CN105094867B - A kind of scoring update method and equipment - Google Patents

Abstract

Embodiments of the present invention provide a score updating method and device. Involving the field of electronic technology, it can more accurately reflect the application value of mobile applications to users. The specific scheme is as follows: obtain the initial score value of the first preset mobile application installed on the first mobile device, obtain the uninstall record of at least one uninstalled application, obtain the score increment according to the uninstall record of at least one uninstalled application, and calculate the score according to the score increment. The initial score value of the first preset mobile application is updated to obtain the score update value of the first preset mobile application, and the present invention is used for score update.

Description

A scoring update method and device

technical field

The present invention relates to the field of electronic technology, in particular to a scoring updating method and equipment.

Background technique

With the popularity of mobile networks and mobile devices, more and more mobile device users use mobile networks to download applications (Applications, APPs). With the emergence of a large number of mobile applications of the same type and different quality, when users download mobile applications, often It takes a lot of effort to select a high-quality mobile application from a large number of mobile applications to choose from. As an application store, how to evaluate mobile applications and provide better recommendation services to mobile device users according to the evaluation results is particularly important to provide users with high-quality mobile applications. The traditional method is mainly to score the application value of the mobile application based on the download records of the user's mobile application and user comments, which cannot evaluate the behavior of the user after using the mobile application. The scoring of mobile applications is not accurate enough, it cannot truly reflect the application value of mobile applications, and cannot achieve high-quality evaluation of mobile applications.

Contents of the invention

Embodiments of the present invention provide a rating update method and device, which can more accurately reflect the application value of mobile applications to users.

In order to achieve the above object, embodiments of the present invention adopt the following technical solutions:

In the first aspect, a scoring update method includes:

Acquiring the initial score value of the first preset mobile application installed on the first mobile device, wherein the initial score value of the first preset mobile application is used to indicate that the first mobile device The initial value of the application value identification of the application, the first preset mobile application belongs to the preset mobile application, and the preset mobile application is a mobile application that needs to be scored;

Obtain an uninstallation record of at least one uninstalled application, where the at least one uninstalled application is a preset mobile application uninstalled on the first mobile device;

Acquiring a score increment according to the uninstall record of the at least one uninstalled application;

Update the initial score value of the first preset mobile application according to the score increment, and obtain the score update value of the first preset mobile application, wherein the score update value of the first preset mobile application An update value used to represent the application value identification of the first preset mobile application by the first mobile device.

With reference to the first aspect, in a first possible implementation manner, the acquiring an uninstallation record of at least one uninstalled application includes:

Receive the operation record sent by the first mobile device, the operation record includes the last installation time and the last uninstallation time of each preset mobile application on the first mobile device, for each preset mobile application For the i-th preset mobile application, if the time difference between the last installation time and the last uninstallation time of the i-th preset mobile application is greater than a preset threshold, the i-th preset mobile application is regarded as an uninstall application, using the operation record of the ith preset mobile application as the uninstallation record of the ith preset mobile application, where i is a positive integer.

With reference to the first aspect or the first possible implementation manner of the first aspect, in a second possible implementation manner, the obtaining the score increment according to the uninstallation record of the at least one uninstalled application includes:

Acquiring a score of the at least one uninstalled application, where the score of the at least one uninstalled application is used to represent the identification of the application value of the at least one uninstalled application by the first mobile device before uninstallation;

According to the first formula calculating the score increment, wherein ΔP is the score increment, P _x is the score of the at least one uninstalled application, n is the number of preset mobile applications currently installed on the first mobile device, when When there are multiple at least one uninstalled application, the score of the at least one uninstalled application is the sum of the scores of each uninstalled application in the at least one uninstalled application.

With reference to any implementation manner of the first aspect to the second possible implementation manner of the first aspect, in a third possible implementation manner, the score increment of the first preset mobile application The initial score value is updated, and the score update value of the first preset mobile application is obtained, including:

Acquiring an initial value of the user expert index of the first mobile device, where the initial value of the user expert index of the first mobile device is used to indicate that the first mobile device has all preset mobile devices currently installed on the first mobile device The initial value of the application's overall application value identification;

Calculate the score update value of the first preset mobile application according to the second formula f=a+ΔP U, where f is the score update value of the first preset mobile application, and a is the first preset mobile application The initial value of the score of the application, ΔP is the score increment, and U is the initial value of the user expert index of the first mobile device.

With reference to the third possible implementation manner of the first aspect, in a fourth possible implementation manner, the acquiring the initial value of the user expert index of the first mobile device includes:

Acquiring the initial scoring value of each preset mobile application in the other preset mobile applications currently installed on the first mobile device, adding the initial scoring value of each preset mobile application currently installed on the first mobile device Obtaining the initial value of the user expert index of the first mobile device, wherein the other preset mobile applications currently installed on the first mobile device are those other than the first preset mobile application currently installed on the first mobile device All other default mobile apps for .

With reference to any implementation manner of the first aspect to the fourth possible implementation manner of the first aspect, in a fifth possible implementation manner, after acquiring the score update value of the first preset mobile application, the The method also includes:

Among the m mobile devices, obtaining the score of the first preset mobile application on each mobile device, wherein the m mobile devices do not include the first mobile device;

adding the sum of the scores of the first preset mobile application on the m mobile devices to the update value of the score of the first preset mobile application on the first mobile device to obtain the first preset mobile The application value index of the application, wherein the application value index of the first preset mobile application is used to represent the application value of the first preset mobile application.

In combination with any implementation manner of the first aspect to the fourth possible implementation manner of the first aspect, in a sixth possible implementation manner, the method further includes:

According to the score increment, update the initial score values of other preset mobile applications currently installed on the first mobile device, and obtain updated score values of other preset mobile applications currently installed on the first mobile device , wherein the other preset mobile applications currently installed on the first mobile device are all other preset mobile applications currently installed on the first mobile device except the first preset mobile application;

Adding the score update value of each preset mobile application currently installed on the first mobile device to obtain the update value of the user expert index of the first mobile device, wherein the update value of the user expert index of the first mobile device is The value is used to represent an update value of the first mobile device's identification of the overall application value of all preset mobile applications currently installed on the first mobile device.

With reference to any implementation manner of the first aspect to the sixth possible implementation manner of the first aspect, in a seventh possible implementation manner, after acquiring the score update value of the first preset mobile application, further include:

multiplying the score update value of the first default mobile application by the initial value parameter to obtain the next initial score value of the first preset mobile application, and replacing the score initial value of the first preset mobile application with The initial value of the next scoring of the first preset mobile application.

In the second aspect, a scoring update method includes:

The first mobile device records the last installation time and the last uninstallation time of each preset mobile application on the first mobile device, and the preset mobile application is a mobile application that needs scoring;

The first mobile device generates an operation record and sends the operation record to the score update device, so that the score update device obtains an uninstall record of at least one uninstalled application according to the operation record, and the operation record includes the first The last install time and last uninstall time of each default mobile application on the mobile device, or;

The first mobile device generates an uninstall record of the at least one uninstalled application, and sends the uninstall record of the at least one uninstalled application to the score update device, so that the score update device The uninstall record obtains a score increment, and the at least one uninstalled application is a preset mobile application uninstalled on the first mobile device.

