WO2021139184A1

WO2021139184A1 - Data query and display method, device, computer system, and readable storage medium

Info

Publication number: WO2021139184A1
Application number: PCT/CN2020/112517
Authority: WO
Inventors: 胡培铭; 张玺颖; 季月峰; 尚璟轩; 袁旭嵩
Original assignee: 平安科技（深圳）有限公司
Priority date: 2020-01-07
Filing date: 2020-08-31
Publication date: 2021-07-15
Also published as: CN111209374A; CN111209374B

Abstract

Provided are a data query and display method, device, computer system, and readable storage medium, based on artificial intelligence technology, and comprising the following steps: creating at least one front-end carrier and creating a query interface in the front-end carrier, and generating a carrier label according to the query interface and associating it with the corresponding front-end carrier (S101); receiving a query term outputted by a user terminal, and identifying an intent keyword and named entity in the query term (S102); comparing the intent keyword with the carrier label to obtain a target carrier label corresponding to the intent keyword, and querying the query result matching the named entity by means of the query interface corresponding to the target carrier label (S103); loading the query result into the front-end carrier to form a display carrier, and outputting the display carrier to the user terminal (S104). The method achieves the technical effect of accurately understanding the query intent of a query term, and solves the problems in the prior art, caused by a large number of query keywords, of large query workload, low query efficiency, and low accuracy of query results.

Description

Data query and display method, device, computer system and readable storage medium

This application claims the priority of a Chinese patent application filed with the Chinese Patent Office on January 07, 2020, the application number is CN 202010012714.X, and the invention title is "Data query display method, device, computer system and readable storage medium". The entire content is incorporated into this application by reference.

Technical field

This application relates to the field of communication technology, and in particular to a data query and display method, device, computer system, and readable storage medium. It can be applied in the field of artificial intelligence natural language processing technology.

Background technique

When users browse the application, they will obtain the information they want to know through the search engine according to their needs. However, after the user enters the query term, the search engine will usually segment the term to obtain keywords, and then obtain keywords from the Internet according to the keywords. To obtain the required web page information.

This method based on keyword matching will result in too many keywords and no classification of keywords, such as the classification of named entities and queryers’ intentions, resulting in search engines based on all keywords at the same time and obtain them from the Internet. The matched information is sorted by time or relevance.

Although the information queried in this way has keywords, the inventor realizes that because the queryer’s intention is not understood, the query workload will be large, the query efficiency will be low, and the query accuracy will be low. .

Summary of the invention

The purpose of this application is to provide a data query display method, device, computer system, and readable storage medium, which are used to solve the problem of the existing technology that does not classify the queryer’s intentions, resulting in a large query workload and query Low efficiency and low query accuracy.

In order to achieve the above-mentioned purpose, this application provides a data query and display method, which includes the following steps:

Creating at least one front-end carrier and creating a query interface in the front-end carrier, generating a carrier tag according to the query interface and associating it with the corresponding front-end carrier;

Receiving the query terms output by the user terminal, and identifying the intended keywords and named entities in the query terms;

Comparing the intent keyword with the carrier tag to obtain a target carrier tag corresponding to the intent keyword, and querying a query result matching the named entity through a query interface corresponding to the target carrier tag;

The query result is loaded into the front-end carrier to form a display carrier, and the display carrier is output to the user terminal.

In order to achieve the above objective, this application also provides a data query and display device, including:

A creation module, configured to create at least one front-end carrier and create a query interface in the front-end carrier, generate a carrier label according to the query interface and associate it with the corresponding front-end carrier;

The recognition module is used to receive the query term output by the user terminal, and identify the intent keywords and named entities in the query term;

The query module is used to compare the intent keyword with the carrier tag to obtain the target carrier tag corresponding to the intent keyword, and query the target carrier tag that matches the named entity through the query interface corresponding to the target carrier tag search result;

