CN105989103A - Application program recommendation method and terminal - Google Patents

Abstract

The embodiment of the invention discloses an application program recommendation method and a terminal. Wherein, the method comprises the following steps: calculating the use frequency of the application program currently started by the terminal within preset time; judging whether the use frequency is smaller than a first preset threshold value or not; and when the use frequency is smaller than the first preset threshold, recommending at least one target application program which is related to the application program and has a favorable evaluation value in the user interaction area larger than or equal to a second preset threshold to the user. The embodiment of the invention can improve the use frequency of the application program.

Description

Application program recommendation method and terminal

technical field

The present invention relates to the field of communication technologies, in particular to an application program recommendation method and a terminal.

Background technique

With the rapid development of mobile terminal intelligence, applications with various functions are becoming more and more diversified, and users are more and more inclined to install different applications on mobile terminals to assist in business, entertainment, life, etc. kind of activity. It has been found in practice that users usually download application programs according to classification and ranking. This ranking is mainly based on the classification and ranking of software downloads in the entire software store to recommend applications with higher download rates to users. Sometimes this happens, after the user downloads the application according to the ranking, and finds that the application experience is poor, the user will rarely use the application or uninstall the application.

Contents of the invention

Embodiments of the present invention provide an application program recommendation method and a terminal, which can increase the usage frequency of application programs.

The first aspect of the embodiments of the present invention provides an application recommendation method, including:

Calculate the frequency of use of the application program currently opened by the terminal;

judging whether the frequency of use is less than a first preset threshold;

When the frequency of use is less than the first preset threshold, recommending to the user at least one target application program in the user communication area that has a positive rating greater than or equal to a second preset threshold and is related to the application program.

In the first possible implementation manner of the first aspect, after the step of judging that the frequency of use is less than the first preset threshold, and in the step of recommending to the user that the favorable value in the user exchange area is greater than or equal to the second preset threshold and Prior to at least one target application associated with the application, the method further includes:

Searching for comment information of at least one target application program related to the application program in the user communication area;

Acquiring the praise value of the target application program from the comment information;

judging whether the praise value of the target application is greater than or equal to the second preset threshold;

When the praise value of the target application is greater than or equal to the second preset threshold, execute the recommending to the user that the praise value in the user communication area is greater than or equal to the second preset threshold and related to the application. At least one step of the target application.

With reference to the first possible implementation of the first aspect, in the second possible implementation of the first aspect, after the step of judging that the praise value of the target application is greater than or equal to a second preset threshold, and after Before the step of recommending to the user at least one target application program in the user communication area whose positive rating is greater than or equal to the second preset threshold and related to the application program, the method further includes:

output a first dialog box, the first dialog box includes first prompt information, and the first prompt information is used to prompt the user whether to check the application program whose praise value is greater than or equal to the second preset threshold and related to the application program ;

Detecting whether a confirmation instruction input by the user for the first prompt information is received within a preset time;

When the confirmation instruction input by the user for the first prompt information is detected within the preset time, execute the recommending to the user that the favorable value in the user communication area is greater than or equal to the second preset threshold and related to the application At least one step of the target application.

With reference to the first aspect, in a third possible implementation of the first aspect, in the step of recommending to the user at least one target application in the user communication area that has a positive rating greater than or equal to a second preset threshold and is related to the application After the procedure, the method also includes:

When receiving a download instruction input by the user for the target application program, the user's level is increased.

With reference to the first aspect, in a fourth possible implementation of the first aspect, in the step of recommending to the user at least one target application with a positive rating greater than or equal to the second preset threshold and related to the application in the user communication area After the procedure, the method also includes:

output a second dialog box, the second dialog box includes second prompt information and an information input port, wherein the second prompt information is used to prompt the user to input experience information related to the currently opened application program, the The information input port is used to receive the experience information input by the user;

The experience information input by the user for the information input port is received, and the experience information is transmitted to the server, wherein the experience information is used to feed back the user's improvement opinion on the currently opened application program.

The second aspect of the embodiment of the present invention provides a terminal, including:

A calculation module, configured to calculate the frequency of use of the application program currently opened by the terminal;

A judging module, configured to judge whether the frequency of use is less than a first preset threshold;

A recommendation module, configured to recommend to the user at least one target application program in the user communication area that has a positive rating greater than or equal to a second preset threshold value and is related to the application program when the frequency of use is less than the first preset threshold value .

