CN113687890B - Popup window management method, device and storage medium - Google Patents

Abstract

The embodiment of the present application provides a pop-up window management method, device, and storage medium, which relate to the field of computer technology. The method includes: the terminal device records the operation information of the target user on the pop-up window; the terminal device sends the operation information to the server; the operation information is sent to the server Multiple first correspondences are obtained; the terminal device sends a pop-up window management request to the server; the server determines the target management policy corresponding to the feature information of the target pop-up window according to the multiple first correspondences; the server sends the target management policy to the terminal device; The target management policy is used to instruct the target pop-up window to be intercepted, and the terminal device intercepts the target pop-up window. The first correspondence reflects the target user's preference for pop-up windows to a certain extent. Therefore, the management strategy for pop-up windows determined according to the multiple first correspondences can better meet the needs of the target user, thereby reducing the number of pop-up windows displayed by the terminal device. The pop-up window interferes with the target user's use of the terminal device.

Description

Pop-up window management method, device and storage medium

technical field

The present application relates to the field of computer technology, and in particular to a pop-up window management method, device and storage medium.

Background technique

A pop-up window refers to a window that pops up when a web page is opened, an application is opened, a web page is browsed, an application is run, etc. The pop-up window can display promotional information or a shortcut link to quickly enter the application.

With the increase of the number of web page views and the increase of application programs, a large number of pop-up windows may be generated, and the display of many pop-up windows will interfere with the user's use of the terminal device.

Contents of the invention

Embodiments of the present application provide a pop-up window management method, device, and storage medium, which relate to the field of computer technology and help reduce the interference of pop-up window display on users using terminal equipment.

In the first aspect, the embodiment of the present application provides a pop-up window management method, which is applied to a pop-up window management system. The pop-up window management system includes a server and a terminal device; the method includes: the terminal device records the target user's first operation on the pop-up window Information; the first operation information includes: the target user's account identifier, the identifier of the pop-up window, the content displayed in the pop-up window, and the running time information of the pop-up window; the terminal device sends the first operation information to the server; the first operation information is used by the server to obtain A plurality of first correspondences; the first correspondence includes the correspondence between the feature information of the pop-up window and the management policy; the feature information of the pop-up window includes at least one of the logo of the pop-up window or the content displayed in the pop-up window; the terminal device Obtain a pop-up window request; the pop-up window request is used to request to start the target pop-up window; the terminal device sends a pop-up window management request to the server; the pop-up window management request is used for the server to determine the management policy of the target pop-up window; the pop-up window management request includes the account of the target user Identification and characteristic information of the target pop-up window; the server determines the target management strategy corresponding to the characteristic information of the target pop-up window according to multiple first correspondences; the server sends the target management strategy to the terminal device; the target management strategy is used to indicate the interception of the target pop-up window In the case of a window, the terminal device intercepts the target pop-up window.

In the embodiment of the present application, the server determines the management strategy of the pop-up window in the terminal device according to multiple first correspondences, and the multiple first correspondences are based on the first operation information analysis of the pop-up window by the target user in the terminal device The obtained first operation information of the target user on the pop-up window reflects to a certain extent the preference of the user using the terminal device for the pop-up window, therefore, the management strategy of the pop-up window determined according to the multiple first correspondences is more effective. To meet the needs of users using the terminal device, the terminal device intercepts the pop-up windows in the first operation information that the target user is not interested in, thereby reducing the interference of the pop-up windows displayed by the terminal device on the target user's use of the terminal device.

In a possible implementation, the above-mentioned first correspondence includes one or more of the following: the correspondence between the first feature information and the first management policy; the first management policy is used to indicate the interception of pop-up windows; the first feature The information includes one or more of preset keywords, preset image features, or preset links; or, account identification, correspondence between the second feature information and the first management strategy; the second feature information includes: The historical running time recorded in the first operation information is less than the preset time, and includes the identification of the pop-up window of the control or link, wherein the control is a control with adjustment or link function, and the link is different from the preset link; or, the account identification, Correspondence between the third feature information and the second management strategy; the third feature information includes: the historical running time recorded in the first operation information is greater than or equal to the preset time length, and includes the identification of the pop-up window of the control or link; Wherein, the second management policy is used to indicate that pop-up windows are allowed to run. Among them, the preset keywords, preset image features or preset links can represent features including harmful information, the second feature information reflects the feature information of pop-up windows that the target user is not interested in in the first operation information, and the third feature information reflects The feature information of the pop-up window that the target user is interested in in the first operation information is obtained. In this way, the target management strategy determined according to the first corresponding relationship can better meet the needs of the target user. For the pop-up window in the first operation information that the target user is not interested in, the terminal device will intercept the pop-up window. For the target user in the first operation information The terminal device allows the pop-up window of interest to run, and for the pop-up window containing harmful information, the terminal device intercepts the pop-up window. Therefore, the interference of the pop-up window displayed by the terminal device on the target user's use of the terminal device is reduced.

In a possible implementation, the above-mentioned server determines the target management strategy corresponding to the characteristic information of the target pop-up window according to the multiple first correspondences; including: determining the multiple first correspondences by the server includes the target management policy corresponding to the feature information of the target pop-up window In the case of the first management policy, the server determines that the target management policy is the first management policy.

In a possible implementation, the above-mentioned first correspondence is obtained by the server according to the pre-trained neural network model, and the neural network model is obtained by training based on the first sample data, and the first sample data is marked with the characteristic information of the pop-up window And the management strategy corresponding to the feature information of the pop-up window; the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

In a possible implementation, the method further includes: in the case that the management policy corresponding to the characteristic information of the target pop-up window is not included in the multiple first correspondences, the server determines the target management policy according to the multiple second correspondences; The second correspondence is obtained by the server according to the second operation information; the second operation information is the operation information on the pop-up window recorded by the user using the device from multiple devices. In this way, if the first correspondence does not include the management policy corresponding to the characteristic information of the target pop-up window, the server may also determine the target management policy for the target pop-up window according to the second correspondence. The second correspondence reflects the preference of most users for pop-up windows. Therefore, for pop-up windows that most users are not interested in, the management policy determined by the server for the pop-up window is the management policy for blocking the pop-up window. Therefore, the interference of the pop-up window displayed by the terminal device on the user's use of the terminal device is reduced.

In a possible implementation, the second correspondence includes one or more of the following: the correspondence between the fourth characteristic information and the first management policy; the fourth characteristic information includes: the identification of the pop-up window in the pop-up blocking log ; The pop-up interception log is the interception log of the pop-up window by other interception tools recorded in the second operation information; other interception tools include at least one of the browser, system or application; the first management strategy is used to indicate the interception of the pop-up window ; Or, the correspondence between the fifth feature information and the first management strategy; the fifth feature information includes: the proportion of the number of targets recorded in the second operation information in the total amount of log data in any pop-up window is less than or The identification of any pop-up window equal to the preset threshold, the target number is the number of target log data; the target log data is: log data whose historical running time of any pop-up window is greater than or equal to the preset time length; or, the sixth characteristic information Corresponding relationship with the second management policy, the sixth characteristic information includes: the identification of any pop-up window recorded in the second operation information whose proportion is greater than the preset threshold; the second management policy is used to indicate that the pop-up window is allowed to run .

In a possible implementation, the method further includes: when the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device runs the target pop-up window; or, when the target pop-up window management policy is used to indicate that the target pop-up window is allowed to run In the case of a window, the terminal device displays the pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to prompt the user whether to allow the target pop-up window to run, and the control controls include controls for receiving the permission to run the target pop-up window, and It is used to receive the control that does not allow the target pop-up window to run; when the terminal device receives the trigger for the control that does not allow the target pop-up window to run, the terminal device intercepts the target pop-up window; the terminal device sends the target user's account ID, target pop-up window to the server. The feature information of the window and the indication information used to indicate the interception target pop-up window, and the sent information is used for the server to update a plurality of first correspondences. In this way, the multiple first correspondences after the update can better meet the target user's real preferences for the target pop-up window, and the target management strategy determined according to the first correspondence relationship can better meet the target user's demand for the pop-up window, reducing the need for display on the terminal device. The pop-up window interferes with the target user's use of the terminal device.

In the second aspect, the embodiment of the present application provides a pop-up window management method, which is applied to a pop-up window management system. The pop-up window management system includes a server and a terminal device; the method includes: the terminal device records the first operation information of the target user on the pop-up window ; The first operation information includes: the target user's account identification, the identification of the pop-up window, the content displayed in the pop-up window, and the running time information of the pop-up window; the terminal device sends the first operation information to the server; the server determines multiple The first correspondence; the first correspondence includes the correspondence between the feature information of the pop-up window and the management strategy; the feature information of the pop-up window includes at least one of the logo of the pop-up window or the content displayed in the pop-up window; the server sends the terminal device Send multiple first correspondences; the terminal device obtains a pop-up window request; the pop-up window request is used to request to start the target pop-up window; the terminal device determines the target management strategy corresponding to the feature information of the target pop-up window according to the multiple first correspondences; The target management policy is used to instruct the target pop-up window to be intercepted, and the terminal device intercepts the target pop-up window.

In the embodiment of the present application, the terminal device determines the management policy of the pop-up window in the terminal device according to the received multiple first correspondences, and the multiple first correspondences are based on the first number of pop-up windows received by the target user in the terminal device. According to the analysis of the operation information, the first operation information of the target user on the pop-up window reflects to a certain extent the preference of the user using the terminal device for the pop-up window. The management strategy can better meet the needs of users who use the terminal device. For the pop-up window in the first operation information that the target user is not interested in, the terminal device will intercept the pop-up window, thereby reducing the impact of the pop-up window displayed on the terminal device on the target user. device interference.

In a possible implementation, the first correspondence includes one or more of the following: a correspondence between the first feature information and the first management policy; the first management policy is used to indicate the interception of pop-up windows; the first feature information Including one or more of preset keywords, preset image features or preset links; or, account identification, correspondence between the second feature information and the first management strategy; the second feature information includes: The historical running time recorded in the operation information is less than the preset time, and includes the identification of the pop-up window of the control or link, wherein the control is a control with adjustment or link function, and the link is different from the preset link; or, the account identification, Correspondence between the third feature information and the second management strategy; the third feature information includes: the historical running time recorded in the first operation information is greater than or equal to the preset time length, and includes the identification of the pop-up window of the control or link; Wherein, the second management policy is used to indicate that pop-up windows are allowed to run. Among them, the preset keywords, preset image features or preset links can represent features including harmful information, the second feature information reflects the feature information of pop-up windows that the target user is not interested in in the first operation information, and the third feature information reflects The feature information of the pop-up window that the target user is interested in in the first operation information is obtained. In this way, the target management strategy determined according to the first corresponding relationship can better meet the needs of the target user. For the pop-up window in the first operation information that the target user is not interested in, the terminal device will intercept the pop-up window. For the target user in the first operation information The terminal device allows the pop-up window of interest to run, and for the pop-up window containing harmful information, the terminal device intercepts the pop-up window. Therefore, the interference of the pop-up window displayed by the terminal device on the target user's use of the terminal device is reduced.

In a possible implementation, the terminal device determines the target management strategy corresponding to the feature information of the target pop-up window according to the multiple first correspondences; including: determining the multiple first correspondences of the terminal device includes the corresponding feature information of the target pop-up window In the case of the first management policy, the terminal device determines that the target management policy is the first management policy.

In a possible implementation, the first corresponding relationship is obtained by the server according to the pre-trained neural network model, and the neural network model is obtained by training based on the first sample data, which is marked with the feature information of the pop-up window and The management strategy corresponding to the characteristic information of the pop-up window; the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

In a possible implementation, the method further includes: in the case that the multiple first correspondences do not include the management policy corresponding to the characteristic information of the target pop-up window, the terminal device determines the target management policy according to the multiple second correspondences; The second corresponding relationship is obtained by the server according to the second operation information; the second operation information is the operation information on the pop-up window recorded by the user using the device from multiple devices. In this way, if the first correspondence does not include the management policy corresponding to the characteristic information of the target pop-up window, the terminal device may also determine the target management policy for the target pop-up window according to the second correspondence. The second correspondence reflects the preference of most users for pop-up windows. Therefore, for pop-up windows that most users are not interested in, the management strategy determined by the terminal device for the pop-up window is the management strategy for blocking the pop-up window. Therefore, the interference of the pop-up window displayed by the terminal device on the user's use of the terminal device is reduced.

In a possible implementation, the second correspondence includes one or more of the following: the correspondence between the fourth characteristic information and the first management policy; the fourth characteristic information includes: the identification of the pop-up window in the pop-up blocking log ; The pop-up interception log is the interception log of the pop-up window by other interception tools recorded in the second operation information; other interception tools include at least one of the browser, system or application; the first management strategy is used to indicate the interception of the pop-up window ; Or, the correspondence between the fifth feature information and the first management strategy; the fifth feature information includes: the proportion of the number of targets recorded in the second operation information in the total amount of log data in any pop-up window is less than or The identification of any pop-up window equal to the preset threshold, the target number is the number of target log data; the target log data is: log data whose historical running time of any pop-up window is greater than or equal to the preset time length; or, the sixth characteristic information Corresponding relationship with the second management policy, the sixth characteristic information includes: the identification of any pop-up window recorded in the second operation information whose proportion is greater than the preset threshold; the second management policy is used to indicate that the pop-up window is allowed to run .

