CN110443567A - Recommended method and relevant device based on artificial intelligence - Google Patents

Abstract

This application relates to keyword matching in the field of artificial intelligence technology, and specifically relates to an artificial intelligence-based recommendation method and related equipment, which are applied to electronic equipment including touch screens. The method includes: obtaining the teaching support information of the target object; Input the teaching support project recommendation model for processing, and output N target teaching support projects corresponding to the teaching support information. The teaching support project recommendation model is used to recommend at least one teaching support project suitable for the target object, and N is an integer greater than or equal to 1; on the touch screen Display N target teaching projects. Adopting the embodiment of the present application can improve the accuracy and efficiency of the recommendation of teaching support projects.

Description

Recommendation method and related equipment based on artificial intelligence

technical field

This application relates to the technical field of artificial intelligence, in particular to an artificial intelligence-based recommendation method and related equipment.

Background technique

Supporting education projects refer to projects that support education and teaching management in backward areas. The location of the teaching support is the area where educational resources are scarce. The mission of the teaching support is to improve the education status in the poor areas. The teaching support is a kind of virtue, ability, progress and competition. At present, according to the teaching support information of the target object, at least one teaching support project suitable for the target object is manually determined, which leads to low accuracy and low efficiency in recommending teaching support projects.

Contents of the invention

The embodiment of the present application provides an artificial intelligence-based recommendation method and related equipment, which are used to improve the accuracy and efficiency of the recommendation of teaching support items.

In the first aspect, the embodiment of the present application provides an artificial intelligence-based recommendation method, which is applied to an electronic device including a touch screen display, and the method includes:

Obtain the support education information of the target object;

Input the education support information into the education support project recommendation model for processing, and output N target education support projects corresponding to the education support information, and the education support project recommendation model is used to recommend at least one education support project suitable for the target object, and the N is an integer greater than or equal to 1;

Displaying the N target teaching support items on the touch screen.

In the second aspect, an embodiment of the present application provides an artificial intelligence-based recommendation device, which is applied to an electronic device including a touch screen, and the device includes:

an acquisition unit, configured to acquire the support education information of the target object;

A recommendation unit, configured to input the education support information into the education support item recommendation model for processing, and output N target education support items corresponding to the education support information, and the education support item recommendation model is used to recommend at least one education support item suitable for the target object , the N is an integer greater than or equal to 1;

A first display unit, configured to display the N target teaching support items on the touch screen.

In a third aspect, an embodiment of the present application provides an electronic device, the above-mentioned electronic device includes a touch display screen, and the above-mentioned electronic device also includes a processor, a memory, a communication interface, and one or more programs, and the above-mentioned one or more programs are stored In the aforementioned memory and configured to be executed by the aforementioned processor, the aforementioned program includes instructions for executing some or all of the steps in the method described in the first aspect of the embodiments of the present application.

In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, the above-mentioned computer-readable storage medium is used to store a computer program, and the above-mentioned computer program is executed by a processor to implement the first aspect of the embodiment of the present application. Some or all of the steps described in the method.

It can be seen that in the embodiment of the present application, the electronic device inputs the teaching support information of the target object into the teaching support item recommendation model for processing, outputs N target teaching support items corresponding to the teaching support information, and displays the N target teaching support items on the touch screen . Compared with recommending education support items manually, the embodiment of the present application determines at least one education support item suitable for the target object according to the education support information and the education support item recommendation model, so as to improve the accuracy and efficiency of the education support item recommendation.

These or other aspects of the present application will be more concise and understandable in the description of the following embodiments.

Description of drawings

In order to more clearly illustrate the technical solutions in the embodiment of the present application or the background art, the following will describe the drawings that need to be used in the embodiment of the present application or the background art.

FIG. 1 is a schematic structural diagram of an artificial intelligence-based recommendation scenario provided by an embodiment of the present application;

FIG. 2A is a schematic flowchart of an artificial intelligence-based recommendation method provided by an embodiment of the present application;

FIG. 2B is a schematic diagram of an artificial intelligence-based recommendation provided by an embodiment of the present application;

FIG. 3 is a schematic flowchart of another artificial intelligence-based recommendation method provided by an embodiment of the present application;

FIG. 4 is a block diagram of functional units of an artificial intelligence-based recommendation device provided in an embodiment of the present application;

Fig. 5 is a schematic structural diagram of an electronic device provided by an embodiment of the present application.

Specific implementation

In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

Each will be described in detail below.

The terms "first", "second", "third" and "fourth" in the specification and claims of the present application and the drawings are used to distinguish different objects, rather than to describe a specific order . Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed steps or units, but optionally also includes unlisted steps or units, or optionally further includes For other steps or units inherent in these processes, methods, products or apparatuses.

Reference herein to an "embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the present application. The occurrences of this phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is understood explicitly and implicitly by those skilled in the art that the embodiments described herein can be combined with other embodiments.

Electronic devices may include various handheld devices with wireless communication functions, vehicle-mounted devices, wearable devices, computing devices or other processing devices connected to wireless modems, as well as various forms of user equipment (UserEquipment, UE), mobile station (Mobile Station, MS), terminal device (terminal device) and so on.

The following describes the embodiments of the present application in detail.

Please refer to Fig. 1. Fig. 1 is a schematic diagram of the architecture of an artificial intelligence-based recommendation scenario provided by an embodiment of the present application. The artificial intelligence-based recommendation scenario is: when the first touch operation for the recommended application for the teaching support project is detected , the electronic device displays the teaching support project recommendation interface on the touch screen, and the teaching support project recommendation is applied on the touch screen; Display the teaching support information input interface, and the teaching support information input options are on the teaching support project recommendation interface; the electronic device obtains the teaching support information of the target object, inputs the teaching support information into the teaching support project recommendation model for processing, and outputs N target teaching support projects corresponding to the teaching support information, where N is An integer greater than or equal to 1; the electronic device displays N target teaching support items on the touch screen.