In a first possible implementation manner of the second aspect, the terminal further includes:

The search module is configured to, after the judging module judges that the frequency of use is less than a first preset threshold, and the recommendation module recommends to the user that the praise value in the user communication area is greater than or equal to a second preset threshold and is compatible with the application Before at least one target application program related to the program, search for comment information of at least one target application program related to the application program in the user communication area;

An acquisition module, configured to acquire the praise value of the target application from the comment information;

The judging module is also used to judge whether the praise value of the target application is greater than or equal to the second preset threshold;

The recommendation module is further configured to recommend to the user that the favorable value of the target application in the user communication area is greater than or equal to the second preset threshold when the judging module judges that the favorable value of the target application program is greater than or equal to the second preset threshold threshold and at least one target application associated with the application.

With reference to the first possible implementation manner of the second aspect, in a second possible implementation manner of the second aspect, the terminal further includes:

An output module, configured to recommend to the user that the favorable value of the target application in the user communication area is greater than or equal to the second preset threshold after the judging module judges that the favorable value of the target application program is greater than or equal to a second preset threshold Before the threshold and at least one target application program related to the application program, a first dialog box is output, and the first dialog box includes a first prompt message, and the first prompt message is used to prompt the user whether to view a favorable value greater than or an application program that is equal to a second predetermined threshold and is related to the application program;

A detection module, configured to detect whether a confirmation instruction input by the user for the first prompt information is received within a preset time;

The recommendation module is further configured to recommend to the user that the favorable value in the user exchange area is greater than or equal to the second preset value when the detection module detects that a confirmation instruction input by the user for the first prompt information is received within a preset time. At least one target application that is thresholded and related to said application

With reference to the second aspect, in a third possible implementation manner of the second aspect, the terminal further includes:

The promotion module is configured to, after the recommendation module recommends to the user at least one target application program with a praise value greater than or equal to a second preset threshold and related to the application program in the user communication area, when receiving the user's recommendation for the target application program. When the download command is entered by the application, the user's level is increased.

With reference to the second aspect, in a fourth possible implementation manner of the second aspect, the output module is further configured to recommend the recommendation module to the user in the user communication area with a positive rating greater than or equal to a second preset threshold and After at least one target application program related to the application program, a second dialog box is output, and the second dialog box includes a second prompt message and an information input port, wherein the second prompt message is used to prompt the user to input the The experience information related to the currently opened application program, the information input port is used to receive the experience information input by the user;

The terminal also includes:

A receiving module, configured to receive the experience information input by the user for the information input port, and transmit the experience information to the server, wherein the experience information is used to feed back the user's experience with respect to the currently opened application program Suggestions for improvement.

Compared with the prior art, an application recommendation method and a terminal provided by the embodiments of the present invention calculate the frequency of use of the application currently opened by the terminal, and recommend the user to the user when the frequency of use is judged to be less than a first preset threshold. At least one target application program related to the application program with a positive rating greater than or equal to the second preset threshold in the communication area. In the embodiment of the present invention, when the frequency of use of the application program currently opened by the terminal is relatively low, the terminal can search for a target application program that is highly praised and related to the currently open application program from the user communication area, and put the target application program that is highly praised The program is recommended to the user. It can be seen that this recommendation method can increase the frequency of use of the application program.

Description of drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings that need to be used in the description of the embodiments will be briefly introduced below. Obviously, the drawings in the following description are only some embodiments of the present invention. For those skilled in the art, other drawings can also be obtained based on these drawings without creative effort.

FIG. 1 is a schematic flowchart of a method for recommending an application disclosed in an embodiment of the present invention;

FIG. 2 is a schematic flowchart of another application recommendation method disclosed in an embodiment of the present invention;

FIG. 3 is a schematic structural diagram of a terminal disclosed in an embodiment of the present invention;

FIG. 4 is a schematic structural diagram of another terminal disclosed in an embodiment of the present invention;

Fig. 5 is a schematic structural diagram of another terminal disclosed by an embodiment of the present invention.

detailed description

The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

The embodiment of the present invention discloses an application program recommendation method and a terminal, which can increase the use frequency of application programs. Each will be described in detail below.

In the embodiment of the present invention, the terminal may include any device that can use the network to recommend and download application programs; in addition, the terminal may also include smart devices, such as smart phones, tablet computers, personal computers (Personal Computer, PC), notebook computers, etc. smart device. Wherein, the application program may include installation application programs (such as various APPs), themes, ringtones, wallpapers, web pages, evaluations, activities, special topics, classifications, user product advertisements, etc., which are not limited in the embodiment of the present invention.

Please refer to FIG. 1 . FIG. 1 is a schematic flowchart of a method for recommending an application program disclosed in an embodiment of the present invention. As shown in Figure 1, the method may include the following steps:

S101. Calculate the frequency of use of the application program currently opened by the terminal within a preset time.

In the embodiment of the present invention, the above-mentioned preset time may be the default time when the terminal system leaves the factory, or it may be the preset time set in advance by the user, which is not limited in the embodiment of the present invention, wherein the preset time is based on the current date.

