CN104267874A - Terminal and method for adjusting layout of application icons on same - Google Patents

Abstract

The present invention provides a method for adjusting the layout of application icons on a terminal and the terminal to recommend applications for users, thereby reducing the difficulty for users to find application icons. The method of the present invention includes: when it is detected that the network connection state of the terminal changes, according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application, determine the application recommended for the terminal to use; according to the determined recommended application for the terminal to use , and adjust the layout of the application icons on the terminal display interface.

Description

Method and terminal for adjusting application icon layout on terminal

technical field

The present invention relates to the field of communication technologies, in particular to a method for adjusting the layout of application icons on a terminal and a terminal.

Background technique

With the development of terminals becoming more and more intelligent, their hardware capabilities (CPU computing power, storage capacity) are gradually enhanced, and users can install a large number of applications with different functions on the terminal, such as social networking, entertainment, news, etc. , to meet the different needs of users for terminals.

When a large number of applications are installed on the terminal, since the size of the application icons on the terminal display interface is fixed, and the area of the terminal display interface is limited, usually a large number of application icons will be arranged in a tiled form on multiple pages of the display interface, or The folders are distributed on the display interface in the form of multiple application icons, where the folders can be user-defined or divided according to application categories. For the user, when the user wants to use a certain application on the terminal, the user needs to remember the specific location of the application on the display interface, or traverse the application icons on the display interface to find the desired application, which will It will lead to a long time for users to search for applications, poor user experience, reduced terminal operation convenience, and increased wear and tear on terminal display screens and buttons. In addition, many installed applications on the terminal are difficult to find, they are submerged in many applications, and are likely to be gradually forgotten by users.

In order to solve the above-mentioned problems encountered by users in the process of searching for applications, in the prior art, the terminal can recommend the current time, the physical location of the terminal and the moving speed of the terminal to the user based on the corresponding time when the user used the application in the past, the physical location and the moving speed of the terminal. Apps for users at mobile speeds. This method of recommending applications for users requires the terminal to collect the current time, the status information of the terminal's physical location and moving speed in real time. Since such status information of the terminal changes frequently, the collection and analysis of the terminal during the process of recommending applications for users And the calculation workload is relatively large, and at the same time, it will consume more power of the terminal.

To sum up, when a large number of applications are installed on the terminal, it takes a long time for the user to search for the application on the terminal, and the user experience is poor, and the convenience of terminal operation is reduced, and the wear and tear of the terminal display screen and buttons increases; The technology recommends the application method for users, which leads to a relatively large workload of terminal collection, analysis and calculation, and consumes more power of the terminal at the same time, so the operability is low.

Contents of the invention

Embodiments of the present invention provide a method for adjusting the layout of application icons on a terminal and the terminal, so as to recommend applications for users, thereby reducing the difficulty for users to find application icons.

In a first aspect, an embodiment of the present invention provides a terminal, and the terminal includes:

The application determination unit is configured to determine the application recommended for the terminal according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application when a change in the network connection state of the terminal is detected;

The layout adjustment unit is configured to adjust the layout of the application icons on the display interface of the terminal according to the determined application recommended for the terminal.

With reference to the first aspect, in a first possible implementation manner, the application determining unit is specifically configured to:

When it is detected that the terminal switches from the high-bandwidth network connection state to the low-bandwidth network connection state, according to the current low-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and the application, the low-traffic application is recommended to the terminal. , where low-traffic apps include utility apps, reading apps, and news apps; or

When it is detected that the terminal switches from the low-bandwidth network connection state to the high-bandwidth network connection state, according to the current high-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and the application, the high-traffic application is recommended to the terminal. , where high-traffic apps include video apps, music apps, and chat apps; or

When it is detected that the terminal switches from the data connection state to the no data connection state, according to the corresponding rules between the current no data connection state of the terminal and the network connection state and the application, the stand-alone no-traffic application is recommended to the terminal.

In combination with the first aspect, in the second possible implementation manner, when the application determination unit determines the application recommended for the terminal according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application, it is specifically used for:

Determine the application recommended for the terminal according to the current network connection status of the terminal and the corresponding rules between the network connection status and single or multiple applications; or

According to the current network connection state of the terminal and the corresponding rule between the network connection state and the application category, determine the recommended application for the terminal, wherein the same application category contains at least one application.

With reference to the second possible implementation manner of the first aspect, in a third possible implementation manner of the first aspect, the application determination unit performs the following operations according to the current network connection state of the terminal and the relationship between the network connection state and the single or multiple applications Corresponding rules, when determining the application recommended for the terminal, are specifically used for:

Find the application corresponding to the current network connection state of the terminal according to the corresponding rules between the network connection state and single or multiple applications;

Among the found applications corresponding to the current network connection state of the terminal, the applications installed on the terminal are used as the recommended applications for the terminal.

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

The corresponding rule update unit is used to count the operation information when the terminal operates the application each time, wherein the operation information includes the identification of the application operated by the terminal and the network connection status of the terminal when operating the application;

And calculate the support degree and/or confidence degree of each operation information, and update the corresponding rules between the network connection status and single or multiple applications according to the support degree and/or confidence degree of the operation information.

With reference to the second possible implementation of the first aspect, in a fifth possible implementation of the first aspect, the application determining unit, according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application category, When determining the application recommended for the terminal, it is specifically used for:

Find the application category corresponding to the current network connection status of the terminal according to the corresponding rules between the network connection status and the application category;

Among the applications included in the searched application category, the applications installed on the terminal are used as the applications recommended for the terminal.

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

The corresponding rule update unit is used to count the operation information when the terminal operates the application each time, wherein the operation information includes the application category corresponding to the application operated by the terminal and the network connection status of the terminal when operating the application;

Calculate the support and/or confidence of each operation information, and update the corresponding rules between the network connection status and the application category according to the support and/or confidence corresponding to the operation information.

In combination with the first aspect, in a seventh possible implementation manner, the layout adjustment unit is specifically used for:

When it is determined that there are multiple applications recommended for the terminal, the layout of application icons on the terminal display interface is adjusted according to the degree of confidence between each determined application and the network connection status of the terminal when operating the application.

In combination with the first aspect or any of the seventh possible implementation manners of the first aspect, in an eighth possible implementation manner of the first aspect, the layout adjustment unit is specifically configured to:

Displaying the determined icon of the application recommended for the terminal at a predetermined position on the display interface of the terminal; or

On the display interface of the terminal, mark the icon of the determined application recommended for the terminal; or

Displaying the determined icon of the application recommended for the terminal in the form of a pop-up window on the display interface of the terminal; or

The determined icons of the applications recommended for the terminal are displayed in the form of a drop-down list in the notification bar of the display interface of the terminal.