The display module is used to load the query result into the front-end carrier to form a display carrier, and output the display carrier to the user terminal. In order to achieve the above object, the present application also provides a computer system, which includes a plurality of computer devices, each computer device includes a memory. A processor and a computer program stored in the memory and running on the processor, the plurality of computers When the processor of the device executes the computer program, the data query and display method is implemented, and the data query and display method includes:

To achieve the foregoing objective, the present application also provides a computer-readable storage medium, which includes multiple storage media, each of which stores a computer program, and when the computer program stored in the multiple storage media is executed by a processor A data query display method is implemented, and the data query display method includes:

The data query and display method, device, computer system, and readable storage medium provided in this application identify the intent keywords and named entities in the query terms, and obtain the front-end carrier and the query interface that match the intent keywords. By calling the query interface and obtaining query results according to the named entity, the technical effect of accurately understanding the query intent of the query term is achieved, thereby solving the large query workload caused by the large number of query keywords in the prior art. The problem of low query efficiency and low accuracy of query results.

Description of the drawings

FIG. 1 is a flowchart of Embodiment 1 of the data query and display method of this application;

FIG. 2 schematically shows an environmental application diagram of the data query display method according to the first embodiment of the present application;

3 is a schematic diagram of program modules of Embodiment 2 of the data query and display device of this application;

FIG. 4 is a schematic diagram of the hardware structure of the computer equipment in the third embodiment of the computer system of this application.

Reference signs:

1. Data query display device 2. Server 3. Network 4. User side

5. Computer equipment 11. Creation module 12. Identification module 13. Query module

14. Display module 51. Memory 52. Processor

Detailed ways

In order to make the purpose, technical solutions, and advantages of this application clearer and clearer, the following further describes the application in detail with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the application, and are not used to limit the application. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of this application.

The data query and display method, device, computer system, and readable storage medium provided in this application are suitable for the communication field, and provide a data query and display method based on a creation module, an identification module, a query module, and a display module. In this application, a front-end carrier is created and a query interface is created in the front-end carrier, and a carrier tag is generated according to the query interface and associated with the front-end carrier; by identifying intent keywords and named entities in the query entry ; By obtaining the front-end carrier that matches the intent keyword, and obtaining the query interface of the front-end carrier, the query result is obtained through the query interface according to the named entity; by loading the query result into the front-end carrier Form a display carrier.

Example one:

Please refer to Fig. 1, a data query display method of this embodiment includes the following steps:

S101: Create at least one front-end carrier and create a query interface in the front-end carrier, generate a carrier tag according to the query interface and associate it with the corresponding front-end carrier;

S102: Receive the query term output by the user terminal, and identify the intended keywords and named entities in the query term;

S103: Compare the intent keyword with the carrier tag to obtain a target carrier tag corresponding to the intent keyword, and query a query result matching the named entity through a query interface corresponding to the target carrier tag;

S104: Load the query result into the front-end carrier to form a display carrier, and output the display carrier to the user terminal.

Please refer to FIG. 2. The data query and display method of this embodiment runs in the server 2, and the server 2 is connected to multiple clients 4 through the network 3;

A front-end carrier is created in the server 2 and a query interface is created in the front-end carrier, and a carrier tag is generated according to the query interface and associated with the front-end carrier. It should be noted that the front-end carrier is a pop-up layer, and the pop-up layer is generated based on the layer component and used to pop up on the display screen as a window for displaying content carriers; the query interface in this application is based on An interface for information query by a named entity, where the interface is a set of named method signatures, which are defined with methods, attributes, and events.

The client 4 outputs a query entry containing the intended keywords and named entities. The query entry is output in the form of a data packet from the client to the server 2 through the network 3; the server 2 decodes the received data packet to Obtain query terms, and identify the intended keywords and named entities.

The server 2 obtains a front-end carrier that matches the intended keyword. Among them, there may be multiple front-end carriers for querying different content through its query interface; each of the multiple front-end carriers has a query interface for describing its query interface. The carrier tag of the method; therefore, the intent keyword is compared with the carrier tag of the front-end carrier to obtain the front-end carrier that matches the intent keyword, so as to achieve the front-end carrier that best matches the intent keyword in the query entry The server 2 obtains the query interface of the front-end carrier, calls the query interface and queries from the Internet according to the named entity and obtains the query result. This application uses the intention keyword as the method and the named entity as the object for query, therefore The effect of fitting the user's query intention to the greatest extent is achieved.

