CN112446934A - Topic schematic diagram generation method and device - Google Patents

Abstract

The present disclosure provides a method and device for generating a schematic diagram of a question, including: acquiring title information of a question to be solved; determining at least one drawing step corresponding to the question to be solved based on the title information of the question to be solved; Analytical information of at least one drawing step; based on the drawing sequence of the at least one drawing step and the analytical information corresponding to the at least one drawing step, draw an explanation diagram corresponding to the problem to be solved.

Description

A method and device for generating a schematic diagram of a topic

technical field

The present disclosure relates to the field of computer technology, and in particular, to a method and device for generating a schematic diagram of a topic.

Background technique

In recent years, more and more attention has been paid to the education of students. However, due to various considerations such as labor costs, students often do not have a dedicated person to explain at any time when answering the questions. Solve the exercises that you will not know.

In related technologies, when solving exercises with the help of an application program, the application program often only gives the calculation steps and the final solution result. However, this display method is not intuitive, and students may not understand the practice questions after reading it. The problem-solving process, therefore, the teaching effect of this method is poor.

SUMMARY OF THE INVENTION

Embodiments of the present disclosure provide at least a method and apparatus for generating a schematic diagram of a topic.

In a first aspect, an embodiment of the present disclosure provides a method for generating a schematic diagram of a topic, including:

Get the topic information of the problem to be solved;

Determine at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved;

Based on the drawing sequence of the at least one drawing step and the analysis information corresponding to the at least one drawing step, a schematic diagram of the explanation corresponding to the problem to be solved is drawn.

In a possible implementation manner, after determining at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved, the method further includes: :

determining the target question type of the to-be-solved question based on the question information of the to-be-solved question;

determining a target drawing template that matches the target question type;

Drawing an explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step, including:

Based on the analysis information of the at least one drawing step and the target drawing template, an explanation diagram corresponding to the to-be-solved topic is drawn.

In a possible implementation manner, the at least one drawing step corresponding to the problem to be solved, the analysis information of the at least one drawing step, and the target problem type of the problem to be solved are determined based on a pre-trained neural network,

The method further includes determining at least one drawing step corresponding to the problem to be solved, analysis information of the at least one drawing step, and a target problem type of the problem to be solved according to the following method:

Input the topic information of the problem to be solved into the pre-trained neural network, determine the target problem type corresponding to the problem to be solved, and the analysis information of at least one drawing step corresponding to the problem to be solved, wherein, The neural network is obtained by training based on the sample topic information and the annotation information corresponding to the sample topic information, and the annotation information corresponding to the sample topic information is used to indicate the topic type of the sample topic information, which corresponds to the sample topic information. Parsing information for drawing steps.

In a possible implementation manner, the determining a target drawing template matching the target topic type includes:

determining at least one drawing template that matches the target topic type, and acquiring a matching condition corresponding to the at least one drawing template;

Determine, based on the matching condition corresponding to the at least one drawing template, the target matching condition satisfied by the title information of the title to be solved;

A drawing template corresponding to the target matching condition is determined as the target drawing template.

In a possible implementation manner, the target drawing template includes a drawing rule corresponding to at least one drawing step;

Drawing an explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step and the target drawing template, including:

For each drawing step in the at least one drawing step, an explanation diagram corresponding to the drawing step is drawn based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step.

In a possible implementation manner, the at least one drawing step includes a plurality of drawing steps; for each drawing step in the at least one drawing step, based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step , draw an explanation diagram corresponding to the drawing step, including:

For the first drawing step arranged according to the drawing sequence among the plurality of drawing steps, based on the drawing rule corresponding to the first drawing step and the analytical information corresponding to the drawing step, draw an explanation diagram corresponding to the first drawing step;

For each drawing step except the first drawing step in the plurality of drawing steps, drawing is performed on the explanation diagram drawn by the previous drawing step based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step , to get the explanation diagram corresponding to the drawing step.

In a possible implementation manner, the target drawing template further includes an explanation template corresponding to the drawing step;

The method also includes:

The analysis information of each drawing step is correspondingly added to the explanation template corresponding to the drawing step in the target drawing template, so as to obtain the drawing explanation information corresponding to the problem to be solved.

In a possible implementation, the method further includes:

generating audio information corresponding to the drawing explanation information;

The drawing process of the explanation schematic diagram is displayed, and the audio information is played while the drawing process is displayed.

In a possible implementation manner, the audio information corresponding to the drawing explanation information includes target audio information corresponding to each drawing step; the playing the audio information while displaying the drawing process includes:

While showing the drawing process of the explanation diagram of each drawing step, the target audio information corresponding to the drawing step is played.

In a second aspect, an embodiment of the present disclosure further provides an apparatus for generating a schematic diagram of a topic, including:

The acquisition module is used to acquire the subject information of the subject to be solved;

A determination module, configured to determine at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved;

A drawing module, configured to draw an explanation diagram corresponding to the problem to be solved based on the drawing sequence of the at least one drawing step and the analysis information corresponding to the at least one drawing step.

In a possible implementation manner, after determining at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved, the determining module, Also used for:

determining the target question type of the to-be-solved question based on the question information of the to-be-solved question;

determining a target drawing template that matches the target question type;

The drawing module, when drawing an explanation diagram corresponding to the problem to be solved based on the analytical information of the at least one drawing step, is used for:

Based on the analysis information of the at least one drawing step and the target drawing template, an explanation diagram corresponding to the to-be-solved topic is drawn.