Please refer to FIG. 2A. FIG. 2A is a schematic flowchart of an artificial intelligence-based recommendation method provided by an embodiment of the present application, which is applied to electronic devices including touch screen displays. The artificial intelligence-based recommendation method includes steps 201-203, details as follows:

201: The electronic device obtains the teaching support information of the target object.

In a possible example, before the electronic device obtains the teaching support information of the target object, the method further includes:

When detecting the first touch operation for the recommended application of the teaching support project, the electronic device displays the teaching support project recommendation interface on the touch screen;

The electronic device detects whether there is a touch operation for the education support information input option, and the support education information input option is on the support education project recommendation interface;

If it is detected that there is a second touch operation for the education support information input option, the electronic device displays an education support information input interface on the touch screen.

Among them, the teaching support project is recommended to be applied on the touch screen.

In a possible example, the electronic device obtains the teaching support information of the target object, including:

The electronic device detects whether there is a touch operation for the teaching support information input interface, and the teaching support information input interface includes a teaching support time input box, a teaching support location input box, a teaching volunteer age input box, a teaching volunteer education background input box, a teaching volunteer Input box for occupation of volunteers, input box for working years of teaching volunteers and input box for hobbies of teaching volunteers;

If a third touch operation on the teaching support information input interface is detected, the electronic device acquires the teaching support information of the target object corresponding to the third touch operation, and the teaching support information includes target teaching support time, target Teaching location, age of target teaching volunteers, education background of target teaching volunteers, occupation of target teaching volunteers, working years of target teaching volunteers and hobbies of target teaching volunteers.

Among them, the third touch operation is for the teaching support time input box, the teaching support location input box, the teaching volunteer age input box, the teaching volunteer education qualification input box, the teaching volunteer occupation input box, the teaching volunteer working years input box and the teaching volunteer input box. Users like the touch operation of the input box.

202: The electronic device inputs the education support information into an education support item recommendation model for processing, and outputs N target education support items corresponding to the education support information, and the education support item recommendation model is used to recommend at least one education support item suitable for the target object, The N is an integer greater than or equal to 1.

In a possible example, the teaching support project recommendation model includes M1 teaching support projects, and each of the M1 teaching support projects includes teaching support time requirements, teaching support location requirements, age requirements for teaching volunteers, educational background requirements for teaching volunteers, Volunteer occupation requirements, teaching volunteer working years requirements and teaching volunteer hobbies requirements, the M1 is greater than the N, the electronic device will input the teaching support information into the teaching support project recommendation model for processing, and output the N corresponding to the teaching support information Target teaching projects, including:

The electronic device inputs the teaching support information into the teaching support item recommendation model;

The electronic device selects M2 teaching support projects that meet the requirement of teaching support time from the M1 teaching support projects according to the target teaching support time;

The electronic device selects M3 teaching support projects that meet the requirements of the teaching support location from the M2 teaching support projects according to the target teaching support location;

The electronic device selects M4 teaching support projects that meet the age requirements of the teaching volunteers from the M3 teaching support projects according to the age of the target teaching volunteers;

The electronic device selects M5 teaching support projects that meet the educational background requirements of the teaching volunteers from the M4 teaching support projects according to the education background of the target teaching volunteers;

The electronic device selects M6 teaching support projects that meet the professional requirements of teaching volunteers from the M5 teaching support projects according to the target teaching volunteer occupation;

The electronic device selects from the M6 teaching support projects according to the working years of the target teaching volunteers the M7 teaching support projects that meet the requirements for the working years of the teaching volunteers;

The electronic device selects M8 teaching support projects that meet the hobby requirements of teaching volunteers from the M7 teaching support projects according to the target teaching volunteer hobbies;

The electronic device determines the M8 teaching support projects as the N target teaching support projects.

Among them, the electronic device selects M8 teaching support projects from M1 teaching support projects according to the teaching support information, target teaching time, target teaching location, target teaching volunteer age, target teaching volunteer education background, target teaching volunteer occupation, target teaching volunteer There is no limit to the sequence of working years, target teaching volunteer hobbies.

In a possible example, the teaching support project recommendation model includes P1 teaching support projects, and each of the P1 teaching support projects includes teaching support time requirements, teaching support location requirements, teaching volunteer age requirements, teaching volunteer education requirements, teaching support Volunteer occupation requirements, teaching volunteer working years requirements and teaching volunteer hobbies requirements, the P1 is greater than the N, the electronic device will input the teaching support information into the teaching support project recommendation model for processing, and output the N corresponding to the teaching support information Target teaching projects, including:

The electronic device inputs the teaching support information into the teaching support item recommendation model;

The electronic device determines the matching degree corresponding to each of the P1 teaching support items according to the teaching support information, and obtains the P1 matching degrees;

The electronic device selects P2 matching degrees from the P1 matching degrees, each of the P2 matching degrees is greater than or equal to a preset matching degree, and the P2 is greater than or equal to 1 and less than or equal to the Integer of P1;

The electronic device determines the P2 education support items corresponding to the P2 matching degrees as the N target education support items, and the P2 education support items are in one-to-one correspondence with the P2 matching degrees.

Among them, P1 matching degrees correspond to P1 supporting education projects one by one.

In a possible example, the electronic device determines the matching degree corresponding to each of the P1 teaching support items according to the teaching support information, and obtains the P1 matching degrees, including:

The electronic device determines the first score corresponding to A according to the target teaching support time and the teaching support time requirements included in the teaching support project A;

The electronic device determines the second score corresponding to A according to the target teaching support site and the teaching support site requirements included in A;

The electronic device determines the third score corresponding to A according to the age of the target teaching volunteers and the age requirements of the teaching volunteers included in A;

The electronic device determines the fourth score corresponding to A according to the educational background of the target teaching volunteer and the academic requirements of the teaching volunteer included in the A;

The electronic device determines the fifth score corresponding to A according to the target teaching volunteer occupation and the teaching volunteer occupation requirements included in A;

The electronic device determines the sixth score corresponding to A according to the working years of the target teaching volunteers and the working years of the teaching volunteers included in the A;

The electronic device determines the seventh score corresponding to A according to the target teaching volunteer hobbies and the teaching volunteer hobbies included in A;

The electronic device corresponds to the first score, the second score, the third score, the fourth score, the fifth score, the sixth score, the seventh score, and the A The matching degree formula determines the matching degree corresponding to the A;

The electronic device performs the same operation on the (P1-1) education support items except the A among the P1 education support items, and obtains (P1-1) matches corresponding to the (P1-1) education support items degree, the A is any one of the P1 teaching support projects;

The electronic device determines the matching degree corresponding to A and the (P1-1) matching degrees as the P1 matching degrees.