The server 2 loads the query result into the editable area of the front-end carrier to form a display carrier, and outputs the display carrier to the user terminal 4.

Server 2 can provide services through one or more networks 3. Network 3 can include various network devices, such as routers, switches, multiplexers, hubs, modems, bridges, repeaters, firewalls, proxy devices and/ Or wait. The network 3 may include physical links, such as coaxial cable links, twisted pair cable links, optical fiber links, combinations thereof, and/or the like. The network 3 may include wireless links, such as cellular links, satellite links, Wi-Fi links, and/or the like. The user end 4 may include various user end devices, for example, a mobile phone, a desktop computer, a notebook computer, and/or the like.

The server 2 may consist of a single or multiple computer devices (eg, servers). The single or multiple computing devices may include virtualized computing instances. Virtualized computing instances may include virtual machines, such as computer system simulations, operating systems, servers, and so on. The computing device may load a virtual machine based on a virtual image and/or other data defining specific software (eg, operating system, dedicated application, server) for simulation. As the demand for different types of processing services changes, different virtual machines can be loaded and/or terminated on one or more computing devices. A hypervisor can be implemented to manage the use of different virtual machines on the same computing device.

In a preferred embodiment, creating at least one front-end carrier and creating a query interface in the front-end carrier in S101, and generating a carrier label according to the query interface and associating it with the corresponding front-end carrier includes:

Create a sample library with pop-up layer components for configuring and controlling the pop-up layer. The pop-up layer components can be layer, jQuery pop-up layer plug-in or vue Pop-up layer components;

Extract the pop-up layer component from the sample library, and create a new pop-up layer based on the pop-up layer component as a front-end carrier; wherein, the user can configure parameters in the pop-up layer component as needed to generate the front-end carrier;

Creating a query interface in the front-end carrier through the pop-up layer component, and the query interface has a predefined method;

Formulate a carrier label used to describe the method in the query interface, and add the carrier label to the front-end carrier to associate it with the front-end carrier; for example, add a text area to the front-end carrier, and add the The carrier label is written into the text area so that it is associated with the front-end carrier.

Further, the shape of the pop-up layer is in the form of a card, the shape of the pop-up layer is in the form of a card, and the pop-up layer has a text area where a carrier label can be written. Need to add the part of the text area.

Further, the front-end carrier associated with the carrier tag is stored in a preset database.

It should be noted that the configuration parameter is a configuration file stored in the pop-up layer component and used to express the configuration information of the pop-up layer size, style, color, text area, and pop-up animation; the method in the query interface is The code for querying specified information, and the carrier tag is the tag information used to describe the method in the query interface; the predefined method is a method written by the developer through the computer to perform a specific action, such as "from the Internet "Crawling the stock price charts of various financial institutions", you can use the "stock price chart" in this method as a carrier tag to describe the method.

Therefore, by creating a front-end carrier and its query interface, and adding a carrier tag describing the method in the query interface on the front-end carrier, it is possible to provide a variety of different query methods to meet the query requirements of query terms. It also ensures that the front-end carrier is in a one-to-one correspondence with the query interface and the carrier label, so that the information obtained through the query interface will be loaded into the designated front-end carrier, and then displayed, avoiding the use of a unified carrier to cause some information to be unavailable The loading of the carrier causes the information to be unable to pop up, and the use of a specific front-end carrier to display specific information also improves the recognition of the information displayed on the user side.

In a preferred embodiment, before identifying the intended keywords and named entities in the query terms in S102, the following includes:

Create a natural language processing model with intent recognition algorithms and entity recognition algorithms.

In this embodiment, the intention recognition algorithm is an algorithm formed by a combination of a mature CNN model and a softmax function.