In a possible implementation manner, the at least one drawing step corresponding to the problem to be solved, the analysis information of the at least one drawing step, and the target problem type of the problem to be solved are determined based on a pre-trained neural network,

The determining module is further configured to determine at least one drawing step corresponding to the problem to be solved, the analytical information of the at least one drawing step, and the target problem type of the problem to be solved according to the following method:

Input the topic information of the problem to be solved into the pre-trained neural network, determine the target problem type corresponding to the problem to be solved, and the analysis information of at least one drawing step corresponding to the problem to be solved, wherein, The neural network is obtained by training based on the sample topic information and the annotation information corresponding to the sample topic information, and the annotation information corresponding to the sample topic information is used to indicate the topic type of the sample topic information, which corresponds to the sample topic information. Parsing information for drawing steps.

In a possible implementation manner, the determining module, when determining the target drawing template matching the target topic type, is used for:

determining at least one drawing template that matches the target topic type, and acquiring a matching condition corresponding to the at least one drawing template;

Determine, based on the matching condition corresponding to the at least one drawing template, the target matching condition satisfied by the title information of the title to be solved;

A drawing template corresponding to the target matching condition is determined as the target drawing template.

In a possible implementation manner, the target drawing template includes a drawing rule corresponding to at least one drawing step;

The drawing module, when drawing the explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step and the target drawing template, is used for:

For each drawing step in the at least one drawing step, an explanation diagram corresponding to the drawing step is drawn based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step.

In a possible implementation manner, the at least one drawing step includes a plurality of drawing steps; for each drawing step in the at least one drawing step, the drawing module, based on the drawing rule corresponding to the drawing step and the The analytical information corresponding to the drawing step, when drawing the explanation diagram corresponding to the drawing step, is used to:

For the first drawing step arranged according to the drawing sequence among the plurality of drawing steps, based on the drawing rule corresponding to the first drawing step and the analytical information corresponding to the drawing step, draw an explanation diagram corresponding to the first drawing step;

For each drawing step except the first drawing step in the plurality of drawing steps, drawing is performed on the explanation diagram drawn by the previous drawing step based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step , to get the explanation diagram corresponding to the drawing step.

In a possible implementation manner, the target drawing template further includes an explanation template corresponding to the drawing step;

The determining module is also used for:

The analysis information of each drawing step is correspondingly added to the explanation template corresponding to the drawing step in the target drawing template, so as to obtain the drawing explanation information corresponding to the problem to be solved.

In a possible implementation manner, the apparatus further includes a display module for:

generating audio information corresponding to the drawing explanation information;

The drawing process of the explanation schematic diagram is displayed, and the audio information is played while the drawing process is displayed.

In a possible implementation manner, the audio information corresponding to the drawing explanation information includes target audio information corresponding to each drawing step; the display module, while displaying the drawing process, plays the audio information. , for:

While showing the drawing process of the explanation diagram of each drawing step, the target audio information corresponding to the drawing step is played.

In a third aspect, embodiments of the present disclosure further provide a computer device, including: a processor, a memory, and a bus, where the memory stores machine-readable instructions executable by the processor, and when the computer device runs, the processing A bus communicates between the processor and the memory, and when the machine-readable instructions are executed by the processor, the first aspect or the steps in any possible implementation manner of the first aspect are performed.

In a fourth aspect, embodiments of the present disclosure further provide a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and the computer program is executed by a processor to execute the first aspect, or any one of the first aspect. steps in one possible implementation.

In the method and device for generating a schematic diagram of a question provided by the embodiments of the present disclosure, after acquiring the title information of the question to be solved, at least one drawing step and analysis information of at least one drawing step can be determined according to the title information of the question to be solved, and based on The drawing sequence of at least one drawing step, and the analysis information of at least one drawing step, automatically draw the explanation diagram corresponding to the problem to be solved, and by showing the explanation diagram to the user, the user can watch the problem solving process of the problem to be solved more intuitively. , and then help users understand the solution process of the problem to be solved, and improve the user's learning efficiency.

In order to make the above-mentioned objects, features and advantages of the present disclosure more clearly understood, preferred embodiments are exemplified below, and are described in detail as follows in conjunction with the accompanying drawings.

Description of drawings

In order to explain the technical solutions of the embodiments of the present disclosure more clearly, the following briefly introduces the accompanying drawings required in the embodiments, which are incorporated into the specification and constitute a part of the specification. The drawings illustrate embodiments consistent with the present disclosure, and together with the description serve to explain the technical solutions of the present disclosure. It should be understood that the following drawings only show some embodiments of the present disclosure, and therefore should not be regarded as limiting the scope. Other related figures are obtained from these figures.

1 shows a flowchart of a method for generating a schematic diagram of a topic provided by an embodiment of the present disclosure;

2 shows a flowchart of a method for determining a target drawing template in a method for generating a schematic diagram of a topic provided by an embodiment of the present disclosure;

FIG. 3 shows a schematic diagram of a simple drawn graph provided by an embodiment of the present disclosure;

FIG. 4 shows a schematic diagram of the architecture of an apparatus for generating a topic schematic diagram provided by an embodiment of the present disclosure;

FIG. 5 shows a schematic diagram of a computer device provided by an embodiment of the present disclosure.