Specifically, the terminal may first acquire the usage times of the currently opened application program within a preset time, and further calculate the usage frequency of the application program in the terminal according to the usage times of the application program within the preset time period. For example, assuming that the preset time is 5 days, the current date is March 17, and the number of times the user uses the application in the 5 days from March 12 to March 17 according to terminal statistics is 20 times, then it can be calculated It was found that the app was used 4 times/day during these 5 days.

S102. Determine whether the frequency of use is less than a first preset threshold, if yes, perform step S103, if not, end this process.

In the embodiment of the present invention, after the terminal calculates the use frequency of the application program currently opened by the terminal within the preset time in step S101, the terminal can judge whether the use frequency of the application program is less than the preset threshold value, if the judgment result is less than, Indicates that the user has rarely used the application for a preset period of time, possibly due to a poor user experience with the application. Wherein, the first preset threshold may be a default threshold when the terminal system leaves the factory, or may be a preset threshold set by a user in advance, which is not limited in this embodiment of the present invention.

S103. Recommending to the user at least one target application program in the user communication area that has a positive rating greater than or equal to a second preset threshold and is related to the application program.

In the embodiment of the present invention, when it is judged in step S102 that the usage frequency of the currently opened application program is less than the first preset threshold, it indicates that the user rarely uses the application program within the preset time, and at this time the terminal can search for application programs related to the application program, and further filter the searched application programs to select at least one target application program whose praise value is greater than or equal to the second preset threshold. Among them, the praise value can be obtained through user scoring, and the scoring form can be a specific value, such as: 1 point, 3 points, 5 points, etc., or the number of icons, such as: a star icon, two The star icon, five star icons, etc. are not limited in this embodiment of the present invention.

It should be noted that the user communication area is a user communication module in the application market client installed on the terminal. In the application market client, users can download different types of applications according to their needs, such as: game applications, music Video applications, office software applications, social applications, transportation applications, financial management applications, news applications, medical and health applications, convenient life applications, and call and communication applications Programs, etc., are not limited in the embodiments of the present invention. In the user communication module in the application market client, the user can comment on the application program downloaded by himself, for example: scoring or inputting experience information.

In the embodiment described in FIG. 1, by calculating the usage frequency of the application currently opened by the terminal, when it is judged that the usage frequency is less than the first preset threshold, recommending to the user that the favorable value in the user communication area is greater than or equal to the second preset Threshold and at least one target application associated with the application. In the embodiment of the present invention, when the frequency of use of the application program currently opened by the terminal is relatively low, the terminal can search for a target application program that is highly praised and related to the currently open application program from the user communication area, and put the target application program that is highly praised The program is recommended to the user. It can be seen that this recommendation method can increase the frequency of use of the application program.

Please refer to FIG. 2 . FIG. 2 is a schematic flowchart of another method for recommending an application program disclosed in an embodiment of the present invention. As shown in Figure 2, the method may include the following steps:

S201. Calculate the frequency of use of the application program currently opened by the terminal within a preset time.

In the embodiment of the present invention, the above-mentioned preset time may be the default time when the terminal system leaves the factory, or it may be the preset time set in advance by the user, which is not limited in the embodiment of the present invention, wherein the preset time is based on the current date.

Specifically, the terminal may first acquire the usage times of the currently opened application program within a preset time, and further calculate the usage frequency of the application program in the terminal according to the usage times of the application program within the preset time period. For example, assuming that the preset time is 5 days, the current date is March 17, and the number of times the user uses the application in the 5 days from March 12 to March 17 according to terminal statistics is 20 times, then it can be calculated It was found that the app was used 4 times/day during these 5 days.

S202. Determine whether the frequency of use is less than the first preset threshold, if yes, perform step S203, if not, end the procedure.

In the embodiment of the present invention, after the terminal calculates the use frequency of the application program currently opened by the terminal within the preset time in step S201, the terminal can judge whether the use frequency of the application program is less than the preset threshold value, if the judgment result is less than, Indicates that the user has rarely used the application for a preset period of time, possibly due to a poor user experience with the application. Wherein, the first preset threshold may be a default threshold when the terminal system leaves the factory, or may be a preset threshold set by a user in advance, which is not limited in this embodiment of the present invention.

S203. Search for comment information of at least one target application program related to the application program in the user communication area.

In the embodiment of the present invention, in the application market client installed on the terminal, the user can download different types of application programs according to needs, such as: game application programs, music video application programs, office software application programs, social application programs, The embodiments of the present invention do not limit traffic and travel application programs, financial management application programs, news information application programs, medical and health application programs, convenient life application programs, and call communication application programs. In the user communication area in the application market client, users can comment on the applications they have downloaded.