Specifically, the implementation of determining the first score corresponding to A by the electronic device according to the target teaching time and the teaching time requirements included in the teaching project A may be as follows: when the target teaching time meets the teaching time requirements included in A, the electronic device obtains the target The first duration corresponding to the teaching support time; the electronic device obtains the second duration corresponding to the teaching support time requirements included in the teaching support project A; the electronic device calculates the target duration ratio between the first duration and the second duration; the electronic device is based on the mapping relationship between the duration ratio and the score A first score corresponding to the target duration ratio is determined.

Specifically, the electronic device may determine the second score corresponding to A according to the target teaching support site and the requirements of the teaching support sites included in A may be: when the target teaching support site meets the requirements of the teaching support site included in A, the electronic device obtains the target teaching support site The corresponding first position; the electronic device acquires the corresponding second position required by the supporting teaching site included in A; the electronic device calculates the target distance between the first position and the second position; the electronic device determines the target distance corresponding to the first position according to the mapping relationship between distance and score Two points.

Specifically, the electronic device determines the third score corresponding to A according to the age of the target teaching volunteers and the age requirements of the teaching volunteers included in A may be: when the age of the target teaching volunteers meets the age requirements of the teaching volunteers included in A Next, the electronic device acquires the maximum age corresponding to the age requirement of the teaching volunteers included in A; the electronic device calculates the target age difference between the maximum age and the target teaching volunteer age; the electronic device determines the target age difference according to the mapping relationship between the age difference and the score The value corresponds to the third fraction.

Specifically, the electronic device determines the fourth score corresponding to A according to the educational background of the target teaching volunteer and the educational requirements of the teaching volunteers included in A. Requirements; if the educational background of the target teaching volunteer meets the academic requirements of the teaching volunteer included in A, the electronic device determines the fourth score corresponding to the educational background of the target teaching volunteer according to the mapping relationship between the academic background and the score.

Specifically, the electronic device determines the fifth score corresponding to A according to the target teaching volunteer profession and the teaching volunteer profession requirements included in A may be: the electronic device judges whether the target teaching volunteer profession satisfies the teaching volunteer profession included in A Requirements; if the target teaching volunteer occupation meets the teaching volunteer occupation requirements included in A, the electronic device determines the fifth score corresponding to the target teaching volunteer occupation according to the mapping relationship between occupation and score.

Specifically, the electronic device may determine the sixth score corresponding to A according to the working years of the target teaching volunteers and the working years of the teaching volunteers included in A. In the case of the age requirement, the electronic device obtains the minimum working years corresponding to the working years of teaching volunteers included in A; the electronic device calculates the target working years difference between the target teaching volunteers’ working years and the minimum working years; The mapping relationship of scores determines the sixth score corresponding to the target working years difference.

Specifically, the electronic device determines the seventh score corresponding to A according to the target teaching volunteer's hobbies and the teaching volunteer's hobbies included in A may be as follows: the electronic device judges whether the target teaching volunteer's hobbies meet the teaching volunteer's hobbies included in A Requirements; if the target teaching volunteer's hobby meets the teaching volunteer's hobby requirements included in A, the electronic device determines the seventh score corresponding to the target teaching volunteer's hobby according to the mapping relationship between hobbies and scores.

Among them, a supporting education project corresponds to a matching degree formula, and the matching degree formula corresponding to A is:

Q _A ＝Q ₁ ×α ₁ +Q ₂ ×α ₂ +Q ₃ ×α ₃ +Q ₄ ×α ₄ +Q ₅ ×α ₅ +Q ₆ ×α ₆ +Q ₇ ×α ₇ ,

Among them, Q _A is the matching degree corresponding to A, Q ₁ is the first score, α ₁ is the weight corresponding to the first score, Q ₂ is the second score, α ₂ is the weight corresponding to the second score, and Q ₃ is the third score, α ₃ is the weight corresponding to the third score, Q ₄ is the fourth score, α ₄ is the weight corresponding to the fourth score, Q ₅ is the fifth score, α ₅ is the weight corresponding to the fifth score, Q ₆ is the weight corresponding to the fourth score Six scores, α ₆ is the weight corresponding to the sixth score, Q ₇ is the seventh score, α ₇ is the weight corresponding to the seventh score, α ₁ + α ₂ + α ₃ + α ₄ + α ₅ + α ₆ + α ₇ =1.

203: The electronic device displays the N target teaching support items on the touch screen.

It can be seen that in the embodiment of the present application, the electronic device inputs the teaching support information of the target object into the teaching support item recommendation model for processing, outputs N target teaching support items corresponding to the teaching support information, and displays the N target teaching support items on the touch screen . Compared with recommending education support items manually, the embodiment of the present application determines at least one education support item suitable for the target object according to the education support information and the education support item recommendation model, so as to improve the accuracy and efficiency of the education support item recommendation.

In a possible example, the electronic device displays the N target teaching support items on the touch screen, including:

The electronic device displays the N target education support items and N matching degrees on the touch screen, and the N matching degrees correspond to the N target education support items one by one.

For example, as shown in FIG. 2B , the electronic device displays on the touch screen 3 teaching support items and 3 matching degrees, teaching teaching project 1 and matching degree 1, teaching supporting project 2 and matching degree 2, teaching teaching project 3 and matching degree Degree 3.

It can be seen that in this example, the electronic device displays at least one target teaching project and at least one matching degree on the touch screen, and at least one matching degree corresponds to at least one target teaching project, which helps the target object intuitively understand the suitable At least one teaching support project and the corresponding matching degree of each of the at least one teaching support project, and provide multiple teaching support projects for the target object to choose.