Detailed ways

In order to make the purposes, technical solutions and advantages of the embodiments of the present disclosure more clear, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only These are some, but not all, embodiments of the present disclosure. The components of the disclosed embodiments generally described and illustrated in the drawings herein may be arranged and designed in a variety of different configurations. Therefore, the following detailed description of the embodiments of the disclosure provided in the accompanying drawings is not intended to limit the scope of the disclosure as claimed, but is merely representative of selected embodiments of the disclosure. Based on the embodiments of the present disclosure, all other embodiments obtained by those skilled in the art without creative work fall within the protection scope of the present disclosure.

The research found that in related technologies, when solving practice problems with the help of the application program, the application program often only gives the calculation steps and the final solution result. However, this display method is not intuitive, and students may not be able to understand it after reading it. Understand the problem-solving process of practice questions, therefore, this method of teaching is less effective.

Based on the above research, the present disclosure provides a method and device for generating a schematic diagram of a problem. After obtaining the problem information of the problem to be solved, at least one drawing step and analysis information of at least one drawing step can be determined according to the problem information of the problem to be solved. , and based on the drawing sequence of at least one drawing step and the analysis information of at least one drawing step, automatically draw the explanation diagram corresponding to the problem to be solved. The problem-solving process helps users understand the problem-solving process to be solved, and improves the user's learning efficiency.

The defects existing in the above solutions are all the results obtained by the inventor after practice and careful research. Therefore, the discovery process of the above problems and the solutions to the above problems proposed by the present disclosure hereinafter should be the inventors Contributions made to this disclosure during the course of this disclosure.

It should be noted that like numerals and letters refer to like items in the following figures, so once an item is defined in one figure, it does not require further definition and explanation in subsequent figures.

In order to facilitate the understanding of this embodiment, a method for generating a title schematic diagram disclosed by the embodiment of the present disclosure is first introduced in detail. The execution subject of the method for generating a title schematic diagram provided by the embodiment of the present disclosure is generally a computer device with a certain computing capability. The computer equipment includes, for example, a terminal device or a server or other processing device, and the terminal device may be a user equipment (User Equipment, UE), a mobile device, a user terminal, a terminal, a cellular phone, a cordless phone, a personal digital assistant (Personal Digital Assistant, PDA), handheld devices, computing devices, in-vehicle devices, wearable devices, etc. In some possible implementations, the method for generating a schematic diagram of a topic may be implemented by a processor invoking computer-readable instructions stored in a memory.

Referring to FIG. 1 , which is a flowchart of a method for generating a topic schematic diagram provided by an embodiment of the present disclosure, the method includes steps 101 to 103 , wherein:

Step 101: Obtain topic information of the topic to be solved.

Step 102: Determine at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved.

Step 103 , based on the drawing sequence of the at least one drawing step and the analysis information corresponding to the at least one drawing step, draw an explanation diagram corresponding to the problem to be solved.

The following is a detailed description of the above steps.

For step 101,

In a possible implementation manner, if the execution body that obtains the topic information of the problem to be solved is the server, when acquiring the topic information of the problem to be solved, it may be to receive the generation instruction sent by the client that carries the topic information of the problem to be solved. , and based on the generation instruction, the topic information of the topic to be solved is obtained.

In practical applications, the method of obtaining the topic information of the to-be-solved topic may be any of the following methods:

Manner 1: Obtain the title information of the to-be-solved question input by the user at the preset input position.

In a possible implementation manner, the client terminal may be preset with an input location area, and the user may input the question information of the question to be solved in the input location area by typing or copying and pasting.

If the executing subject of obtaining the question information input by the user at the preset input position is the client terminal, it may be that after the user inputs the title information in the input position area, the client terminal can directly obtain the title information of the question to be solved If the executive body that obtains the title information of the problem to be solved input by the user at the preset input position is the server, then it may be that after the user inputs the title information of the problem to be solved in the input position area, the client terminal will The topic information of the to-be-solved topic is sent to the server, so that the server obtains the topic information of the to-be-solved topic.

Manner 2: Acquire media content such as images, videos, audios, etc., including the title information of the question to be solved, and extract the information in the media content, so as to obtain the title information of the question to be solved.

If the execution subject of acquiring the image containing the topic information of the to-be-solved topic is the client, the image containing the topic information of the to-be-solved topic can be acquired through the camera carried by the terminal device, and then the image containing the topic information of the to-be-solved topic can be acquired through optical character recognition ( Optical Character Recognition, OCR) and other recognition technologies to obtain the title information of the subject to be solved contained in the image;

If the executing subject of acquiring the image containing the subject information of the subject to be solved is the server, the client may first acquire the image containing the subject information of the subject to be solved through a camera carried by the terminal device, and then use the OCR to acquire the image containing the subject information of the subject to be solved. and other identification techniques, determine the topic information of the to-be-solved topic contained in the image, and finally send it to the server; or,

The server can directly acquire the image sent by the client that contains the topic information of the topic to be solved. The image can be collected by calling the camera of the electronic device deployed by the client, and then obtain the to-be-solved problem through identification technologies such as OCR. The topic information of the topic.