With reference to the second aspect, in a first possible implementation manner, the first mobile device generates an uninstallation record of the at least one uninstalled application, including:

For the i-th preset mobile application in each preset mobile application on the first mobile device, if the time difference between the last installation time and the last uninstallation time of the i-th preset mobile application is greater than the preset threshold, the ith preset mobile application is taken as an uninstalled application, and the operation record of the ith preset mobile application is taken as the uninstallation record of the ith preset mobile application, where i is positive integer.

In a third aspect, a rating update device includes:

An acquiring unit, configured to acquire an initial score value of a first preset mobile application installed on the first mobile device, wherein the initial score value of the first preset mobile application is used to indicate that the first mobile device The initial value of the application value identification of the first preset mobile application, the first preset mobile application belongs to the preset mobile application, and the preset mobile application is a mobile application that needs to be scored;

The acquiring unit is further configured to acquire an uninstallation record of at least one uninstalled application, where the at least one uninstalled application is a preset mobile application uninstalled on the first mobile device;

The obtaining unit is further configured to obtain a score increment according to the uninstall record of the at least one uninstalled application;

An update unit, configured to update the initial score value of the first preset mobile application according to the score increment acquired by the acquisition unit, and acquire an updated score value of the first preset mobile application, wherein the The score update value of the first preset mobile application is used to represent the update value of the first mobile device's identification of the application value of the first preset mobile application.

With reference to the third aspect, in a first possible implementation manner, the acquiring unit includes a receiving subunit;

The receiving subunit is configured to receive the operation record sent by the first mobile device, the operation record includes the last installation time and the last uninstallation time of each preset mobile application on the first mobile device, for For the i-th preset mobile application in each of the preset mobile applications, if the time difference between the last installation time and the last uninstallation time of the i-th preset mobile application is greater than a preset threshold, the ith The preset mobile application is used as an uninstall application, and the operation record of the ith preset mobile application is used as the uninstall record of the ith preset mobile application, where i is a positive integer.

In combination with the third aspect or the first possible implementation of the third aspect, in the second possible implementation,

The acquisition unit is further configured to acquire the score of the at least one uninstalled application, the score of the at least one uninstalled application is used to represent the identification of the application value of the at least one uninstalled application by the first mobile device before uninstallation ;

The acquisition unit includes a calculation subunit, which is used to calculate according to the first formula calculate the

Score increment, wherein ΔP is the score increment, P _x is the score of the at least one uninstalled application, n is the number of preset mobile applications currently installed on the first mobile device, when the at least When there are multiple uninstalled applications, the score of the at least one uninstalled application is the sum of the scores of each uninstalled application in the at least one uninstalled application.

In combination with any of the second possible implementation manners of the third aspect to the third aspect, in the third possible implementation manner,

The obtaining unit is further configured to obtain an initial value of the user expert index of the first mobile device, and the initial value of the user expert index of the first mobile device is used to indicate that the first mobile device has a good relationship with the first mobile device. The initial value of the overall application value identification of all preset mobile applications currently installed on the website;

The update unit is further configured to calculate the score update value of the first preset mobile application according to the second formula f=a+ΔP·U, where f is the score update value of the first preset mobile application, a is the initial score value of the first preset mobile application, ΔP is the score increment, and U is the initial value of the user expert index of the first mobile device.

In combination with any of the third possible implementations of the third aspect, in a fourth possible implementation,

The acquiring unit is further configured to acquire the initial scoring value of each preset mobile application in other preset mobile applications currently installed on the first mobile device, and calculate the score value of each preset mobile application currently installed on the first mobile device. The initial value of the score of the mobile application is added to obtain the initial value of the user expert index of the first mobile device, wherein the other preset mobile applications currently installed on the first mobile device are all other preset mobile applications currently installed on the first mobile device. All other default mobile applications except the first default mobile application mentioned above.

Combining the third aspect to any of the fourth possible implementation manners of the third aspect, in the fifth possible implementation manner,

The obtaining unit is further configured to obtain the score of the first preset mobile application on each mobile device among the m mobile devices, wherein the m mobile devices do not include the first mobile device;

The update unit is further configured to add the sum of the scores of the first preset mobile application on the m mobile devices to the update value of the score of the first preset mobile application on the first mobile device An application value index of the first preset mobile application is obtained, wherein the application value index of the first preset mobile application is used to represent the application value of the first preset mobile application.

Combining the third aspect to any of the fourth possible implementation manners of the third aspect, in a sixth possible implementation manner,

The update unit is further configured to update the initial score values of other preset mobile applications currently installed on the first mobile device according to the score increment, and obtain other preset mobile applications currently installed on the first mobile device. The score update value of the preset mobile application, adding the score update value of each preset mobile application currently installed on the first mobile device to obtain the update value of the user expert index of the first mobile device, wherein the Other preset mobile applications currently installed on the first mobile device are all other preset mobile applications currently installed on the first mobile device except the first preset mobile application, and the user of the first mobile device The updated value of the expert index is used to represent the updated value of the first mobile device's identification of the overall application value of all preset mobile applications currently installed on the first mobile device.

Combining the third aspect to any of the sixth possible implementation manners of the third aspect, in the seventh possible implementation manner,

The update unit is further configured to multiply the score update value of the first preset mobile application by an initial value parameter to obtain the next score initial value of the first preset mobile application, and set the first preset The initial scoring value of the mobile application is replaced with the next initial scoring value of the first preset mobile application.

In a fourth aspect, a first mobile device includes:

A recording unit, configured to record the last installation time and the last uninstallation time of each preset mobile application on the first mobile device, and the preset mobile application is a mobile application that needs scoring;

a sending unit, configured to generate an operation record and send the operation record to the score update device, so that the score update device obtains an uninstall record of at least one uninstalled application according to the operation record, the operation record including the first mobile The last installation time and the last uninstallation time of each preset mobile application on the device, or generate an uninstall record of the at least one uninstalled application, and send the uninstall record of the at least one uninstalled application to the score updating device , so that the score updating device acquires a score increment according to the uninstall record of the at least one uninstalled application, where the at least one uninstalled application is a preset mobile application uninstalled on the first mobile device.

With reference to the fourth aspect, in a first possible implementation manner, the sending unit is further configured to, for the i-th preset mobile application in each preset mobile application on the first mobile device, if the When the time difference between the last installation time and the last uninstallation time of the i-th preset mobile application is greater than a preset threshold, the i-th preset mobile application is regarded as an uninstalled application, and the i-th preset mobile application The operation record of the application is used as the uninstallation record of the ith preset mobile application, where i is a positive integer.

In the method and device for updating scores provided by the embodiments of the present invention, the uninstallation record of at least one uninstalled application is obtained by acquiring the initial score value of the first preset mobile application installed on the first mobile device, and according to the at least one uninstalled application's The uninstallation record obtains the score increment, updates the initial score value of the first preset mobile application according to the score increment, and obtains the updated score value of the first preset mobile application, which can more accurately reflect the application value of the mobile application to the user.

Description of drawings

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following will briefly introduce the accompanying drawings that need to be used in the description of the embodiments. Obviously, the accompanying drawings in the following description are only of the present invention. For some embodiments, those of ordinary skill in the art can also obtain other drawings based on these drawings without any creative effort.