Consistent with the embodiment shown in FIG. 2A above, please refer to FIG. 3. FIG. 3 is a schematic flowchart of another artificial intelligence-based recommendation method provided by the embodiment of the present application, which is applied to electronic devices including touch screens. The recommendation method based on artificial intelligence includes steps 301-311, specifically as follows:

301: The electronic device obtains the teaching support information of the target object, and the teaching support information includes the target teaching support time, target teaching support location, target teaching support volunteer age, target teaching volunteer education background, target teaching volunteer occupation, target teaching volunteer working years and goals Teaching volunteer hobbies.

302: The electronic device inputs the teaching support information into the teaching support project recommendation model, the teaching support project recommendation model includes M1 teaching support projects, and each of the M1 teaching support projects includes teaching support time requirements, teaching support location requirements, and teaching support volunteers Age requirements, academic requirements for teaching volunteers, occupational requirements for teaching volunteers, working years for teaching volunteers, and hobbies for teaching volunteers.

303: The electronic device selects, from the M1 teaching support projects, M2 teaching support projects that meet the teaching support time requirement according to the target teaching support time.

304: The electronic device selects, from the M2 teaching support projects, M3 teaching support projects that meet the requirements of the teaching support location according to the target teaching support location.

305: The electronic device selects, from the M3 education support projects, M4 education support projects that meet the age requirements of the education volunteers according to the age of the target education volunteers.

306: The electronic device selects, from the M4 teaching support projects, M5 teaching support projects that meet the educational background requirements of the teaching volunteers according to the target teaching volunteer education background.

307: The electronic device selects, from the M5 teaching support projects, M6 teaching support projects that meet the occupational requirements of the teaching volunteers according to the target teaching volunteer occupation.

308: The electronic device selects, from the M6 teaching support projects, M7 teaching support projects that meet the working years requirement of the teaching volunteers according to the target teaching volunteer working years.

309: The electronic device selects, from the M7 teaching support projects, M8 teaching support projects that meet the hobby requirements of the teaching volunteers according to the target teaching volunteer preferences.

310: The electronic device determines the M8 education support projects as N target education support projects, where N is smaller than the M1.

311: The electronic device displays the N target teaching support items on the touch screen.

It should be noted that, for the specific implementation process of each step of the method shown in FIG. 3 , reference may be made to the specific implementation process described in the above method, and will not be described here again.

The foregoing mainly introduces the solutions of the embodiments of the present application from the perspective of executing the process on the method side. It can be understood that, in order to realize the above functions, the electronic device includes hardware structures and/or software modules corresponding to each function. Those skilled in the art should easily realize that the present application can be implemented in the form of hardware or a combination of hardware and computer software in combination with the units and algorithm steps of each example described in the embodiments disclosed herein. Whether a certain function is executed by hardware or computer software drives hardware depends on the specific application and design constraints of the technical solution. Skilled artisans may use different methods to implement the described functions for each specific application, but such implementation should not be regarded as exceeding the scope of the present application.

The embodiment of the present application may divide the electronic device into functional units according to the above method example, for example, each functional unit may be divided corresponding to each function, or two or more functions may be integrated into one processing unit. The above-mentioned integrated units can be implemented in the form of hardware or in the form of software functional units. It should be noted that the division of units in the embodiment of the present application is schematic, and is only a logical function division, and there may be another division manner in actual implementation.

Please refer to FIG. 4. FIG. 4 is a block diagram of functional units of an artificial intelligence-based recommendation device provided by an embodiment of the present application, which is applied to an electronic device including a touch screen. The artificial intelligence-based recommendation device 400 includes:

An acquisition unit 401, configured to acquire teaching support information of the target object;

The recommendation unit 402 is configured to input the teaching support information into a teaching support project recommendation model for processing, and output N target teaching support projects corresponding to the teaching support information, and the teaching support project recommendation model is used to recommend at least one teaching support suitable for the target object item, said N is an integer greater than or equal to 1;

The first display unit 403 is configured to display the N target teaching support items on the touch screen.

It can be seen that in the embodiment of the present application, the electronic device inputs the teaching support information of the target object into the teaching support item recommendation model for processing, outputs N target teaching support items corresponding to the teaching support information, and displays the N target teaching support items on the touch screen . Compared with recommending education support items manually, the embodiment of the present application determines at least one education support item suitable for the target object according to the education support information and the education support item recommendation model, so as to improve the accuracy and efficiency of the education support item recommendation.

In a possible example, the aforementioned artificial intelligence-based recommendation device 400 further includes:

The second display unit 404 is configured to display an education support project recommendation interface on the touch screen when a first touch operation for the support education project recommendation application is detected;

The detection unit 405 is configured to detect whether there is a touch operation for the education support information input option, the support education information input option is on the support education item recommendation interface;

The third display unit 406 is configured to display a teaching support information input interface on the touch screen if it is detected that there is a second touch operation for the teaching support information input option.

In a possible example, in terms of obtaining the teaching support information of the target object, the above-mentioned obtaining unit 401 is specifically configured to:

Detecting whether there is a touch operation for the teaching support information input interface, the teaching support information input interface includes a teaching support time input box, a teaching support location input box, a teaching volunteer age input box, a teaching volunteer education input box, a teaching volunteer occupation Input box, input box of working years of teaching volunteers and input box of hobbies of teaching volunteers;

If a third touch operation on the teaching support information input interface is detected, the teaching support information of the target object corresponding to the third touch operation is obtained, and the teaching support information includes target teaching support time and target teaching support location , the age of the target teaching volunteers, the education background of the target teaching volunteers, the occupation of the target teaching volunteers, the working years of the target teaching volunteers and the hobbies of the target teaching volunteers.