In a possible implementation, the method further includes: when the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device runs the target pop-up window; or, when the target pop-up window management policy is used to indicate that the target pop-up window is allowed to run In the case of a window, the terminal device displays the pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to prompt the user whether to allow the target pop-up window to run, and the control controls include controls for receiving the permission to run the target pop-up window, and It is used to receive the control that does not allow the target pop-up window to run; when the terminal device receives the trigger for the control that is not allowed to run the target pop-up window, the terminal device intercepts the target pop-up window; the terminal device intercepts the target pop-up window according to the target user's account ID and The feature information and the indication information used to indicate the interception target pop-up window update a plurality of first correspondences. In this way, the multiple first correspondences after the update can better meet the target user's real preferences for the target pop-up window, and the target management strategy determined according to the first correspondence relationship can better meet the target user's demand for the pop-up window, reducing the need for display on the terminal device. The pop-up window interferes with the target user's use of the terminal device.

In a possible implementation, the above-mentioned first correspondence is obtained by the server according to the pre-trained neural network model, and the terminal device according to the account identifier of the target user, the characteristic information of the target pop-up window and the instruction for intercepting the target pop-up window The information updates a plurality of first corresponding relationships, including: the terminal device updates the neural network model according to the second sample data; the second sample data is marked with the characteristic information of the target pop-up window and the management strategy used to indicate the interception of the target pop-up window; after the update When the input of the neural network model is the characteristic information of the target pop-up window, the output of the updated neural network model is a management strategy for instructing to intercept the target pop-up window.

In the third aspect, the embodiment of the present application provides a pop-up window management method, which is applied to a terminal device. The method includes: the terminal device records the first operation information of the target user on the pop-up window; the first operation information includes: the target user's account identifier , the identification of the pop-up window, the content displayed on the pop-up window, and the running time information of the pop-up window; the terminal device determines a plurality of first correspondences according to the first operation information; the first correspondence includes the characteristic information of the pop-up window and the management strategy Correspondence; the characteristic information of the pop-up window includes at least one of the identification of the pop-up window or the content displayed in the pop-up window; the terminal device obtains the pop-up window request; the pop-up window request is used to request to start the target pop-up window; the terminal device according to multiple first The corresponding relationship determines the target management policy corresponding to the characteristic information of the target pop-up window; when the target management policy is used to indicate interception of the target pop-up window, the terminal device intercepts the target pop-up window.

In the embodiment of the present application, the terminal device records the first operation information of the target user on the pop-up window, and determines a plurality of first correspondences according to the first operation information, and the terminal device can determine the target pop-up window according to the multiple first correspondences. In the target management strategy, the first correspondence reflects the preferences of the target user using the terminal device for pop-up windows to a certain extent. Therefore, the management strategy for pop-up windows determined according to the multiple first correspondences can better meet the target user's preferences. Requirement, for a pop-up window in the first operation information that the target user is not interested in, the terminal device will intercept the pop-up window, thereby reducing the interference of the pop-up window displayed by the terminal device on the target user's use of the terminal device.

In a possible implementation, the first corresponding relationship includes one or more of the following: the corresponding relationship between the account identifier, the first feature information, and the first management strategy; the first management strategy is used to instruct to block pop-up windows; The feature information includes one or more of preset keywords, preset image features, or preset links; or, the account identifier, the correspondence between the second feature information and the first management strategy; the second feature information includes : The historical running time recorded in the first operation information is less than the preset time, and includes the identification of the pop-up window of the control or link, wherein the control is a control with adjustment or link function, and the link is different from the preset link; or, the account The corresponding relationship between the identification, the third characteristic information and the second management strategy; the third characteristic information includes: the historical operation duration recorded in the first operation information is greater than or equal to the preset duration, and includes the control or link pop-up window Identification; wherein, the second management policy is used to indicate that pop-up windows are allowed to run.

In a possible implementation, the terminal device determines the target management strategy corresponding to the feature information of the target pop-up window according to the multiple first correspondences; including: determining the multiple first correspondences of the terminal device includes the corresponding feature information of the target pop-up window In the case of the first management policy, the terminal device determines that the target management policy is the first management policy, or, when the terminal device determines that the multiple first correspondences do not include the first management policy corresponding to the characteristic information of the target pop-up window Next, the terminal device determines the target management policy as the second management policy.

In a possible implementation, the first corresponding relationship is obtained by the terminal device according to the pre-trained neural network model, and the neural network model is obtained by training based on the first sample data, which is marked with the characteristic information of the pop-up window And the management strategy corresponding to the feature information of the pop-up window; the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

In a possible implementation, the method further includes: when the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device runs the target pop-up window; or, when the target pop-up window management policy is used to indicate that the target pop-up window is allowed to run In the case of a window, the terminal device displays the pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to prompt the user whether to allow the target pop-up window to run, and the control controls include controls for receiving the permission to run the target pop-up window, and It is used to receive the control that does not allow the target pop-up window to run; when the terminal device receives the trigger for the control that is not allowed to run the target pop-up window, the terminal device intercepts the target pop-up window; the terminal device intercepts the target pop-up window according to the target user's account ID and The feature information and the indication information used to indicate the interception target pop-up window update a plurality of first correspondences. In this way, the instruction information used to indicate the interception of the target pop-up window more directly gives the target user's preferences for the target pop-up window, therefore, the management strategy of the pop-up window determined according to the updated first relationship can better meet the needs of the target user , thereby reducing the interference caused by the appearance of pop-up windows in the terminal device to the use of the terminal device by the target user.

In the fourth aspect, the embodiment of the present application provides a pop-up window management system, the pop-up window management system includes a server and a terminal device; wherein, the terminal device is used to record the first operation information of the target user on the pop-up window; the first operation information includes : The target user's account ID, the ID of the pop-up window, the content displayed in the pop-up window, and the running time information of the pop-up window; the terminal device is also used to send the first operation information to the server; the first operation information is used for the server to obtain multiple first Correspondence; the first correspondence includes the correspondence between the feature information of the pop-up window and the management strategy; the feature information of the pop-up window includes at least one of the logo of the pop-up window or the content displayed in the pop-up window; the terminal device is used to obtain the pop-up window Window request; the pop-up request is used to request to start the target pop-up window; the terminal device is used to send the pop-up window management request to the server; the pop-up window management request is used for the server to determine the management strategy of the target pop-up window; the pop-up window management request includes the account of the target user The identification and the feature information of the target pop-up window; the server is used to determine the target management policy corresponding to the feature information of the target pop-up window according to multiple first correspondences; the server is also used to send the target management policy to the terminal device; In the case of an instruction to intercept the target pop-up window, the terminal device is used to intercept the target pop-up window.

Optionally, the above-mentioned first correspondence includes one or more of the following: a correspondence between the first feature information and the first management policy; the first management policy is used to indicate the interception of pop-up windows; the first feature information includes One or more of preset keywords, preset image features, or preset links; or, the corresponding relationship between account identifiers, second feature information, and first management policies; the second feature information includes: The historical running time recorded in the operation information is less than the preset time, and includes the identification of the pop-up window of the control or link, wherein the control is a control with adjustment or link function, and the link is different from the preset link; or, the account identification, the third The corresponding relationship between the feature information and the second management strategy; the third feature information includes: the historical running time recorded in the first operation information is greater than or equal to the preset time length, and includes the identification of the pop-up window of the control or link; wherein, The second management policy is used to indicate that the pop-up window is allowed to run. Among them, the preset keywords, preset image features or preset links can represent features including harmful information, the second feature information reflects the feature information of pop-up windows that the target user is not interested in in the first operation information, and the third feature information reflects The feature information of the pop-up window that the target user is interested in in the first operation information is obtained. In this way, the target management strategy determined according to the first corresponding relationship can better meet the needs of the target user. For the pop-up window in the first operation information that the target user is not interested in, the terminal device will intercept the pop-up window. For the target user in the first operation information The terminal device allows the pop-up window of interest to run, and for the pop-up window containing harmful information, the terminal device intercepts the pop-up window. Therefore, the interference of the pop-up window displayed by the terminal device on the target user's use of the terminal device is reduced.

Optionally, when the server determines the first management policy corresponding to the characteristic information of the target pop-up window among the multiple first correspondences, the server is configured to determine the target management policy as the first management policy.

Optionally, the above-mentioned first corresponding relationship is obtained by the server according to the pre-trained neural network model. The neural network model is obtained by training based on the first sample data. The management strategy corresponding to the feature information of the window; the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

Optionally, when the multiple first correspondences do not include the management policy corresponding to the characteristic information of the target pop-up window, the server is configured to determine the target management policy according to the multiple second correspondences; the multiple second correspondences are The server obtains according to the second operation information; the second operation information is the operation information on the pop-up window recorded by the user using the device from multiple devices.

Optionally, the second correspondence includes one or more of the following: the correspondence between the fourth feature information and the first management strategy; the fourth feature information includes: the identification of the pop-up window in the pop-up interception log; The window interception log is the interception log of other interception tools for pop-up windows recorded in the second operation information; other interception tools include at least one of browser, system or application program; the first management policy is used to instruct interception of pop-up windows; or , the corresponding relationship between the fifth feature information and the first management strategy; the fifth feature information includes: the proportion of the number of targets recorded in the second operation information in the total amount of log data of any pop-up window is less than or equal to the preset The identification of any pop-up window with a threshold value, the target number is the number of target log data; the target log data is: the log data whose historical running time of any pop-up window is greater than or equal to the preset duration; or, the sixth characteristic information and the first The corresponding relationship between the two management policies, the sixth feature information includes: the identification of any pop-up window recorded in the second operation information whose proportion is greater than the preset threshold; the second management policy is used to indicate that the pop-up window is allowed to run.

Optionally, when the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device is used to run the target pop-up window; or, when the target pop-up window management policy is used to indicate that the target pop-up window is allowed to run, The terminal device is used to display the pop-up window prompt information and the control control of the target pop-up window; the pop-up window prompt information is used to prompt the user whether to allow the target pop-up window to run, and the control controls include controls for receiving the target pop-up window allowed to run, and for receiving Controls that are not allowed to run the target pop-up window; when the terminal device receives a trigger for a control that is not allowed to run the target pop-up window, the terminal device is used to intercept the target pop-up window; the terminal device is also used to send the target user’s account ID, The characteristic information of the target pop-up window and the indication information for indicating interception of the target pop-up window, the information sent is used for the server to update the plurality of first correspondences.

In the fifth aspect, the embodiment of the present application provides a pop-up window management system. The pop-up window management system includes a server and a terminal device; the terminal device is used to record the first operation information of the target user on the pop-up window; the first operation information includes: the target user The account identifier of the pop-up window, the pop-up window display content, and the running time information of the pop-up window; the terminal device is also used to send the first operation information to the server; the server is used to determine multiple first correspondences according to the first operation information The first correspondence includes the correspondence between the feature information of the pop-up window and the management strategy; the feature information of the pop-up window includes at least one of the logo of the pop-up window or the content displayed in the pop-up window; the server is used to send multiple a first correspondence relationship; the terminal device is also used to obtain a pop-up window request; the pop-up window request is used to request to start the target pop-up window; the terminal device is used to determine the target management corresponding to the feature information of the target pop-up window according to multiple first correspondence relationships Policy; in the case where the target management policy is used to indicate to intercept the target pop-up window, the terminal device is used to block the target pop-up window.

Optionally, the first correspondence includes one or more of the following: a correspondence between the first feature information and the first management policy; the first management policy is used to indicate interception of pop-up windows; the first feature information includes preset Set one or more of keywords, preset image features, or preset links; or, account identification, correspondence between the second feature information and the first management strategy; the second feature information includes: The historical running time recorded in the information is less than the preset time, and includes the identification of the pop-up window of the control or link, where the control is a control with adjustment or link function, and the link is different from the preset link; or, account identification, third party The corresponding relationship between the feature information and the second management strategy; the third feature information includes: the historical running time recorded in the first operation information is greater than or equal to the preset time length, and includes the identification of the pop-up window of the control or link; wherein, The second management policy is used to indicate that the pop-up window is allowed to run.

Optionally, the terminal device is specifically configured to: determine that the target management policy is the first management policy when the terminal device determines the first management policy corresponding to the characteristic information of the target pop-up window among the plurality of first correspondences.

Optionally, the first correspondence is obtained by the server according to the pre-trained neural network model, and the neural network model is obtained by training based on the first sample data, which is marked with the characteristic information of the pop-up window and the pop-up window The management strategy corresponding to the characteristic information of the neural network model; the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

Optionally, when the multiple first correspondences do not include the management policy corresponding to the characteristic information of the target pop-up window, the terminal device is configured to determine the target management policy according to the multiple second correspondences; the multiple second correspondences It is obtained by the server according to the second operation information; the second operation information is the operation information on the pop-up window recorded by the user using the device from multiple devices.