Fig. 1 is a schematic flow chart of a score update method provided by an embodiment of the present invention;

Fig. 2 is a schematic flow chart of another score updating method provided by an embodiment of the present invention;

Fig. 3 is a schematic flow chart of a score updating method provided by another embodiment of the present invention;

Fig. 4 is a schematic diagram of the impact effect of ranking users on mobile application rankings provided by the embodiment of the present invention;

FIG. 5 is a schematic structural diagram of a score updating device provided by an embodiment of the present invention;

FIG. 6 is a schematic structural diagram of a first mobile device provided by an embodiment of the present invention;

FIG. 7 is a schematic structural diagram of a score updating device provided by another embodiment of the present invention;

Fig. 8 is a schematic structural diagram of a first mobile device provided by another embodiment of the present invention.

Detailed ways

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.

An embodiment of the present invention provides a score updating method. Optionally, the method in this embodiment is executed by a score updating device. Optionally, the score updating device may be a server in a communication system, or a certain network unit or Electronic equipment, for this, the present invention is not limited, as shown in Fig. 1, comprises the following steps:

101. Acquire an initial score value of a first preset mobile application installed on a first mobile device.

Wherein, the initial score value of the first preset mobile application is used to represent the initial value of the first mobile device's identification of the application value of the first preset mobile application, the first preset mobile application belongs to the default mobile application, and the default mobile application For mobile applications that require ratings.

Here, the preset mobile application can be a popular mobile application or a mobile application that is expected to be promoted. Score such mobile applications and select a mobile application with high application value to recommend to the user. Which mobile applications are specifically included in the preset mobile application, It can be set according to specific conditions, and the present invention does not limit it.

102. Obtain an uninstallation record of at least one uninstalled application.

The at least one uninstalled application is a preset mobile application uninstalled on the first mobile device.

Optionally, the uninstall record of at least one uninstalled application is included in the user model parameters of the first mobile device. Of course, the user model parameters may also include other content, such as mobile phone model, memory, screen size, installation records of mobile applications, etc. The present invention does not limit other contents included in the user model parameters.

103. Acquire a score increment according to an uninstall record of at least one uninstalled application.

Optionally, after the first mobile device uninstalls an application, the weighted latest score of the uninstalled application before uninstallation is evenly distributed to the preset mobile applications currently still installed and used on the first mobile device, and distributed to each The score value for the default mobile app is the rating increment. Certainly, the weighted sum of the scores of multiple uninstalled applications may be evenly distributed to the preset mobile applications currently installed and used on the first mobile device, which is not limited in the present invention. Further optionally, on the first mobile device, if the time difference between the last installation time and the last uninstallation time of the i-th preset mobile application is greater than a preset threshold, then the i-th preset mobile application is used as the An uninstall application during the update process, i is a positive integer, otherwise, if the time difference between the last installation time and the last uninstallation time of a preset mobile application is less than or equal to the preset threshold, it may be a malicious refresh operation record, constantly Repeated installation and uninstallation can improve the user's rating of the preset mobile application, and setting the preset threshold can well avoid malicious brushing of the list, resulting in data that cannot truly reflect the user's evaluation of the mobile application.

Specifically, optionally, obtaining the score increment includes: obtaining the score of at least one uninstalled application, where the score of at least one uninstalled application is used to represent the identification of the application value of the at least one uninstalled application by the first mobile device before uninstallation, according to the first formula Calculate the score increment, where ΔP is the score increment, P _x is the score of at least one uninstalled application, and n is the number of preset mobile applications currently installed on the first mobile device. Preferably, when at least one uninstalled application is When multiple, the score of at least one uninstalled application is the sum of the scores of each uninstalled application in the at least one uninstalled application. Of course, the score of at least one uninstalled application can also be calculated by other methods, which is not limited in the present invention.

104. Update the initial score value of the first preset mobile application according to the score increment, and acquire the updated score value of the first preset mobile application.

Wherein, the score update value of the first preset mobile application is used to represent the update value of the first mobile device's identification of the application value of the first preset mobile application.

Optionally, the score increment and the initial score value of the first preset mobile application are added to obtain the score update value of the first preset mobile application.

Preferably, updating the initial score value of the first preset mobile application includes: obtaining the initial value of the user expert index of the first mobile device, and the initial value of the user expert index of the first mobile device is used to indicate that the first mobile device The initial value of the overall application value identification of all preset mobile applications currently installed on the mobile device. Calculate the score update value of the first preset mobile application according to the second formula f=a+ΔP U, wherein f is the score update value of the first preset mobile application, and a is the score initial value of the first preset mobile application, ΔP is the scoring increment, and U is the initial value of the user expert index of the first mobile device. Further optionally, the initial value of the user expert index is the sum of the initial scores of all preset mobile applications currently installed on the first mobile device. Of course, the initial value of the user expert index can also be calculated by other methods. In short, the initial value of the user expert index It is the initial value for overall identification of all preset mobile applications currently installed on the first mobile device, and the present invention does not limit the specific calculation method of the initial value of the user expert index.

Optionally, the score update method provided in this embodiment can perform a cyclic operation, and after obtaining the score update value of the first preset mobile application, use the score update value of the first preset mobile application as the initial value for the next update, or , the score update value of the first preset mobile application is normalized, that is, the score update value of the first preset mobile application is multiplied by the initial value parameter to obtain the next score initial value of the first preset mobile application, and multiplied by The initial value parameter can effectively control the order of magnitude of the first preset mobile application score, and avoid the value of the first preset mobile application score increasing with the superposition of update times, which will cause inconvenience to data processing.

By updating the score of the preset mobile application from the user's uninstall operation, the user's score for a preset mobile application can be truly reflected, so that the user's score for the preset mobile application collected can better represent the preset mobile application. Set the application value of the mobile application to the user.

In the score update method provided by the embodiments of the present invention, by acquiring the initial score value of the first preset mobile application installed on the first mobile device, the uninstallation record of at least one uninstalled application is obtained, and the score is obtained according to the uninstallation record of at least one uninstalled application The increment is to update the initial score value of the first preset mobile application according to the score increment, and obtain the updated score value of the first preset mobile application, which can more accurately reflect the application value of the mobile application to the user.

Embodiments of the present invention provide another score update method, which is applied to the user side, and the method is executed by the first mobile device, as shown in FIG. 2 , including the following steps:

201. The first mobile device records the last installation time and the last uninstallation time of each preset mobile application on the first mobile device.

Optionally, the preset mobile application is a mobile application that needs to be rated.

202. The first mobile device generates an operation record and sends the operation record to the score update device, or, the first mobile device generates an uninstall record of at least one uninstalled application and sends the uninstall record of at least one uninstalled application to the score update device.

Wherein, the operation record includes the last installation time and the last uninstallation time of each preset mobile application on the first mobile device, at least one uninstalled application is the preset mobile application uninstalled on the first mobile device, and optionally, there is one less An uninstall record of an uninstalled application may be included in the user model parameter.

The first mobile device sends the operation records or user model parameters to the score update device, so that the score update device obtains the user model parameters according to the operation records, or the score update device directly obtains the score increment according to the user model parameters, and then according to the score increment The preset mobile application rating on the first mobile device is updated.