In a second aspect, an embodiment of the present invention provides a method for adjusting the layout of application icons on a terminal, the method including:

When it is detected that the network connection state of the terminal has changed, according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application, determine the recommended application for the terminal;

Adjust the layout of the application icons on the display interface of the terminal according to the determined applications recommended for use by the terminal.

In combination with the second aspect, in the first possible implementation manner, when it is detected that the network connection state of the terminal changes, according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application, it is determined to recommend it to the terminal for use. applications, including:

When it is detected that the terminal switches from the high-bandwidth network connection state to the low-bandwidth network connection state, according to the current low-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and the application, the low-traffic application is recommended to the terminal. , where low-traffic apps include utility apps, reading apps, and news apps; or

When it is detected that the terminal switches from the low-bandwidth network connection state to the high-bandwidth network connection state, according to the current high-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and the application, the high-traffic application is recommended to the terminal. , where high-traffic apps include video apps, music apps, and chat apps; or

When it is detected that the terminal switches from the data connection state to the no data connection state, according to the corresponding rules between the current no data connection state of the terminal and the network connection state and the application, the stand-alone no-traffic application is recommended to the terminal.

In combination with the second aspect, in a second possible implementation, the application recommended for the terminal is determined according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application, including:

Determine the application recommended for the terminal according to the current network connection status of the terminal and the corresponding rules between the network connection status and single or multiple applications; or

According to the current network connection state of the terminal and the corresponding rule between the network connection state and the application category, determine the recommended application for the terminal, wherein the same application category contains at least one application.

With reference to the second possible implementation of the second aspect, in a third possible implementation of the second aspect, according to the current network connection status of the terminal and the corresponding rules between the network connection status and single or multiple applications, determine Applications recommended for terminal use include:

Find the application corresponding to the current network connection state of the terminal according to the corresponding rules between the network connection state and single or multiple applications;

Among the found applications corresponding to the current network connection state of the terminal, the applications installed on the terminal are used as the recommended applications for the terminal.

In combination with the second possible implementation of the second aspect, in a fourth possible implementation of the second aspect, the method further includes:

Counting the operation information of the terminal each time the application is operated, wherein the operation information includes the identification of the application operated by the terminal and the network connection status of the terminal when operating the application;

And calculate the support degree and/or confidence degree of each operation information, and update the corresponding rules between the network connection status and single or multiple applications according to the support degree and/or confidence degree of the operation information.

With reference to the second possible implementation of the second aspect, in the fifth possible implementation of the second aspect, according to the current network connection status of the terminal and the corresponding rules between the network connection status and the application category, it is determined to recommend to the terminal Apps used, including:

Find the application category corresponding to the current network connection status of the terminal according to the corresponding rules between the network connection status and the application category;

Among the applications included in the searched application category, the applications installed on the terminal are used as the applications recommended for the terminal.

In combination with the second possible implementation of the second aspect, in a sixth possible implementation of the second aspect, the method further includes:

Counting the operation information of the terminal each time the application is operated, wherein the operation information includes the application category corresponding to the application operated by the terminal and the network connection status of the terminal when operating the application;

Calculate the support and/or confidence of each operation information, and update the corresponding rules between the network connection status and the application category according to the support and/or confidence corresponding to the operation information.

In combination with the second aspect, in a seventh possible implementation manner, the layout of application icons on the display interface of the terminal is adjusted according to the determined application recommended to the terminal, including:

When it is determined that there are multiple applications recommended for the terminal, the layout of application icons on the terminal display interface is adjusted according to the degree of confidence between each determined application and the network connection status of the terminal when operating the application.

In combination with the second aspect or any of the seventh possible implementations of the second aspect, in the eighth possible implementation of the second aspect, adjust the application on the display interface of the terminal according to the determined application recommended for use by the terminal. The layout of the icons, including:

Displaying the determined icon of the application recommended for the terminal at a predetermined position on the display interface of the terminal; or

On the display interface of the terminal, mark the icon of the determined application recommended for the terminal; or

Displaying the determined icon of the application recommended for the terminal in the form of a pop-up window on the display interface of the terminal; or

The determined icons of the applications recommended for the terminal are displayed in the form of a drop-down list in the notification bar of the display interface of the terminal.

In the embodiment of the present invention, when a change in the network connection state of the terminal is detected, the application recommended to the terminal is determined according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application; For applications used by terminals, adjust the layout of application icons on the terminal display interface, recommend applications for users, and reduce the difficulty for users to find application icons, while reducing the wear and tear of terminal display screens and buttons, as well as power consumption.

Description of drawings

FIG. 1 is a schematic structural diagram of a terminal provided in Embodiment 1 of the present invention;

FIG. 2 is a schematic flowchart of a method for adjusting the layout of application icons on a terminal provided by Embodiment 2 of the present invention;

FIG. 3 is a schematic flowchart of a method for adjusting the layout of application icons on a terminal provided by Embodiment 3 of the present invention;

FIG. 4 is a schematic flowchart of a method for adjusting the layout of application icons on a terminal provided by Embodiment 4 of the present invention;

FIG. 5 is a schematic structural diagram of a terminal provided by Embodiment 5 of the present invention.

Detailed ways

Embodiment one

As shown in FIG. 1, the terminal provided by Embodiment 1 of the present invention includes:

The application determining unit 11 is configured to determine the application recommended for the terminal according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application when it is detected that the network connection state of the terminal has changed;

The layout adjustment unit 12 is configured to adjust the layout of the application icons on the terminal display interface according to the determined applications recommended for use by the terminal.

Preferably, the application determination unit 11 is specifically configured to:

When it is detected that the terminal switches from the high-bandwidth network connection state to the low-bandwidth network connection state, according to the current low-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and the application, the low-traffic application is recommended to the terminal. , where low-traffic apps include utility apps, reading apps, and news apps; or

When it is detected that the terminal switches from the low-bandwidth network connection state to the high-bandwidth network connection state, according to the current high-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and the application, the high-traffic application is recommended to the terminal. , where high-traffic apps include video apps, music apps, and chat apps; or

When it is detected that the terminal switches from the data connection state to the no data connection state, according to the corresponding rules between the current no data connection state of the terminal and the network connection state and the application, the stand-alone no-traffic application is recommended to the terminal.