Optionally, the second correspondence includes one or more of the following: the correspondence between the fourth feature information and the first management strategy; the fourth feature information includes: the identification of the pop-up window in the pop-up interception log; The window interception log is the interception log of other interception tools for pop-up windows recorded in the second operation information; other interception tools include at least one of browser, system or application program; the first management strategy is used to instruct interception of pop-up windows; or , the corresponding relationship between the fifth feature information and the first management strategy; the fifth feature information includes: the proportion of the number of targets recorded in the second operation information in the total amount of log data of any pop-up window is less than or equal to the preset The identification of any pop-up window with a threshold value, the target number is the number of target log data; the target log data is: the log data whose historical running time of any pop-up window is greater than or equal to the preset duration; or, the sixth characteristic information and the first The corresponding relationship between the two management policies, the sixth feature information includes: the identification of any pop-up window recorded in the second operation information whose proportion is greater than the preset threshold; the second management policy is used to indicate that the pop-up window is allowed to run.

Optionally, when the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device is used to run the target pop-up window; or, when the target pop-up window management policy is used to indicate that the target pop-up window is allowed to run, The terminal device is used to display the pop-up window prompt information and the control control of the target pop-up window; the pop-up window prompt information is used to prompt the user whether to allow the target pop-up window to run, and the control controls include controls for receiving the target pop-up window allowed to run, and for receiving Controls that are not allowed to run target pop-up windows; when the terminal device receives a trigger for controls that are not allowed to run target pop-up windows, the terminal device is used to intercept the target pop-up window; the terminal device is also used to The feature information of the window and the indication information used to indicate the interception target pop-up window update the plurality of first correspondences.

Optionally, the above-mentioned first correspondence is obtained by the server according to the pre-trained neural network model, and the terminal device is used to update the neural network model according to the second sample data; the second sample data is marked with the characteristic information of the target pop-up window And the management strategy used to indicate the interception of the target pop-up window; when the input of the updated neural network model is the characteristic information of the target pop-up window, the output of the updated neural network model is the management strategy used to indicate the interception of the target pop-up window .

In the sixth aspect, the embodiment of the present application provides a terminal device, the terminal device includes a processing unit, and the processing unit is used to record the first operation information of the target user on the pop-up window; the first operation information includes: the account identifier of the target user, the pop-up window The identification of the window, the content displayed on the pop-up window, and the running time information of the pop-up window; the processing unit is used to determine a plurality of first correspondences according to the first operation information; the first correspondence includes the characteristic information of the pop-up window and the management strategy Correspondence; the characteristic information of the pop-up window includes at least one of the identification of the pop-up window or the content displayed in the pop-up window; the processing unit is used to obtain the pop-up window request; the pop-up window request is used to request to start the target pop-up window; The multiple first correspondences determine the target management policy corresponding to the characteristic information of the target pop-up window; when the target management policy is used to indicate interception of the target pop-up window, the processing unit is also used to intercept the target pop-up window.

Optionally, the first corresponding relationship includes one or more of the following: the corresponding relationship between the account identifier, the first feature information, and the first management policy; the first management policy is used to instruct to block pop-up windows; the first feature The information includes one or more of preset keywords, preset image features, or preset links; or, account identification, correspondence between the second feature information and the first management strategy; the second feature information includes: The historical running time recorded in the first operation information is less than the preset time, and includes the identification of the pop-up window of the control or link, wherein the control is a control with adjustment or link function, and the link is different from the preset link; or, the account identification, Correspondence between the third feature information and the second management strategy; the third feature information includes: the historical running time recorded in the first operation information is greater than or equal to the preset time length, and includes the identification of the pop-up window of the control or link; Wherein, the second management policy is used to indicate that pop-up windows are allowed to run.

Optionally, the processing unit is specifically configured to: determine that the target management policy is the first management policy when determining the first management policy corresponding to the characteristic information of the target pop-up window among the multiple first correspondences, or, when determining If the first management policy corresponding to the feature information of the target pop-up window is not included in the plurality of first correspondences, the target management policy is determined to be the second management policy.

Optionally, the processing unit is also used to obtain the first sample data, which is marked with the feature information of the pop-up window and the management policy corresponding to the feature information of the pop-up window; the processing unit is also used to obtain the first sample data according to the first sample data The data training neural network model obtains the first corresponding relationship, the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

Optionally, the terminal device further includes a display unit, and when the target management policy is used to indicate that the target pop-up window is allowed to run, the processing unit is used to run the target pop-up window; or, the management policy of the target pop-up window is used to indicate that the target pop-up window is allowed to run In the case of a target pop-up window, the display unit is used to display the pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to prompt the user whether to allow the operation of the target pop-up window, and the control control includes receiving and allowing the target pop-up window to run controls, and for receiving controls that are not allowed to run the target pop-up window; when the terminal device receives a trigger for a control that is not allowed to run the target pop-up window, the processing unit is used to intercept the target pop-up window; The account identifier of the account, the characteristic information of the target pop-up window, and the indication information for instructing to intercept the target pop-up window update a plurality of first correspondences.

In the seventh aspect, the embodiment of the present application provides a computer-readable storage medium, in which a computer program or instruction is stored, and when the computer program or instruction is run on the computer, the computer executes the first aspect or the first A method performed by a terminal device or a server in a pop-up window management method described in any possible implementation of the second aspect, or making the computer execute the second aspect or described in any possible implementation of the second aspect The method executed by the terminal device or the server in the popup window management method. Alternatively, the computer is made to execute the method performed by the terminal device in the pop-up window management method described in the third aspect or any possible implementation manner of the third aspect.

In an eighth aspect, the embodiments of the present application provide a computer program product including a computer program, which, when the computer program is run on a computer, causes the computer to execute one of the first aspect or any one of the possible implementations of the first aspect. The method executed by the terminal device or the server in the pop-up window management method, or the method executed by the terminal device or the server in the pop-up window management method described in the second aspect or any possible implementation of the second aspect method. Alternatively, the computer is made to execute the method performed by the terminal device in the pop-up window management method described in the third aspect or any possible implementation manner of the third aspect.

In a ninth aspect, the present application provides a chip or a chip system, the chip or chip system includes at least one processor and a communication interface, the communication interface and the at least one processor are interconnected through lines, and the at least one processor is used to run computer programs or instructions, A method performed by a terminal device or a server in a pop-up window management method described in the first aspect or any possible implementation of the first aspect, or to implement the second aspect or any one of the second aspect The method executed by the terminal device or the server in the pop-up window management method described in one possible implementation manner, or the terminal device in the pop-up window management method described in any possible implementation manner of the third aspect or the third aspect The method executed. Wherein, the communication interface in the chip may be an input/output interface, a pin or a circuit, and the like.

In a possible implementation, the chip or the chip system described above in the present application further includes at least one memory, and instructions are stored in the at least one memory. The memory may be a storage unit inside the chip, such as a register, a cache, etc., or a storage unit of the chip (eg, a read-only memory, a random access memory, etc.).

In a tenth aspect, an embodiment of the present application provides an electronic device, the electronic device includes a memory and a processor, the memory is used to store a computer program, and the processor is used to execute the computer program to perform the above-mentioned first aspect or the first aspect A method performed by a terminal device or a server in a pop-up window management method described in any possible implementation, or to execute the second aspect or the pop-up window described in any possible implementation of the second aspect The method executed by the terminal device or the server in the management method, or the method executed by the terminal device in the pop-up window management method described in the third aspect or any possible implementation of the third aspect.

It should be understood that the fourth aspect to the tenth aspect of the present application correspond to the technical solutions of the first aspect, the second aspect or the third aspect of the present application, and the beneficial effects obtained by each aspect and the corresponding feasible implementation modes are similar ,No longer.

Description of drawings

FIG. 1 is a schematic diagram of a pop-up window of a terminal device applicable to an embodiment of the present application;

FIG. 2 is a schematic structural diagram of a pop-up window management system applicable to the embodiment of the present application;

FIG. 3 is a schematic structural diagram of another pop-up window management system applicable to the embodiment of the present application;

FIG. 4 is a schematic structural diagram of a terminal device applicable to an embodiment of the present application;

FIG. 5 is a schematic structural diagram of a server applicable to an embodiment of the present application;

FIG. 6 is a schematic flowchart of a pop-up window management method provided in an embodiment of the present application;

FIG. 7 is a schematic diagram of a pop-up operation applicable to the embodiment of the present application;

FIG. 8 is a schematic diagram of another pop-up window operation applicable to the embodiment of the present application;

FIG. 9 is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application;

FIG. 10 is a schematic flowchart of another pop-up window management method provided in the embodiment of the present application;

FIG. 11 is a schematic flowchart of another pop-up window management method provided in the embodiment of the present application;

FIG. 12 is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application;

FIG. 13 is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application;

FIG. 14 is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application;

FIG. 15 is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application;

FIG. 16 is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application;

FIG. 17 is a schematic diagram of displaying prompt information in a pop-up window provided by an embodiment of the present application;

FIG. 18 is a schematic structural diagram of a terminal device provided in an embodiment of the present application;

FIG. 19 is a schematic diagram of an interface of a chip provided by an embodiment of the present application.

detailed description

In order to clearly describe the technical solutions of the embodiments of the present application, the following briefly introduces some terms and technologies involved in the embodiments of the present application:

1) pop-up window

A pop-up window refers to a window that pops up when you open a web page, open an application, browse the web, or run an application.

2) Feature information of the pop-up window

The feature information of the pop-up window includes at least one of an identifier of the pop-up window or content displayed on the pop-up window. Wherein, the identification of the pop-up window may include the name of the application program corresponding to the pop-up window, or the identification of the pop-up window may include any one of the process names of the application program corresponding to the pop-up window. The content displayed in the pop-up window includes at least one of links, controls, characters and pictures displayed in the pop-up window.

3) The user's operation information and log data on the pop-up window

The user's operation information on the pop-up window includes the user's account ID, the pop-up window ID, the content displayed on the pop-up window, and the running time information of the pop-up window.

The log data is the event records generated during operation of terminal equipment, systems, and applications. Event records include data such as the date the event occurred, the time the event occurred, the ID of the user who participated in the event, and the user's actions. Exemplarily, the log data may include user operation information on pop-up windows.

4) Management strategy

The management strategy is the management strategy of the pop-up window. The management strategy includes a first management strategy and a second management strategy. Wherein, the first management strategy is used to represent the strategy for blocking pop-up windows, and the second management strategy is used to represent the management strategy for allowing the running of pop-up windows.

5) Sample data

The sample data can be annotated based on the log data related to the pop-up window. The sample data includes the characteristic information of the pop-up window and the label management strategy corresponding to the characteristic information of the pop-up window. Wherein, the annotation management strategy may be the first management strategy or the second management strategy.

6) Initial model, predictive model of management strategy

The initial model can be based on multi-layer perceptron, back propagation network (back propagation network), convolutional neural network (convolutional neural networks, CNN), residual shrinkage network, generative adversarial networks (generative adversarial networks, GAN), support A neural network model constructed by at least one of neural networks such as support vector machines (SVM) or deep residual networks (DRN).

The predictive model of the management strategy is obtained by training the initial model with multiple sample data. The input of the prediction model of the management strategy is the characteristic information of the pop-up window, and the output is the management strategy of the pop-up window.

7) Other terms

In the embodiments of the present application, words such as "first" and "second" are used to distinguish the same or similar items with basically the same function and effect. For example, the first chip and the second chip are only used to distinguish different chips, and their sequence is not limited. Those skilled in the art can understand that words such as "first" and "second" do not limit the number and execution order, and words such as "first" and "second" do not necessarily limit the difference.

It should be noted that, in the embodiments of the present application, words such as "exemplary" or "for example" are used as examples, illustrations or descriptions. Any embodiment or design described herein as "exemplary" or "for example" is not to be construed as preferred or advantageous over other embodiments or designs. Rather, the use of words such as "exemplary" or "such as" is intended to present related concepts in a concrete manner.

In the embodiments of the present application, "at least one" means one or more, and "multiple" means two or more. "And/or" describes the association relationship of associated objects, indicating that there may be three types of relationships, for example, A and/or B, which can mean: A exists alone, A and B exist simultaneously, and B exists alone, where A, B can be singular or plural. The character "/" generally indicates that the contextual objects are an "or" relationship. "At least one of the following" or similar expressions refer to any combination of these items, including any combination of single or plural items. For example, at least one item (piece) of a, b, or c can represent: a, b, c, a-b, a--c, b-c, or a-b-c, where a, b, c can be single or is multiple.

Currently, when a user is using a terminal device, the terminal device may display a pop-up window that the user is not interested in, and the user needs to manually operate to exit the pop-up window. Therefore, the display of the pop-up window interferes with the user's use of the terminal device, reducing user experience. Exemplarily, when a user uses a terminal device as shown in FIG. 1 , the terminal device displays a first pop-up window 10 , and the displayed content of the first pop-up window 10 includes a first link 101 and a close control 102 . When the user is not interested in the first pop-up window 10 , he needs to click the close control 102 to exit the first pop-up window 10 . The display of the first pop-up window 10 interferes with the user's use of the terminal device, reducing user experience.