Optionally, for the i-th preset mobile application in each preset mobile application on the first mobile device, if the time difference between the last installation time and the last uninstallation time of the i-th preset mobile application is greater than the preset Threshold, the i-th preset mobile application is taken as an uninstalled application, and the operation record of the i-th preset mobile application is added to the user model parameter as the uninstall record of the i-th preset mobile application, where i is positive integer. Of course, acquiring the user model parameters according to the operation records can also be performed by the score updating device, which is not limited in the present invention.

In the score update method provided by the embodiment of the present invention, the first mobile device records the last installation time and last uninstallation time of each preset mobile application on the first mobile device, generates an operation record and sends the operation record to score update The device, or generating at least one uninstallation record of the uninstalled application and sending the at least one uninstallation record of the uninstalled application to the score update device can more accurately reflect the application value of the mobile application to the user.

With reference to the embodiments corresponding to FIG. 1 and FIG. 2, another embodiment of the present invention provides a score update method. Optionally, the score update method is applied to servers and mobile devices in a network communication system. Of course, the score update method of the present invention The score update method can also be applied to other suitable application scenarios. This embodiment only uses servers and mobile devices as examples for illustration, and does not mean that the present invention is limited thereto. Referring to FIG. 3 , it includes the following steps:

301. The server obtains an initial score value of a preset mobile application on the mobile device.

Wherein, the preset mobile application is a mobile application that needs to be scored, and the server sets an initial value for the score of the preset mobile application on the mobile device. Optionally, the initial score value can be the current score value of the preset mobile application, or a new value. The initial value of the setting is not limited in the present invention. The score of the preset mobile application reflects the identification of the preset mobile application installed on the single mobile device, that is, it reflects the application value of the preset mobile application to the single mobile device.

Here, optionally, initial values may be assigned to the user expert index and the application value index. The user expert index represents the overall application value identification of a single mobile device for all preset mobile applications installed on it. The application value index reflects the application value of a single preset mobile application for a group of mobile devices, and can also be understood as an application value index It can objectively represent the application value of a preset mobile application. Optionally, the initial value of the user expert index can be the sum of the initial scoring values of all preset mobile applications on the mobile device. Of course, the user expert index can also be calculated in other ways, or directly set, which is not limited by the present invention . The initial value of the application value index may be the sum of the initial values of individual preset mobile application ratings on multiple mobile devices, or may be calculated by other methods, or directly set. The user expert index and application value index are set as initial values in order to generate a new user expert index and application value index, thereby avoiding that the previous user expert index and application value index cannot be compared with the existing one due to changes in the hardware or system of the mobile device. The matching situation of mobile devices ensures the real-time update of user expert index and application value index.

302. The server acquires user model parameters of the mobile device.

Wherein, the user model parameters include an uninstallation record of at least one uninstalled application, and the at least one uninstalled application is a preset mobile application uninstalled on the mobile device.

Optionally, the mobile device can be a mobile phone. Specifically, user model parameters can also include other content, such as mobile phone model, memory, screen size, mobile phone number and service information corresponding to the number, and mobile application installation records. Other content included in the model parameters is not limited in the present invention. Optionally, before the server obtains the user model parameters, it needs to use the authentication information to obtain the authorization of the mobile phone user, because the user model parameters in this embodiment may include sensitive data such as the mobile phone number and the service information corresponding to the number , so before obtaining the user model parameters, first obtain the user's authorization through the user's authentication information, and then obtain the user model parameters after successfully obtaining the user's authorization. Optionally, the mobile device may send its own user model parameters to the server.

Exemplarily, the authorization process may include: the server sends an authentication request to the mobile device according to the user's authentication information, and the authentication request may be displayed on the authorization acquisition interface on the screen of the mobile phone, so that the user can perform corresponding authorization operations according to the authorization acquisition interface , the permission information may be the permission obtained from the network side when the mobile device user registers.

303. The server acquires a score increment according to the user model parameter.

Optionally, obtaining the score increment includes: obtaining the score of at least one uninstalled application, where the score of at least one uninstalled application is used to represent the mobile device's identification of the application value of the at least one uninstalled application before uninstallation, according to the first formula Calculate the score increment, where ΔP is the score increment, P _x is the score of at least one uninstalled application, and n is the number of preset mobile applications currently installed on the first mobile device. When there are multiple at least one uninstalled application, the score of the at least one uninstalled application is the sum of the scores of each uninstalled application in the at least one uninstalled application. Of course, other calculation methods may also be used to obtain the scoring increment. Here, the first formula is only a specific algorithm provided by this embodiment, which does not mean that this embodiment is limited thereto.

Here, optionally, a preset mobile application whose last installation time and last uninstallation time are greater than a preset threshold is used as an uninstalled application, for example, 5 days is used as the update cycle, and the preset mobile application is installed and uninstalled within 5 days Mobile apps are not added to the user model parameters as uninstalled apps, apps installed before the 5-day cycle of this update, and default mobile apps uninstalled within the 5-day cycle are added to the user model parameters as uninstalled apps . In this way, it is possible to well avoid malicious brushing of the list, causing the data to not truly reflect the user's evaluation of the mobile application. As shown in Figure 4, Figure 4 reflects the impact of ranking users on mobile applications.

304. The server updates the initial score value of the preset mobile application according to the score increment to obtain an updated score value of the preset mobile application.

Preferably, the score update value of the preset mobile application is calculated according to the second formula f=a+ΔP U, where f is the score update value of the preset mobile application, a is the initial score value of the preset mobile application, and ΔP is Score increment, U is the initial value of the user expert index of the mobile device. Of course, the second formula here is only a preferred calculation method provided by this embodiment, and it does not mean that the present invention can only use the second formula for calculation, and the present invention does not limit the specific algorithm used when updating the score.

305. The server updates the initial value of the user expert index and the initial value of the application value index.

Specifically, optionally, in the first aspect, for a mobile device, through the method described in step 304, the initial score value of each preset mobile application on the mobile device is updated to obtain the score update value of each preset mobile application , the updated value of the user expert index is obtained by adding the updated ratings of each preset mobile application. Of course, the update value of the user expert index can also be calculated by other calculation methods, which is not limited in the present invention.

In the second aspect, for a preset mobile application, through the method described in step 304, the initial score value of the preset mobile application on the mobile device installed with the preset mobile application is updated, and the score value of the preset mobile application on each mobile device is obtained. For the update value of the score of the preset mobile application, the update value of the application value index of the preset mobile application is obtained by adding the update value of the score of the mobile application on each mobile device. Of course, the update value of the application value index can also be calculated by other calculation methods, which is not limited in the present invention.

Exemplarily, in conjunction with steps 301-305, the user expert index u and the application value index y are initialized:

After initialization, allocate temporary storage for each mobile app:

^u=u

After completing the allocation of temporary storage space, update the user expert index u and the application value index y: firstly, reset the scores of the preset mobile applications according to the different behaviors of the mobile device users on the same preset mobile application. The reset scores of the preset mobile applications are normalized respectively to generate an updated user expert index u corresponding to each preset mobile application, and the reset scores of all preset mobile applications on the mobile device are accumulated to generate an update After the application value index y. which is:

After completing the calculation, standardize the application value index;

Then the operation result is obtained, that is, the update value of the user expert index and the update value of the application value index are generated.