Preferably, the application determining unit 11 is specifically used to:

Determine the application recommended for the terminal according to the current network connection status of the terminal and the corresponding rules between the network connection status and single or multiple applications; or

According to the current network connection state of the terminal and the corresponding rule between the network connection state and the application category, determine the recommended application for the terminal, wherein the same application category contains at least one application.

Preferably, the application determining unit 11 is specifically used to:

Find the application corresponding to the current network connection state of the terminal according to the corresponding rules between the network connection state and single or multiple applications;

Among the found applications corresponding to the current network connection state of the terminal, the applications installed on the terminal are used as the recommended applications for the terminal.

Preferably, the terminal also includes:

The corresponding rule update unit 13 is configured to count the operation information of the terminal each time the application is operated, wherein the operation information includes the identification of the application operated by the terminal and the network connection status of the terminal when operating the application;

And calculate the support degree and/or confidence degree of each operation information, and update the corresponding rules between the network connection status and single or multiple applications according to the support degree and/or confidence degree of the operation information.

Preferably, the application determining unit 11 is specifically used to:

Find the application category corresponding to the current network connection status of the terminal according to the corresponding rules between the network connection status and the application category;

Among the applications included in the searched application category, the applications installed on the terminal are used as the applications recommended for the terminal.

Preferably, the corresponding rule updating unit 13 is also used for:

Counting the operation information of the terminal each time the application is operated, wherein the operation information includes the application category corresponding to the application operated by the terminal and the network connection status of the terminal when operating the application;

Calculate the support and/or confidence of each operation information, and update the corresponding rules between the network connection status and the application category according to the support and/or confidence corresponding to the operation information.

Preferably, the layout adjustment unit 12 is specifically used for:

When it is determined that there are multiple applications recommended for the terminal, the layout of application icons on the terminal display interface is adjusted according to the degree of confidence between each determined application and the network connection status of the terminal when operating the application.

Preferably, the layout adjustment unit 12 is specifically used for:

Displaying the determined icon of the application recommended for the terminal at a predetermined position on the display interface of the terminal; or

On the display interface of the terminal, mark the icon of the determined application recommended for the terminal; or

Displaying the determined icon of the application recommended for the terminal in the form of a pop-up window on the display interface of the terminal; or

The determined icons of the applications recommended for the terminal are displayed in the form of a drop-down list in the notification bar of the display interface of the terminal.

Through the terminal provided in Embodiment 1, when it is detected that the network connection state of the terminal has changed, the application recommended for the terminal can be determined according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application; Determine the recommended applications for the terminal, adjust the layout of the application icons on the terminal display interface, and recommend applications for users, thereby reducing the difficulty for users to find application icons, while reducing the wear and tear of the terminal display screen and buttons, as well as power consumption.

Corresponding to Embodiment 1 above, Embodiment 2 to Embodiment 4 of the present invention respectively provide a method for adjusting the layout of application icons on a terminal. In Embodiment 2 to Embodiment 4, the operating subject is a terminal, such as a mobile phone, a tablet computer, etc. .

Embodiment two

As shown in FIG. 2, Embodiment 2 of the present invention provides a method for adjusting the layout of application icons on a terminal. The method includes:

S21. When it is detected that the network connection state of the terminal has changed, determine the application recommended for the terminal according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application;

S22. Adjust the layout of the application icons on the display interface of the terminal according to the determined applications recommended for use by the terminal.

Generally, the change of the network connection state of the terminal means that the terminal switches from the current network connection state to another network connection state different from the current network connection state, wherein the network connection state includes accessing Mobile Wi-Fi ( Mobile Wireless Fidelity, Mobile Wi-Fi) status, 4G status, 3G status, 2G status, and no data connection status, etc. For example, when a terminal enters an area covered by wifi, the terminal will disconnect the current network connection status and connect to the wifi network in the area where it is located, that is, access the wifi network. At this time, the terminal's network can be detected The connection status changes, and it is determined that the current network connection status of the terminal is wifi status;

After determining that the current network connection state of the terminal has changed, by searching for the corresponding rules between the network connection state and the application, determine the application corresponding to the current network connection state of the terminal, and determine the application as the application recommended for the terminal; then according to the determined Adjust the layout of the application icons on the terminal display interface, so that the user can know the recommended application suitable for the current network connection status of the terminal through the adjusted layout of the application icons on the terminal display interface.

Through the method provided in Embodiment 2, according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application, it is possible to recommend to the user an application suitable for use in the current network connection state of the terminal, thereby reducing the time for the user to search for an application icon. Difficulty, while reducing the degree of wear and tear on the terminal display and buttons, as well as power consumption.

Embodiment three

As shown in Figure 3, Embodiment 3 of the present invention provides a method for adjusting the layout of application icons on a terminal, and the specific steps are as follows:

S301. When it is detected that the network connection state of the terminal changes, determine the current network connection state of the terminal;

Generally, the change of the network connection state of the terminal means that the terminal switches from the current network connection state to another network connection state different from the current network connection state, wherein the network connection state includes access to wifi state, 4G state , 3G status, 2G status or no data connection status, etc.

S302. Search for a single or multiple applications corresponding to the current network connection status of the terminal according to the corresponding rules between the network connection status and the single or multiple applications;

Wherein, the corresponding rules between the network connection status and single or multiple applications are pre-set or downloaded from the server, and the corresponding rules between the network connection status and single or multiple applications refer to the relationship between the network connection status and the application One-to-one or one-to-many correspondence, and one application can also correspond to multiple network connection states. In the corresponding rule, the application corresponding to each network connection state indicates an application that is suitable for being recommended to the terminal user when the terminal is in this network connection state. By searching the corresponding rules between the network connection status and single or multiple applications, the single or multiple applications corresponding to the current network connection status of the terminal can be found, that is, the applications suitable for recommendation to the terminal user.

Preferably, when it is detected that the terminal switches from a high-bandwidth network connection state to a low-bandwidth network connection state, the low-traffic Application is an application recommended for terminals. Among them, a high-bandwidth network refers to a high-speed data transmission network, that is, a network with a high number of data bytes transmitted per second, and a low-bandwidth network refers to a low-speed data transmission network. For example, a high-bandwidth network can Including wifi network, 4G network and 3G network, low-bandwidth network may include 2G network, and low-traffic applications include tool applications, reading applications and news applications; or

When it is detected that the terminal switches from the low-bandwidth network connection state to the high-bandwidth network connection state, according to the current high-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and single or multiple applications, high-traffic applications are recommended to End-use applications, where high-traffic applications include video-type applications, music-type applications, and chat-type applications; or

When it is detected that the terminal has switched from the state of existing data connection to the state of no data connection, according to the corresponding rules between the current no data connection state of the terminal and the network connection state and the application, the stand-alone no-flow application is recommended to the terminal. Stand-alone applications without traffic include offline applications.