Based on this, an embodiment of the present application provides a pop-up window management method. In the method, the terminal device records user operation information on the pop-up window. The terminal device or server analyzes the operation information of the target user on the pop-up window and/or the operation information of multiple users on the pop-up window, and obtains the analysis results (such as: in the prediction model of the subsequent first correspondence relationship, second correspondence relationship or management strategy) At least one of the above, wherein the first correspondence and the second correspondence are correspondences between characteristic information of pop-up windows and management strategies), and the management strategy of pop-up windows is determined based on the analysis results. The terminal device can manage the pop-up windows using a certain management strategy. In this way, if the pop-up window is a pop-up window that the target user is interested in, the terminal device allows it to run, and if the pop-up window is not a pop-up window that the target user is interested in, the terminal device intercepts it.

The user's operation information on the pop-up window reflects the user's preference for the pop-up window to a certain extent. The user's operation information on the pop-up window can be recorded in the log data by the terminal device. For example, in FIG. 1, when the content displayed on the first pop-up window 10 includes the first link 101, when the first pop-up window 10 is not a pop-up window that the user is interested in, the terminal device will not obtain the user's target for the first link 101. The click operation of the link 101, but the user's click operation on the close control 102 is obtained. The click operation is used to close the first pop-up window 10, and the terminal device can use the feature information of the first pop-up window 10, the first pop-up window 10 Information such as the start time, the exit time of the first pop-up window 10 and the user's click operation on the close control 102 in the first pop-up window 10 is recorded in the log data. For another example, when the first pop-up window 10 is the pop-up window that the user is interested in, the terminal device receives the user's click operation on the first link 101, and displays the network resource indicated by the first link 101 in response to the click operation. After the user finishes using the first pop-up window 10, the terminal device receives the exit instruction of the first pop-up window 10, and exits the first pop-up window 10 in response to the exit instruction. The feature information of the first pop-up window 10 , the start time of the first pop-up window 10 , the exit time of the first pop-up window 10 and the user's operation on the first pop-up window 10 are also recorded in the log data.

Therefore, in the pop-up window management method of the embodiment of the present application, the terminal device can record the user's operation information on the pop-up window in the log data, and the terminal device can analyze the log data by itself to obtain the analysis result, and the terminal device can also send the log data to the server, In order to make the server analyze the log data to obtain the analysis result. When the terminal device analyzes the log data by itself to obtain an analysis result, the terminal device determines a pop-up window management policy based on the analysis result, and uses the management policy to manage the pop-up window. When the terminal device sends log data to the server, the server can analyze the log data from the target terminal device to obtain a first analysis result, and the first analysis result is used to characterize a specific user's preferences for pop-up windows. A specific user is a user using the target terminal device. The server may also analyze log data from multiple terminal devices to obtain a second analysis result, and the second analysis result is used to characterize the user's general preferences for pop-up windows. The server may send the first analysis result and/or the second analysis result to the terminal device, so that the terminal device determines the management policy of the pop-up window based on the first analysis result and/or the second analysis result, so that the terminal device can adopt the management policy Manage popups. Alternatively, the server receives a pop-up window management request from the terminal device, the pop-up window management request is used to request the server to determine a pop-up window management policy based on the first analysis result and/or the second analysis result, and the server sends the pop-up window management policy to the terminal device, so that the terminal device uses the management policy to manage pop-up windows.

The method for managing pop-up windows in the embodiment of the present application may be applied to a terminal device, and the terminal device records the user's operation information on the pop-up window in the log data. The terminal device obtains the log data generated by the terminal device within the preset time period, and the log data includes the characteristic information of the pop-up windows run by the terminal device within the preset time period, the start time of the pop-up window, the exit time of the pop-up window, and the user's response to the pop-up window. The operation of the pop-up window and other information. The terminal device analyzes the acquired log data to obtain a plurality of first correspondences between the characteristic information of the pop-up window and the management policy. Based on the plurality of first correspondences, the terminal device determines a management policy, and uses the determined management policy to manage the pop-up window. Alternatively, the terminal device acquires a plurality of sample data, and the sample data includes a correspondence between characteristic information of the pop-up window and a management policy. The terminal device uses the plurality of sample data to train the initial model to obtain a prediction model of the management strategy. The input of the prediction model is the characteristic information of the pop-up window, and the output is the management strategy. The terminal device can use the prediction model of the management strategy to determine the management strategy of the pop-up window, and manage the pop-up window by using the determined management strategy. In this way, the interference of the pop-up window displayed on the terminal device on the user's use of the terminal device can be reduced.

The pop-up window management method provided in the embodiment of the present application can also be applied to the pop-up window management system shown in FIG. 2 . The pop-up window management system shown in FIG. 2 includes a server 201 and a terminal device 202 . In a first possible implementation manner, the terminal device 202 records the user's operation information on the pop-up window in log data, and sends the log data to the server 201 . The server 201 obtains multiple first correspondences based on the log data. Wherein, the first correspondence is the correspondence between the characteristic information of the pop-up window of the terminal device 202 and the management policy, or it can be understood that the first correspondence is the personalization of the terminal device 202 obtained based on the log data of the terminal device 202. Correspondence. The server 201 sends multiple first correspondences to the terminal device 202 . The terminal device 202 determines a pop-up window management policy based on the multiple first correspondences, and uses the management policy to manage the pop-up window, so as to reduce the interference caused by the appearance of the pop-up window to the user's use of the terminal device 202 .

In the second possible implementation, different from the first possible implementation, the server 201 stores the multiple first correspondences, the terminal device 202 sends a pop-up window management request to the server 201, and the pop-up window management request uses The server 201 determines the management policy of the pop-up window. The server 201 determines the management policy of the pop-up window according to the plurality of first correspondences, and sends the management policy of the pop-up window to the terminal device 202, and the terminal device 202 uses the management policy received to manage the pop-up window, so as to reduce the occurrence of pop-up windows. Interference caused by terminal device 202 .

In a third possible implementation manner, different from the above implementation manner, the server 201 acquires a plurality of sample data, and the sample data is marked based on the log data of the terminal device 202 . The server 201 uses the plurality of sample data to train an initial model to obtain a management strategy prediction model. The input of the management strategy prediction model is characteristic information of pop-up windows, and the output is management strategy. The server 201 sends the prediction model of the management strategy to the terminal device 202, and the terminal device 202 inputs the characteristic information of the pop-up window into the prediction model of the management strategy, obtains the management strategy of the pop-up window, and uses the management strategy to manage the pop-up window to reduce the occurrence of the pop-up window Interference caused to the user's use of the terminal device 202.

In the fourth possible implementation, different from the above third possible implementation, the server 201 stores the prediction model of the management strategy, the server 201 receives the pop-up window management request from the terminal device 202, and the pop-up window management request uses The server 201 determines the management policy of the pop-up window. The pop-up window management request includes the feature information of the pop-up window, and the server 201 inputs the feature information of the pop-up window into the prediction model of the management strategy to obtain the management strategy of the pop-up window, and sends the management strategy of the pop-up window to the terminal device 202, so that the terminal device 202 The management strategy is adopted to manage the pop-up windows, so as to reduce the interference caused by the appearance of the pop-up windows to the user's use of the terminal device 202 .

The pop-up window management method provided by the embodiment of the present application can also be applied to the pop-up window management system 30 shown in FIG. 3 . The pop-up window management system 30 shown in FIG. The terminal device 302-1 and the terminal device 302-2 are taken as an example for description). In a fifth possible implementation, the terminal device 302 records the user's operation information on the pop-up window in the log data, and sends the log data to the server 301, and the server 301 analyzes the received log data to obtain multiple first correspondences and/or multiple second correspondences. The server 301 sends the obtained multiple first correspondences and/or multiple second correspondences to the terminal device 302 . In this way, the terminal device 302 can determine the management policy of the pop-up windows in the terminal device 302 according to the multiple first correspondences and/or the multiple second correspondences, and use the management policy to manage the pop-up windows, so as to reduce the number of pop-up windows in the terminal device 302. The displayed pop-up window interferes with the user's use of the terminal device 302 .

Based on FIG. 3 , the server 301 analyzes the log data of the terminal device 302-1 to obtain the first corresponding relationship of the terminal device 302-1. It can be understood that the first correspondence of the terminal device 302-1 is a personalized correspondence between the characteristic information of the pop-up window of the terminal device 302-1 and the association policy. Likewise, the server 301 may analyze the log data of the terminal device 302-2 to obtain the first corresponding relationship of the terminal device 302-2. The server 301 analyzes the log data of the terminal device 302-1 and the log data of the terminal device 302-2 to obtain the second corresponding relationship. It can be understood that the second corresponding relationship is based on the generality of the characteristic information of the pop-up window obtained from big data and the management strategy. Correspondence.

In the sixth possible implementation, the server 301 collects log data from the terminal device 302-1 to the terminal device 302-2 to obtain the full amount of log data, and the server 301 sends the full amount of log data to the terminal device 302-1 to the terminal device 302-2 For the log data, the terminal device 302 analyzes the full amount of log data to obtain a plurality of second corresponding relationships. In this way, the terminal device 302 can determine the management strategy of the pop-up window in the terminal device 302 according to the plurality of second correspondences, and use the management strategy to manage the pop-up window, so as to reduce the impact of the pop-up window displayed in the terminal device 302 on the user's use of the terminal device. 302 interference.

In a seventh possible implementation, the server 301 obtains a plurality of sample data, the server 301 uses the obtained plurality of sample data to train the initial model, and obtains the prediction model of the management strategy, and the server 301 sends the terminal device 302-1 to the terminal device 302-2 Send the prediction model of the management strategy, so that the terminal device 302 can input the characteristic information of the pop-up window into the prediction model of the management strategy to obtain the management strategy of the pop-up window, and use the management strategy to manage the pop-up window, so as to reduce the number of displayed windows in the terminal device 302. The interference caused by the pop-up window to the user when using the terminal device 302.

It can be understood that the server 301 may also store the obtained multiple first correspondences and/or multiple second correspondences, or the server 301 stores a prediction model of the management policy. The server 301 receives a pop-up window management request from the terminal device 302, and the pop-up window management request is used for the server 301 to determine a pop-up window management policy. The server 301 determines the management strategy of the pop-up window according to a plurality of first correspondences and/or a plurality of second correspondences, or, the server 301 inputs the feature information of the pop-up window into the prediction model of the management strategy to obtain the management strategy of the pop-up window, and the server 301 sends the pop-up window management policy to the terminal device 302, so that the terminal device 302 adopts the management policy to manage the pop-up windows, thereby reducing the interference caused by the pop-up windows displayed on the terminal device 302 to the user using the terminal device 302.

It should be noted that the terminal device in the embodiment of the present application may be a mobile phone, a tablet computer, a handheld computer, a notebook computer, a vehicle terminal, a smart wearable device or a desktop computer, etc., and the functions of the terminal device in the embodiment of the present application may be shown in Figure 4 The terminal device shown in FIG. 4 is implemented. The terminal device 140 shown in FIG.

The processor 1401 may include one or more processing units, for example: the processor 1401 may include an application processor (application processor, AP), a modem processor, a graphics processing unit (graphics processing unit, GPU), an image signal processor (image signal processor (ISP), controller, video codec, digital signal processor (digital signal processor, DSP), baseband processor, and/or neural network processor (neural-network processing unit, NPU), etc. Wherein, different processing units may be independent devices, or may be integrated in one or more processors.

A memory may also be provided in the processor 1401 for storing instructions and data. In some embodiments, the memory in the processor 1401 may be a cache memory, which may store instructions or data that the processor 1401 has just used or recycled.

In some embodiments, the processor 1401 may include one or more interfaces, and the interface may include an integrated circuit (inter-integrated circuit, I2C) interface, an integrated circuit built-in audio (inter-integrated circuitsound, I2S) interface, pulse code modulation (pulse code modulation, PCM) interface, and/or universal serial bus (universal serial bus, USB) interface, etc.

The power supply 1404 supplies power for the processor 1401 , the memory 1402 , the display screen 1403 , the communication interface 1405 , the keys 1406 and the sensor module 1407 .

The communication interface 1405 of the terminal device 140 can provide applications on the terminal device 140 including wireless local area networks (wireless local area networks, WLAN) (such as: Wi-Fi network), Bluetooth, global navigation satellite system (global navigation satellite system, GNSS), FM, short-range wireless communication technology, infrared technology (infrared, IR) and other wireless communication solutions.

The terminal device 140 implements a display function through a display screen 1403, the display screen 1403 is used to display images, videos, etc., and the display screen 1403 includes a display panel. In some embodiments, the terminal device 140 may include 1 or N display screens 1403, where N is a positive integer greater than 1.

The memory 1402 may be used to store computer-executable program code, which includes instructions. The memory 1402 may include an area for storing programs and an area for storing data. Among them, the storage program area can store the operating system, at least one application program required by the function (such as: image display function, pop-up window management function, etc.), and the storage data area can store data, for example: the feature information of the pop-up window corresponds to the management strategy relationships, predictive models for management strategies, log data, etc.

The sensor module 1407 includes a pressure sensor 14071 for sensing pressure signals, which can convert the pressure signals into electrical signals. In some embodiments, a pressure sensor 14071 may be disposed in the display screen 1403 .

Touch sensor 14072, also known as "touch device". The touch sensor 14072 can be arranged on the display screen 1403, and the touch sensor 14072 and the display screen 1403 form a touch screen, also called “touch screen”. The touch sensor 14072 is used to detect a touch operation on or near it.