Furthermore, the CNN (Convolutional Neural Network, convolutional neural network) model is a feed-forward neural network, and its artificial neurons can respond to a part of the surrounding units in the coverage area.

Obtain a training entry with an intent label, where the intent label is used to express the true intention of the training entry. For example, if the training entry is "I want to see the stock price of Bank of China", then the intent label of the training entry is "stock price" "; Use the training entry to train the CNN model to obtain the parameters of each layer of the CNN model. Specifically, the Chinese word segmentation algorithm of the natural language processing model is first used to segment the training entries to form a vocabulary set. For example, "I want to see the stock price of Bank of China" is divided into "I want, see, Bank of China, the, stock price "; The word embedding (Word Embedding) component or the distributed vector (Distributional Vectors) component of the natural language processing model is used to convert the training entry into a word vector, where the word embedding component and the distributed vector component are words that represent natural language The technology is converted into a vector or matrix form that the computer can understand; by using the word vector in the training entry with the intention label as the input of the initial CNN model, the initial CNN model passes the word vector of each word through the hidden layer (Hidden Layer), After the bottom layers of the convolution layer and the polling layer are processed, they undergo the dropout layer transformation, and then go through the full connect layer (FCL) transformation processing to obtain the processing result; adopt The loss function categorical cross-entropy corresponding to softmax, calculates the loss function according to the processing result and the intention label to obtain the loss function value, and optimizes the CNN model based on the loss function value through the error reverse propagation algorithm until the iteration condition is satisfied.

In this embodiment, the entity recognition algorithm is a mature RNN model.

Further, the RNN (Recurrent Neural Network) model is an artificial neural network in which nodes are directionally connected into a ring. The internal state of this network can exhibit dynamic timing behavior.

Obtain a training entry with entity tags, where the entity tag is used to express the true intention of the training entry. For example, if the training entry is "I want to see the stock price of Bank of China", then the entity tag of the training entry is "China Bank"; use the training entry to train the RNN to obtain the parameters of the RNN model: hidden layer parameters, convolutional layer parameters, and pooling layer parameters, and use these bottom-level parameters as the bottom-level parameters in the initial domain recognition model . Specifically, the Chinese word segmentation algorithm of the natural language processing model is first used to segment the training entries to form a vocabulary set. For example, "I want to see the stock price of Bank of China" is divided into "I want, see, Bank of China, the, stock price "; through the word embedding (Word Embedding) component of the natural language processing model or the distributed vector (Distributional Vectors) component converts training entries into word vectors. Among them, word embedding component and distributed vector component are technologies that convert words expressed in natural language into vectors or matrices that can be understood by computers; by transforming training words with entity labels The word vector in the bar is used as the input of the initial RNN model, and the RNN named entity recognition model is trained until the iterative condition position is satisfied.

It should be noted that the CNN model and the RNN model belong to the existing technology, so those skilled in the art can train the CNN model and the RNN model according to common knowledge, and obtain the target model; and the technical problem to be solved in this application is how Intent keywords and named entities are obtained from query terms. Therefore, intent keywords and named entities are identified by creating an intent recognition algorithm and an entity recognition algorithm to improve the accuracy of recognition; therefore, the specific training of the CNN model and the RNN model The process will not be repeated here.

Therefore, it is avoided that the recognition accuracy is reduced due to the use of a single neural network to recognize multiple types of information at the same time; therefore, the recognition accuracy of intent keywords and named entities is improved.

In a preferred embodiment, the identification of intent keywords and named entities in the query term in S102 includes:

Recognizing the intent keywords in the query entry through the intent recognition algorithm;

Identify the named entity in the query term through the entity recognition algorithm.

Among them, the intent keywords obtained by the intent recognition algorithm are set as the query method of the query term, and the named entities obtained by the entity recognition algorithm are set as the query object of the query term; by setting the query method and the query object from the query The way of separating the entry, separate understanding of the method and purpose of the query entry, in order to more accurately grasp the inquirer's intention.