It should be noted that the applications corresponding to the low-traffic application, the high-traffic application, and the stand-alone no-traffic application may also include other applications with corresponding attributes, and are not limited to the above-mentioned applications provided by the embodiments of the present invention. For example, when using a video application or a music application in an offline state, that is, playing downloaded videos or music, the video application or music application may also be classified as a stand-alone non-traffic application.

S303. Determine, among the single or multiple applications corresponding to the current network connection state of the searched terminal, an application already installed on the terminal as an application recommended for the terminal;

Since there may be one or more applications corresponding to the current network connection status of the searched terminal, there may be applications that are not installed on the terminal or have been installed but uninstalled, so the single or multiple applications corresponding to the current network connection status of the searched terminal The installed applications of the terminal are determined as applications recommended for the terminal.

Among the single or multiple applications corresponding to the current network connection status of the searched terminal, the applications that are not installed on the terminal or installed but uninstalled can be recommended as applications for the terminal to download and install, and the user is recommended to download and install in the notification bar of the terminal .

S304. Adjust the layout of the application icons on the display interface of the terminal according to the determined application recommended to the terminal;

Among them, the specific method in S304 can have the following multiple ways:

Method (1): Displaying the determined icon of the application recommended for the terminal at a predetermined position on the display interface of the terminal;

For example: displaying the determined icons of the applications recommended for the terminal in the form of folders at a predetermined position on the display interface, or displaying the determined icons of the applications recommended for the terminal at a relatively front position on the display interface, according to the confidence The predetermined positions of the application icons are different from high to low, preferably, the applications are arranged according to the confidence of the applications from high to low, and the application icons are displayed on the display interface in this order.

Wherein, the relatively front position on the display interface may be the first or second application icon position on each display interface. The applied confidence is calculated by the following formula:

Confidence (X—>Y) = operation information containing both X and Y/the number of times X is included in the operation information

Confidence indicates the probability of using application Y among the number of times network connection status X is included in the operation information. Confidence indicates the quantitative relationship between network connection status and application. A higher confidence indicates that application Y is used when network connection status X appears. The higher the probability.

Method (2): On the display interface of the terminal, mark the determined application icons recommended for the terminal, such as adding shadows or asterisks, etc.;

Method (3): Displaying the determined icon of the application recommended for the terminal in the form of a pop-up window on the display interface of the terminal, for example, when the user opens the program list, displaying the icon of the recommended application in the pop-up window;

Way (four): In the notification bar of the display interface of the terminal, the determined icons of the applications recommended for the terminal are displayed in the form of a drop-down list.

It should be noted that in the present invention, the icons of the determined applications recommended for the terminal can also be displayed on the terminal display interface in other ways, and are not limited to the above-mentioned ways (1) to (4) provided by the embodiments of the present invention. .

In another embodiment, when it is determined that there are multiple applications recommended for the terminal, the layout of the application icons on the terminal display interface may be adjusted according to the determined confidence level between each application and the network connection status. For example, the confidence levels of the determined applications are arranged from high to low, and application icons are displayed at fixed positions on the display interface of the terminal according to the arranged order.

The method provided by Embodiment 3 of the present invention also includes:

S305. Update the corresponding rules between the network connection status and single or multiple applications;

Specifically, S305 includes:

Step S3051, counting the operation information of the terminal each time the application is operated, wherein the operation information includes the identification of the application operated by the terminal and the network connection status of the terminal when operating the application;

For example, the operation information recorded each time the terminal operates an application is shown in Table 1 below. In Table 1, when the network connection status of the terminal is wifi, the corresponding application operated by the terminal is Sohu Video, and the application ID is A00003; the network connection status of the terminal When it is 3G, there are two corresponding terminal-operated applications, namely QQ and Weibo, and the application IDs are A00001 and A00002 respectively.

Table 1 Terminal operation information list

network connection status Application Identification (ID/Name) wifi A00003/Sohu Video 3G A00001/QQ 3G A00002/Weibo

Step S3052, calculate the support and/or confidence of the associated network connection state X and a single or multiple applications Y (X—>Y), and associate the higher support and/or confidence of the same network connection state X X—>Y is used as the corresponding rule between the network connection state and single or multiple applications, or the associated X—>Y with the support and/or confidence reaching a certain threshold under the same network connection state X is used as the network connection Correspondence rules between states and single or multiple applications.

Calculate the support and confidence of the associated X—>Y by the following formula:

Support (X—>Y) = operation information containing both X and Y/total number of operation information

Confidence (X—>Y) = operation information containing both X and Y/the number of times X is included in the operation information

Among them, the support degree represents the probability that the network connection state X and the application Y appear simultaneously in the total number of times of operation information; the confidence degree represents the probability of using the application Y among the times that the operation information contains the network connection state X. The two indicators of support and confidence indicate the quantitative relationship between the network connection state and the application. The higher the support, the higher the probability that the network connection state X and the application Y will appear at the same time. The higher the confidence, the higher the network connection state X is. When present, the probability of using app Y is higher.

For example, the corresponding rules between network connection status and single or multiple applications are shown in Table 2 below:

Table 2 List of corresponding rules between network connection status and single or multiple applications

rule network connection status application Support/Confidence Rule 1 wifi application 1 0.75/0.81 Rule 2 3G Application 3, Application 5 0.67/0.72, 0.46/0.83 Rule 3 no data connection Application 6 0.56/0.68

In this way, when it is determined in S301 that the current network connection state of the terminal is 3G, in S302, it is determined in S302 that the applications corresponding to the network connection state 3G are application 3 and application 5 according to the corresponding rules shown in Table 2, and it is determined in S303 that it is in application 3 and application 5 Only application 3 is an application that has been installed on the terminal, and the terminal has not installed application 5 or installed it but has uninstalled application 5. At this time, in S303, application 3 is used as the application recommended to the terminal, and application 5 can be used as the application recommended to the terminal. The terminal downloads and installs the application.