The key 1406 includes a volume key, an on/off key, etc. The key 1406 may be a mechanical key or a touch key. The terminal device 140 may receive key input and generate key signal input related to user settings and function control of the terminal device 140 .

The server in the embodiment of the present application may be one server or a server cluster, which is not limited in the embodiment of the present application. The functions of the server in the embodiment of the present application may be implemented by the server shown in FIG. 5 , and the server 150 shown in FIG.

The processor 1501 may be a general-purpose central processing unit (central processing unit, CPU), a microprocessor, an application-specific integrated circuit (application-specific integrated circuit, ASIC), or one or more devices used to control the program execution of the application program integrated circuit.

The communication line 1502 may include at least one path, such as a data bus, and/or a control bus, for transmitting information between the aforementioned components (such as at least one processor 1501, communication line 1502, memory 1503, and at least one communication interface 1504).

The communication interface 1504 uses any device such as a transceiver for communicating with other devices or communication networks, such as wide area networks (wide area network, WAN), local area networks (local area networks, LAN) and so on.

The memory 1503 may be a read-only memory (read-only memory, ROM) or other types of static storage devices that can store static information and instructions, a random access memory (random access memory, RAM) or other types that can store information and instructions Type of dynamic storage device, also can be electrically erasable programmable read-only memory (electrically erasable programmable read-only memory, EEPROM), read-only disc (compactdisc read-only memory, CD-ROM) or other optical disc storage, optical disc storage (including compact discs, laser discs, optical discs, digital versatile discs, Blu-ray discs, etc.), magnetic disk storage media or other magnetic storage devices, or can be used to carry or store desired program code in the form of instructions or data structures and can be programmed by a computer Any other medium accessed, but not limited to. The memory 1503 may exist independently, and is connected to the processor 1501 through the communication line 1502 . The memory 1503 can also be integrated with the processor 1501. The memory 1503 provided in this embodiment of the present application generally includes a non-volatile memory. Wherein, the memory 1503 is used to store computer instructions for executing the solution of the present application, and the execution is controlled by the processor 1501 . The processor 1501 is configured to execute computer instructions stored in the memory 1503, so as to implement the methods provided in the following embodiments of the present application. Exemplarily, the memory 1503 stores computer instructions for implementing pop-up window management functions. Store the corresponding relationship between the characteristic information of the pop-up window and the management strategy, the prediction model of the management strategy, log data, etc.

Storage 1503 includes internal memory and hard disk.

Optionally, the computer instructions in the embodiments of the present application may also be referred to as application program codes or systems, which are not specifically limited in the embodiments of the present application.

In a specific implementation, as an embodiment, the server 150 may include multiple processors, and each of these processors may be a single-core (single-CPU) processor or a multi-core (multi-CPU) processor. processor. A processor herein may refer to one or more devices, circuits, and/or processing cores for processing data (eg, computer program instructions).

In a specific implementation, as an example, the server 150 may further include an output device 1505 and/or an input device 1506 . Output device 1505 is in communication with processor 1501 and can display information in a variety of ways. For example, the output device 1505 may be a liquid crystal display (liquid crystal display, LCD), a light emitting diode (light emitting diode, LED) display device, a cathode ray tube (cathode ray tube, CRT) display device, or a projector (projector), etc. . The input device 1506 communicates with the processor 1501 and can receive user input in various ways. For example, the input device 1506 may be a mouse, a keyboard, a touch screen device, or a sensory device, among others.

It should be noted that the structure shown in the embodiment of the present application does not constitute a specific limitation on the terminal device 140 and the server 150; it can be understood that the terminal device 140 and the server 150 may include more or less components than those shown in the figure, Some components may be combined, some components may be separated, or different components may be arranged; wherein, the illustrated components may be realized by hardware, software or a combination of software and hardware.

The technical solution of the present application and how the technical solution of the present application solves the above technical problems will be described in detail below with specific embodiments. The following specific embodiments may be implemented independently, or may be combined with each other, and the same or similar concepts or processes may not be repeated in some embodiments.

As shown in Figure 6, it is a schematic flowchart of a pop-up window management method provided by the embodiment of the present application, and Figure 6 includes:

S600: The terminal device records the user's operation information on the pop-up window in the log data.

In one example, as shown in FIG. 7 , when the terminal device opens the first webpage 701, a second pop-up window 702 pops up in the terminal device, and the second pop-up window 702 displays the links of the top four news information currently popular, The terminal device shown in A in FIG. 7 receives the user's first click operation on the first news information link 7021 in the second pop-up window 702, and the terminal device displays the second click operation corresponding to the first news information link 7021 in B in response to the first click operation. Page 703. In response to the user's sliding operation on the second webpage 703, the terminal device slides to display the first news information. The terminal device receives a click operation on the close control 7031 of the second web page 703, closes the second web page 703 in response to the click operation, and displays the interface shown in C of FIG. 7 , and the terminal device receives the closing of the second pop-up window 702 Control 7022 close command, and exit the second pop-up window 702 in response to the close command. The terminal device sets the logo of the second pop-up window 702, the start time of the second pop-up window 702 at 13:25 on June 15, 2021, the exit time of the second pop-up window 702 at 13:35 on June 15, 2021, and the second pop-up window 702. The first user operation information such as the content displayed in the second pop-up window 702 is recorded in the log data. The first user operation information is the user's operation information on the second pop-up window 702 . The first user operation information includes the logo of the second pop-up window 702, the start time of the second pop-up window 702 at 13:25 on June 15, 2021, and the exit time of the second pop-up window 702 at 13:35 on June 15, 2021 points and the content displayed in the second pop-up window 702 and other information.

In another example, as shown in FIG. 8, the terminal device pops up a third pop-up window 502 during the process of running the first application program 501. The third pop-up window 502 includes a promotion link 5021 and a close control 5022. The terminal device receives the The closing command of the closing control 5022 of the third pop-up window 502, in response to the closing command to close the third pop-up window 502, the terminal device will set the logo of the third pop-up window, the start time of the third pop-up window 502 June 15, 2021 13 Second user operation information such as 25 minutes and 40 seconds, the exit time of the third pop-up window 502 at 13:25:43 on June 15, 2021, and the content displayed in the third pop-up window 502 are recorded in the log data. The second user operation information is the user's operation information on the third pop-up window 502 . The second user operation information includes the logo of the third pop-up window, the start time of the third pop-up window 502 at 13:25:40 on June 15, 2021, and the exit time of the third pop-up window 502 at 13:00 on June 15, 2021 25 minutes and 43 seconds and the content displayed in the third pop-up window 502 and other information.

S601: The terminal device acquires log data generated by the terminal device within a preset time period. Wherein, the log data includes information such as the identification of the pop-up window run by the terminal device within the preset time period, the start time of the pop-up window, the exit time of the pop-up window, and the content displayed in the pop-up window.

In a possible implementation manner, the terminal device may read log data stored on the terminal device and generated within a preset time period.

Based on the example in S600, the log data generated by the terminal device within the preset time period includes the characteristic information of the second pop-up window 702 recorded by the terminal device during the running of the second pop-up window 702, the start time of the second pop-up window 702, and The exit time of the second pop-up window 702, etc. The log data also includes the feature information of the third pop-up window 502 recorded by the terminal device during running the third pop-up window 502, the start time of the third pop-up window 502, the exit time of the third pop-up window 502, and the like.

Optionally, the log data generated within the preset time period also includes pop-up blocking logs. The pop-up blocking log includes information such as the identification of the pop-up window and the identification of the blocking tool. Wherein, the pop-up blocking log may be the blocking log of the pop-up window recorded by other blocking tools (such as browser, system or application program) recorded by the terminal device.

S602: The terminal device obtains a plurality of first correspondences according to the acquired log data, where the first correspondences include correspondences between characteristic information of pop-up windows and management policies. The feature information of the pop-up window includes at least one of an identifier of the pop-up window and content displayed on the pop-up window.

In a possible implementation, the terminal device determines the running time of the pop-up window in the log data, and determines the management strategy of the pop-up window according to the running time of the pop-up window and the content displayed in the pop-up window, and obtains the user's account ID, the pop-up window The corresponding relationship between feature information and the management strategy of the pop-up window.

Based on the above example of log data that records the first user operation information, the terminal device determines that the running time of the second pop-up window 702 is: the time difference between the exit time of the second pop-up window 702 and the start-up time of the second pop-up window 702 is 10 minutes , the content displayed in the second pop-up window 702 includes the first news information link to the fourth news information link, the running time of the second pop-up window 702 is 10 minutes, and the running time of the second pop-up window 702 is longer than the preset time length of 5 seconds, It is illustrated that the second pop-up window 702 is a pop-up window that the user is interested in, and the terminal device determines that the management policy of the second pop-up window 702 is the second management policy. The terminal device obtains the corresponding relationship between the user's account identifier, the identifier of the second pop-up window 702, and the second management policy. Wherein, the preset duration can be set according to the time required for the user to close pop-up windows that are not of interest to the user.

Based on the above example of the log data recording the second user operation information, the terminal device determines that the running time of the third pop-up window 502 is: the time difference between the exit time of the third pop-up window 502 and the start-up time of the third pop-up window 502 is 3 seconds The content displayed in the third pop-up window 502 includes the promotion link 5021, and the running time of the third pop-up window 502 is 3 seconds. In the case that the content displayed in the third pop-up window 502 includes the promotion link 5021, the running time of the third pop-up window 502 is only 3 seconds, and the running time of the third pop-up window 502 is less than the preset time length, indicating that the third pop-up window 502 is not For the pop-up window that the user is interested in, the terminal device determines that the management policy of the third pop-up window 502 is the first management policy. The terminal device obtains the corresponding relationship between the user's account identifier, the identifier of the third pop-up window 502, and the first management policy.

It can be understood that, when the content displayed in the pop-up window does not include links or other controls, the pop-up window may be used to display notification information, and the embodiment of the present application determines that the management policy of this type of pop-up window may be the first management policy. Other controls are controls used to control the display status of the pop-up window (for example: controls for zooming in the pop-up window, controls for reducing the pop-up window, controls for hiding the pop-up window, etc.) and controls for exiting the pop-up window Controls other than controls.

For a pop-up window in the pop-up blocking log in the log data, the terminal device determines that the management policy corresponding to the characteristic information of the pop-up window is the first management policy. The first correspondence may also include a correspondence between identifiers of pop-up windows in the pop-up blocking log and the first management policy. In this way, even when other blocking tools in the terminal device fail, the terminal device can still block these pop-up windows.

The first corresponding relationship may also include a corresponding relationship between the first feature information and the first management policy preset through the code. The first feature information includes one or more of preset keywords, preset image features, or preset links.

S603: The terminal device acquires a pop-up window request, where the pop-up window request is used to request to start a target pop-up window. The popup request may include feature information of the target popup. The feature information of the target pop-up window includes at least one of an identifier of the target pop-up window and content displayed on the target pop-up window.

The content displayed in the target pop-up window includes: character information, image information, links or controls displayed in the target pop-up window.

In a possible implementation manner, the terminal device uses a preset code to intercept the pop-up request before the pop-up request is executed.

It should be noted that the embodiment of the present application does not limit the type of the pop-up request, and the pop-up request may be an automatic pop-up request triggered by a process in a webpage or an application program.

S604: The terminal device determines a management strategy for the target pop-up window according to the multiple stored first correspondences.

In a possible implementation, the terminal device reads the management policy corresponding to the characteristic information of the target pop-up window from the stored multiple first correspondences, and the read management policy does not include the policy used to indicate the interception of the target pop-up window. In this case, the terminal device determines that the management policy of the target pop-up window is the second management policy, and if the read management policy includes a policy for indicating interception of the target pop-up window, the terminal device determines that the management policy of the target pop-up window is the second management policy. 1. Management strategy.

Based on the example of the above log data, if the target pop-up window is the second pop-up window 702, the second pop-up window 702 does not include any of the preset keywords, preset image features or preset links, and the second pop-up window 702 does not exist in the pop-up interception log, the terminal device determines that the management policy of the second pop-up window 702 is the second management policy, and if the target pop-up window is the third pop-up window 502, then the terminal device determines that the management policy of the third pop-up window 502 is The management policy is the first management policy.

In this way, the multiple first correspondences reflect the preferences of the user using the terminal device for pop-up windows. Therefore, the management strategy determined according to the multiple first correspondences is theoretically more in line with the needs of the user and reduces the display of pop-up windows. Interference with the user's use of the terminal equipment.

It can be understood that the first correspondence may also include a correspondence between the pre-stored first feature information and the first management policy. The first feature information includes one or more of preset keywords, preset image features, or preset links. In this way, if the content displayed in the pop-up window includes information such as preset keywords, preset image features, and preset links that do not exist in the log data, the terminal device still intercepts the pop-up window. Among them, information such as preset keywords, preset image features, and preset links can be obtained by analyzing content displayed in pop-up windows including bad information based on experience.

In the case that the multiple first correspondences stored in the terminal device do not include the management strategy corresponding to the characteristic information of the target pop-up window for indicating interception of the target pop-up window, the terminal device determines that the management strategy of the target pop-up window is the second management strategy. Strategy. In this way, pop-up windows including promotional information can still pop up normally, which is beneficial to the development of the normal advertising industry.

S605: The terminal device manages the target pop-up window by using the management policy of the target pop-up window.