In a preferred embodiment, comparing the intent keyword with the front-end carrier in S103 to obtain the target front-end carrier corresponding to the intent keyword includes:

The intended keyword is compared with the carrier tag of each of the front-end carriers to obtain a carrier tag matching the intended keyword, and the front-end carrier corresponding to the carrier tag is set as the target front-end carrier.

Wherein, the carrier tag is information describing the method in the query interface of the front-end carrier.

For example, if the intent keyword is "stock price", the carrier label with the content of "stock price chart" in each front-end carrier is used as the carrier label that matches the intent keyword, the front-end carrier corresponding to the carrier label is obtained, and the The query interface corresponding to the front-end carrier, and the method in the query interface is to crawl the stock price charts of various financial institutions from the Internet.

Therefore, by obtaining the front-end carrier that matches the intended keyword, the effect of the query method for accurately grasping the query term is achieved. Based on the above example, "Query stock price chart" is a method to query information from the Internet to ensure that the user's true intention is implemented, thereby improving the accuracy and reliability of the query.

In a preferred embodiment, the query result matching the named entity through the query interface corresponding to the target carrier tag in the S103 includes:

Acquiring the front-end carrier with the target carrier tag from the database, and using the query interface of the front-end carrier as the query interface corresponding to the target carrier tag;

The query interface is called to query the information matching the named entity on the Internet, and the information is set as the query result.

Based on the above example, the named entity is "Bank of China". Since the method in the query interface is "crawling the stock price charts of financial institutions from the Internet", the method in the query interface is called and "Bank of China" is called. As a parameter of the request url, for example, /stockprices?company=Bank of China, query and obtain the "stock price chart" of "Bank of China" from the Internet, and then set the "stock price chart" as the query result.

Among them, the query result can be text information, or PDF format information, or picture format information, or table format information.

Therefore, by calling the query interface of the front-end carrier to query the named entity from the Internet, the technical effect of using the intent keyword as the premise and the named entity as the object to accurately grasp the intent of the query term is realized. Based on the above example, "Query stock price chart" is the method, with "Bank of China" as the object, query information from the Internet and obtain the query results; because the query interface is used to query the corresponding query results based on the named entity, the query interface is only responsible for the interface method based on the query results. Named entities do not need to understand the intent of the queryer, so it avoids the large query workload caused by the large number of query keywords, low query efficiency, and low accuracy caused by the disorderly sorting of query results in the current query interface. In turn, the effect of reducing the workload of the query and improving the accuracy of the query is realized.

In a preferred embodiment, loading the query result into the front-end carrier in S104 includes:

The front-end carrier has an editable area for displaying information;

Loading the query result into the editable area turns the front-end carrier into a display carrier.

Specifically, if the query result is text information, the query result is written into the editable area in the form of "paste"; if the query result is PDF format information, or picture format information, or table format information, the query result is written as " Insert into the editable area.

Therefore, the display carrier is quickly and concisely displayed on the user end, and the user can quickly obtain the query results he needs through the display carrier on the user end, which not only improves the efficiency of the user to obtain information, but also because the user end is only concise The display carrier solves the problem of low loading speed of query results caused by the need to display a large amount of redundant or related information on the current user side.

Furthermore, because the query result will be displayed on the user terminal in the form of a "card", the user terminal can manage the display carrier through operations such as movement, deletion, etc., which eliminates the dependence of the user terminal on the system menu. So that users do not need to search for the functions they want in a variety of menus; and because the front-end carrier itself is related to the intent keywords, only the display of the carrier can convey the inquiries of the queryer and the corresponding named entity to the user The information enables users to intuitively know the results they want, reduces user steps, and improves usability and convenience.

Embodiment two:

Please refer to FIG. 3, a data query display device 1 of this embodiment includes:

The creation module 11 is configured to create at least one front-end carrier and create a query interface in the front-end carrier, generate a carrier label according to the query interface and associate it with the corresponding front-end carrier;

The recognition module 12 is configured to receive the query term output by the user terminal, and identify the intended keywords and named entities in the query term;

The query module 13 is configured to compare the intended keyword with the carrier tag to obtain the target carrier tag corresponding to the intended keyword, and query the matching with the named entity through the query interface corresponding to the target carrier tag The result of the query;

The display module 14 is configured to load the query result into the front-end carrier to form a display carrier, and output the display carrier to the user terminal.