Preferably, when it is detected that the terminal uses the application recommended for the terminal, according to the operation information when the terminal operates the application this time and S305, update the corresponding rules between the network connection status and the single or multiple applications; or

Periodically, or when the terminal receives an external instruction to update the corresponding rules, the terminal updates the corresponding rules between the network connection status and the single or multiple applications according to S305.

In the above step S305, the statistical operation information of each time the terminal operates the application may also include the traffic consumed by the application, the duration of the application, and the opening time of the application, etc., and then the network connection status and the single or multiple Correspondence rules between applications. For example, in the following formulas for calculating the support and confidence, the network connection status and at least one indicator among the traffic consumed by the application, the duration of the application, and the opening time of the application can be combined to form X, and Y represents the application.

Support (X—>Y) = operation information containing both X and Y/total number of operation information

Confidence (X—>Y) = operation information containing both X and Y/the number of times X is included in the operation information

In the method provided in Embodiment 3 of the present invention, when the terminal executes step S302 for the first time, the corresponding rules between the network connection status and single or multiple applications are preset or downloaded from the server, and the subsequent terminal executes the rule update according to step S305 process.

Through the method provided in Embodiment 3, according to the current network connection state of the terminal and the corresponding rules between the network connection state and a single or multiple applications, it is possible to recommend applications suitable for use in the current network connection state of the terminal for the user, thereby reducing the user search time. It reduces the difficulty of applying icons, and at the same time reduces the degree of wear and tear on the terminal display screen and buttons, as well as the power consumption. In the third embodiment of the present invention, by updating the corresponding rules between the network connection state and single or multiple applications, the applications suitable for use by the terminal under the current network connection state are refined.

Embodiment Four

As shown in Figure 4, Embodiment 4 of the present invention provides a method for adjusting the layout of application icons on a terminal, and the specific steps are as follows:

S401. When it is detected that the network connection state of the terminal changes, determine the current network connection state of the terminal;

S402. Search for the application category corresponding to the current network connection status of the terminal according to the corresponding rules between the network connection status and the application category;

Wherein, the corresponding rule between the network connection state and the application category is preset or downloaded from the server, and the corresponding rule between the network connection state and the application category refers to the correspondence between the network connection state and the application category. A connection state may correspond to one or more application categories. In the corresponding rule, the application category corresponding to each network connection state indicates that when the user's terminal is in the network connection state, it is suitable to recommend to the user the application with the application category. By looking up the corresponding rules between the network connection status and the application category, the application category corresponding to the current network connection status of the terminal can be determined, and then the application with this application category can be determined, that is, the application suitable for recommending to the user.

Preferably, when it is detected that the terminal switches from a high-bandwidth network connection state to a low-bandwidth network connection state, the low-traffic Application is an application recommended for terminals. Among them, a high-bandwidth network refers to a high-speed data transmission network, that is, a network with a high number of data bytes transmitted per second, and a low-bandwidth network refers to a low-speed data transmission network. For example, a high-bandwidth network can Including wifi network, 4G network and 3G network, low-bandwidth network may include 2G network, and low-traffic applications include tool applications, reading applications and news applications; or

When it is detected that the terminal switches from the low-bandwidth network connection state to the high-bandwidth network connection state, according to the current high-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and single or multiple applications, high-traffic applications are recommended to End-use applications, where high-traffic applications include video-type applications, music-type applications, and chat-type applications; or

When it is detected that the terminal has switched from the state of existing data connection to the state of no data connection, according to the corresponding rules between the current no data connection state of the terminal and the network connection state and the application, the stand-alone no-flow application is recommended to the terminal. Stand-alone applications without traffic include offline applications.

It should be noted that the applications corresponding to the low-traffic application, the high-traffic application, and the stand-alone no-traffic application may also include other applications with corresponding attributes, and are not limited to the above-mentioned applications provided by the embodiments of the present invention. For example, when using a video application or a music application in an offline state, that is, playing downloaded videos or music, the video application or music application may also be classified as a stand-alone non-traffic application.

S403. Determine, among the applications included in the searched application category, the applications already installed on the terminal as the applications recommended for the terminal;

Since there may be applications contained in the application category corresponding to the current network connection status of the searched terminal, there may be applications that the terminal has not installed or have been installed but uninstalled, so the applications that are included in the determined application category will be installed on the terminal It is determined as an application recommended for the terminal.

For the application type corresponding to the current network connection status of the terminal, and the application has not been installed on the terminal or has been installed but uninstalled, it can be used as an application recommended for the terminal to download and install, and the user is recommended to download and install in the notification bar of the terminal.

S404. Adjust the layout of the application icons on the display interface of the terminal according to the determined application recommended for use by the terminal;

Wherein, the specific method in S404 is the same as the method for adjusting the layout of the application icons described in S304, and will not be repeated here.

In another embodiment, when it is determined that there are multiple applications recommended for the terminal, the layout of the application icons on the terminal display interface may be adjusted according to the determined confidence level between each application and the network connection status. For example, the confidence levels of the determined applications are arranged from high to low, and application icons are displayed at fixed positions on the display interface of the terminal according to the arranged order.

The method provided by Embodiment 4 of the present invention also includes:

S405. Update the corresponding rule between the network connection state and the application category;

Specifically, S405 includes:

Step S4051, counting the operation information of the terminal each time the application is operated, wherein the operation information includes the application category corresponding to the application operated by the terminal and the network connection status of the terminal when operating the application;

For example, the operation information each time the terminal operates an application is shown in Table 3 below. In Table 3, when the network connection status of the terminal is wifi, the corresponding application category of the terminal operation is video; when the network connection status of the terminal is 3G, the corresponding The application category of terminal operation is news category.

Table 3 Terminal operation information list

network connection status application category

wifi Video application 3G News Apps no data connection game application

In Embodiment 4 of the present invention, application categories can be divided according to a single dimension: for example, application categories can be divided according to the application's own attributes or traffic usage, and applications can be divided into reading applications, tool applications, and music applications according to the application's own attributes. , video, and news, etc. According to traffic usage, applications can be divided into stand-alone no-traffic applications, low-traffic applications, and high-traffic applications.

In Embodiment 4 of the present invention, application categories can also be divided according to multiple dimensions: for example, applications are first divided into application categories according to the attributes of the applications themselves, and then applications in each application category are divided into application categories according to traffic usage conditions. The following application categories are offline stand-alone reading applications, online reading applications, stand-alone game applications, online game applications, etc.

The category of the application in Embodiment 4 of the present invention can also be determined from the software store where the application is downloaded, or the user can customize the application category corresponding to the application installed on the terminal, such as the user puts the application icons with similar functions on the same screen of the terminal display interface. folder, and name the folder. Each folder contains applications of the same application category, and the name of the application category is the name of the folder.