In a case where the management policy of the target pop-up window is used to indicate interception of the target pop-up window, the terminal device intercepts the target pop-up window. Alternatively, when the management policy of the target pop-up window is used to indicate that the target pop-up window is allowed to run, the terminal device starts the target pop-up window.

Based on the example of the above log data, if the target pop-up window is the second pop-up window 702, the terminal device starts the second pop-up window 702, and if the target pop-up window is the third pop-up window 502, the terminal device intercepts the third pop-up window 502. Pop-up window 502.

In the embodiment of the present application, the terminal device determines the pop-up window management strategy in the terminal device according to the stored multiple first correspondences, and the multiple first correspondences are obtained based on the log data analysis in the terminal device, The log data reflects to a certain extent the preference of the user using the terminal device for the pop-up window. Therefore, the management strategy of the pop-up window determined according to the plurality of first correspondences can better meet the needs of the user using the terminal device. The terminal device will block the pop-up window in the log data that the user is not interested in, thereby reducing the interference of the pop-up window displayed by the terminal device on the user's use of the terminal device.

As shown in FIG. 9, it is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application. The pop-up window management method shown in FIG. 9 includes:

S900: The terminal device acquires a plurality of sample data. The sample data includes the characteristic information of the pop-up window and the label management strategy corresponding to the characteristic information of the pop-up window.

It should be noted that the multiple sample data obtained by the terminal device may be manually imported or sent by other devices, which is not limited in this embodiment of the present application.

S901: The terminal device trains an initial model according to the plurality of sample data to obtain a prediction model of a management strategy. The input of the prediction model is the characteristic information of the pop-up window, and the output is the management strategy.

In a possible implementation, the terminal device inputs the sample data into the initial model to obtain the prediction management strategy corresponding to the feature information of the pop-up window in the sample data, and the terminal device determines the difference between the prediction management strategy and the corresponding label management strategy to obtain multiple difference values , the terminal device reversely transmits the multiple difference values to update the model parameters in the initial model, until the difference value is less than the threshold, and obtains the prediction model of the management strategy. The initial model may be a neural network model preset in the terminal device and constructed based on preset rules. Wherein, the threshold can be set according to the prediction accuracy required by the prediction model of the management strategy.

S902: The terminal device acquires a pop-up window request, where the pop-up window request is used to request to start a target pop-up window. The popup request may include feature information of the target popup. The feature information of the target pop-up window includes at least one of an identifier of the target pop-up window and content displayed on the target pop-up window.

For possible implementations and related descriptions, refer to the description in S603 above, and details are not repeated here.

S903: The terminal device inputs the characteristic information of the target pop-up window into the prediction model of the management strategy to obtain the management strategy of the target pop-up window.

S904: The terminal device manages the target pop-up window by using the management policy of the target pop-up window.

For possible implementations and examples, refer to the description in S605 above, and details are not repeated here.

In the embodiment of the present application, the prediction model of the management policy in the terminal device is obtained through training based on sample data, and the sample data may be obtained based on the annotation of log data of the terminal device. To a certain extent, the log data reflects the preferences of the users who use the terminal equipment for pop-up windows. Therefore, the management strategy output by the predictive model of the management strategy tends to meet the needs of the users who use the terminal equipment. For the log data used The terminal device intercepts the pop-up window that the user of the terminal device is not interested in, thereby reducing the interference of the pop-up window displayed in the terminal device on the user's use of the terminal device.

Fig. 10 is a schematic flowchart of another pop-up window management method provided in the embodiment of the present application. The pop-up window management method shown in Fig. 10 can be applied to the pop-up window management system shown in Fig. 2 , and Fig. 10 includes:

S1000: The terminal device records the user's operation information on the pop-up window in the log data.

For possible implementations and examples, refer to the description in S600 above, and details are not repeated here.

S1001: The terminal device sends log data to the server.

In a possible implementation manner, the terminal device sends the log data recorded within the preset time period to the server every preset time period.

Exemplarily, the terminal device may send log data acquired within the preset time period to the server every preset time period (eg, one hour, half an hour, 24 hours, or one week, etc.).

In another possible implementation manner, the terminal device sends the log data obtained during the last startup to the server after startup.

In another possible implementation manner, when the log data stored on the terminal device is greater than or equal to a preset amount, the terminal device sends the stored log data to the server.

In one example, when the log data stored on the terminal device is greater than or equal to a preset number (eg, the preset number can be 30, 50, 60 or 100), the stored log data is sent to the server. In another example, when the size of the log data stored on the terminal device is greater than or equal to 100M, the acquired log data is sent to the server.

Optionally, the log data sent by the terminal device to the server also includes an account identifier for using the terminal device.

S1002: The server analyzes the log data to obtain a plurality of first correspondences, where the first correspondences include correspondences between characteristic information of pop-up windows and management policies. The feature information of the pop-up window includes at least one of an identifier of the pop-up window and content displayed on the pop-up window.

For a possible implementation manner and a description of the first correspondence, refer to the description in S602 above, and details are not repeated here.

S1003: The server sends multiple first correspondences to the terminal device.

For S1004-S1006, refer to the description in S603-S605 above, and details will not be repeated here.

In the embodiment of the present application, the terminal device determines the pop-up window management strategy in the terminal device according to the received multiple first correspondences, and the multiple first correspondences are obtained based on the log data analysis in the terminal device, The log data reflects to a certain extent the preference of the user using the terminal device for the pop-up window. Therefore, the management strategy of the pop-up window determined according to the plurality of first correspondences can better meet the needs of the user using the terminal device. The terminal device will block the pop-up window in the log data that the user is not interested in, thereby reducing the interference of the pop-up window displayed by the terminal device on the user's use of the terminal device.

FIG. 11 is a schematic flowchart of another pop-up window management method provided in the embodiment of the present application. The pop-up window management method shown in FIG. 11 can be applied to the pop-up window management system shown in FIG. 2 , and FIG. 11 includes:

For S1100-S1102, refer to the description in S1000-S1002 above, and details are not repeated here.

S1103: The terminal device obtains a pop-up window request, which is used to request to start a target pop-up window. The popup request may include feature information of the target popup. The feature information of the target pop-up window includes at least one of an identifier of the target pop-up window and content displayed on the target pop-up window.

For a possible implementation manner, refer to the description in S603 above, and details are not repeated here.

S1104: The terminal device sends a pop-up window management request to the server, and the pop-up window management request is used for the server to determine a target pop-up window management policy. The popup window management request includes characteristic information of the target popup window.

S1105: The server determines a management strategy for the target pop-up window according to the stored multiple first correspondences.

For a possible implementation manner, refer to the description in S604 above, and details are not repeated here.

S1106: The server sends the management policy of the target pop-up window to the terminal device.

S1107: The terminal device manages the target pop-up window by using the management policy of the target pop-up window.

For possible implementations and examples, refer to the description in S605 above, and details are not repeated here.

In the embodiment of the present application, the server determines the pop-up window management strategy in the terminal device according to the multiple stored first correspondences, and the multiple first correspondences are obtained based on the analysis of the log data in the terminal device. The data reflects to a certain extent the preferences of users using the terminal device for pop-up windows. Therefore, the management strategy for pop-up windows determined according to the multiple first correspondences can better meet the needs of users using the terminal device. For log For the pop-up windows in the data that the user is not interested in, the terminal device will intercept the pop-up window, thereby reducing the interference of the pop-up windows displayed by the terminal device on the user's use of the terminal device.

FIG. 12 is a schematic flowchart of another pop-up window management method provided in the embodiment of the present application. The pop-up window management method shown in FIG. 12 can be applied to the pop-up window management system shown in FIG. 2 , and FIG. 12 includes:

S1200: The server acquires a plurality of sample data. The sample data includes the characteristic information of the pop-up window and the label management strategy corresponding to the characteristic information of the pop-up window.

For possible implementations and examples, refer to the description in S900, and details are not repeated here.

S1201: The server trains an initial model according to the plurality of sample data to obtain a prediction model of a management strategy. The input of the prediction model is the characteristic information of the pop-up window, and the output is the management strategy.

For possible implementations and examples, refer to the description in S901, and details are not repeated here.

For S1202-S1203, refer to the description in S1103-S1104 above, and details are not repeated here.

S1204: The server inputs the feature information of the target pop-up window into the prediction model of the management strategy to obtain the management strategy of the target pop-up window.

S1205: The server sends the management policy of the target pop-up window to the terminal device.

S1206: The terminal device manages the target pop-up window by using the management policy of the target pop-up window.

In the embodiment of the present application, the prediction model of the management policy in the server is trained based on sample data, and the sample data may be obtained based on the annotation of log data of terminal devices. To a certain extent, the log data reflects the preferences of the users who use the terminal equipment for pop-up windows. Therefore, the management strategy output by the prediction model of the management strategy tends to meet the needs of the users who use the terminal equipment. For pop-up windows that are not of interest, the terminal device will intercept the pop-up window, reducing the interference of pop-up windows displayed on the terminal device on the user's use of the terminal device.

It can be understood that the prediction model of the management strategy obtained by the above server training can be sent to the terminal device, and the terminal device inputs the feature information of the pop-up window into the prediction model of the management strategy to obtain the management strategy of the pop-up window, and adopt the management strategy of the pop-up window Manage popups. For the pop-up window in the log data that the user using the terminal device is not interested in, the terminal device can still intercept the management policy of the pop-up window, reducing the interference of the pop-up window displayed on the terminal device to the user's use of the terminal device.

FIG. 13 is a schematic flowchart of another pop-up window management method provided in the embodiment of the present application. The pop-up window management method shown in FIG. 13 can be applied to the pop-up window management system shown in FIG. 3 , and FIG. 13 includes:

S1301: The first terminal device records the user's operation information on the pop-up window in the first log data.

S1301': The second terminal device records the user's operation information on the pop-up window in the second log data.

For descriptions and examples of S1301 and S1301', refer to the description in S600 above, and details are not repeated here.

S1302: The first terminal device sends the first log data to the server.

S1302': The second terminal device sends the second log data to the server.

Optionally, the first log data further includes an account identifier of a user using the first terminal device. The second log data includes an account identifier of a user using the second terminal device.

S1303: The server analyzes the first log data and the second log data to obtain multiple second correspondences. The second correspondence includes the correspondence between the feature information of the pop-up window and the management policy. The feature information of the pop-up window includes at least one of an identifier of the pop-up window and content displayed on the pop-up window.

It can be understood that the second correspondence is a general correspondence obtained based on big data. This embodiment of the present application only uses two terminal devices as an example for description.

In a possible implementation, when the server determines that the pop-up interception log in the acquired log data includes the identifier of the target pop-up window, the server determines that the management policy corresponding to the characteristic information of the target pop-up window is the first management policy. When the server determines that the pop-up interception log in the acquired log data does not include the identification of the target pop-up window, and the ratio of the number of targets to the total number of log data of the target pop-up window acquired by the server is greater than the preset threshold, the server determines the target The management strategy corresponding to the characteristic information of the pop-up window is the second management strategy. When the server determines that the pop-up interception log in the acquired log data does not include the identification of the target pop-up window, and the ratio of the number of targets to the total number is less than or equal to the preset threshold, the server determines that the feature information of the target pop-up window corresponds to The management policy is the first management policy. The target quantity is the quantity of log data representing the user's interest in the target pop-up window.

In one example, the pop-up blocking log in the log data obtained by the server does not include the identification of the first pop-up window. If more than 80% of the log data in the target log data records that the user closed the second pop-up window after A pop-up window. The management strategy determined by the server for the characteristic information of the first pop-up window is the first management strategy. Wherein, the target log data is the log data corresponding to the user's operation information on the first pop-up window in the first log data and the second log data.

Optionally, S1304: The server analyzes the first log data to obtain multiple first correspondences of the first account identifiers. The server analyzes the second log data to obtain multiple first correspondences of the second account identifiers. The first account identifier is the account identifier of the user using the first terminal device, and the second account identifier is the account identifier of the user using the second terminal device.

For possible implementations and examples, refer to the description in S602 above, and details are not repeated here.

S1305: The server sends the obtained multiple second correspondences and the multiple first correspondences of the first account identifier to the first terminal device.

S1305': The server sends the obtained multiple second correspondences and the multiple first correspondences of the second account identifiers to the second terminal device.

S1306: The first terminal device obtains a pop-up window request, where the pop-up window request is used to request to start a target pop-up window. The popup request may include feature information of the target popup. The feature information of the target pop-up window includes at least one of an identifier of the target pop-up window and content displayed on the target pop-up window.

For possible implementations and related descriptions, refer to the description in S603 above, and details are not repeated here.

S1307: The first terminal device determines a management strategy for the target pop-up window according to the multiple second correspondences and the multiple first correspondences of the first account identifier.

In a possible implementation, if the first correspondence includes the management policy corresponding to the feature information of the target pop-up window, the first terminal device determines the management policy corresponding to the feature information of the target pop-up window as the management policy of the target pop-up window . In this way, the multiple first correspondences reflect the user's preference for pop-up windows using the first terminal device. Therefore, the management strategy determined according to the multiple first correspondences is theoretically more in line with the needs of the user and helps to reduce pop-up windows. The appearance of the window interferes with the user's use of the first terminal device.