In a possible example, the teaching support project recommendation model includes M1 teaching support projects, and each of the M1 teaching support projects includes teaching support time requirements, teaching support location requirements, age requirements for teaching volunteers, educational background requirements for teaching volunteers, Volunteer occupational requirements, teaching volunteer working years requirements and teaching volunteer hobbies requirements, the M1 is greater than the N, input the teaching support information into the teaching support project recommendation model for processing, and output the N targets corresponding to the teaching support information In terms of teaching support projects, the above recommendation unit 402 is specifically used for:

inputting the education support information into the education support project recommendation model;

Select M2 teaching support projects that meet the requirements of teaching support time from the M1 teaching support projects according to the target teaching support time;

According to the target teaching support site, select M3 teaching support projects that meet the requirements of the teaching support site from the M2 teaching support projects;

According to the age of the target teaching volunteers, select M4 teaching projects that meet the age requirements of the teaching volunteers from the M3 teaching projects;

According to the academic qualifications of the target teaching volunteers, select M5 teaching projects that meet the academic requirements of the teaching volunteers from the M4 teaching projects;

According to the target teaching volunteer occupation, select M6 teaching support projects that meet the professional requirements of teaching volunteers from the M5 teaching support projects;

According to the working years of the target teaching volunteers, select M7 teaching projects that meet the requirements of the working years of the teaching volunteers from the M6 teaching projects;

According to the hobby of the teaching volunteers of the target, select M8 teaching projects that meet the hobby requirements of the teaching volunteers from the M7 teaching projects;

The M8 teaching support projects are determined as the N target teaching support projects.

In a possible example, the teaching support project recommendation model includes P1 teaching support projects, and each of the P1 teaching support projects includes teaching support time requirements, teaching support location requirements, teaching volunteer age requirements, teaching volunteer education requirements, teaching support Volunteer occupation requirements, teaching volunteer working years requirements and teaching volunteer hobbies requirements, the P1 is greater than the N, after the teaching support information is input into the teaching support project recommendation model for processing, the N goals corresponding to the teaching support information are output In terms of teaching support projects, the above recommendation unit 402 is specifically used for:

inputting the education support information into the education support project recommendation model;

Determining the matching degree corresponding to each of the P1 teaching support items according to the teaching support information, and obtaining P1 matching degrees;

Select P2 matching degrees from the P1 matching degrees, each of the P2 matching degrees is greater than or equal to a preset matching degree, and the P2 is greater than or equal to 1 and less than or equal to the P1 integer;

The P2 teaching support projects corresponding to the P2 matching degrees are determined as the N target teaching supporting projects, and the P2 teaching supporting projects are in one-to-one correspondence with the P2 matching degrees.

In a possible example, in terms of determining the matching degree corresponding to each of the P1 teaching support items according to the teaching support information and obtaining the P1 matching degrees, the recommendation unit 402 is specifically configured to:

Determine the first score corresponding to A according to the target teaching support time and the teaching support time requirements included in the teaching support project A;

determining the second score corresponding to A according to the target teaching support site and the teaching support site requirements included in A;

Determine the third score corresponding to A according to the age of the target teaching volunteers and the age requirements of the teaching volunteers included in A;

Determine the fourth score corresponding to A according to the educational background of the target teaching volunteers and the academic requirements of the teaching volunteers included in A;

Determine the fifth score corresponding to A according to the target teaching volunteer occupation and the teaching volunteer occupation requirements included in A;

Determine the sixth score corresponding to A according to the working years of the target teaching volunteers and the working years of the teaching volunteers included in the A;

Determine the seventh score corresponding to A according to the target teaching volunteer hobbies and the teaching volunteer hobbies included in A;

According to the matching degree corresponding to the first score, the second score, the third score, the fourth score, the fifth score, the sixth score, the seventh score and the A The formula determines the matching degree corresponding to the A;

Perform the same operation on the (P1-1) teaching support items other than the A in the P1 teaching support items, and obtain the (P1-1) matching degrees corresponding to the (P1-1) teaching support items, Said A is any one of said P1 supporting education projects;

The matching degrees corresponding to the A and the (P1-1) matching degrees are determined as the P1 matching degrees.

In a possible example, in terms of displaying the N target teaching support items on the touch screen, the above-mentioned first display unit 403 is specifically used for:

The N target teaching support items and N matching degrees are displayed on the touch screen, and the N matching degrees are in one-to-one correspondence with the N target teaching support items.

Consistent with the embodiment shown in FIG. 2A and FIG. 3 above, please refer to FIG. 5. FIG. 5 is a schematic structural diagram of an electronic device provided by an embodiment of the present application. The electronic device 500 includes a touch display screen. The electronic device 500 also includes a processor, a memory, a communication interface, and one or more programs. The one or more programs are stored in the memory and are configured to be executed by the processor. The program includes instructions for performing the following steps:

Obtain the support education information of the target object;

Input the education support information into the education support project recommendation model for processing, and output N target education support projects corresponding to the education support information, and the education support project recommendation model is used to recommend at least one education support project suitable for the target object, and the N is an integer greater than or equal to 1;

Displaying the N target teaching support items on the touch screen.

It can be seen that in the embodiment of the present application, the electronic device inputs the teaching support information of the target object into the teaching support item recommendation model for processing, outputs N target teaching support items corresponding to the teaching support information, and displays the N target teaching support items on the touch screen . Compared with recommending education support items manually, the embodiment of the present application determines at least one education support item suitable for the target object according to the education support information and the education support item recommendation model, so as to improve the accuracy and efficiency of the education support item recommendation.

In a possible example, before acquiring the teaching support information of the target object, the above program further includes an instruction for performing the following steps:

When the first touch operation for the recommended application of the teaching support project is detected, the teaching support project recommendation interface is displayed on the touch screen;

Detecting whether there is a touch operation for the education support information input option, the support education information input option is on the support education project recommendation interface;

If it is detected that there is a second touch operation for the input option of the teaching support information, the teaching support information input interface is displayed on the touch screen.

In a possible example, in terms of acquiring the teaching support information of the target object, the above program includes instructions specifically for performing the following steps:

Detecting whether there is a touch operation for the teaching support information input interface, the teaching support information input interface includes a teaching support time input box, a teaching support location input box, a teaching volunteer age input box, a teaching volunteer education input box, a teaching volunteer occupation Input box, input box of working years of teaching volunteers and input box of hobbies of teaching volunteers;

If a third touch operation on the teaching support information input interface is detected, the teaching support information of the target object corresponding to the third touch operation is obtained, and the teaching support information includes target teaching support time and target teaching support location , the age of the target teaching volunteers, the education background of the target teaching volunteers, the occupation of the target teaching volunteers, the working years of the target teaching volunteers and the hobbies of the target teaching volunteers.