This technical solution is based on the intelligent decision-making technology in the field of artificial intelligence. It uses the intent recognition algorithm composed of the mature CNN model in the neural network and the softmax function to identify the intent keywords in the query entry, and uses the intent recognition algorithm in the neural network. The entity recognition algorithm constituted by the mature RNN model can recognize the named entity in the query entry, and realize the technical effect of accurately judging the intent of the query entry through the classification model established by the intent recognition algorithm and the entity recognition algorithm.

Embodiment three:

In order to achieve the above objective, the present application also provides a computer system, which includes a plurality of computer devices 5. The components of the data query and display device 1 of the second embodiment can be dispersed in different computer devices, and the computer devices can be executed Program smart phones, tablets, laptops, desktop computers, rack servers, blade servers, tower servers or cabinet servers (including independent servers, or server clusters composed of multiple servers), etc. The computer equipment in this embodiment at least includes but is not limited to: a memory 51 and a processor 52 that can be communicatively connected to each other through a system bus, as shown in FIG. 4. It should be pointed out that FIG. 4 only shows a computer device with components, but it should be understood that it is not required to implement all the illustrated components, and more or fewer components may be implemented instead.

In this embodiment, the memory 51 (ie, readable storage medium) includes flash memory, hard disk, multimedia card, card-type memory (for example, SD or DX memory, etc.), random access memory (RAM), static random access memory (SRAM), Read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), programmable read-only memory (PROM), magnetic memory, magnetic disks, optical disks, etc. In some embodiments, the memory 51 may be an internal storage unit of a computer device, such as a hard disk or memory of the computer device. In other embodiments, the memory 51 may also be an external storage device of the computer device, such as a plug-in hard disk or a smart memory card (Smart Memory Card) equipped on the computer device. Media Card, SMC), Secure Digital (SD) card, Flash Card, etc. Of course, the memory 51 may also include both the internal storage unit of the computer device and its external storage device. In this embodiment, the memory 51 is generally used to store an operating system and various application software installed in a computer device, such as the program code of the data query display device in the first embodiment, and so on. In addition, the memory 51 can also be used to temporarily store various types of data that have been output or will be output.

In some embodiments, the processor 52 may be a central processing unit (Central Processing Unit, CPU), a controller, a microcontroller, a microprocessor, or other data processing chips. The processor 52 is generally used to control the overall operation of the computer equipment. In this embodiment, the processor 52 is configured to run the program code or process data stored in the memory 51, for example, to run a data query and display device, so as to implement the data query and display method of the first embodiment.

Embodiment four:

In order to achieve the above objective, this application also provides a computer-readable storage system, which includes multiple storage media. The storage media may be non-volatile or volatile, such as flash memory, hard disk, multimedia card, and card. Type memory (for example, SD or DX memory, etc.), random access memory (RAM), static random access memory (SRAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), programmable only Read memory (PROM), magnetic memory, magnetic disks, optical disks, servers, App application malls, etc., have computer programs stored thereon, and corresponding functions are realized when the programs are executed by the processor 52. The computer-readable storage medium of this embodiment is used to store the data query and display device, and when executed by the processor 52, the data query and display method of the first embodiment is implemented.

The serial numbers of the foregoing embodiments of the present application are for description only, and do not represent the advantages and disadvantages of the embodiments.

Through the description of the above implementation manners, those skilled in the art can clearly understand that the above-mentioned embodiment method can be implemented by means of software plus the necessary general hardware platform, of course, it can also be implemented by hardware, but in many cases the former is better.的实施方式。

The above are only the preferred embodiments of the application, and do not limit the scope of the patent for this application. Any equivalent structure or equivalent process transformation made using the content of the description and drawings of the application, or directly or indirectly applied to other related technical fields , The same reason is included in the scope of patent protection of this application.