In the embodiment of the present invention, after the terminal determines in step S202 that the frequency of use of the currently opened application is less than the first preset threshold, the terminal can search for at least one application related to the application in the user communication area of the application market installed on the terminal. The comment information of the target application, the comment information is the experience information of the application downloaded by the user. The experience information can include input text information, such as: "experience is good", "experience is poor", etc., and can also include numerical values Scoring, such as: 1 point, 3 points, 5 points, etc., may also include the number of icons, such as: one star icon, two star icons, five star icons, etc., which are not limited in the embodiment of the present invention.

S204. Obtain the praise value of the target application program from the review information.

In the embodiment of the present invention, the terminal counts the scoring values of all users on the target application program in the comment information, further calculates the average scoring value of the target application program, and uses the average scoring value as the favorable value of the target application program. For example, assuming that 20 users participated in the review, the user's ratings for the target application in the terminal statistical review information are 1 point, 1.5 points, 1.8 points, 2 points, 2.6 points, 3 points, 3.6 points, 3.8 points points, 4 points, 4.4 points, 4.5 points, 4.6 points, 4.8 points, 4.9 points, 5 points, 5 points, 5 points, 5 points, 5 points, 5 points, it can be calculated that the 20 users apply to the target The average scoring value of the program is 3.6 points, and the 3.6 points can be used as the favorable value of the target application program.

S205. Determine whether the positive rating of the target application is greater than or equal to the second preset threshold, if yes, perform step S206, if not, end the process.

In the embodiment of the present invention, the comment information searched by the terminal in step S203 includes comment information of all users. The information indicates that the user has a poor experience with the downloaded target application and the user does not like it. Therefore, the terminal needs to further screen, obtain the praise value of the target application program from these comment information, compare the praise value of the target application program with the second preset threshold, if the praise value of the target application program is greater than or equal to the second preset threshold If the threshold is higher, it means that most users have a better experience with the target application, and the target application can be recommended to end users. Wherein, the second preset threshold may be a default preset threshold of the terminal, or may be a preset threshold customized by a user, which is not limited in this embodiment of the present invention.

S206. Output the first dialog box.

In the embodiment of the present invention, the above-mentioned first dialog box includes first prompt information, and the first prompt information is used to prompt the user whether to check the application programs whose praise value is greater than or equal to the second preset threshold and which are related to the application programs.

In the embodiment of the present invention, the first dialog box output by the terminal is not output when the terminal is in any interface or at any time, but when the frequency of use of the application program currently opened by the terminal computing terminal is less than the first preset threshold and the user communicates with the user in the communication area. It is only output when the praise value of the target application related to the currently opened application is greater than or equal to the second preset threshold. At this time, the first dialog box is output to recommend related applications to the user, and the user will not feel disgusted and accept the recommendation. The possibility is great.

S207. Detect whether a confirmation instruction input by the user for the first prompt information is received within a preset time. If yes, perform step S208. If not, end the process.

In the embodiment of the present invention, the above-mentioned preset time may be a default time when the terminal system leaves the factory, or may be a preset time set in advance by the user, which is not limited in the embodiment of the present invention.

In the embodiment of the present invention, the above confirmation instruction may be triggered by the user clicking or double-clicking the virtual confirmation button in the first dialog box.

As an optional implementation manner, when it is detected that no confirmation instruction input by the user for the first prompt information is received within a preset time, the terminal may automatically close the dialog box, so as not to arouse the user's disgust.

As another optional implementation manner, when it is detected that no confirmation instruction input by the user for the prompt information is received within the preset time, the terminal may output the above-mentioned first dialog box again, and when the user cancels viewing the first dialog box When the number of times reaches a preset threshold (for example, 3 times), the terminal may no longer output the first dialog box to the user.

S208. Recommending to the user at least one target application program in the user communication area that has a positive rating greater than or equal to a second preset threshold and is related to the application program.

In the embodiment of the present invention, after it is detected in step S207 that the confirmation instruction input by the user for the first prompt information is received within the preset time, the terminal can recommend to the user that the favorable value in the user communication area is greater than or equal to the second preset threshold and At least one target application associated with the application.

S209. When receiving a download instruction input by the user for the target application program, upgrade the user's level.

In the embodiment of the present invention, the above-mentioned download instruction can be triggered by the user clicking or double-clicking the target application program icon or the virtual download button on the interface. The user’s level can be the user’s account level, and the user needs to register a Account, in this application market, users can increase the user's level by signing in or participating in activities or other methods. The user's level is different, and the user's permissions are also different.

In the embodiment of the present invention, after the user downloads the target application program according to the terminal's recommendation, the terminal can increase the user's level. In this way, the terminal can encourage more users to download the application program.