When the media content containing the title information of the to-be-solved question is a video, the video can be framed to determine the title information of the to-be-solved question contained therein, and then the OCR and other identification technologies are used to obtain the The title information of the question to be solved; when the media content containing the title information of the to-be-solved question is audio, the audio can be converted into text content containing the title information of the to-be-solved question through speech recognition technology, thereby obtaining The topic information of the to-be-solved topic.

For step 102 and step 103,

The analysis information of the drawing step may include key point information corresponding to each drawing step. Exemplarily, if the title information of the question to be solved is: Xiaoming has 12 people on the left and 8 people on the right, how many people are there in total ? Then the key point information of each drawing step corresponding to the title information of the question to be solved is, Xiao Ming, there are 12 people on the left and 8 people on the right.

In a possible implementation, when determining at least one drawing step corresponding to the problem to be solved and problem solving information of at least one drawing step based on the problem information of the problem to be solved, the problem information of the problem to be solved can be input In the pre-trained first neural network, at least one drawing step corresponding to the problem to be solved and problem solving information of at least one drawing step are obtained.

Here, the first neural network may be obtained by training based on sample topic information and annotation information of the sample topic information, and the annotation information of the sample topic information may include at least one drawing step corresponding to the sample topic, and at least one Solution information for drawing steps.

In a possible implementation manner, after determining at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the title information of the to-be-solved problem, and based on the title information of the to-be-solved problem, Determine the target problem type of the problem to be solved, and then determine the target drawing template that matches the target problem type. When drawing the explanation diagram corresponding to the problem to be solved based on the analysis information of at least one drawing step, it can be based on at least one drawing step. Analyze the information and target drawing template, and draw the explanation diagram corresponding to the problem to be solved.

Among them, in an example, when the target question type of the question to be solved is determined based on the question information of the question to be solved, the question information of the question to be solved can be input into the pre-trained second neural network to obtain the target of the question to be solved. topic type.

Here, the second neural network may be obtained by training based on the sample topic information and the topic type annotation of the sample topic information.

The target question type corresponding to the question to be solved can be any of the following question types:

Queuing problems, distance problems, allocation problems, purchasing problems, etc.

In another possible implementation manner, the first neural network and the second neural network may be the same neural network, that is, at least one drawing step corresponding to the problem to be solved, analysis information of the at least one drawing step, and The target question type of the question to be solved is determined based on the same pre-trained neural network.

Specifically, when determining at least one drawing step corresponding to the problem to be solved, the analysis information of at least one drawing step, and the target problem type of the problem to be solved, the problem information of the problem to be solved can be input into the pre-trained neural network, Determine the target question type corresponding to the to-be-solved question and the analysis information of at least one drawing step corresponding to the to-be-solved question, wherein the neural network is trained based on the sample question information and the annotation information corresponding to the sample question information It is obtained that the label information corresponding to the sample topic information is used to indicate the topic type of the sample topic information and the analysis information of the drawing step corresponding to the sample topic information.

In a possible implementation, when determining a target drawing template matching the target topic type, the method shown in FIG. 2 can be referred to, including the following steps:

Step 201: Determine at least one drawing template that matches the target topic type, and acquire a matching condition corresponding to the at least one drawing template.

In a specific implementation, the same target question type can be matched with multiple drawing templates. Exemplarily, for the target question type "queuing" question, the question information is "count XXX from left to right, count XXX from right to left" corresponding to The drawing template can be different from the drawing template corresponding to "XXXX on the left side of XX, XXXX on the right side of XX".

Different drawing templates may correspond to different matching conditions. Exemplarily, the matching conditions corresponding to drawing template A may be: carrying the keyword "count from left to right" and/or the keyword "count from right to left", and Carry the keyword "Xth", etc.

Step 202 , based on the matching condition corresponding to at least one drawing template, determine the target matching condition satisfied by the title information of the title to be solved.

In a specific implementation, the matching condition corresponding to the drawing template may have multiple conditions, and the target matching condition satisfied by the title information of the problem to be solved can be understood as that the title information of the problem to be solved satisfies all the conditions under the matching condition.

Step 203: Determine the drawing template corresponding to the target matching condition as the target drawing template.

In a possible implementation, the target drawing template may include a drawing rule corresponding to at least one drawing step. When drawing an explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step and the target drawing template, for For each drawing step in the at least one drawing step, an explanation diagram corresponding to the drawing step can be drawn based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step.

Exemplarily, if the title information of the question to be solved is that Xiaoming has 12 people on the left and 8 people on the right, how many people are there in total? Corresponding drawing templates can include:

1. First draw an A to represent B ;

2. C , then draw E and F on his D ;

3. G , then draw M N in his H.

After adding the parsing information for the drawing step to the drawing template, it can be

1. First draw an A to represent Xiaoming ;

2. If there are 12 people on Xiaoming's left , draw 12 F 's on his left ;

3. If there are 8 people on the right, draw 8 Ns on his right .

Here, the above-mentioned A, F, and N may correspond to the same kind of graphics, which are used to represent the objects in the question information of the question to be solved, and exemplarily, may correspond to circles, triangles, pentagrams, etc.