Claims

A data query display method, which includes the following steps:

Creating at least one front-end carrier and creating a query interface in the front-end carrier, generating a carrier tag according to the query interface and associating it with the corresponding front-end carrier;

Receiving the query terms output by the user terminal, and identifying the intended keywords and named entities in the query terms;

Comparing the intent keyword with the carrier tag to obtain a target carrier tag corresponding to the intent keyword, and querying a query result matching the named entity through a query interface corresponding to the target carrier tag;

The query result is loaded into the front-end carrier to form a display carrier, and the display carrier is output to the user terminal.
The data query and display method according to claim 1, wherein said creating at least one front-end carrier and creating a query interface in said front-end carrier, generating a carrier tag according to said query interface and connecting it with the corresponding front-end carrier The association includes:

Creating a sample library with pop-up layer components for configuring and controlling the pop-up layer;

Extracting a pop-up layer component from the sample library, and creating a new pop-up layer based on the pop-up layer component as a front-end carrier;

Creating a query interface in the front-end carrier through the pop-up layer component, and the query interface has a predefined method;

Formulate a carrier label for describing the method in the query interface, and add the carrier label to the front-end carrier to associate it with the front-end carrier.
The data query and display method according to claim 2, wherein the shape of the pop-up layer is in the form of a card, and the pop-up layer has a text area in which the carrier label can be written;

The front-end carrier associated with the carrier tag is stored in a preset database.
The data query display method according to claim 1, wherein before the identifying the intent keywords and named entities in the query terms comprises:

Create a natural language processing model with intent recognition algorithms and entity recognition algorithms.
The data query display method according to claim 4, wherein said identifying the intended keywords and named entities in the query terms comprises:

Recognizing the intent keywords in the query entry through the intent recognition algorithm;

Identify the named entity in the query term through the entity recognition algorithm.
The data query and display method according to claim 1, wherein the query result matching the named entity through the query interface corresponding to the target carrier tag comprises:

Acquiring a front-end carrier with the target carrier tag, and using the query interface of the front-end carrier as the query interface corresponding to the target carrier tag;

The query interface is called to query the information matching the named entity on the Internet, and the information is set as the query result.
The data query display method according to claim 1, wherein the loading the query result into the front-end carrier comprises:

The front-end carrier has an editable area for displaying information;

Loading the query result into the editable area turns the front-end carrier into a display carrier.
A data query display device, which includes:

A creation module, configured to create at least one front-end carrier and create a query interface in the front-end carrier, generate a carrier label according to the query interface and associate it with the corresponding front-end carrier;

The recognition module is used to receive the query term output by the user terminal, and identify the intent keywords and named entities in the query term;

The query module is used to compare the intent keyword with the carrier tag to obtain the target carrier tag corresponding to the intent keyword, and query the target carrier tag that matches the named entity through the query interface corresponding to the target carrier tag search result;

The display module is used to load the query result into the front-end carrier to form a display carrier, and output the display carrier to the user terminal.
A computer system includes multiple computer devices, each computer device includes a memory, a processor, and a computer program stored in the memory and running on the processor, wherein the processors of the multiple computer devices execute the A data query and display method is implemented in a computer program, and the data query and display method includes:

Creating at least one front-end carrier and creating a query interface in the front-end carrier, generating a carrier tag according to the query interface and associating it with the corresponding front-end carrier;

Receiving the query terms output by the user terminal, and identifying the intended keywords and named entities in the query terms;

Comparing the intent keyword with the carrier tag to obtain a target carrier tag corresponding to the intent keyword, and querying a query result matching the named entity through a query interface corresponding to the target carrier tag;

The query result is loaded into the front-end carrier to form a display carrier, and the display carrier is output to the user terminal.
The computer system according to claim 9, wherein said creating at least one front-end carrier and creating a query interface in said front-end carrier, generating a carrier tag according to said query interface and associating it with said corresponding front-end carrier comprises :

Creating a sample library with pop-up layer components for configuring and controlling the pop-up layer;