In this way, when a change in the network connection status of the terminal is detected, the application category corresponding to the current network connection status of the terminal can be determined by looking up the corresponding rules between the network connection status and the application category, and then the applications included in the application category can be determined. , and use the applications that have been installed on the terminal among the determined applications as the recommended applications for the terminal.

For example, the corresponding rules between the network connection state and the application category include that the no-data connection state corresponds to the stand-alone no-traffic application category, the 3G network connection state corresponds to the low-traffic application category, and the wifi network connection state corresponds to the high-traffic application category; thus, when the terminal In the state of no data connection, the user can be recommended applications with the application category of stand-alone no traffic, and so on.

It should be noted that the method for classifying application categories is not limited to the above method provided in Embodiment 4 of the present invention, and there may be other methods for classifying application categories.

In the embodiment of the present invention, at least one application is included in the same application category, and the corresponding relationship between application categories and applications is shown in Table 4 below:

Table 4

application category application Application Category 1 Application 1, Application 2 Application Category 2 App 3, App 4, App 5

Step S4052, calculate the support and/or confidence of the associated network connection status X and application category Z (X—>Z), and associate X— >Z is used as the corresponding rule between the network connection state and the application category, or the associated X—>Z with the support and/or confidence reaching a certain threshold under the same network connection state X is used as the relationship between the network connection state and the application category corresponding rules.

Calculate the support and/or confidence of the associated X—>Z by the following formula:

Support (X—>Z) = operation information containing both X and Z/total number of operation information

Confidence (X—>Z) = operation information containing X and Z at the same time/the number of times X is included in the operation information

Among them, the support degree indicates the probability that the network connection state X and the application category Z appear simultaneously in the total number of operation information; the confidence indicates the probability that the application category Z appears in the number of times that the operation information contains X. These two indicators, support and confidence, indicate the quantitative relationship between the network connection status and the application category. The higher the support, the higher the probability that the network connection status X and the application category Z will appear at the same time. The higher the confidence, the higher the network connection status. When state X appears, the probability of application category Z appearing is higher.

For example, the corresponding rules between the set network connection status and the application category are shown in Table 5 below:

Table 5 List of corresponding rules between network connection status and application category

rule network connection status application category Support/Confidence Rule 1 wifi Application Category 1 0.75/0.81 Rule 2 3G Application Category 2 0.67/0.72 Rule 3 no data connection Application Category 3 0.56/068

For example, when it is determined in S401 that the current network connection status of the terminal is wifi, in S402 it is determined according to the corresponding rules shown in Table 5 that the network connection status wifi corresponds to application category 1, and then the applications included in application category 1 are determined according to Table 4: application 1 and For application 2, it is determined in S403 that among application 1 and application 2, only application 1 is the installed application of the terminal, and the terminal has not installed or installed application 2 but has uninstalled application 2. At this time, application 3 is recommended to the terminal in S403. For the application used by the terminal, application 5 may be used as an application recommended to the terminal for download and installation.

In the method provided by the embodiment of the present invention, after the application category corresponding to the current network connection status is found according to the rules in Table 5, since the application category contains multiple applications, in order to further improve the efficiency of application recommendation, the embodiment of the present invention It is also possible to further look up the rules corresponding to Table 2 according to the current network connection status, that is, according to the corresponding rules between the network connection status and multiple applications, find multiple applications corresponding to the current network connection status of the terminal, which will simultaneously exist in the current network connection status. Multiple applications corresponding to the state and applications in the application category (the intersection of the set of applications found according to Table 2 and the set of applications found according to Table 5) are determined as applications recommended for use by the terminal.

Preferably, when it is detected that the terminal uses the application recommended for the terminal, according to the operation information when the terminal operates the application this time and S405, update the corresponding rules between the network connection status and the application category; or

Periodically, or when the terminal receives an external instruction to update the corresponding rules, the terminal updates the corresponding rules between the network connection status and the application category according to S405.

In the above step S405, the statistical operation information of each time the terminal operates the application can also include the traffic consumed by the application, the duration of the application, and the opening time of the application, etc., and then the relationship between the network connection status and the application category can be updated according to the statistical operation information. Correspondence rules between. For example, in the following formulas for calculating support and confidence, network connection status, application traffic consumption, application usage duration, and application opening time can be combined to form X, and Z represents the application category.

Support (X—>Z) = operation information containing both X and Z/total number of operation information

Confidence (X—>Z) = operation information containing X and Z at the same time/the number of times X is included in the operation information

The method provided by Embodiment 4 of the present invention also includes:

S406. When it is detected that the terminal has installed a new application, determine the application category corresponding to the newly installed application, and add the newly installed application to its corresponding application category table 4;

In this way, when the application category corresponding to the newly installed application on the terminal is recommended to the terminal, the newly installed application will also be recommended to the terminal, which overcomes the problem in the prior art that the newly installed application cannot be used due to the small number of times it is used by the user. Recommended for terminal issues.

In the method provided in Embodiment 4 of the present invention, when the terminal executes step S402 for the first time, the corresponding rules between the network connection state and the application category are preset or downloaded from the server, and the subsequent terminal executes the rule update process according to step S405.

Through the method provided in Embodiment 4, according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application category, it is possible to recommend to the user an application suitable for use in the current network connection state of the terminal, thereby reducing the time for the user to search for the application icon. Difficulty, while reducing the degree of wear and tear on the terminal display and buttons, as well as power consumption. In the fourth embodiment, by updating the corresponding rules between the network connection state and the application category, the applications suitable for use by the terminal in the current network connection state are refined. In addition, the problem in the prior art that a newly installed application cannot be recommended to a terminal due to a small number of times of use by the user is also overcome.

Embodiment five

As shown in FIG. 5 , an embodiment of the present invention provides a terminal for adjusting the layout of application icons on the terminal. The terminal includes:

A memory 51, configured to store the corresponding rules between the network connection state and the application;

The processor 52 is configured to determine the recommended application for the terminal according to the current network connection state of the terminal and the corresponding rule between the network connection state and the application stored in the query memory 51 when it is detected that the network connection state of the terminal has changed; Determine the recommended applications for the terminal, and adjust the layout of the application icons on the terminal display interface;

The display 53 is configured to display the adjusted layout of the application icons.