When determining the graphic representing the object in the question information of the question to be solved, after determining the object name in the question information of the question to be solved, it can be determined whether there is a graphic corresponding to the object in the candidate graphic library, for example, if the question If the name of the object in the information is apple, you can first determine whether there is a graphic corresponding to the apple in the candidate image library, if so, directly use the determined graphic as the graphic used to represent the object in the subject information; The preset graphic is used as the graphic representing the object in the topic information.

In a possible implementation, when there are many graphics that need to be drawn repeatedly, the repeated graphics can be drawn by a simple drawing method. Exemplarily, if a circle is used to represent Xiaoming in the above example, in the second step, in the Xiaoming needs to draw 12 circles on the left side, so in order to improve the drawing efficiency, you can draw two circles on the left side of Xiaoming, and then replace the remaining 10 circles with ellipses between Xiaoming and the circle.

It should be noted that, when drawing a repeated figure by a simple drawing method, necessary descriptions need to be added to the drawn figure. An exemplary, simple drawing figure may be as shown in FIG. 3 .

In one possible implementation, at least one drawing step may include a plurality of drawing steps. For each drawing step in at least one drawing step, when drawing an explanation diagram corresponding to the drawing step based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step, for different drawing steps, the following drawing can be performed process:

For the first drawing step arranged according to the drawing sequence among the plurality of drawing steps, based on the drawing rule corresponding to the first drawing step and the analytical information corresponding to the drawing step, an explanation diagram corresponding to the first drawing step is drawn.

For each drawing step except the first drawing step in the plurality of drawing steps, drawing is performed on the explanation diagram drawn by the previous drawing step based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step , to get the explanation diagram corresponding to the drawing step.

In a possible implementation, the target drawing template may further include an explanation template corresponding to the drawing template, and after the target drawing template is determined, the analysis information of each drawing step may be added to the target drawing template corresponding to the target drawing template. In the explanation template corresponding to the drawing step, the drawing explanation information corresponding to the problem to be solved is obtained.

Exemplarily, the drawing explanation information may be as follows:

1. First draw a circle to represent Xiaoming ;

2. If there are 12 people on Xiaoming's left , draw 12 circles on his left ;

3. If there are 8 people on the right, draw 8 circles on his right .

Here, the drawing explanation information is an explanation for each drawing step.

In another possible implementation, the explanation template may further include answer information for the question to be solved, and the analysis information of the answer information may also be output by the above-mentioned neural network. In addition to the explanation of the drawing steps, the answer information can also be included.

Exemplary, drawing explanation information including answer information may be:

1. First draw a circle to represent Xiaoming ;

2. If there are 12 people on Xiaoming's left , draw 12 circles on his left ;

3. If there are 8 people on the right, draw 8 circles on his right .

4. Therefore, the total number is the person on Xiaoming's left plus the person on Xiaoming's right , plus Xiaoming .

Among them, 4 is the answer information.

In a possible implementation manner, the analysis information of the answer information may include a calculation formula and the meaning of each parameter in the calculation formula. Continuing on Li, the calculation formula is 12+8+1=21, where 21 represents the total number of people, 12 represents the person on the left of Xiaoming, 8 represents the person on the right of Xiaoming, and 1 represents Xiaoming.

In a possible implementation, after determining the drawing explanation information corresponding to the topic to be solved, audio information corresponding to the drawing explanation information may be generated, and then the drawing process of the explanation schematic diagram is displayed, and while the drawing process is displayed, the generated audio information can be played. audio information.

Specifically, the audio information corresponding to the drawing explanation information includes target audio information corresponding to each drawing step; while displaying the drawing process, playing the audio information may include: displaying the drawing process of the explanation schematic diagram of each drawing step. At the same time, the target audio information corresponding to the drawing step is played.

Here, it should be noted that, if the computer device that executes the method for generating a schematic diagram of a topic provided by the present disclosure is a device that does not have a display function, such as a server, etc., the presentation will explain the drawing process of the schematic diagram, and in the process of displaying the drawing process At the same time, the generated audio information is played, and the computer device (such as a server) may control a display device with a display function to display the drawing process and play the audio information.

In the method provided by the embodiments of the present disclosure, after acquiring the title information of the problem to be solved, at least one drawing step and the analysis information of the at least one drawing step can be determined according to the title information of the problem to be solved, and based on the information of the at least one drawing step The drawing sequence, and the analysis information of at least one drawing step, automatically draw the explanation diagram corresponding to the problem to be solved. By showing the explanation diagram to the user, the user can watch the problem solving process of the problem to be solved more intuitively, thereby helping the user to understand The process of solving problems to be solved improves the learning efficiency of users.

Those skilled in the art can understand that in the above method of the specific implementation, the writing order of each step does not mean a strict execution order but constitutes any limitation on the implementation process, and the specific execution order of each step should be based on its function and possible Internal logic is determined.

Based on the same inventive concept, the embodiments of the present disclosure also provide a topic schematic diagram generation device corresponding to the topic schematic diagram generation method. For the implementation of the apparatus, reference may be made to the implementation of the method, and the repetition will not be repeated.

Referring to FIG. 4, which is a schematic diagram of the architecture of an apparatus for generating a title schematic diagram provided by an embodiment of the present disclosure, the apparatus includes: an acquisition module 401, a determination module 402, and a drawing module 403; wherein,

an acquisition module 401, used to acquire topic information of the topic to be solved;

A determination module 402, configured to determine at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the topic information of the to-be-solved problem;

The drawing module 403 is configured to draw an explanation diagram corresponding to the problem to be solved based on the drawing sequence of the at least one drawing step and the analysis information corresponding to the at least one drawing step.

