio detection unit, a live broadcast video scene message comment detection unit and a barrage detection unit; detecting video subtitles on demand; and audio voice recognition detection.

The content analysis unit analyzes the video theme, the character and the scene; video classification and label extraction.

And the manual auditing unit is used for pushing the label auditing result of the machine to a manual auditing platform to assist the manual auditing personnel in accurate judgment.

In this embodiment, the link identification audit includes: the link library is used for automatically checking the judged violation address according to manual checking and the system, and the system checks that the keyword is filtered by capturing title information, summary information and the like of the page in a crawler mode.

Example 7

In this embodiment, the present invention further includes a message management module 24, and fig. 8 shows a module structure diagram of the message management module 24 according to embodiment 7 of the present invention, where the message management module 24 includes:

a transmission object obtaining module 241, configured to input user communication information and obtain an information transmission object;

the sending content lookup module 242 inputs the obtained information sending object, extracts the information issuing instruction, and queries the 5G message sent by the user, replies the 5G message, and queries the platform log.

In this embodiment, the information sending object is obtained by selecting from an enterprise address book, a personal address book, a public group and a private group, directly inputting a mobile phone number, importing the object, and obtaining the imported mobile phone number file support Txt or Excel.

In this embodiment, the platform log query refers to a detailed view of the user operation condition and the operation time, and inputs query content in the query condition.

The query can be accurately carried out, and the log can be exported to an excel table for viewing.

And querying according to the log types, and selecting one type from the log type drop-down list for querying.

And querying according to the log level, and selecting one level in a log level drop-down list for querying.

And inquiring according to the starting time, inputting the starting time and the ending time, and inquiring.

And combining the queries, selecting the log type, the log level, the starting time and the ending time, and performing accurate query.

In this embodiment, the reply 5G message is a 5G message replied by the user, including a 5G message replied to another user, and the difference from the inbox is that the inbox can only receive the reply 5G message from the current user. This section, in turn, supports query, and export functions.

The method for inquiring and replying the 5G message short message comprises the following steps: and inquiring according to the starting time, inputting the starting time and the ending time, and inquiring.

And inquiring according to the mobile phone number, inputting the mobile phone number of the replying person, and inquiring.

And inquiring according to the name, inputting the name of the replying person, and inquiring.

And (4) performing combined query, inputting the starting time and the ending time, the mobile phone number and the name, and performing accurate query.

In this embodiment, the sent 5G message short message query refers to a 5G message short message sent by the current user or other users, and the statistics is here both, and the difference from the sent mailbox is that the sent mailbox can only see the sent 5G message short message of the current user, and this part also supports the query and export functions.

And inquiring according to the mobile phone number, inputting the mobile phone number of the sender, and inquiring.

And inquiring according to the name, inputting the name and inquiring.

Example 8

In this embodiment, fig. 8 shows an implementation process of a short message service platform based on 5G communication according to embodiment 8 of the present invention, where the short message service method based on 5G communication is applied to a computer device with a display screen, and the computer device may be a mobile phone, a notebook, or other device capable of performing communication, and is not particularly limited to the following, and the short message service method based on 5G communication is detailed as follows:

and step S100, acquiring a short message execution command through a short message acquisition device.

And step S200, obtaining a short message execution command identifier according to the user communication information and the short message information.

And step S300, inputting the short message execution command identification into a preset message training model, wherein the message training model is obtained through multiple groups of training data and outputs the information matching degree.

Step S400, obtaining information matching degree, wherein the information matching degree is used for representing the matching degree between the short message execution command identifier and the standard information command identifier.

And step S500, judging whether the information matching degree meets the preset matching degree.

In step S600, the sending instruction obtaining module 16 is configured to obtain a first sending instruction when the first sending instruction is satisfied, where the first sending instruction is used to execute a short message sending operation.

The embodiment of the present invention further provides a terminal device, where the terminal device includes a memory, a processor, and a computer program stored in the memory and capable of running on the processor, and when the processor executes the computer program, the steps of the short message service method based on 5G communication as described in embodiment 8 are implemented.

An embodiment of the present invention further provides a computer-readable storage medium, where a computer program is stored, and when the computer program is executed by a processor, the method for serving a short message based on 5G communication according to embodiment 8 is implemented.

The terminal device provided by the embodiment of the invention comprises a processor, wherein the processor is used for realizing the steps of the short message service method based on the 5G communication when executing the computer program stored in the memory.

Illustratively, a computer program can be partitioned into one or more modules, which are stored in memory and executed by a processor to implement the present invention. One or more of the modules may be a series of computer program instruction segments capable of performing certain functions, which are used to describe the execution of the computer program in the terminal device. For example, the computer program may be divided into units or modules of the short message service platform based on 5G communication provided by the various system embodiments.

The short message service platform based on 5G communication provided by the embodiment of the invention obtains a short message execution command through a short message acquisition device, obtains a short message execution command identifier, inputs the short message execution command identifier into a preset message training model, the message training model is obtained through a plurality of groups of training data, outputs the information matching degree, judges whether the information matching degree meets the preset matching degree or not, obtains a first sending instruction, the first sending instruction is used for executing the short message sending operation, the platform provides a flexible sending strategy and a changeable sending index, improves the transmission efficiency of the message, shields sensitive and invalid information, improves the use interest of customers, supports a non-5G message terminal, and adopts a fallback mode of common short message + CH5, video short message + CH5 and the like through the short message service platform based on 5G communication, meanwhile, the short message service platform based on 5G communication has strong business capability, channel capability, information security management and control capability, personalized customization service and open capability, can support enterprise users to flexibly set and butt personalized application scenes according to self business characteristics, does not need to install an APP, and can protect personal privacy of the users on public social APP.

The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like made within the spirit and principle of the present invention should be included in the scope of the present invention.

Claims

1. A short message service platform based on 5G communication is characterized in that the short message service platform is applied to a terminal, and the short message service platform based on 5G communication comprises:

2. The short message service platform based on 5G communication of claim 1, wherein the short message service platform based on 5G communication further comprises a short message construction module, and the short message construction module comprises:

3. A short message service platform according to claim 2, further comprising a message training model forming device, wherein the message training model forming device comprises:

and the identification characteristic point acquisition module acquires the identification characteristic points of the information command, integrates the identification characteristic points of the information command and forms a standard information command identification library.

4. The short message service platform based on 5G communication as claimed in claim 2, wherein the short message construction module further comprises a short message construction model forming device, and the short message construction model forming device comprises:

5. A short message service platform according to claim 4, characterized in that it further comprises a message communication module, said message communication module comprises:

6. The short message service platform based on 5G communication as claimed in claim 5, wherein when the message protocol transcoding is judged to meet the preset message delivery condition, the drop-back selectable mode for delivering the message information is as follows:

7. A SMS message service platform based on 5G communication according to claim 5, further comprising a message auditing module, the message auditing module comprising:

the risk matching degree judging module is used for transcoding according to the acquired protocol, inputting a risk verification training model, obtaining the risk verification training model through a plurality of groups of training data, comparing the sensory information database with the protocol transcoding, and outputting a risk matching degree;

8. The short message service platform based on 5G communication according to claim 7, further comprising a risk audit training model construction device, wherein the risk audit training model construction device comprises:

9. A short message service platform according to claim 8, further comprising a message management module, wherein the message management module comprises:

10. The short message service platform based on 5G communication as claimed in claim 9, wherein the information delivery object is obtained by selecting from an enterprise address book, a personal address book, a public group and a private group, directly inputting a mobile phone number, importing the object and an imported mobile phone number file support Txt or Excel.