As an optional implementation, after the user downloads the target application program according to the terminal's recommendation, the terminal may also reward the user in other ways, such as presenting virtual currency or exchanging items.

S210. Output a second dialog box.

In the embodiment of the present invention, the second dialog box includes a second prompt message and an information input port, wherein the second prompt message is used to prompt the user to input experience information related to the currently opened application program, and the information input port is used to receive Experience information entered by the user.

S211. Receive the experience information input by the user through the information input port, and transmit the experience information to the server.

In the embodiment of the present invention, the experience information is used to feed back the user's suggestions for improvement of the currently opened application program.

In the embodiment of the present invention, when the terminal judges in step S202 that the frequency of use of the currently opened application is less than the first preset threshold, it indicates that the user's experience with the application is not good, and the terminal needs the user to input experience information about the application. In order to facilitate the provider of the application program to further improve the application program according to the experience information.

In the embodiment described in FIG. 2, by calculating the frequency of use of the application currently opened by the terminal, after judging that the frequency of use is less than the first preset threshold, the terminal searches for at least one target application related to the application from the user communication area Program comment information, and obtain the praise value of the target application program from the comment information, after judging that the praise value of the target application program is greater than or equal to the second preset threshold, further, the terminal detects that the user has targeted the second preset threshold within a preset time. When confirming the input of the first prompt message included in a dialog box, recommend to the user at least one target application program in the user communication area that has a positive rating greater than or equal to the second preset threshold and is related to the application program. Further, When receiving the user's download instruction for the target application program, upgrade the user's level, output the second dialog box and receive the experience information input by the user for the information input port, and transmit the experience information to the server. It can be seen that this method of recommending based on the user's consent can not only increase the frequency of use of the application program, but also obtain user feedback on the application program.

The following is the embodiment of the device of the present invention, which is used to execute the method realized by the method embodiment 1 to 2 of the present invention. For the convenience of description, only the parts related to the embodiment of the present invention are shown, and the specific technical details are not disclosed. , please refer to Embodiment 1 and Embodiment 2 of the present invention.

Please refer to FIG. 3. FIG. 3 is a schematic structural diagram of a terminal disclosed in an embodiment of the present invention. As shown in FIG. 3, the terminal 300 may include: a calculation module 301, a judgment module 302, and a recommendation module 303, wherein:

The calculation module 301 is configured to calculate the usage frequency of the application program currently opened by the terminal within a preset time.

In the embodiment of the present invention, the above-mentioned preset time may be the default time when the terminal system leaves the factory, or it may be the preset time set in advance by the user, which is not limited in the embodiment of the present invention, wherein the preset time is based on the current date.

Specifically, the terminal may first acquire the usage times of the currently opened application program within a preset time, and further calculate the usage frequency of the application program in the terminal according to the usage times of the application program within the preset time period. For example, assuming that the preset time is 5 days, the current date is March 17, and the number of times the user uses the application in the 5 days from March 12 to March 17 according to terminal statistics is 20 times, then it can be calculated It was found that the app was used 4 times/day during these 5 days.

A judging module 302, configured to judge whether the usage frequency is less than a first preset threshold.

In the embodiment of the present invention, after the calculating module 301 calculates the usage frequency of the application program currently opened by the terminal within the preset time, the judging module 302 can judge whether the usage frequency of the application program is less than the preset threshold, if the judging result is less than , indicating that the app was rarely used by the user within the preset time period, possibly due to a poor user experience with the app. Wherein, the first preset threshold may be a default threshold when the terminal system leaves the factory, or may be a preset threshold set by a user in advance, which is not limited in this embodiment of the present invention.

The recommending module 303 is configured to recommend to the user at least one target application program in the user communication area that has a positive rating greater than or equal to a second preset threshold and is related to the application when the frequency of use is less than the first preset threshold.

In the embodiment of the present invention, when the judging module 302 judges that the usage frequency of the currently opened application program is less than the first preset threshold, it indicates that the user seldom uses the application program within the preset time. At this time, the recommendation module 303 can recommend the application program to the user At least one target application program that is related to the application program and whose praise value is greater than or equal to the second preset threshold in the user communication area. Among them, the praise value can be obtained through user scoring, and the scoring form can be a specific value, such as: 1 point, 3 points, 5 points, etc., or the number of icons, such as: a star icon, two The star icon, five star icons, etc. are not limited in this embodiment of the present invention.

Please also refer to FIG. 4. FIG. 4 is a schematic structural diagram of another terminal disclosed in an embodiment of the present invention. The terminal shown in FIG. 4 is further optimized on the basis of FIG. Compared with the terminal, the terminal shown in FIG. 4 may further include: a search module 304 and an acquisition module 305, wherein:

The search module 304 is configured to, after the judging module 302 judges that the frequency of use is less than the first preset threshold, and the recommending module 303 recommend to the user at least one application-related application with a positive rating greater than or equal to the second preset threshold in the user communication area. Before selecting the target application, search for comment information of at least one target application related to the application in the user communication area.