In this algorithm, u _i , u _k , u _j are the temporary values of the user expert index u, y _i is the temporary value of the application value index y, F(x) represents the function of installing and searching the mobile application and G( x) represents the function of uninstalling the mobile application. Certainly, this algorithm is only exemplary, and is not limited in the present invention.

Optionally, the score update method provided by the embodiment of the present invention can be used for recommendation of mobile applications. Specifically, during the implementation process, the server will score each mobile application. After updating the user expert index and application value index:

401. The server detects whether fluctuations of the generated user expert index and application value index are within a preset range.

402. If fluctuations of the generated user expert index and application value index are within a preset range, score the mobile application according to the generated user expert index and application value index.

Exemplarily, a HITS-like (Hypeilink-induced Topic Search) algorithm or an error backpropagation algorithm may be used to iteratively score each mobile application, and a scoring result and ranking corresponding to each mobile application may be generated.

Optionally, if the fluctuations of the generated user expert index and application value index are not within the preset range, the user expert index and application value index are updated again until the fluctuations of the generated user expert index and application value index are within the preset range. within range.

403. Recommend mobile applications according to the scoring results and rankings corresponding to each mobile application, generate a recommended mobile application list, and send the recommended mobile application list to the user.

Exemplarily, the server may send the user a list of recommended mobile applications matching the mobile phone according to the user model, or the user may generate a list of recommended mobile applications corresponding to the target application that the user is searching for when searching for mobile applications, and send The recommended mobile application list is sent to the user.

It is worth noting that for the same mobile application, its application value index is the same on different devices, but due to different user model parameters, the ranking of the same mobile application on different mobile devices can be the same or different.

Optionally, after step 403, it may also include:

404. Utilize the generated user expert index and application value index to update the user database.

Specifically, the user database includes user model parameters, user expert index and application value index.

If the user is a new user, a user database corresponding to the user registration information will be established after the user completes the registration, and the generated user expert index and application value index will be stored in the user database for the next user expert index and application value index. Before the application value index is updated, a list of recommended mobile applications is sent to the user according to the user expert index and the application value index in the user database.

Exemplarily, the server can also generate a user database based on the user database to match with the user database of the currently registered user, generate a list of users with high similarity, and obtain mobile application usage records of users with high similarity according to the list.

The current registered users can also be ranked according to the user database to generate a user ranking list, so that the current registered users can obtain the mobile application usage records of the users in the user ranking list.

Of course, the score update method provided by the embodiment of the present invention can also be applied to other scenarios, not just recommending mobile applications to users. Here, it is just an example to illustrate the use of the score update method provided by the embodiment of the present invention, and does not represent this The invention is limited thereto.

In the score update method provided by the embodiments of the present invention, by acquiring the initial score value of the first preset mobile application installed on the first mobile device, the uninstallation record of at least one uninstalled application is obtained, and the score is obtained according to the uninstallation record of at least one uninstalled application The increment is to update the initial score value of the first preset mobile application according to the score increment, and obtain the updated score value of the first preset mobile application, which can more accurately reflect the application value of the mobile application to the user.

In conjunction with the above-mentioned embodiment corresponding to FIG. 1 , an embodiment of the present invention provides a score update device for performing the score update method described in the above-mentioned embodiment corresponding to FIG. 1 , as shown in FIG. 5 , the score update device 50 It includes: an acquiring unit 501 and an updating unit 502 .

Wherein, the obtaining unit 501 is configured to obtain the initial score value of the first preset mobile application installed on the first mobile device, wherein the initial score value of the first preset mobile application is used to indicate that the first mobile device has a high rating for the first preset mobile application. Assuming an initial value of the application value identification of the mobile application, the first default mobile application belongs to the default mobile application, and the default mobile application is a mobile application that needs to be rated.

The acquiring unit 501 is further configured to acquire an uninstallation record of at least one uninstalled application, where the at least one uninstalled application is a preset mobile application uninstalled on the first mobile device.

The acquiring unit 501 is further configured to acquire a score increment according to an uninstall record of at least one uninstalled application.

The updating unit 502 is configured to update the initial scoring value of the first preset mobile application according to the scoring increment acquired by the acquiring unit 501, and acquire the updated scoring value of the first preset mobile application, wherein the first default mobile application's The score update value is used to represent the update value of the first mobile device's identification of the application value of the first preset mobile application.

The score updating device provided by the embodiment of the present invention acquires the uninstallation record of at least one uninstalled application by acquiring the initial score value of the first preset mobile application installed on the first mobile device, and acquires the score according to the uninstallation record of at least one uninstalled application The increment is to update the initial score value of the first preset mobile application according to the score increment, and obtain the updated score value of the first preset mobile application, which can more accurately reflect the application value of the mobile application to the user.

Optionally, in an application scenario, the acquiring unit 501 includes a receiving subunit 5011 and a calculating subunit 5012 .

Specifically, the receiving subunit 5011 is configured to receive the operation record sent by the first mobile device. The operation record includes the last installation time and the last uninstallation time of each preset mobile application on the first mobile device. For each preset For the i-th preset mobile application in the mobile application, if the time difference between the last installation time and the last uninstallation time of the i-th preset mobile application is greater than the preset threshold, the i-th preset mobile application is regarded as an uninstalled application, The operation record of the i-th preset mobile application is used as the uninstallation record of the i-th preset mobile application, where i is a positive integer.

The obtaining unit 501 is further configured to obtain a score of at least one uninstalled application, where the score of at least one uninstalled application is used to indicate the identification of the application value of the at least one uninstalled application by the first mobile device before uninstallation.

Calculation subunit 5012, for according to the first formula Calculate the score increment, where △P is the score increment, P _x is the score of at least one uninstalled application, n is the number of preset mobile applications currently installed on the first mobile device, when at least one uninstalled application is multiple , the score of the at least one uninstalled application is the sum of the scores of each uninstalled application in the at least one uninstalled application.

Optionally, the obtaining unit 501 is further configured to obtain an initial value of the user expert index of the first mobile device, and the initial value of the user expert index of the first mobile device is used to indicate that the first mobile device has a complete understanding of all the information currently installed on the first mobile device. The initial value of the overall application value identification of the default mobile application.

The update unit 502 is further configured to calculate the score update value of the first preset mobile application according to the second formula f=a+ΔP U, where f is the score update value of the first preset mobile application, and a is the first preset score The initial value of the rating of the mobile application, △P is the rating increment, and U is the initial value of the user expert index of the first mobile device.

Optionally, the acquiring unit 501 is further configured to acquire the initial scoring value of each preset mobile application among other preset mobile applications currently installed on the first mobile device, and move each preset mobile application currently installed on the first mobile device to The initial value of the score of the application is added to obtain the initial value of the user expert index of the first mobile device, wherein, the other preset mobile applications currently installed on the first mobile device are those other than the first preset mobile application currently installed on the first mobile device. All other default mobile apps.

Optionally, the obtaining unit 501 is further configured to obtain the score of the first preset mobile application on each of the m mobile devices, wherein the m mobile devices do not include the first mobile device.

The update unit 502 is further configured to add the sum of the scores of the first preset mobile application on the m mobile devices to the update value of the score of the first preset mobile application on the first mobile device to obtain the application of the first preset mobile application The value index, wherein the application value index of the first preset mobile application is used to represent the application value of the first preset mobile application.