In the case that the management policy corresponding to the feature information of the target pop-up window is not included in the first correspondence, but the management policy corresponding to the feature information of the target pop-up window is included in the second correspondence, the first terminal device uses the feature information of the target pop-up window The management policy corresponding to the information is determined as the management policy of the target pop-up window. In this way, multiple second correspondences reflect the preferences of most users for pop-up windows, and the management strategy determined according to the second correspondence can intercept pop-up windows that most users are not interested in, reducing the impact of pop-up windows on users using the first terminal. device interference.

In the case that neither the first correspondence nor the second correspondence includes the management policy corresponding to the characteristic information of the target pop-up window, the first terminal device determines that the management policy of the target pop-up window is the second management policy. The end device allows it to operate.

S1308: The first terminal device manages the target pop-up window using the management policy of the target pop-up window.

For possible implementations and examples, refer to the description in S605 above, and details are not repeated here.

It can be understood that, the second terminal device may also determine a management policy for the pop-up windows on it in the manner of S1306-S1308, and use the management policy to manage the pop-up windows. No longer.

In the embodiment of the present application, the terminal device acquires log data and sends it to the server. The server analyzes the log data from multiple terminal devices to obtain multiple second correspondences and sends them to the terminal device. The multiple second correspondences It can be used for terminal devices to determine the management policy of pop-up windows. The multiple second correspondences reflect to a certain extent the pop-up windows that most users may or may not be interested in. In this way, the management policy determined by the terminal device according to the multiple second correspondences can better meet the needs of most users. Requirements, for the pop-up windows in the log data that the user is not interested in, the terminal device will intercept the pop-up window, thereby reducing the interference of the display of the pop-up window on the user's use of the terminal device.

As shown in Figure 14, it is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application. The pop-up window management method shown in Figure 14 can be applied to the pop-up window management system shown in Figure 3, and the pop-up window management system shown in Figure 14 The pop-up window management method includes the following steps:

S1400: The server acquires multiple sample data. The sample data includes the characteristic information of the pop-up window and the label management strategy corresponding to the characteristic information of the pop-up window.

It should be noted that the multiple sample data in the server may be manually imported or received from other devices, which is not limited in this embodiment of the present application.

S1401: The server trains an initial model according to the plurality of sample data to obtain a prediction model of the management strategy. The input of the predictive model of the management strategy is the feature information of the pop-up window, and the output is the management strategy.

For a possible implementation manner, refer to the description in S901 above that the terminal device trains the initial model to obtain the prediction model of the management policy, and details are not repeated here.

S1402-S1402': The server sends the predicted models of the management policies obtained through training to the first terminal device and the second terminal device respectively.

For S1403-S1405, refer to the description in S902-S904 above, and details are not repeated here.

In the embodiment of the present application, the prediction model of the management policy in the terminal device is obtained by the server through training based on multiple sample data, and the multiple sample data can be obtained based on the terminal device's log data annotation. The log data reflects the preference of most users for pop-up windows to a certain extent. Therefore, the management strategy output by the predictive model of the management strategy tends to meet the needs of most users. For the majority of users using the terminal device in the log data For pop-up windows that the user is not interested in, the terminal device will implement a management strategy to intercept the pop-up window, reducing the interference of pop-up windows displayed on the terminal device on the user's use of the terminal device.

It can be understood that, in the pop-up window management method shown in FIG. 14, the server may not send the prediction model of the management strategy to the terminal device, the terminal device sends a pop-up window management request to the server, and the server sends the pop-up window management request The feature information of the input is input into the prediction model of the management strategy to obtain the management strategy of the pop-up window, and the obtained management strategy is sent to the terminal device, so that the terminal device uses the management strategy to manage the pop-up window. It is also possible to reduce the impact of the display of the pop-up window on the user's use of the terminal device.

As shown in FIG. 15, it is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application. The method shown in FIG. 15 includes the following steps:

S1500: The terminal device acquires a pop-up window request, where the pop-up window request is used to request to start a target pop-up window. The popup request may include feature information of the target popup. The feature information of the target pop-up window includes at least one of an identifier of the target pop-up window and content displayed on the target pop-up window.

For a possible implementation manner, refer to the description in S603 above, and details are not repeated here.

S1501: The terminal device sends a pop-up window management request to the server, and the pop-up window management request is used for the server to determine a management policy of the target pop-up window according to characteristic information of the target pop-up window.

S1502: The server determines the management policy of the target pop-up window.

For a possible implementation, refer to the description of the server determining the management policy of the target pop-up window in S1105 above. No longer.

For another possible implementation manner, refer to the description in S1204 above. The server inputs the characteristic information of the target pop-up window into the prediction model of the management strategy to obtain the management strategy of the target pop-up window.

S1503: The server sends the management policy of the target pop-up window to the terminal device.

S1504: The terminal device manages the target pop-up window by using the management policy of the target pop-up window.

In the embodiment of this application, the terminal device can request the server to determine the management strategy for the target pop-up window, and the server determines the management strategy of the target pop-up window, regardless of whether it is based on the stored correspondence or the predicted model of the trained management strategy , all refer to the log data, and the log data reflects the preferences of users using the terminal device for pop-up windows and/or the preferences of most users for pop-up windows. window and/or a pop-up window that most users are not interested in, the server determines that the management policy of the pop-up window is used to instruct to block the pop-up window, thus helping to reduce the interference of the pop-up window displayed on the terminal device to the user's use of the terminal device.

Figure 16 is a schematic flowchart of another pop-up window management method provided by the embodiment of the present application. The method shown in Figure 16 includes the following steps:

S1600: The terminal device acquires a pop-up window request, where the pop-up window request is used to request to start a target pop-up window. The popup request may include feature information of the target popup. The feature information of the target pop-up window includes at least one of an identifier of the target pop-up window and content displayed on the target pop-up window.

For possible implementations and related descriptions, refer to the description in S603 above, and details are not repeated here.

S1601: The terminal device determines whether the management policy of the target pop-up window is used to indicate that the target pop-up window is allowed to run, if yes, execute S1602, and if not, execute S1606.

For a possible implementation manner, refer to the description in S1105 above. No longer.

For another possible implementation manner, refer to the description in S1204 above. No longer.

S1602: The terminal device displays the prompt information of the pop-up window and the control controls of the target pop-up window according to the characteristic information of the target pop-up window and the management strategy of the target pop-up window. The prompt information of the pop-up window is used to prompt the user to select different controls to block the pop-up window or allow the pop-up window to run.

In one example, as shown in Figure 17, the prompt information of the pop-up window obtained by the terminal device is: the target pop-up window includes the activity information of product A, please click the intercept button to block the target pop-up window, and click the run button to allow the target pop-up window to run.

S1603: The terminal device receives a user instruction in the interface, where the user instruction is used to control the terminal device to intercept the target pop-up window, or the user instruction is used to control the terminal device to start the target pop-up window.

S1604: The terminal device intercepts the target pop-up window or starts the target pop-up window in response to the user instruction.

S1605: The terminal device updates the corresponding relationship between the feature information of the pop-up window stored in the terminal device and the management policy according to the user instruction and the feature information of the target pop-up window, or the terminal device trains the terminal device according to the user instruction and the feature information of the target pop-up window Predictive models for prebuilt management strategies.

The embodiment of the present application does not limit the execution order of S1604 and S1605. For example, S1604 is executed after S1605 is executed.

S1606: The terminal device intercepts the target pop-up window.

In the embodiment of the present application, the terminal device can more accurately obtain the user's preference for the pop-up window (for example, the user wants to intercept the target pop-up window or run the target pop-up window), intercept the target pop-up window or run the target pop-up window according to the user's instruction, and The obtained user's preferences for pop-up windows update the corresponding relationship between the characteristic information of the pop-up windows stored in the terminal device and the management strategy (such as the first correspondence and/or the second correspondence above), or, according to the acquired user preference for the pop-up window The prediction model of the management strategy stored in the terminal device is updated according to the preferences, and the management strategy determined by the updated corresponding relationship or the prediction model of the management strategy is more in line with the user's preference, further reducing the interference of the display of pop-up windows on the user's use of the terminal device.

The method provided by the embodiment of the present application is described above, and the device for performing the above method provided by the embodiment of the present application is described below. Exemplarily, FIG. 2 is a schematic structural diagram of a pop-up window management system provided by an embodiment of the present application. The pop-up window management system includes a server 201 and a terminal device 202; wherein the terminal device 202 is used to record the first operation information of the target user on the pop-up window; the first operation information includes: the target user's account identifier, the pop-up window identifier, the pop-up window The content displayed in the window and the running time information of the pop-up window; the terminal device 202 is also used to send the first operation information to the server 201; the first operation information is used for the server 201 to obtain multiple first correspondences; the first correspondence includes the pop-up window The corresponding relationship between the feature information of the pop-up window and the management strategy; the feature information of the pop-up window includes at least one of the logo of the pop-up window or the content displayed in the pop-up window; the terminal device 202 is used to obtain the pop-up window request; the pop-up window request is used to request Start the target pop-up window; the terminal device 202 is used to send a pop-up window management request to the server 201; the pop-up window management request is used for the server 201 to determine the management strategy of the target pop-up window; Feature information; the server 201 is used to determine the target management policy corresponding to the feature information of the target pop-up window according to multiple first correspondences; the server 201 is also used to send the target management policy to the terminal device 202; the target management policy is used to indicate interception In the case of a target pop-up window, the terminal device 202 is used to intercept the target pop-up window. For example: with reference to FIG. 11 , the terminal device 202 can be used to perform the sending steps in S1100 and S1101, the sending steps in S1103 and S1104, the receiving steps in S1106 and S1107. The server 201 may be used to execute the receiving step in S1101, the receiving steps in S1102 and S1104, and the sending steps in S1105 and S1106.

Optionally, the above-mentioned first correspondence includes one or more of the following: a correspondence between the first feature information and the first management policy; the first management policy is used to indicate the interception of pop-up windows; the first feature information includes One or more of preset keywords, preset image features, or preset links; or, the corresponding relationship between account identifiers, second feature information, and first management policies; the second feature information includes: The historical running time recorded in the operation information is less than the preset time, and includes the identification of the pop-up window of the control or link, wherein the control is a control with adjustment or link function, and the link is different from the preset link; or, the account identification, the third The corresponding relationship between the feature information and the second management strategy; the third feature information includes: the historical running time recorded in the first operation information is greater than or equal to the preset time length, and includes the identification of the pop-up window of the control or link; wherein, The second management policy is used to indicate that the pop-up window is allowed to run. Among them, the preset keywords, preset image features or preset links can represent features including harmful information, the second feature information reflects the feature information of pop-up windows that the target user is not interested in in the first operation information, and the third feature information reflects The feature information of the pop-up window that the target user is interested in in the first operation information is obtained. In this way, the target management strategy determined according to the first corresponding relationship can better meet the needs of the target user. For the pop-up window in the first operation information that the target user is not interested in, the terminal device 202 will intercept the pop-up window. For the target user in the first operation information The terminal device 202 allows the pop-up windows that the user is interested in to run, and the terminal device 202 intercepts the pop-up windows containing harmful information. Therefore, the interference of the pop-up window displayed by the terminal device 202 on the target user's use of the terminal device 202 is reduced.

Optionally, when the server 201 determines the first management policy corresponding to the characteristic information of the target pop-up window among the multiple first correspondences, the server 201 is configured to determine the target management policy as the first management policy.

Optionally, the above-mentioned first correspondence is obtained by the server 201 according to the pre-trained neural network model. The neural network model is obtained by training based on the first sample data, and the first sample data is marked with the characteristic information of the pop-up window and The management strategy corresponding to the characteristic information of the pop-up window; the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

Optionally, when the management policy corresponding to the feature information of the target pop-up window is not included in the multiple first correspondences, the server 201 is configured to determine the target management policy according to the multiple second correspondences; the multiple second correspondences It is obtained by the server 201 according to the second operation information; the second operation information is the operation information on the pop-up window recorded by the user using the device from multiple devices.

Optionally, the second correspondence includes one or more of the following: the correspondence between the fourth feature information and the first management strategy; the fourth feature information includes: the identification of the pop-up window in the pop-up interception log; The window interception log is the interception log of other interception tools for pop-up windows recorded in the second operation information; other interception tools include at least one of browser, system or application program; the first management policy is used to instruct interception of pop-up windows; or , the corresponding relationship between the fifth feature information and the first management strategy; the fifth feature information includes: the proportion of the number of targets recorded in the second operation information in the total amount of log data of any pop-up window is less than or equal to the preset The identification of any pop-up window with a threshold value, the target number is the number of target log data; the target log data is: the log data whose historical running time of any pop-up window is greater than or equal to the preset duration; or, the sixth characteristic information and the first The corresponding relationship between the two management policies, the sixth feature information includes: the identification of any pop-up window recorded in the second operation information whose proportion is greater than the preset threshold; the second management policy is used to indicate that the pop-up window is allowed to run.