Preferably, when the processor 52 detects that the network connection state of the terminal has changed, it determines the application recommended for the terminal according to the current network connection state of the terminal and the corresponding rule between the network connection state and the application stored in the query memory 51. , specifically for:

When it is detected that the terminal switches from the high-bandwidth network connection state to the low-bandwidth network connection state, according to the current low-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and the application, the low-traffic application is recommended to the terminal. , where low-traffic apps include utility apps, reading apps, and news apps; or

When it is detected that the terminal switches from the low-bandwidth network connection state to the high-bandwidth network connection state, according to the current high-bandwidth network connection state of the terminal and the corresponding rules between the network connection state and the application, the high-traffic application is recommended to the terminal. , where high-traffic apps include video apps, music apps, and chat apps; or

When it is detected that the terminal switches from the data connection state to the no data connection state, according to the corresponding rules between the current no data connection state of the terminal and the network connection state and the application, the stand-alone no-traffic application is recommended to the terminal.

Preferably, the processor 52 is specifically used to:

According to the current network connection state of the terminal, query the corresponding rules between the network connection state stored in the memory 51 and single or multiple applications, and determine the application recommended for the terminal; or

According to the current network connection state of the terminal, query the corresponding rules between the network connection state and the application category stored in the memory 51 to determine the application recommended for the terminal, wherein the same application category contains at least one application.

Preferably, when the processor 52 queries the corresponding rules between the network connection status stored in the memory 51 and single or multiple applications according to the current network connection status of the terminal, and determines the application recommended for the terminal, it is specifically used for:

Search for an application corresponding to the current network connection state of the terminal according to the corresponding rules between the network connection state stored in the query memory 51 and single or multiple applications;

Among the found applications corresponding to the current network connection state of the terminal, the applications installed on the terminal are used as the recommended applications for the terminal.

Preferably, the processor 52 is also used for:

Counting the operation information of the terminal each time the application is operated, wherein the operation information includes the identification of the application operated by the terminal and the network connection status of the terminal when operating the application;

And calculate the support degree and/or confidence degree of each operation information, and based on the support degree and/or confidence degree of the operation information, update the corresponding rules between the network connection status and single or multiple applications.

Preferably, the processor 52 is specifically used for:

According to the corresponding rules between the network connection status and the application category stored in the memory 51, search for the application category corresponding to the current network connection status of the terminal;

Among the applications included in the searched application category, the applications already installed by the terminal are used as the applications recommended for the terminal.

Preferably, the processor 52 is also used for:

Counting the operation information of the terminal each time the application is operated, wherein the operation information includes the application category corresponding to the application operated by the terminal and the network connection status of the terminal when operating the application;

Calculate the support and/or confidence of each operation information, and update the corresponding rules between the network connection status and the application category according to the support and/or confidence corresponding to the operation information.

Preferably, the processor 52 is specifically configured to:

When it is determined that there are multiple applications recommended for the terminal, the layout of application icons on the terminal display interface is adjusted according to the degree of confidence between each determined application and the network connection status of the terminal when operating the application.

Preferably, the processor 52 is specifically configured to:

Displaying the determined icon of the application recommended for the terminal at a predetermined position on the display interface of the terminal; or

On the display interface of the terminal, mark the icon of the determined application recommended for the terminal; or

Displaying the determined icon of the application recommended for the terminal in the form of a pop-up window on the display interface of the terminal; or

The determined icons of the applications recommended for the terminal are displayed in the form of a drop-down list in the notification bar of the display interface of the terminal.

The terminal provided in Embodiment 5 is mainly used to determine the recommended application for the terminal according to the current network connection state of the terminal and the corresponding rules between the network connection state and the application when the network connection state of the terminal changes, and according to the determined For applications recommended for terminals, adjust the layout of application icons on the terminal display interface, thereby overcoming the difficulty and long time for users to find application icons when a large number of applications are installed on the terminal, and reducing the terminal screen and buttons. degree of wear and power consumption; at the same time, it overcomes the method in the prior art that the terminal collects and analyzes the physical location and moving speed of the terminal to recommend applications for the user, which leads to a large workload and high consumption of terminal collection and analysis Power problem.

Those skilled in the art should understand that the embodiments of the present invention may be provided as methods, apparatuses, or computer program products. Accordingly, the present invention can take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage and optical storage, etc.) having computer-usable program code embodied therein.

The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (apparatus), and computer program products according to embodiments of the invention. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.

These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.

These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby The instructions provide steps for implementing the functions specified in the flow chart or blocks of the flowchart and/or the block or blocks of the block diagrams.

Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalent technologies, the present invention also intends to include these modifications and variations.

Claims (18)

1. a terminal, is characterized in that, comprising:

Application determining unit, for when detecting that the network connection state of terminal occurs to change, according to terminal current network connection status and the rule of correspondence between network connection state and application, determines the application recommending terminal use;

Layout adjusting unit, for according to the application recommending terminal use determined, adjusts the layout of application icon on terminal demonstration interface.

2. terminal as claimed in claim 1, is characterized in that, described application determining unit specifically for:

When detecting that terminal is switched to low-bandwidth network connection status from high bandwidth network connection status, according to the current low-bandwidth network connection status of terminal and the rule of correspondence between network connection state and application, using low-flow applications as the application recommending terminal use, wherein low-flow applications comprises tool-class application, reads class application and news category application; Or

When detecting that terminal is switched to high bandwidth network connection status from low-bandwidth network connection status, according to terminal current high bandwidth network connection state and the rule of correspondence between network connection state and application, using high flow applications as the application recommending terminal use, wherein high flow applications comprises video class application, the application of music class and the application of chat class; Or

When detect terminal from exist data connection state be switched to without data connection state time, current without data connection state and the rule of correspondence between network connection state and application according to terminal, using unit without flow application as recommend terminal use application, wherein unit without flow application comprise off-line class application.

3. terminal as claimed in claim 1, is characterized in that, described application determining unit according to terminal current network connection status and the rule of correspondence between network connection state and application, when determining to recommend the application that terminal uses, specifically for:

According to terminal current network connection status and the rule of correspondence between network connection state and single or multiple application, determine the application recommending terminal use; Or

According to terminal current network connection status and the rule of correspondence between network connection state and applicating category, determine the application recommending terminal use, wherein, same applicating category comprises at least one application.

4. terminal as claimed in claim 3, it is characterized in that, described application determining unit according to terminal current network connection status and the rule of correspondence between network connection state and single or multiple application, when determining to recommend the application that terminal uses, specifically for:

According to the rule of correspondence between network connection state and single or multiple application, search the application that terminal current network connection status is corresponding;

Using mounted for terminal in application corresponding for the terminal current network connection status of searching application as the application recommending terminal use.