Optionally, the update unit 502 is further configured to update the initial score values of other preset mobile applications currently installed on the first mobile device according to the score increment, and obtain other preset mobile applications currently installed on the first mobile device. Application score update value, the update value of the user expert index of the first mobile device is obtained by adding the score update value of each preset mobile application currently installed on the first mobile device, wherein, the other currently installed on the first mobile device The default mobile application is all other preset mobile applications currently installed on the first mobile device except the first default mobile application, and the update value of the user expert index of the first mobile device is used to represent the first mobile device's influence on the first mobile device. The updated value of the overall App Value Discrimination for all preset mobile apps currently installed on the device.

Optionally, the update unit 502 is further configured to multiply the score update value of the first default mobile application by the initial value parameter to obtain the next initial score value of the first preset mobile application, and to multiply the score update value of the first preset mobile application The initial scoring value is replaced with the next initial scoring value of the first preset mobile application.

The score updating device provided by the embodiment of the present invention acquires the uninstallation record of at least one uninstalled application by acquiring the initial score value of the first preset mobile application installed on the first mobile device, and acquires the score according to the uninstallation record of at least one uninstalled application The increment is to update the initial score value of the first preset mobile application according to the score increment, and obtain the updated score value of the first preset mobile application, which can more accurately reflect the application value of the mobile application to the user.

In conjunction with the above-mentioned embodiment corresponding to FIG. 2 , an embodiment of the present invention provides a first mobile device for performing the score update method described in the above-mentioned embodiment corresponding to FIG. 2 , as shown in FIG. 6 , the score update device 60 includes: a recording unit 601 and a sending unit 602 .

Wherein, the recording unit 601 is configured to record the last installation time and the last uninstallation time of each preset mobile application on the first mobile device, and the preset mobile application is a mobile application that needs to be rated.

The sending unit 602 is configured to generate an operation record and send the operation record to the score update device, so that the score update device obtains an uninstall record of at least one uninstalled application according to the operation record, and the operation record includes each preset mobile application on the first mobile device The last installation time and the last uninstallation time, or generate at least one uninstall record of the uninstalled application, and send the at least one uninstall record of the uninstalled application to the score update device, so that the score update device obtains the score according to the at least one uninstall record of the uninstall application Incrementally, at least one uninstalled application is a preset mobile application uninstalled on the first mobile device.

Optionally, the sending unit 602 is further configured to, for the i-th preset mobile application in each preset mobile application on the first mobile device, if the last installation time of the i-th preset mobile application is the same as the last time When the time difference between the uninstallation times is greater than the preset threshold, the i-th preset mobile application is regarded as an uninstalled application, and the operation record of the i-th preset mobile application is used as the uninstallation record of the i-th preset mobile application, where i is positive integer.

The first mobile device provided by the embodiment of the present invention generates an operation record by recording the last installation time and the last uninstallation time of each preset mobile application on the first mobile device, and sends the operation record to the score updating device, or Generating at least one uninstallation record of the uninstalled application and sending the at least one uninstallation record of the uninstalled application to the score updating device can more accurately reflect the application value of the mobile application to the user.

Another embodiment of the present invention provides a score update device 7001, as shown in Figure 7, the device can be embedded or itself is a micro-processing computer, such as: a general-purpose computer, a custom machine, a mobile phone terminal or a tablet computer and other portable devices, The score update device 7001 includes: at least one processor 7011, memory 7012, bus 7013 and receiver 7014, the at least one processor 7011, memory 7012 and receiver 7014 are connected through the bus 7013 and complete mutual communication.

The bus 7013 may be an ISA (Industry Standard Architecture, industry standard architecture) bus, a PCI (Peripheral Component, external device interconnection) bus, or an EISA (Extended Industry Standard Architecture, extended industry standard architecture) bus, etc. The bus 7013 can be divided into address bus, data bus, control bus and so on. For ease of representation, only one thick line is used in FIG. 7 , but it does not mean that there is only one bus or one type of bus. in:

The memory 7012 is used to execute the application program code of the solution of the present invention, and the application program code for executing the solution of the present invention is stored in the memory and executed under the control of the processor 7011 .

The memory can be read-only memory ROM or other types of static storage devices that can store static information and instructions, random access memory RAM or other types of dynamic storage devices that can store information and instructions, or can be electrically erasable and programmable EEPROM read-only memory, CD-ROM or other optical disk storage, optical disk storage (including compact disk, laser disk, optical disk, digital versatile disk, Blu-ray disk, etc.), magnetic disk storage medium or other magnetic storage devices, or can be used for Any other medium that carries or stores desired program code in the form of instructions or data structures and that can be accessed by a computer, but is not limited thereto. These memories are connected to the processor via a bus.

The processor 7011 may be a central processing unit 7011 (Central Processing Unit, referred to as CPU), or a specific integrated circuit (Application Specific Integrated Circuit, referred to as ASIC), or configured to implement one or more of the embodiments of the present invention integrated circuit.

The processor 7011 is used to call the program code in the memory 7012 to execute the operations of the acquisition unit and the update unit in the above-mentioned device embodiment corresponding to FIG. 5 . For specific description, refer to the device embodiment corresponding to FIG. 5 , which will not be repeated here.

The score updating device provided by the embodiment of the present invention acquires the uninstallation record of at least one uninstalled application by acquiring the initial score value of the first preset mobile application installed on the first mobile device, and acquires the score according to the uninstallation record of at least one uninstalled application The increment is to update the initial score value of the first preset mobile application according to the score increment, and obtain the updated score value of the first preset mobile application, which can more accurately reflect the application value of the mobile application to the user.

Another embodiment of the present invention provides a first mobile device 8001, as shown in FIG. 8, the device can be embedded or itself is a micro-processing computer, such as: a general-purpose computer, a custom machine, a mobile phone terminal or a tablet computer and other portable devices , the first mobile device 8001 includes: at least one processor 8011, memory 8012, bus 8013 and transmitter 8014, the at least one processor 8011, memory 8012 and transmitter 8014 are connected through the bus 8013 and complete mutual communication.

The bus 8013 may be an ISA (Industry Standard Architecture, industry standard architecture) bus, a PCI (Peripheral Component, external device interconnection) bus, or an EISA (Extended Industry Standard Architecture, extended industry standard architecture) bus, etc. The bus 8013 can be divided into address bus, data bus, control bus and so on. For ease of representation, only one thick line is used in FIG. 8 , but it does not mean that there is only one bus or one type of bus. in:

The memory 8012 is used to execute the application program code of the solution of the present invention, and the application program code for executing the solution of the present invention is stored in the memory and executed under the control of the processor 8011 .

The memory can be read-only memory ROM or other types of static storage devices that can store static information and instructions, random access memory RAM or other types of dynamic storage devices that can store information and instructions, or can be electrically erasable and programmable EEPROM read-only memory, CD-ROM or other optical disk storage, optical disk storage (including compact disk, laser disk, optical disk, digital versatile disk, Blu-ray disk, etc.), magnetic disk storage medium or other magnetic storage devices, or can be used for Any other medium that carries or stores desired program code in the form of instructions or data structures and that can be accessed by a computer, but is not limited thereto. These memories are connected to the processor via a bus.