In the embodiment of the present invention, in the application market client installed on the terminal, the user can download different types of application programs according to needs, such as: game application programs, music video application programs, office software application programs, social application programs, The embodiments of the present invention do not limit traffic and travel application programs, financial management application programs, news information application programs, medical and health application programs, convenient life application programs, and call communication application programs. In the user communication area in the application market client, users can comment on the applications they have downloaded.

In the embodiment of the present invention, the comment information is the user's experience information of the application program downloaded by the user. The experience information may include input text information, such as: "experience is good", "experience is poor", etc., and may also include numerical ratings , such as: 1 point, 3 points, 5 points, etc., may also include the number of icons, such as: one star icon, two star icons, five star icons, etc., which are not limited in this embodiment of the present invention.

In the embodiment of the present invention, when the judging module 302 judges that the usage frequency of the currently opened application program is less than the first preset threshold, it indicates that the user seldom uses the application program within the preset time. The review information of at least one target application related to the application is searched in the area.

The acquisition module 305 is configured to acquire the praise value of the target application program from the comment information.

In the embodiment of the present invention, the terminal counts the scoring values of all users on the target application program in the comment information, further calculates the average scoring value of the target application program, and uses the average scoring value as the favorable value of the target application program, and obtains module 305 The praise value of the target application can be obtained from the review information. For example, assuming that 20 users participated in the review, the user's ratings for the target application in the terminal statistical review information are 1 point, 1.5 points, 1.8 points, 2 points, 2.6 points, 3 points, 3.6 points, 3.8 points points, 4 points, 4.4 points, 4.5 points, 4.6 points, 4.8 points, 4.9 points, 5 points, 5 points, 5 points, 5 points, 5 points, 5 points, it can be calculated that the 20 users apply to the target The average scoring value of the program is 3.6 points, and the 3.6 points can be used as the favorable value of the target application program.

The judging module 302 is further configured to judge whether the praise value of the target application is greater than or equal to a second preset threshold.

In the embodiment of the present invention, the comment information searched by the search module 304 includes the comment information of all users. It indicates that the user has poor experience with the downloaded target application and the user does not like it. Therefore, the terminal needs to be further screened. The obtaining module 305 obtains the praise value of the target application program from these comment information, and the judgment module 302 compares the favorable value value of the target application program with the second preset threshold. If it is greater than or equal to the second preset threshold, it means that most users have a better experience with the target application program, and the target application program can be recommended to end users. Wherein, the second preset threshold may be a default preset threshold of the terminal, or may be a preset threshold customized by a user, which is not limited in this embodiment of the present invention.

The recommendation module 303 is further configured to recommend to the user that the favorable value of the target application program in the user communication area is greater than or equal to the second preset threshold and compatible with the application when the judging module 302 judges that the favorable value of the target application is greater than or equal to the second preset threshold. The program is associated with at least one target application.

Please also refer to FIG. 5. FIG. 5 is a schematic structural diagram of another terminal disclosed in an embodiment of the present invention. The terminal shown in FIG. 5 is further optimized on the basis of FIG. Compared with the terminal, the terminal shown in FIG. 5 may further include: an output module 306 and a detection module 307, wherein:

An output module 306, configured to recommend to the user by the recommendation module 303 that the favorable value of the target application in the user communication area is greater than or equal to the second preset threshold after the judging module 302 judges that the favorable value of the target application is greater than or equal to the second preset threshold And before at least one target application program related to the application program, a first dialog box is output, the first dialog box includes first prompt information, and the first prompt information is used to prompt the user whether to check whether the praise value is greater than or equal to the second preset Threshold and application-dependent applications.

In the embodiment of the present invention, the output module 306 outputs the first dialog box not when the terminal is in any interface or at any time, but when the calculation module 301 calculates that the frequency of use of the application currently opened by the terminal is less than the first preset threshold and judges Module 302 judges that the praise value of the target application program related to the currently opened application program in the user communication area is greater than or equal to the second preset threshold, and then the output module 306 outputs the first dialog box to recommend related applications to the user , the user will not feel disgusted, and the possibility of accepting the recommendation is very high.

The detection module 307 is configured to detect whether a confirmation instruction input by the user for the first prompt information is received within a preset time.

In the embodiment of the present invention, the above-mentioned preset time may be a default time when the terminal system leaves the factory, or may be a preset time set in advance by the user, which is not limited in the embodiment of the present invention.

In the embodiment of the present invention, the above confirmation instruction may be triggered by the user clicking or double-clicking the virtual confirmation button in the first dialog box.