In a possible implementation manner, after determining at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved, the determining module 402 , also used for:

determining the target question type of the to-be-solved question based on the question information of the to-be-solved question;

determining a target drawing template that matches the target question type;

The drawing module 403, when drawing the explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step, is used for:

Based on the analysis information of the at least one drawing step and the target drawing template, an explanation diagram corresponding to the to-be-solved topic is drawn.

In a possible implementation manner, the at least one drawing step corresponding to the problem to be solved, the analysis information of the at least one drawing step, and the target problem type of the problem to be solved are determined based on a pre-trained neural network,

The determining module 402 is further configured to determine at least one drawing step corresponding to the problem to be solved, analysis information of the at least one drawing step, and a target problem type of the problem to be solved according to the following method:

Input the topic information of the problem to be solved into the pre-trained neural network, determine the target problem type corresponding to the problem to be solved, and the analysis information of at least one drawing step corresponding to the problem to be solved, wherein, The neural network is obtained by training based on the sample topic information and the annotation information corresponding to the sample topic information, and the annotation information corresponding to the sample topic information is used to indicate the topic type of the sample topic information, which corresponds to the sample topic information. Parsing information for drawing steps.

In a possible implementation manner, the determining module 402, when determining the target drawing template matching the target topic type, is used for:

determining at least one drawing template that matches the target topic type, and acquiring a matching condition corresponding to the at least one drawing template;

Determine, based on the matching condition corresponding to the at least one drawing template, the target matching condition satisfied by the title information of the title to be solved;

A drawing template corresponding to the target matching condition is determined as the target drawing template.

In a possible implementation manner, the target drawing template includes a drawing rule corresponding to at least one drawing step;

The drawing module 403, when drawing an explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step and the target drawing template, is used for:

For each drawing step in the at least one drawing step, an explanation diagram corresponding to the drawing step is drawn based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step.

In a possible implementation manner, the at least one drawing step includes a plurality of drawing steps; for each drawing step in the at least one drawing step, the drawing module 403, based on the drawing rule corresponding to the drawing step and the The analytical information corresponding to the drawing step, when drawing the explanation diagram corresponding to the drawing step, is used to:

For the first drawing step arranged according to the drawing sequence among the plurality of drawing steps, based on the drawing rule corresponding to the first drawing step and the analytical information corresponding to the drawing step, draw an explanation diagram corresponding to the first drawing step;

For each drawing step except the first drawing step in the plurality of drawing steps, drawing is performed on the explanation diagram drawn by the previous drawing step based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step , to get the explanation diagram corresponding to the drawing step.

In a possible implementation manner, the target drawing template further includes an explanation template corresponding to the drawing step;

The determining module 402 is further configured to:

The analysis information of each drawing step is correspondingly added to the explanation template corresponding to the drawing step in the target drawing template, so as to obtain the drawing explanation information corresponding to the problem to be solved.

In a possible implementation manner, the apparatus further includes a display module 404 for:

generating audio information corresponding to the drawing explanation information;

The drawing process of the explanation schematic diagram is displayed, and the audio information is played while the drawing process is displayed.

In a possible implementation manner, the audio information corresponding to the drawing explanation information includes target audio information corresponding to each drawing step; the display module 404 plays the audio information while displaying the drawing process. when used for:

While showing the drawing process of the explanation diagram of each drawing step, the target audio information corresponding to the drawing step is played.

For the description of the processing flow of each module in the apparatus and the interaction flow between the modules, reference may be made to the relevant descriptions in the foregoing method embodiments, which will not be described in detail here.

Based on the same technical concept, an embodiment of the present disclosure also provides a computer device. Referring to FIG. 5 , a schematic structural diagram of a computer device 500 provided by an embodiment of the present disclosure includes a processor 501 , a memory 502 , and a bus 503 . Among them, the memory 502 is used to store execution instructions, including the memory 5021 and the external memory 5022; the memory 5021 here is also called the internal memory, which is used to temporarily store the operation data in the processor 501 and the data exchanged with the external memory 5022 such as the hard disk, The processor 501 exchanges data with the external memory 5022 through the memory 5021. When the computer device 500 is running, the processor 501 communicates with the memory 502 through the bus 503, so that the processor 501 executes the following instructions:

Get the topic information of the problem to be solved;

Determine at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved;

Based on the drawing sequence of the at least one drawing step and the analysis information corresponding to the at least one drawing step, a schematic diagram of the explanation corresponding to the problem to be solved is drawn.

In a possible implementation, the instructions executed by the processor 501 determine at least one drawing step corresponding to the to-be-solved problem and the analysis of the at least one drawing step based on the problem information of the to-be-solved problem. After the information, the method further includes:

determining the target question type of the to-be-solved question based on the question information of the to-be-solved question;

determining a target drawing template that matches the target question type;

Drawing an explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step, including:

Based on the analysis information of the at least one drawing step and the target drawing template, an explanation diagram corresponding to the to-be-solved topic is drawn.