In one possible example, the teaching support project recommendation model includes

M1 teaching support projects, each of the M1 teaching support projects includes teaching time requirements, teaching location requirements, teaching volunteer age requirements, teaching volunteer education requirements, teaching volunteer occupation requirements, teaching volunteer working years requirements and Volunteers’ hobbies require that the M1 is greater than the N. In terms of inputting the teaching support information into the teaching support project recommendation model for processing, and outputting the N target teaching support projects corresponding to the teaching support information, the above-mentioned program includes specifically performing the following Step by step instruction:

inputting the education support information into the education support project recommendation model;

Select M2 teaching support projects that meet the requirements of teaching support time from the M1 teaching support projects according to the target teaching support time;

According to the target teaching support site, select M3 teaching support projects that meet the requirements of the teaching support site from the M2 teaching support projects;

According to the age of the target teaching volunteers, select M4 teaching projects that meet the age requirements of the teaching volunteers from the M3 teaching projects;

According to the academic qualifications of the target teaching volunteers, select M5 teaching projects that meet the academic requirements of the teaching volunteers from the M4 teaching projects;

According to the target teaching volunteer occupation, select M6 teaching support projects that meet the professional requirements of teaching volunteers from the M5 teaching support projects;

According to the working years of the target teaching volunteers, select M7 teaching projects that meet the requirements of the working years of the teaching volunteers from the M6 teaching projects;

According to the hobby of the teaching volunteers of the target, select M8 teaching projects that meet the hobby requirements of the teaching volunteers from the M7 teaching projects;

The M8 teaching support projects are determined as the N target teaching support projects.

In a possible example, the teaching support project recommendation model includes P1 teaching support projects, and each of the P1 teaching support projects includes teaching support time requirements, teaching support location requirements, teaching volunteer age requirements, teaching volunteer education requirements, teaching support Volunteer occupation requirements, teaching volunteer working years requirements and teaching volunteer hobbies requirements, the P1 is greater than the N, after the teaching support information is input into the teaching support project recommendation model for processing, the N goals corresponding to the teaching support information are output With regard to educational support programs, the above procedures include specific instructions for performing the following steps:

inputting the education support information into the education support project recommendation model;

Determining the matching degree corresponding to each of the P1 teaching support items according to the teaching support information, and obtaining P1 matching degrees;

Select P2 matching degrees from the P1 matching degrees, each of the P2 matching degrees is greater than or equal to a preset matching degree, and the P2 is greater than or equal to 1 and less than or equal to the P1 integer;

The P2 teaching support projects corresponding to the P2 matching degrees are determined as the N target teaching supporting projects, and the P2 teaching supporting projects are in one-to-one correspondence with the P2 matching degrees.

In a possible example, in terms of determining the matching degree corresponding to each of the P1 teaching support items according to the teaching support information, and obtaining the P1 matching degrees, the above program includes instructions specifically for performing the following steps:

Determine the first score corresponding to A according to the target teaching support time and the teaching support time requirements included in the teaching support project A;

determining the second score corresponding to A according to the target teaching support site and the teaching support site requirements included in A;

Determine the third score corresponding to A according to the age of the target teaching volunteers and the age requirements of the teaching volunteers included in A;

Determine the fourth score corresponding to A according to the educational background of the target teaching volunteers and the academic requirements of the teaching volunteers included in A;

Determine the fifth score corresponding to A according to the target teaching volunteer occupation and the teaching volunteer occupation requirements included in A;

Determine the sixth score corresponding to A according to the working years of the target teaching volunteers and the working years of the teaching volunteers included in the A;

Determine the seventh score corresponding to A according to the target teaching volunteer hobbies and the teaching volunteer hobbies included in A;

According to the matching degree corresponding to the first score, the second score, the third score, the fourth score, the fifth score, the sixth score, the seventh score and the A The formula determines the matching degree corresponding to the A;

Perform the same operation on the (P1-1) teaching support items other than the A in the P1 teaching support items, and obtain the (P1-1) matching degrees corresponding to the (P1-1) teaching support items, Said A is any one of said P1 supporting education projects;

The matching degrees corresponding to the A and the (P1-1) matching degrees are determined as the P1 matching degrees.

In a possible example, in terms of displaying the N target teaching support items on the touch screen, the above program includes instructions specifically for performing the following steps:

The N target teaching support items and N matching degrees are displayed on the touch screen, and the N matching degrees are in one-to-one correspondence with the N target teaching support items.

The embodiment of the present application also provides a computer storage medium, the computer storage medium is used to store a computer program, and the above computer program is executed by a processor to implement some or all of the steps of any method described in the above method embodiments, the above Computers include electronic devices.

An embodiment of the present application also provides a computer program product, the computer program product includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to enable the computer to execute any one of the methods described in the above method embodiments. Some or all steps of the method. The computer program product may be a software installation package, and the computer includes electronic equipment.

It should be noted that for the foregoing method embodiments, for the sake of simple description, they are expressed as a series of action combinations, but those skilled in the art should know that the present application is not limited by the described action sequence. Depending on the application, certain steps may be performed in other orders or simultaneously. Secondly, those skilled in the art should also know that the embodiments described in the specification belong to preferred embodiments, and the actions and modules involved are not necessarily required by this application.

In the foregoing embodiments, the descriptions of each embodiment have their own emphases, and for parts not described in detail in a certain embodiment, reference may be made to relevant descriptions of other embodiments.

In the several embodiments provided in this application, it should be understood that the disclosed device can be implemented in other ways. For example, the device embodiments described above are only illustrative. For example, the division of the above units is only a logical function division. In actual implementation, there may be other division methods, for example, multiple units or components can be combined or integrated. to another system, or some features may be ignored, or not implemented. In another point, the mutual coupling or direct coupling or communication connection shown or discussed may be through some interfaces, and the indirect coupling or communication connection of devices or units may be in electrical or other forms.