As an optional implementation manner, when the detection module 307 detects that no confirmation instruction input by the user for the first prompt information is received within a preset time, the terminal may automatically close the dialog box, so as not to arouse the user's disgust.

As another optional implementation manner, when the detection module 307 detects that no confirmation instruction input by the user for the prompt information is received within the preset time, the terminal may output the above-mentioned first dialog box again, and when the user cancels viewing the first When the number of dialog boxes reaches a preset threshold (for example, 3 times), the terminal may no longer output the first dialog box to the user.

The above-mentioned recommendation module 303 is also used to recommend to the user that the favorable value in the user exchange area is greater than or equal to the second preset threshold and At least one target application associated with the application.

As an optional implementation manner, the terminal shown in FIG. 5 may also include:

The promotion module 308 is configured to, after the recommendation module 303 recommends to the user at least one target application in the user communication area whose praise value is greater than or equal to the second preset threshold and is related to the application, when receiving the target application input by the user When downloading commands, increase the user's level.

In the embodiment of the present invention, the above-mentioned download instruction can be triggered by the user clicking or double-clicking the target application program icon or the virtual download button on the interface. The user’s level can be the user’s account level, and the user needs to register a Account, in this application market, users can increase the user's level by signing in or participating in activities or other methods. The user's level is different, and the user's permissions are also different.

In the embodiment of the present invention, after the user downloads the target application program according to the terminal's recommendation, the upgrading module 308 can upgrade the user's level. In this way, the terminal can encourage more users to download the application program.

As an optional implementation, after the user downloads the target application program according to the terminal's recommendation, the terminal may also reward the user in other ways, such as presenting virtual currency or exchanging items.

As another optional implementation manner, the above-mentioned output module 306 is also used to recommend to the user in the recommendation module 303 at least one target application program in the user communication area that has a positive rating greater than or equal to the second preset threshold and is related to the application program. Afterwards, a second dialog box is output, and the second dialog box includes a second prompt message and an information input port, wherein the second prompt message is used to prompt the user to input experience information related to the currently opened application program, and the information input port Used to receive user input experience information.

The terminal shown in Figure 5 may also include:

The receiving module 309 is configured to receive the experience information input by the user through the information input port, and transmit the experience information to the server, wherein the experience information is used to feed back the user's suggestions for improving the currently opened application program.

In the embodiment of the present invention, when the judging module 302 judges that the usage frequency of the currently opened application program is less than the first preset threshold, it indicates that the user has a poor experience with the application program, and the receiving module 309 needs to receive user input about the experience with the application program. Information, so that the provider of the application program can further improve the application program based on the experience information.

In the terminals described in FIG. 3 , FIG. 4 and FIG. 5 , the calculation module 301 calculates the frequency of use of the application program currently opened by the terminal, and when the judgment module 302 judges that the frequency of use is less than the first preset threshold, the recommendation module 303 recommends the application program to the user. At least one target application program that is related to the application program and whose praise value is greater than or equal to the second preset threshold in the user communication area. In the embodiment of the present invention, when the frequency of use of the application program currently opened by the terminal is relatively low, the terminal can search for a target application program that is highly praised and related to the currently open application program from the user communication area, and put the target application program that is highly praised The program is recommended to the user. It can be seen that this recommendation method can increase the frequency of use of the application program.

It should be noted that, for the sake of simple description, all the aforementioned method embodiments 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. Because according to the application, certain steps may be performed in other order 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 units 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.

Those of ordinary skill in the art can understand that all or part of the processes in the methods of the above embodiments can be implemented through computer programs to instruct related hardware, and the programs can be stored in computer-readable storage media. During execution, it may include the processes of the embodiments of the above-mentioned methods. Wherein, the storage medium may be a magnetic disk, an optical disk, a read-only memory (Read-Only Memory, ROM) or a random access memory (Random Access Memory, RAM) and the like.

The above disclosures are only preferred embodiments of the present invention, and certainly cannot limit the scope of rights of the present invention. Therefore, equivalent changes made according to the claims of the present invention still fall within the scope of the present invention.