The processor 8011 may be a central processing unit 8011 (Central Processing Unit, referred to as CPU), or a specific integrated circuit (Application Specific Integrated Circuit, referred to as ASIC), or configured to implement one or more of the embodiments of the present invention integrated circuit.

The processor 8011 is used to call the program code in the memory 8012 to execute the operations of the recording unit and the sending unit in the above-mentioned device embodiment corresponding to FIG. 6 . For a specific description, refer to the device embodiment corresponding to FIG.

The first mobile device provided by the embodiment of the present invention generates an operation record by recording the last installation time and the last uninstallation time of each preset mobile application on the first mobile device, and sends the operation record to the score updating device, or Generating at least one uninstallation record of the uninstalled application and sending the at least one uninstallation record of the uninstalled application to the score updating device can more accurately reflect the application value of the mobile application to the user.

The above is only a specific embodiment of the present invention, but the scope of protection of the present invention is not limited thereto. Anyone skilled in the art can easily think of changes or substitutions within the technical scope disclosed in the present invention. Should be covered within the protection scope of the present invention. Therefore, the protection scope of the present invention should be determined by the protection scope of the claims.

Claims (20)

1. a kind of scoring update method, which is characterized in that including：

Obtain the scoring initial value for the first default mobile application installed in first movement equipment, wherein the described first default movement The scoring initial value of application is used to indicate what the first movement equipment differentiated the application value of the described first default mobile application Initial value, the first default mobile application belong to default mobile application, and the default mobile application is the movement for needing to score Using；

The unloading record of at least one unloading application is obtained, at least one unloading application is to be unloaded in the first movement equipment The default mobile application carried；

Scoring increment is obtained according to the unloading record of at least one unloading application；

User according to the scoring increment, the scoring initial value of the first default mobile application and first movement equipment is special Family's index initial value, is updated the scoring initial value of the described first default mobile application, obtains the first default mobile application Scoring updated value, wherein the scoring updated value of the first default mobile application is for indicating the first movement equipment pair The updated value that the application value of the first default mobile application differentiates, user expert's index initial value of the first movement equipment For indicating entirety of the first movement equipment to all default mobile applications being currently installed in the first movement equipment The initial value that application value differentiates.

2. according to the method described in claim 1, it is characterized in that, it is described obtain it is at least one unloading application unloading record, Including：

The operation note that the first movement equipment is sent is received, the operation note includes each in the first movement equipment The last time set-up time of a default mobile application and last time discharge time, for each described default mobile application In i-th of default mobile application, if the last time set-up time of i-th of default mobile application with last time unload Between time difference be more than predetermined threshold value, then will described i-th default mobile application as one unloading apply, by described i-th Unloading record of the operation note of default mobile application as described i-th default mobile application, wherein i is positive integer.

3. method according to claim 1 or 2, which is characterized in that the unloading according at least one unloading application It records record and obtains scoring increment, including：

The scoring of at least one unloading application is obtained, the scoring of at least one unloading application is for indicating described first Mobile device applies at least one unloading the discriminating of the application value before unloading；

According to the first formulaThe scoring increment is calculated, wherein △ P are the scoring increment, P_xIt is described at least one The scoring of application is unloaded, n is the number for the default mobile application being currently installed in the first movement equipment, when described at least one When a unloading application is multiple, the scoring of at least one unloading application is that each at least one unloading application is unloaded Carry the sum of the scoring of application.

4. method according to claim 1 or 2, which is characterized in that it is described according to the scoring increment, it is described first default The scoring initial value of mobile application and user expert's index initial value of first movement equipment, to the described first default mobile application Scoring initial value be updated, obtain the scoring updated value of the first default mobile application, including：

Obtain user expert's index initial value of the first movement equipment；

Calculate the scoring updated value of the described first default mobile application according to the second formula f=a+ Δs PU, wherein f is described the The scoring updated value of one default mobile application, a are the scoring initial value of the described first default mobile application, and △ P increase for the scoring Amount, U are user expert's index initial value of the first movement equipment.

5. according to the method described in claim 4, it is characterized in that, the user expert for obtaining the first movement equipment refers to Number initial value, including：

Obtain the scoring of each default mobile application in other default mobile applications that the first movement equipment is currently installed on The scoring initial value for each the default mobile application being currently installed in the first movement equipment is added to obtain described the by initial value User expert's index initial value of one mobile device, wherein other default mobile applications that the first movement equipment is currently installed on All default mobile applications of other in addition to the described first default mobile application being currently installed on for the first movement equipment.

6. according to the method described in claims 1 or 2 or 5, which is characterized in that the acquisition first default mobile application After the updated value that scores, the method further includes：

In m mobile device, the scoring of the first default mobile application in each mobile device is obtained, wherein the m A mobile device does not include the first movement equipment；

By the sum of scoring of the first default mobile application in the m mobile device with it is described in the first movement equipment The scoring updated value of first default mobile application is added to obtain the application value index of the described first default mobile application, wherein The application value index of the first default mobile application is used to indicate the application value of the described first default mobile application.

7. according to the method described in claims 1 or 2 or 5, which is characterized in that the method further includes：

According to the scoring increment, to the scoring initial value for other the default mobile applications being currently installed in the first movement equipment It is updated, obtains the scoring updated value for other the default mobile applications being currently installed in the first movement equipment, wherein institute It states other the default mobile applications being currently installed in first movement equipment and removes institute for what is be currently installed in the first movement equipment State other all default mobile applications other than the first default mobile application；

The scoring updated value for each the default mobile application being currently installed in the first movement equipment is added to obtain described User expert's index update value of first movement equipment, wherein user expert's index update value of the first movement equipment is used It is answered in the entirety of all default mobile applications of the expression first movement equipment to being currently installed in the first movement equipment The updated value differentiated with value.

8. according to the method described in claims 1 or 2 or 5, which is characterized in that the acquisition first default mobile application After the updated value that scores, further include：

The scoring updated value of described first default mobile application is multiplied with initial parameter and obtains the first default mobile application Scoring initial value next time, the scoring initial value of the described first default mobile application is replaced with into the described first default mobile application Score initial value next time.

9. a kind of scoring update method, which is characterized in that including：

First movement equipment record in the first movement equipment each default mobile application the last time set-up time and Last time discharge time, the default mobile application are the mobile application for needing to score；

The first movement equipment generates operation note and the operation note is sent to scoring more new equipment, so as to institute's commentary The unloading that more new equipment obtains at least one unloading application according to the operation note is divided to record, the operation note is including described in The last time set-up time of each default mobile application and last time discharge time in first movement equipment, or；

The first movement equipment generates the unloading record of at least one unloading application, and at least one unloading is answered Unloading record is sent to the scoring more new equipment, so that the scoring more new equipment is answered according at least one unloading Unloading record obtains scoring increment, and according to the scoring increment, the scoring initial value of the first default mobile application, Yi Ji User expert's index initial value of one mobile device, is updated the scoring initial value of the described first default mobile application, obtains institute State the scoring updated value of the first default mobile application, wherein the scoring updated value of the first default mobile application is for indicating The updated value that the first movement equipment differentiates the application value of the described first default mobile application, the first movement equipment User expert's index initial value be used to indicate that the first movement equipment to be all to what is be currently installed in the first movement equipment The initial value that the overall applicability value of default mobile application differentiates, at least one unloading application is the first movement equipment The default mobile application of upper unloading.