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

In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, each unit may exist separately physically, or two or more units may be integrated into one unit. The above-mentioned integrated units can be implemented in the form of hardware or in the form of software functional units.

If the above-mentioned integrated units are realized in the form of software function units and sold or used as independent products, they can be stored in a computer-readable memory. Based on this understanding, the technical solution of the present application is essentially or part of the contribution to the prior art, or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a memory. Several instructions are included to make a computer device (which may be a personal computer, server or network device, etc.) execute all or part of the steps of the above-mentioned methods in various embodiments of the present application. The aforementioned memory includes: U disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), mobile hard disk, magnetic disk or optical disk and other media that can store program codes.

Those of ordinary skill in the art can understand that all or part of the steps in the various methods of the above-mentioned embodiments can be completed by instructing related hardware through a program, and the program can be stored in a computer-readable memory, and the memory can include: a flash disk , Read-only memory (English: Read-Only Memory, abbreviated: ROM), random access device (English: Random Access Memory, abbreviated: RAM), magnetic disk or optical disk, etc.

The embodiments of the present application have been introduced in detail above, and specific examples have been used in this paper to illustrate the principles and implementation methods of the present application. The descriptions of the above embodiments are only used to help understand the methods and core ideas of the present application; meanwhile, for Those skilled in the art will have changes in specific implementation methods and application ranges based on the ideas of the present application. In summary, the contents of this specification should not be construed as limiting the present application.

Claims (10)

1. a kind of recommended method based on artificial intelligence, which is characterized in that applied to the electronic equipment including touching display screen, institute The method of stating includes:

Obtain the assistance to improve schooling in backward areas information of target object；

The assistance to improve schooling in backward areas information input assistance to improve schooling in backward areas project recommendation model is handled, the corresponding N number of target of the assistance to improve schooling in backward areas information is exported Assistance to improve schooling in backward areas project, the assistance to improve schooling in backward areas project recommendation model are used to recommend to be suitble at least one assistance to improve schooling in backward areas project of the target object, the N For the integer more than or equal to 1；

N number of target assistance to improve schooling in backward areas project is shown on the touching display screen.

2. the method according to claim 1, wherein it is described obtain target object assistance to improve schooling in backward areas information before, it is described Method further include:

When detecting the first touch control operation for assistance to improve schooling in backward areas project recommendation application, assistance to improve schooling in backward areas item is shown on the touching display screen Mesh recommends interface；

Detect whether the touch control operation for having for assistance to improve schooling in backward areas information input option, the assistance to improve schooling in backward areas information input option is in the assistance to improve schooling in backward areas On project recommendation interface；

If detecting the presence of the second touch control operation for the assistance to improve schooling in backward areas information input option, shown on the touching display screen Show assistance to improve schooling in backward areas information input interface.

3. according to the method described in claim 2, it is characterized in that, the assistance to improve schooling in backward areas information for obtaining target object, comprising:

Detect whether that the touch control operation for having for the assistance to improve schooling in backward areas information input interface, the assistance to improve schooling in backward areas information input interface include branch Teach time input frame, assistance to improve schooling in backward areas place input frame, assistance to improve schooling in backward areas volunteer's age input frame, assistance to improve schooling in backward areas volunteer's educational background input frame, assistance to improve schooling in backward areas will Hope person's occupation input frame, assistance to improve schooling in backward areas volunteers working time limit input frame and assistance to improve schooling in backward areas volunteer like input frame；

If detecting the third touch control operation for the assistance to improve schooling in backward areas information input interface, it is corresponding to obtain the third touch control operation The target object the assistance to improve schooling in backward areas information, the assistance to improve schooling in backward areas information includes target assistance to improve schooling in backward areas time, target assistance to improve schooling in backward areas place, target branch Teach volunteer's age, target assistance to improve schooling in backward areas volunteer educational background, target assistance to improve schooling in backward areas volunteer occupation, the target assistance to improve schooling in backward areas volunteers working time limit and mesh Mark assistance to improve schooling in backward areas volunteer hobby.

4. according to the method described in claim 3, it is characterized in that, the assistance to improve schooling in backward areas project recommendation model includes M1 assistance to improve schooling in backward areas item Mesh, each of described M1 assistance to improve schooling in backward areas project includes assistance to improve schooling in backward areas time requirement, assistance to improve schooling in backward areas place requires, assistance to improve schooling in backward areas volunteer wants at the age It asks, assistance to improve schooling in backward areas volunteer educational requirement, assistance to improve schooling in backward areas volunteer Professional Demand, assistance to improve schooling in backward areas volunteers working time limit requirement and assistance to improve schooling in backward areas volunteer love Good to require, the M1 is greater than the N, described to handle the assistance to improve schooling in backward areas information input assistance to improve schooling in backward areas project recommendation model, exports institute State the corresponding N number of target assistance to improve schooling in backward areas project of assistance to improve schooling in backward areas information, comprising:

By assistance to improve schooling in backward areas project recommendation model described in the assistance to improve schooling in backward areas information input；

M2 assistance to improve schooling in backward areas for meeting assistance to improve schooling in backward areas time requirement is selected from the M1 assistance to improve schooling in backward areas project according to the target assistance to improve schooling in backward areas time Project；

M3 assistance to improve schooling in backward areas for meeting the requirement of assistance to improve schooling in backward areas place is selected from the M2 assistance to improve schooling in backward areas project according to target assistance to improve schooling in backward areas place Project；

It is selected from the M3 assistance to improve schooling in backward areas project according to target assistance to improve schooling in backward areas volunteer's age and meets assistance to improve schooling in backward areas volunteer and want at the age The M4 assistance to improve schooling in backward areas project asked；

It is selected from the M4 assistance to improve schooling in backward areas project according to the target assistance to improve schooling in backward areas volunteer educational background and meets assistance to improve schooling in backward areas volunteer's educational background and want The M5 assistance to improve schooling in backward areas project asked；