In a possible implementation manner, in the instructions executed by the processor 501, the at least one drawing step corresponding to the problem to be solved, the parsing information of the at least one drawing step, and the target problem type of the problem to be solved are based on: Determined by a pre-trained neural network,

The method further includes determining at least one drawing step corresponding to the problem to be solved, analysis information of the at least one drawing step, and a target problem type of the problem to be solved according to the following method:

Input the topic information of the problem to be solved into the pre-trained neural network, determine the target problem type corresponding to the problem to be solved, and the analysis information of at least one drawing step corresponding to the problem to be solved, wherein, The neural network is obtained by training based on the sample topic information and the annotation information corresponding to the sample topic information, and the annotation information corresponding to the sample topic information is used to indicate the topic type of the sample topic information, which corresponds to the sample topic information. Parsing information for drawing steps.

In a possible implementation manner, in the instructions executed by the processor 501, the determining a target drawing template matching the target topic type includes:

determining at least one drawing template that matches the target topic type, and acquiring a matching condition corresponding to the at least one drawing template;

Determine, based on the matching condition corresponding to the at least one drawing template, the target matching condition satisfied by the title information of the title to be solved;

A drawing template corresponding to the target matching condition is determined as the target drawing template.

In a possible implementation manner, in the instructions executed by the processor 501, the target drawing template includes a drawing rule corresponding to at least one drawing step;

Drawing an explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step and the target drawing template, including:

For each drawing step in the at least one drawing step, an explanation diagram corresponding to the drawing step is drawn based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step.

In a possible implementation manner, in the instructions executed by the processor 501, the at least one drawing step includes multiple drawing steps; for each drawing step in the at least one drawing step, based on the drawing rule corresponding to the drawing step With the analytical information corresponding to the drawing step, draw a schematic diagram of the explanation corresponding to the drawing step, including:

For the first drawing step arranged according to the drawing sequence among the plurality of drawing steps, based on the drawing rule corresponding to the first drawing step and the analytical information corresponding to the drawing step, draw an explanation diagram corresponding to the first drawing step;

For each drawing step except the first drawing step in the plurality of drawing steps, drawing is performed on the explanation diagram drawn by the previous drawing step based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step , to get the explanation diagram corresponding to the drawing step.

In a possible implementation manner, in the instructions executed by the processor 501, the target drawing template further includes an explanation template corresponding to the drawing step;

The method also includes:

The analysis information of each drawing step is correspondingly added to the explanation template corresponding to the drawing step in the target drawing template, so as to obtain the drawing explanation information corresponding to the problem to be solved.

In a possible implementation manner, in the instructions executed by the processor 501, the method further includes:

generating audio information corresponding to the drawing explanation information;

The drawing process of the explanation schematic diagram is displayed, and the audio information is played while the drawing process is displayed.

In a possible implementation manner, in the instruction executed by the processor 501, the audio information corresponding to the drawing explanation information includes the target audio information corresponding to each drawing step; The audio information includes:

While showing the drawing process of the explanation diagram of each drawing step, the target audio information corresponding to the drawing step is played.

Embodiments of the present disclosure further provide a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is run by a processor, the steps of the method for generating a title schematic diagram described in the foregoing method embodiments are executed. Wherein, the storage medium may be a volatile or non-volatile computer-readable storage medium.

Embodiments of the present disclosure further provide a computer program product, where the computer product carries program codes, and the instructions included in the program codes can be used to execute the steps of the method for generating a schematic diagram of a topic described in the foregoing method embodiments. For details, please refer to the foregoing method. The embodiments are not repeated here.

Wherein, the above-mentioned computer program product can be specifically implemented by means of hardware, software or a combination thereof. In an optional embodiment, the computer program product is embodied as a computer storage medium, and in another optional embodiment, the computer program product is embodied as a software product, such as a software development kit (Software Development Kit, SDK), etc. Wait.

Those skilled in the art can clearly understand that, for the convenience and brevity of description, for the specific working process of the system and device described above, reference may be made to the corresponding process in the foregoing method embodiments, which will not be repeated here. In the several embodiments provided by the present disclosure, it should be understood that the disclosed system, apparatus and method may be implemented in other manners. The apparatus embodiments described above are only illustrative. For example, the division of the units is only a logical function division. In actual implementation, there may be other division methods. For example, multiple units or components may be combined or Can be integrated into another system, or some features can be ignored, or not implemented. On the other hand, the shown or discussed mutual coupling or direct coupling or communication connection may be through some communication interfaces, indirect coupling or communication connection of devices or units, which may be in electrical, mechanical or other forms.

The units described as separate components may or may not be physically separated, and components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution in this embodiment.

In addition, each functional unit in each embodiment of the present disclosure may be integrated into one processing unit, or each unit may exist physically alone, or two or more units may be integrated into one unit.

The functions, if implemented in the form of software functional units and sold or used as stand-alone products, may be stored in a processor-executable non-volatile computer-readable storage medium. Based on such understanding, the technical solutions of the present disclosure can be embodied in the form of software products in essence, or the parts that contribute to the prior art or the parts of the technical solutions. The computer software products are stored in a storage medium, including Several instructions are used to cause a computer device (which may be a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the methods described in various embodiments of the present disclosure. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disk or optical disk and other media that can store program codes.