Extracting a pop-up layer component from the sample library, and creating a new pop-up layer based on the pop-up layer component as a front-end carrier;

Creating a query interface in the front-end carrier through the pop-up layer component, and the query interface has a predefined method;

Formulate a carrier label for describing the method in the query interface, and add the carrier label to the front-end carrier to associate it with the front-end carrier.
10. The computer system according to claim 10, wherein the shape of the pop-up layer is a card form, and the pop-up layer has a text area in which the carrier label can be written;

The front-end carrier associated with the carrier tag is stored in a preset database.
9. The computer system according to claim 9, wherein before said identifying the intended keywords and named entities in the query term comprises:

Create natural language processing models with intent recognition algorithms and entity recognition algorithms;

Said identifying the intended keywords and named entities in the query term includes:

Recognizing the intent keywords in the query entry through the intent recognition algorithm;

Identify the named entity in the query term through the entity recognition algorithm.
9. The computer system according to claim 9, wherein the query result matching the named entity through the query interface corresponding to the target carrier tag comprises:

Acquiring a front-end carrier with the target carrier tag, and using the query interface of the front-end carrier as the query interface corresponding to the target carrier tag;

The query interface is called to query the information matching the named entity on the Internet, and the information is set as the query result.
The computer system according to claim 9, wherein said loading said query result into said front-end carrier comprises:

The front-end carrier has an editable area for displaying information;

Loading the query result into the editable area turns the front-end carrier into a display carrier.
A computer-readable storage medium includes a plurality of storage media, and each storage medium stores a computer program, wherein the computer program stored in the plurality of storage media is executed by a processor to implement a data query display method, so The data query and display methods include:

Creating at least one front-end carrier and creating a query interface in the front-end carrier, generating a carrier tag according to the query interface and associating it with the corresponding front-end carrier;

Receiving the query terms output by the user terminal, and identifying the intended keywords and named entities in the query terms;

Comparing the intent keyword with the carrier tag to obtain a target carrier tag corresponding to the intent keyword, and querying a query result matching the named entity through a query interface corresponding to the target carrier tag;

The query result is loaded into the front-end carrier to form a display carrier, and the display carrier is output to the user terminal.
The computer-readable storage medium according to claim 15, wherein said creating at least one front-end carrier and creating a query interface in said front-end carrier, and generating a carrier tag according to said query interface and linking it with the corresponding front-end carrier. Carrier associations include:

Creating a sample library with pop-up layer components for configuring and controlling the pop-up layer;

Extracting a pop-up layer component from the sample library, and creating a new pop-up layer based on the pop-up layer component as a front-end carrier;

Creating a query interface in the front-end carrier through the pop-up layer component, and the query interface has a predefined method;

Formulate a carrier label for describing the method in the query interface, and add the carrier label to the front-end carrier to associate it with the front-end carrier.
The computer-readable storage medium according to claim 16, wherein the shape of the pop-up layer is a card form, and the pop-up layer has a text area in which the carrier label can be written;

The front-end carrier associated with the carrier tag is stored in a preset database.
15. The computer-readable storage medium according to claim 15, wherein before the identifying the intended keywords and named entities in the query term comprises:

Create natural language processing models with intent recognition algorithms and entity recognition algorithms;

Said identifying the intended keywords and named entities in the query term includes:

Recognizing the intent keywords in the query entry through the intent recognition algorithm;

Identify the named entity in the query term through the entity recognition algorithm.
15. The computer-readable storage medium according to claim 15, wherein the query result matching the named entity through the query interface corresponding to the target carrier tag comprises:

Acquiring a front-end carrier with the target carrier tag, and using the query interface of the front-end carrier as the query interface corresponding to the target carrier tag;

The query interface is called to query the information matching the named entity on the Internet, and the information is set as the query result.
The computer-readable storage medium according to claim 15, wherein said loading said query result into said front-end carrier comprises:

The front-end carrier has an editable area for displaying information;

Loading the query result into the editable area turns the front-end carrier into a display carrier.