It is selected from the M5 assistance to improve schooling in backward areas project according to the target assistance to improve schooling in backward areas volunteer occupation and meets assistance to improve schooling in backward areas volunteer's occupation and want The M6 assistance to improve schooling in backward areas project asked；

It is selected from the M6 assistance to improve schooling in backward areas project according to the target assistance to improve schooling in backward areas volunteers working time limit and meets assistance to improve schooling in backward areas volunteer's work Make M7 assistance to improve schooling in backward areas project of time limit requirement；

It is selected from the M7 assistance to improve schooling in backward areas project to meet assistance to improve schooling in backward areas volunteer and like according to target assistance to improve schooling in backward areas volunteer hobby and be wanted The M8 assistance to improve schooling in backward areas project asked；

The M8 assistance to improve schooling in backward areas project is determined as N number of target assistance to improve schooling in backward areas project.

5. according to the method described in claim 4, it is characterized in that, the assistance to improve schooling in backward areas project recommendation model includes P1 assistance to improve schooling in backward areas item Mesh, each of described P1 assistance to improve schooling in backward areas project includes assistance to improve schooling in backward areas time requirement, assistance to improve schooling in backward areas place requires, assistance to improve schooling in backward areas volunteer wants at the age It asks, assistance to improve schooling in backward areas volunteer educational requirement, assistance to improve schooling in backward areas volunteer Professional Demand, assistance to improve schooling in backward areas volunteers working time limit requirement and assistance to improve schooling in backward areas volunteer love Good to require, the P1 is greater than the N, described to handle the assistance to improve schooling in backward areas information input assistance to improve schooling in backward areas project recommendation model, exports institute State the corresponding N number of target assistance to improve schooling in backward areas project of assistance to improve schooling in backward areas information, comprising:

By assistance to improve schooling in backward areas project recommendation model described in the assistance to improve schooling in backward areas information input；

The corresponding matching degree of each of the P1 assistance to improve schooling in backward areas project is determined according to the assistance to improve schooling in backward areas information, obtains P1 matching degree；

P2 matching degree is selected from the P1 matching degree, each of described P2 matching degree is all larger than or is equal to default Matching degree, the P2 are the integer more than or equal to 1 and less than or equal to the P1；

The corresponding P2 assistance to improve schooling in backward areas project of the P2 matching degree is determined as N number of target assistance to improve schooling in backward areas project, the P2 assistance to improve schooling in backward areas Project and the P2 matching degree correspond.

6. according to the method described in claim 5, it is characterized in that, described determine the P1 assistance to improve schooling in backward areas according to the assistance to improve schooling in backward areas information The corresponding matching degree of each of project, obtains P1 matching degree, comprising:

Corresponding first score of the A is determined according to the assistance to improve schooling in backward areas time requirement that the target assistance to improve schooling in backward areas time and assistance to improve schooling in backward areas project A include；

It is required to determine corresponding second score of the A according to the assistance to improve schooling in backward areas place that target assistance to improve schooling in backward areas place and the A include；

The assistance to improve schooling in backward areas volunteer's age requirement for including according to target assistance to improve schooling in backward areas volunteer's age and the A determines that the A is corresponding Third score；

The assistance to improve schooling in backward areas volunteer's educational requirement for including according to the target assistance to improve schooling in backward areas volunteer educational background and the A determines that the A is corresponding 4th score；

The assistance to improve schooling in backward areas volunteer's Professional Demand for including according to the target assistance to improve schooling in backward areas volunteer occupation and the A determines that the A is corresponding 5th score；

According to the assistance to improve schooling in backward areas volunteers working time limit requirement determination that the target assistance to improve schooling in backward areas volunteers working time limit and the A include Corresponding 6th score of A；

Liked according to target assistance to improve schooling in backward areas volunteer hobby with the assistance to improve schooling in backward areas volunteer that the A includes and requires to determine that the A is corresponding 7th score；

According to first score, second score, the third score, the 4th score, the 5th score, described 6th score, the 7th score and the corresponding matching degree formula of the A determine the corresponding matching degree of the A；

To the identical operation of (P1-1) a assistance to improve schooling in backward areas project implementation in the P1 assistance to improve schooling in backward areas project in addition to the A, obtain described (P1-1) corresponding (P1-1) a matching degree of a assistance to improve schooling in backward areas project, the A are any one in the P1 assistance to improve schooling in backward areas project；

The corresponding matching degree of the A and (P1-1) a matching degree are determined as the P1 matching degree.

7. method according to claim 5 or 6, which is characterized in that it is described shown on the touching display screen it is described N number of Target assistance to improve schooling in backward areas project, comprising:

N number of target assistance to improve schooling in backward areas project and N number of matching degree, N number of matching degree and the N are shown on the touching display screen A target assistance to improve schooling in backward areas project corresponds.

8. a kind of recommendation apparatus based on artificial intelligence, which is characterized in that applied to the electronic equipment including touching display screen, institute Stating device includes:

Acquiring unit, for obtaining the assistance to improve schooling in backward areas information of target object；

Recommendation unit exports the assistance to improve schooling in backward areas information for handling the assistance to improve schooling in backward areas information input assistance to improve schooling in backward areas project recommendation model Corresponding N number of target assistance to improve schooling in backward areas project, the assistance to improve schooling in backward areas project recommendation model are used to recommend to be suitble at least one of the target object Assistance to improve schooling in backward areas project, the N are the integer more than or equal to 1；

First display unit, for showing N number of target assistance to improve schooling in backward areas project on the touching display screen.

9. a kind of electronic equipment, which is characterized in that the electronic equipment includes touching display screen, and the electronic equipment further includes place It manages device, memory, communication interface and one or more programs, one or more of programs and is stored in the memory In, and be configured to be executed by the processor, described program includes for executing such as the described in any item sides of claim 1-7 The instruction of step some or all of in method.

10. a kind of computer readable storage medium, which is characterized in that the computer readable storage medium is for storing computer Program, the computer program are executed by processor, to realize the method according to claim 1 to 7.