10. according to the method described in claim 9, it is characterized in that, the first movement equipment generates described at least one unload The unloading record of application is carried, including：

I-th of default mobile application in mobile application is preset for each in the first movement equipment, if described i-th The last time set-up time of a default mobile application is more than predetermined threshold value with the time difference of last time discharge time, then by institute I-th of default mobile application is stated as a unloading application, using the operation note of described i-th default mobile application as described in The unloading record of i-th of default mobile application, wherein i is positive integer.

11. a kind of scoring more new equipment, which is characterized in that including：

Acquiring unit, the scoring initial value for obtaining the first default mobile application installed in first movement equipment, wherein described The scoring initial value of first default mobile application is for indicating that the first movement equipment answers the described first default mobile application The initial value differentiated with value, the first default mobile application belong to default mobile application, and the default mobile application is to need The mobile application to be scored；

The acquiring unit is additionally operable to obtain the unloading record of at least one unloading application, and at least one unloading application is The default mobile application unloaded in the first movement equipment；

The acquiring unit is additionally operable to obtain scoring increment according to the unloading record of at least one unloading application；

Updating unit, the scoring increment, the first default mobile application for being obtained according to the acquiring unit are commented User expert's index initial value of point initial value and first movement equipment, to the scoring initial value of the described first default mobile application into Row update, obtains the scoring updated value of the first default mobile application, wherein the user expert of the first movement equipment refers to Number initial values are used to indicate the first movement equipment to all default mobile applications for being currently installed in the first movement equipment The initial value that differentiates of overall applicability value, the scoring updated value of the first default mobile application is for indicating that described first moves The updated value that dynamic equipment differentiates the application value of the described first default mobile application.

12. equipment according to claim 11, which is characterized in that the acquiring unit includes receiving subelement；

The receiving subelement, the operation note sent for receiving the first movement equipment, the operation note includes institute The last time set-up time of each default mobile application and last time discharge time in first movement equipment are stated, for institute I-th of default mobile application in each default mobile application is stated, if the last time installation of i-th of default mobile application Time and the time difference of last time discharge time are more than predetermined threshold value, then using described i-th default mobile application as one Unloading application, is recorded the operation note of described i-th default mobile application as described i-th unloading for default mobile application Record, wherein i is positive integer.

13. equipment according to claim 11 or 12, which is characterized in that

The acquiring unit is additionally operable to obtain the scoring of at least one unloading application, at least one unloading application It scores and applies the discriminating of the application value before unloading at least one unloading for indicating the first movement equipment；

The acquiring unit includes computation subunit, for according to the first formulaCalculate the scoring increment, wherein △ P For the scoring increment, P_xFor the scoring of at least one unloading application, it is currently installed in the n first movement equipment The number of default mobile application, when at least one unloading application is multiple, the scoring of at least one unloading application For the sum of the scoring of each unloading application at least one unloading application.

14. equipment according to claim 11 or 12, which is characterized in that

The acquiring unit is additionally operable to obtain user expert's index initial value of the first movement equipment；

The updating unit is additionally operable to calculate the scoring of the described first default mobile application according to the second formula f=a+ Δs PU Updated value, wherein f are the scoring updated value of the described first default mobile application, and a is the scoring of the described first default mobile application Initial value, △ P are the scoring increment, and U is user expert's index initial value of the first movement equipment.

15. equipment according to claim 14, which is characterized in that

The acquiring unit is additionally operable to obtain each in other default mobile applications that the first movement equipment is currently installed on The scoring initial value of default mobile application, by the scoring for each the default mobile application being currently installed in the first movement equipment Initial value is added to obtain user expert's index initial value of the first movement equipment, wherein the first movement equipment is currently installed on Other default mobile applications be its in addition to the described first default mobile application that the first movement equipment is currently installed on His all default mobile applications.

16. according to the equipment described in claim 11 or 12 or 15, which is characterized in that

The acquiring unit, is additionally operable in m mobile device, obtains the described first default movement in each mobile device and answers Scoring, wherein the m mobile device does not include the first movement equipment；

The updating unit is additionally operable to the sum of scoring of the first default mobile application in the m mobile device and institute The scoring updated value for stating the first default mobile application in first movement equipment is added to obtain the described first default mobile application Application value index, wherein the application value index of the first default mobile application is for indicating that described first default moves The application value of dynamic application.

17. according to the equipment described in claim 11 or 12 or 15, which is characterized in that

The updating unit, is additionally operable to according to the scoring increment, to be currently installed in the first movement equipment other are pre- If the scoring initial value of mobile application is updated, other the default mobile applications being currently installed in the first movement equipment are obtained Scoring updated value, the scoring updated value for each the default mobile application being currently installed in the first movement equipment is added Obtain user expert's index update value of the first movement equipment, wherein be currently installed in the first movement equipment its His default mobile application is other in addition to the described first default mobile application being currently installed in the first movement equipment All default mobile applications, user expert's index update value of the first movement equipment is for indicating the first movement equipment The updated value that the overall applicability value for all default mobile applications being currently installed in the first movement equipment is differentiated.

18. according to the equipment described in claim 11 or 12 or 15, which is characterized in that

The updating unit, being additionally operable to the scoring updated value of the described first default mobile application being multiplied with initial parameter obtains institute The scoring initial value next time for stating the first default mobile application replaces with the scoring initial value of the described first default mobile application described The scoring initial value next time of first default mobile application.

19. a kind of first movement equipment, which is characterized in that including：

Recording unit, last time set-up time for recording in the first movement equipment each default mobile application and Last time discharge time, the default mobile application are the mobile application for needing to score；

Transmission unit, for generating operation note and the operation note being sent to scoring more new equipment, so as to the scoring The unloading that more new equipment obtains at least one unloading application according to the operation note records, and the operation note includes described the The last time set-up time of each default mobile application and last time discharge time in one mobile device, alternatively, generating The unloading record of at least one unloading application, and the unloading record of at least one unloading application is sent to institute's commentary Divide more new equipment, so that the scoring more new equipment increases according to the unloading record acquisition scoring of at least one unloading application Amount, and referred to according to scoring increment, the scoring initial value of the first default mobile application and the user expert of first movement equipment Number initial value, is updated the scoring initial value of the described first default mobile application, obtains commenting for the first default mobile application Divide updated value, wherein the scoring updated value of the first default mobile application is for indicating the first movement equipment to described The updated value that the application value of first default mobile application differentiates, user expert's index initial value of the first movement equipment are used for Indicate overall applicability of the first movement equipment to all default mobile applications being currently installed in the first movement equipment It is worth the initial value differentiated, at least one unloading application is the default mobile application unloaded in the first movement equipment.

20. equipment according to claim 19, it is characterised in that

The transmission unit is additionally operable to pre- for i-th in each default mobile application in the first movement equipment If mobile application, if the time of the last time set-up time and last time discharge time of i-th of default mobile application When difference is more than predetermined threshold value, using described i-th default mobile application as a unloading application, by described i-th default movement Unloading record of the operation note of application as described i-th default mobile application, wherein i is positive integer.