Claims (10)

1. A method for recommending an application program, comprising: Calculate the frequency of use of the application program currently opened by the terminal within a preset time; judging whether the frequency of use is less than a first preset threshold; When the frequency of use is less than the first preset threshold, recommending to the user at least one target application program in the user communication area that has a positive rating greater than or equal to a second preset threshold and is related to the application program. 2. The method according to claim 1, characterized in that, after the step of judging that the frequency of use is less than the first preset threshold, and in the step of recommending to the user that the favorable value in the user exchange area is greater than or equal to the second preset threshold And before at least one target application related to the application, the method further includes: Searching for comment information of at least one target application program related to the application program in the user communication area; Acquiring the praise value of the target application program from the comment information; judging whether the praise value of the target application is greater than or equal to the second preset threshold; When the praise value of the target application is greater than or equal to the second preset threshold, execute the recommending to the user that the praise value in the user communication area is greater than or equal to the second preset threshold and related to the application. At least one step of the target application. 3. The method according to claim 2, characterized in that, after the step of judging that the favorable value of the target application program is greater than or equal to a second preset threshold, and in the step of recommending to the user that the favorable value in the user exchange area is greater than or equal to Before at least one target application program that is equal to a second preset threshold and related to the application program, the method further includes: output a first dialog box, the first dialog box includes first prompt information, and the first prompt information is used to prompt the user whether to check the application program whose praise value is greater than or equal to the second preset threshold and related to the application program ; Detecting whether a confirmation instruction input by the user for the first prompt information is received within a preset time; When the confirmation instruction input by the user for the first prompt information is detected within the preset time, execute the recommending to the user that the favorable value in the user communication area is greater than or equal to the second preset threshold and related to the application At least one step of the target application. 4. The method according to claim 1, characterized in that, after the step of recommending to the user in the user communication area at least one target application program with a positive rating greater than or equal to a second preset threshold and related to the application program, the The method also includes: When receiving a download instruction input by the user for the target application program, the user's level is increased. 5. The method according to claim 1, characterized in that, after the step of recommending to the user at least one target application in the user communication area with a positive rating greater than or equal to a second preset threshold and related to the application, the The method also includes: output a second dialog box, the second dialog box includes second prompt information and an information input port, wherein the second prompt information is used to prompt the user to input experience information related to the currently opened application program, the The information input port is used to receive the experience information input by the user; The experience information input by the user for the information input port is received, and the experience information is transmitted to the server, wherein the experience information is used to feed back the user's improvement opinion on the currently opened application program. 6. A terminal, characterized in that, comprising: A calculation module, configured to calculate the frequency of use of the application program currently opened by the terminal within a preset time; A judging module, configured to judge whether the frequency of use is less than a first preset threshold; A recommendation module, configured to recommend to the user at least one target application program in the user communication area that has a positive rating greater than or equal to a second preset threshold value and is related to the application program when the frequency of use is less than the first preset threshold value . 7. The terminal according to claim 6, further comprising: The search module is configured to, after the judging module judges that the frequency of use is less than a first preset threshold, and the recommendation module recommends to the user that the praise value in the user communication area is greater than or equal to a second preset threshold and is compatible with the application Before at least one target application program related to the program, search for comment information of at least one target application program related to the application program in the user communication area; An acquisition module, configured to acquire the praise value of the target application from the comment information; The judging module is also used to judge whether the praise value of the target application is greater than or equal to the second preset threshold; The recommendation module is further configured to recommend to the user that the favorable value of the target application in the user communication area is greater than or equal to the second preset threshold when the judging module judges that the favorable value of the target application program is greater than or equal to the second preset threshold threshold and at least one target application associated with the application. 8. The terminal according to claim 7, further comprising: An output module, configured to recommend to the user that the favorable value of the target application in the user communication area is greater than or equal to the second preset threshold after the judging module judges that the favorable value of the target application program is greater than or equal to a second preset threshold Before the threshold and at least one target application program related to the application program, a first dialog box is output, and the first dialog box includes a first prompt message, and the first prompt message is used to prompt the user whether to view a favorable value greater than or an application program that is equal to a second predetermined threshold and is related to the application program; A detection module, configured to detect whether a confirmation instruction input by the user for the first prompt information is received within a preset time; The recommendation module is further configured to recommend to the user that the favorable value in the user exchange area is greater than or equal to the second preset value when the detection module detects that a confirmation instruction input by the user for the first prompt information is received within a preset time. At least one target application program is thresholded and associated with the application program. 9. The terminal according to claim 6, further comprising: The promotion module is configured to, after the recommendation module recommends to the user at least one target application program with a praise value greater than or equal to a second preset threshold and related to the application program in the user communication area, when receiving the user's recommendation for the target application program. When the download command is entered by the application, the user's level is increased. 10. The terminal according to claim 6, characterized in that, The output module is further configured to output a second dialog box after the recommendation module recommends to the user at least one target application program in the user communication area with a positive rating greater than or equal to a second preset threshold and related to the application program , the second dialog box includes second prompt information and an information input port, wherein the second prompt information is used to prompt the user to input experience information related to the currently opened application program, and the information input port is used for Receive user input experience information; The terminal also includes: A receiving module, configured to receive the experience information input by the user for the information input port, and transmit the experience information to the server, wherein the experience information is used to feed back the user's experience with respect to the currently opened application program Suggestions for improvement.