Finally, it should be noted that the above-mentioned embodiments are only specific implementations of the present disclosure, and are used to illustrate the technical solutions of the present disclosure rather than limit them. The protection scope of the present disclosure is not limited thereto, although referring to the foregoing The embodiments describe the present disclosure in detail. Those of ordinary skill in the art should understand that: any person skilled in the art can still modify the technical solutions described in the foregoing embodiments within the technical scope disclosed by the present disclosure. Changes can be easily thought of, or equivalent replacements are made to some of the technical features; and these modifications, changes or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present disclosure, and should be covered in the present disclosure. within the scope of protection. Therefore, the protection scope of the present disclosure should be based on the protection scope of the claims.

Claims (12)

1. a title schematic diagram generation method, is characterized in that, comprises: Get the topic information of the problem to be solved; Determine at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved; Based on the drawing sequence of the at least one drawing step and the analysis information corresponding to the at least one drawing step, a schematic diagram of the explanation corresponding to the problem to be solved is drawn. 2 . The method according to claim 1 , wherein at least one drawing step corresponding to the problem to be solved and analysis information of the at least one drawing step are determined based on the problem information of the problem to be solved. 3 . Afterwards, the method further includes: determining the target question type of the to-be-solved question based on the question information of the to-be-solved question; determining a target drawing template that matches the target question type; Drawing an explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step, including: Based on the analysis information of the at least one drawing step and the target drawing template, an explanation diagram corresponding to the to-be-solved topic is drawn. 3. The method according to claim 2, wherein the at least one drawing step corresponding to the problem to be solved, the analytical information of the at least one drawing step, and the target problem type of the problem to be solved are based on a prior The trained neural network determines, The method further includes determining at least one drawing step corresponding to the problem to be solved, analysis information of the at least one drawing step, and a target problem type of the problem to be solved according to the following method: Input the topic information of the problem to be solved into the pre-trained neural network, determine the target problem type corresponding to the problem to be solved, and the analysis information of at least one drawing step corresponding to the problem to be solved, wherein, The neural network is obtained by training based on the sample topic information and the annotation information corresponding to the sample topic information, and the annotation information corresponding to the sample topic information is used to indicate the topic type of the sample topic information, which corresponds to the sample topic information. Parsing information for drawing steps. 4. The method according to claim 2, wherein the determining a target drawing template matching the target topic type comprises: determining at least one drawing template that matches the target topic type, and acquiring a matching condition corresponding to the at least one drawing template; Determine, based on the matching condition corresponding to the at least one drawing template, the target matching condition satisfied by the title information of the title to be solved; A drawing template corresponding to the target matching condition is determined as the target drawing template. 5. The method according to claim 2, wherein the target drawing template comprises a drawing rule corresponding to at least one drawing step; Drawing an explanation diagram corresponding to the problem to be solved based on the analysis information of the at least one drawing step and the target drawing template, including: For each drawing step in the at least one drawing step, an explanation diagram corresponding to the drawing step is drawn based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step. 6. The method according to claim 5, wherein the at least one drawing step comprises a plurality of drawing steps; for each drawing step in the at least one drawing step, based on the drawing rule corresponding to the drawing step and the The analytical information corresponding to the drawing step is drawn, and the explanation diagram corresponding to the drawing step is drawn, including: For the first drawing step arranged according to the drawing sequence among the plurality of drawing steps, based on the drawing rule corresponding to the first drawing step and the analytical information corresponding to the drawing step, draw an explanation diagram corresponding to the first drawing step; For each drawing step except the first drawing step in the plurality of drawing steps, drawing is performed on the explanation diagram drawn by the previous drawing step based on the drawing rule corresponding to the drawing step and the analytical information corresponding to the drawing step , to get the explanation diagram corresponding to the drawing step. 7. The method according to claim 2, wherein the target drawing template further comprises an explanation template corresponding to the drawing step; The method also includes: The analysis information of each drawing step is correspondingly added to the explanation template corresponding to the drawing step in the target drawing template, so as to obtain the drawing explanation information corresponding to the problem to be solved. 8. The method according to claim 7, wherein the method further comprises: generating audio information corresponding to the drawing explanation information; The drawing process of the explanation schematic diagram is displayed, and the audio information is played while the drawing process is displayed. 9. The method according to claim 8, wherein the audio information corresponding to the drawing explanation information includes target audio information corresponding to each drawing step; audio information, including: While showing the drawing process of the explanation diagram of each drawing step, the target audio information corresponding to the drawing step is played. 10. A title schematic diagram generating device, characterized in that, comprising: The acquisition module is used to acquire the subject information of the subject to be solved; A determination module, configured to determine at least one drawing step corresponding to the to-be-solved problem and analysis information of the at least one drawing step based on the problem information of the problem to be solved; A drawing module, configured to draw an explanation diagram corresponding to the problem to be solved based on the drawing sequence of the at least one drawing step and the analysis information corresponding to the at least one drawing step. 11. A computer device, comprising: a processor, a memory, and a bus, wherein the memory stores machine-readable instructions executable by the processor, and when the computer device runs, the processor and the The memories communicate with each other through a bus, and when the machine-readable instructions are executed by the processor, the steps of the method for generating a topic schematic diagram according to any one of claims 1 to 9 are executed. 12. A computer-readable storage medium, characterized in that, a computer program is stored on the computer-readable storage medium, and the computer program is executed by a processor to generate a schematic diagram of the title according to any one of claims 1 to 9. steps of the method.

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