5. terminal as claimed in claim 3, it is characterized in that, this terminal also comprises:

Rule of correspondence updating block, for adding up operation information during each operational applications of terminal, wherein, network connection state when described operation information comprises the mark of the application of terminal operation and operates this application residing for terminal;

And calculate support and/or the degree of confidence of each described operation information, and according to the support of described operation information and/or degree of confidence, upgrade the rule of correspondence between described network connection state and single or multiple application.

6. terminal as claimed in claim 3, is characterized in that, described application determining unit according to terminal current network connection status and the rule of correspondence between network connection state and applicating category, when determining to recommend the application that terminal uses, specifically for:

According to the rule of correspondence between network connection state and applicating category, search the applicating category that terminal current network connection status is corresponding;

In the application comprise the applicating category searched, the mounted application of terminal is as the application recommending terminal use.

7. terminal as claimed in claim 3, it is characterized in that, this terminal also comprises:

Rule of correspondence updating block, for adding up operation information during each operational applications of terminal, wherein, network connection state when described operation information comprises the applicating category of the application correspondence of terminal operation and operates this application residing for terminal;

Calculate support and/or the degree of confidence of each described operation information, and according to support corresponding to described operation information and/or degree of confidence, upgrade the rule of correspondence between described network connection state and applicating category.

8. terminal as claimed in claim 1, is characterized in that, described layout adjusting unit specifically for:

When the application determining to recommend terminal use exists multiple, the degree of confidence height between the network connection state according to each application determined and when operating this application residing for terminal, the layout of described application icon on adjustment terminal demonstration interface.

9. the terminal as described in claim 1 or 8, is characterized in that, described layout adjusting unit specifically for:

At the icon recommending the application that terminal uses that the precalculated position display at terminal demonstration interface is determined; Or

On terminal demonstration interface, mark the icon recommending the application that terminal uses determined; Or

With the icon recommending the application that terminal uses that the display of the form of pop-up window is determined in terminal demonstration interface; Or

With the icon recommending the application that terminal uses that the display of the form of drop-down list is determined in the informing at terminal demonstration interface.

10. adjust a method for application icon layout in terminal, it is characterized in that, the method comprises:

When detecting that the network connection state of terminal occurs to change, according to terminal current network connection status and the rule of correspondence between network connection state and application, determine the application recommending terminal use;

According to the application recommending terminal use determined, the layout of application icon on adjustment terminal demonstration interface.

11. methods as claimed in claim 10, it is characterized in that, described when detecting that the network connection state of terminal occurs to change, according to terminal current network connection status and the rule of correspondence between network connection state and application, determine the application recommending terminal use, comprising:

When detecting that terminal is switched to low-bandwidth network connection status from high bandwidth network connection status, according to the current low-bandwidth network connection status of terminal and the rule of correspondence between network connection state and application, using low-flow applications as the application recommending terminal use, wherein low-flow applications comprises tool-class application, reads class application and news category application; Or

When detecting that terminal is switched to high bandwidth network connection status from low-bandwidth network connection status, according to terminal current high bandwidth network connection state and the rule of correspondence between network connection state and application, using high flow applications as the application recommending terminal use, wherein high flow applications comprises video class application, the application of music class and the application of chat class; Or

When detect terminal from exist data connection state be switched to without data connection state time, current without data connection state and the rule of correspondence between network connection state and application according to terminal, using unit without flow application as recommend terminal use application.

12. methods as claimed in claim 10, is characterized in that, described according to terminal current network connection status and the rule of correspondence between network connection state and application, determine the application recommending terminal use, comprising:

According to terminal current network connection status and the rule of correspondence between network connection state and single or multiple application, determine the application recommending terminal use; Or

According to terminal current network connection status and the rule of correspondence between network connection state and applicating category, determine the application recommending terminal use, wherein, same applicating category comprises at least one application.

13. methods as claimed in claim 12, is characterized in that, described according to terminal current network connection status and the rule of correspondence between network connection state and single or multiple application, determine the application recommending terminal use, comprising:

According to the rule of correspondence between network connection state and single or multiple application, search the application that terminal current network connection status is corresponding;

Using mounted for terminal in application corresponding for the terminal current network connection status of searching application as the application recommending terminal use.

14. methods as claimed in claim 12, it is characterized in that, the method also comprises:

Operation information during the statistics each operational applications of terminal, wherein, network connection state when described operation information comprises the mark of the application of terminal operation and operates this application residing for terminal;

And calculate support and/or the degree of confidence of each described operation information, and according to the support of described operation information and/or degree of confidence, upgrade the rule of correspondence between described network connection state and single or multiple application.

15. methods as claimed in claim 12, is characterized in that, described according to terminal current network connection status and the rule of correspondence between network connection state and applicating category, determine the application recommending terminal use, comprising:

According to the rule of correspondence between network connection state and applicating category, search the applicating category that terminal current network connection status is corresponding;

In the application comprise the applicating category searched, the mounted application of terminal is as the application recommending terminal use.

16. methods as claimed in claim 12, it is characterized in that, the method also comprises:

Operation information during the statistics each operational applications of terminal, wherein, network connection state when described operation information comprises the applicating category of the application correspondence of terminal operation and operates this application residing for terminal;

Calculate support and/or the degree of confidence of each described operation information, and according to support corresponding to described operation information and/or degree of confidence, upgrade the rule of correspondence between described network connection state and applicating category.

17. methods as claimed in claim 10, is characterized in that, the described application recommending terminal use according to determining, the layout of application icon on adjustment terminal demonstration interface, comprising:

When the application determining to recommend terminal use exists multiple, the degree of confidence height between the network connection state according to each application determined and when operating this application residing for terminal, the layout of described application icon on adjustment terminal demonstration interface.

18. methods as described in claim 10 or 17, is characterized in that, describedly recommend according to what determine the application that terminal uses, and the layout of application icon on adjustment terminal demonstration interface, comprising:

At the icon recommending the application that terminal uses that the precalculated position display at terminal demonstration interface is determined; Or

On terminal demonstration interface, mark the icon recommending the application that terminal uses determined; Or

With the icon recommending the application that terminal uses that the display of the form of pop-up window is determined in terminal demonstration interface; Or

With the icon recommending the application that terminal uses that the display of the form of drop-down list is determined in the informing at terminal demonstration interface.