Optionally, when the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device 202 is used to run the target pop-up window; or, when the target pop-up window management policy is used to indicate that the target pop-up window is allowed to run , the terminal device 202 is used to display pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to prompt the user whether to allow the operation of the target pop-up window, and the control control includes a control for receiving permission to run the target pop-up window, and To receive the control that does not allow the operation of the target pop-up window; when the terminal device 202 receives the trigger for the control that does not allow the operation of the target pop-up window, the terminal device 202 is used to intercept the target pop-up window; the terminal device 202 is also used to send to the server 201 The account identifier of the target user, characteristic information of the target pop-up window, and indication information for instructing to intercept the target pop-up window, the information sent is used by the server 201 to update the plurality of first correspondences.

FIG. 3 is a schematic structural diagram of another pop-up window management system provided by the embodiment of the present application. This pop-up window management system includes server 301 and terminal equipment 302 (such as: terminal equipment 302-1 and terminal equipment 302-2 among Fig. 3); Wherein, pop-up window management system includes server 301 and terminal equipment 302; Terminal equipment 302 uses It is used to record the first operation information of the target user on the pop-up window; the first operation information includes: the account identifier of the target user, the logo of the pop-up window, the content displayed on the pop-up window, and the running time information of the pop-up window; the terminal device 302 is also used to send The server 301 sends the first operation information; the server 301 is used to determine a plurality of first correspondences according to the first operation information; the first correspondence includes the correspondence between the characteristic information of the pop-up window and the management strategy; the characteristic information of the pop-up window includes At least one of the identification of the pop-up window or the content displayed in the pop-up window; the server 301 is used to send a plurality of first correspondences to the terminal device 302; the terminal device 302 is also used to obtain a pop-up window request; the pop-up window request is used to request activation The target pop-up window; the terminal device 302 is used to determine the target management strategy corresponding to the characteristic information of the target pop-up window according to a plurality of first correspondences; when the target management strategy is used to indicate the interception of the target pop-up window, the terminal device 302 is used to Intercept targeted popups. For example, with reference to FIG. 10, the terminal device 302 can be used to perform the sending steps in S1000 and S1001, the receiving steps in S1003, S1004-S1006, and the server 301 can be used to perform the receiving steps in S1001, the sending steps in S1002 and S1003 . Referring to FIG. 13 , the terminal device 302 can be used to perform the sending steps of S1301 , S1301 ′, S1302 , the sending steps of S1302 ′, the receiving steps of S1305 and S1305 ′, S1306˜S1308 . The server 301 may be used to execute the receiving step in S1302 and the receiving step in S1302', S1303-S1304, the sending step in S1305 and the sending step in S1305'.

Optionally, the first correspondence includes one or more of the following: a correspondence between the first feature information and the first management policy; the first management policy is used to indicate interception of pop-up windows; the first feature information includes preset Set one or more of keywords, preset image features, or preset links; or, account identification, correspondence between the second feature information and the first management strategy; the second feature information includes: The historical running time recorded in the information is less than the preset time, and includes the identification of the pop-up window of the control or link, where the control is a control with adjustment or link function, and the link is different from the preset link; or, account identification, third party The corresponding relationship between the feature information and the second management strategy; the third feature information includes: the historical running time recorded in the first operation information is greater than or equal to the preset time length, and includes the identification of the pop-up window of the control or link; wherein, The second management policy is used to indicate that the pop-up window is allowed to run.

Optionally, the terminal device 302 is specifically configured to: determine that the target management policy is the first management policy when the terminal device 302 determines the first management policy corresponding to the characteristic information of the target pop-up window among the plurality of first correspondences.

Optionally, the first corresponding relationship is obtained by the server 301 according to the pre-trained neural network model. The neural network model is obtained by training based on the first sample data. The first sample data is marked with the feature information of the pop-up window and the pop-up window. The management strategy corresponding to the feature information of the window; the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

Optionally, in the case that the management policy corresponding to the characteristic information of the target pop-up window is not included in the multiple first correspondences, the terminal device 302 is configured to determine the target management policy according to the multiple second correspondences; the multiple second correspondences The relationship is obtained by the server 301 according to the second operation information; the second operation information is the operation information on the pop-up window recorded by the user using the device from multiple devices.

Optionally, the second correspondence includes one or more of the following: the correspondence between the fourth feature information and the first management strategy; the fourth feature information includes: the identification of the pop-up window in the pop-up interception log; The window interception log is the interception log of other interception tools for pop-up windows recorded in the second operation information; other interception tools include at least one of browser, system or application program; the first management policy is used to instruct interception of pop-up windows; or , the corresponding relationship between the fifth feature information and the first management strategy; the fifth feature information includes: the proportion of the number of targets recorded in the second operation information in the total amount of log data of any pop-up window is less than or equal to the preset The identification of any pop-up window with a threshold value, the target number is the number of target log data; the target log data is: the log data whose historical running time of any pop-up window is greater than or equal to the preset duration; or, the sixth characteristic information and the first The corresponding relationship between the two management policies, the sixth feature information includes: the identification of any pop-up window recorded in the second operation information whose proportion is greater than the preset threshold; the second management policy is used to indicate that the pop-up window is allowed to run.

Optionally, when the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device 302 is used to run the target pop-up window; or, when the target pop-up window management policy is used to indicate that the target pop-up window is allowed to run , the terminal device 302 is used to display pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to prompt the user whether to allow the operation of the target pop-up window, and the control control includes a control for receiving permission to run the target pop-up window, and To receive a control that is not allowed to run a target pop-up window; when the terminal device 302 receives a trigger for a control that is not allowed to run a target pop-up window, the terminal device 302 is used to intercept the target pop-up window; the terminal device 302 is also used to intercept the target pop-up window according to the target user's The account identifier, the characteristic information of the target pop-up window, and the instruction information for instructing to intercept the target pop-up window update the multiple first correspondences.

Optionally, when the above-mentioned first correspondence is obtained by the server 301 according to the pre-trained neural network model, the terminal device 302 is used to update the neural network model according to the second sample data; Feature information and the management strategy used to indicate the interception of the target pop-up window; when the input of the updated neural network model is the feature information of the target pop-up window, the output of the updated neural network model is used to indicate the interception of the target pop-up window management strategy.

Exemplarily, the functions of the terminal device 202 and the terminal device 302 can be realized by the terminal device 140 shown in FIG. 4 , and the functions of the server 201 and the server 301 can be realized by the server 150 shown in FIG. 5 .

As shown in FIG. 18, it is a schematic structural diagram of a terminal device 180 provided by the embodiment of the present application. The terminal device 180 includes a processing unit 1801, and the processing unit 1801 is used to record the first operation information of the target user on the pop-up window; the first operation The information includes: the account identifier of the target user, the identifier of the pop-up window, the content displayed in the pop-up window, and the running time information of the pop-up window; the processing unit 1801 is used to determine a plurality of first correspondences according to the first operation information; the first correspondence includes The corresponding relationship between the feature information of the pop-up window and the management strategy; the feature information of the pop-up window includes at least one of the logo of the pop-up window or the content displayed in the pop-up window; the processing unit 1801 is used to obtain the pop-up window request; In order to request to start the target pop-up window; the processing unit 1801 is also used to determine the target management policy corresponding to the feature information of the target pop-up window according to a plurality of first correspondences; when the target management policy is used to indicate interception of the target pop-up window, processing Unit 1801 is used to intercept target pop-up windows. For example, referring to FIG. 6 , the processing unit 1801 may be configured to execute S600-S604. Referring to FIG. 16 , the processing unit 1801 may be used to execute S1600, S160, and S1606.

Optionally, the first corresponding relationship includes one or more of the following: the corresponding relationship between the account identifier, the first feature information, and the first management policy; the first management policy is used to instruct to block pop-up windows; the first feature The information includes one or more of preset keywords, preset image features, or preset links; or, account identification, correspondence between the second feature information and the first management strategy; the second feature information includes: The historical running time recorded in the first operation information is less than the preset time, and includes the identification of the pop-up window of the control or link, wherein the control is a control with adjustment or link function, and the link is different from the preset link; or, the account identification, Correspondence between the third feature information and the second management strategy; the third feature information includes: the historical running time recorded in the first operation information is greater than or equal to the preset time length, and includes the identification of the pop-up window of the control or link; Wherein, the second management policy is used to indicate that pop-up windows are allowed to run.

Optionally, the processing unit 1801 is specifically configured to: determine the target management policy as the first management policy in the case of determining the first management policy corresponding to the characteristic information of the target pop-up window among the multiple first correspondences, or, In a case where the first management policy corresponding to the characteristic information of the target pop-up window is not included in the plurality of first correspondence relationships, the target management policy is determined as the second management policy.

Optionally, the processing unit 1801 is also used to obtain the first sample data, which is marked with the feature information of the pop-up window and the management strategy corresponding to the feature information of the pop-up window; the processing unit 1801 is used to obtain the first sample data according to the first This data trains the neural network model to obtain the first corresponding relationship, the input of the neural network model is the information included in the pop-up window management request, and the output of the neural network model is the target management strategy.

Optionally, the terminal device further includes a display unit 1802. When the target management policy is used to indicate that the target pop-up window is allowed to run, the processing unit 1801 is used to run the target pop-up window; or, when the target pop-up window management policy is used to indicate When the target pop-up window is allowed to run, the display unit 1802 is used to display the pop-up window prompt information and the control controls of the target pop-up window; The control of the target pop-up window, and the control for receiving the target pop-up window that is not allowed to run; when the terminal device receives the trigger for the control that is not allowed to run the target pop-up window, the processing unit 1801 is used to intercept the target pop-up window; the processing unit 1801 It is used for updating a plurality of first correspondences according to the target user's account identifier, the feature information of the target pop-up window, and the indication information for instructing to intercept the target pop-up window.

In one example, referring to FIG. 4 , the function of the above-mentioned processing unit 1801 can be realized by calling the computer program in the storage 1401 by the processor 1401 in FIG. , and combined with the display screen 1403 to achieve.

FIG. 19 is a schematic structural diagram of a chip provided by an embodiment of the present application. The chip 190 includes one or more than two (including two) processors 1901 , communication lines 1902 and communication interfaces 1903 .

In some implementations, the memory 1904 stores the following elements: executable modules or data structures, or subsets thereof, or extensions thereof.

The methods described in the foregoing embodiments of the present application may be applied to the processor 1901 or implemented by the processor 1901 . The processor 1901 may be an integrated circuit chip with signal processing capability. In the implementation process, each step of the above method may be completed by an integrated logic circuit of hardware in the processor 1901 or instructions in the form of software. The above-mentioned processor 1901 may be a general-purpose processor (for example, a microprocessor or a conventional processor), a digital signal processor (digital signal processing, DSP), an application specific integrated circuit (application specific integrated circuit, ASIC), an off-the-shelf programmable gate array (field-programmable gate array, FPGA) or other programmable logic devices, discrete gates, transistor logic devices or discrete hardware components, the processor 1901 can implement or execute the methods, steps and logic block diagrams disclosed in the embodiments of the present invention.

The steps of the method disclosed in connection with the embodiments of the present application may be directly implemented by a hardware decoding processor, or implemented by a combination of hardware and software modules in the decoding processor. Wherein, the software module may be located in a mature storage medium in the field such as random access memory, read-only memory, programmable read-only memory, or electrically erasable programmable read only memory (EEPROM). The storage medium is located in the memory 1904, and the processor 1901 reads the information in the memory 1904, and completes the steps of the above method in combination with its hardware.

The processor 1901 , the memory 1904 and the communication interface 1903 can communicate through the communication line 1902 .

In the above embodiments, the instructions stored in the memory for execution by the processor may be implemented in the form of computer program products. Wherein, the computer program product may be written in the memory in advance, or may be downloaded and installed in the memory in the form of software.

The embodiment of the present application also provides a computer program product including one or more computer instructions. When the computer program instructions are loaded and executed on the computer, the processes or functions according to the embodiments of the present application will be generated in whole or in part. The computer can be a general purpose computer, special purpose computer, computer network, or other programmable device. Computer instructions may be stored in or transmitted from one computer-readable storage medium to another computer-readable storage medium, e.g. Coaxial cable, optical fiber, digital subscriber line (digital subscriber line, DSL) or wireless (such as infrared, wireless, microwave, etc.) transmission to another website site, computer, server or data center. Computer readable storage medium can be Any available media capable of being stored by a computer or a data storage device such as a server, data center, etc. integrated with one or more available media. For example, available media may include magnetic media (e.g., floppy disks, hard disks, or tapes), optical media (e.g., A digital versatile disc (digital versatile disc, DVD)), or a semiconductor medium (for example, a solid state disk (solid state disk, SSD)), etc.

An embodiment of the present application provides an electronic device, which can execute the method executed by the terminal device or the server in any of the pop-up window management methods above.

The embodiment of the present application also provides a computer-readable storage medium. The methods described in the foregoing embodiments may be fully or partially implemented by software, hardware, firmware or any combination thereof. Computer-readable media may include computer storage media and communication media, and may include any medium that can transfer a computer program from one place to another. A storage media may be any target media that can be accessed by a computer.

As a possible design, the computer-readable medium may include compact disc read-only memory (CD-ROM), RAM, ROM, EEPROM or other optical disc storage; the computer-readable medium may include magnetic disk storage or other disk storage devices. Also, any connected cord is properly termed a computer-readable medium. For example, if the software is transmitted from a website, server, or other remote source using coaxial cable, fiber optic cable, twisted pair, DSL, or wireless technologies such as infrared, radio, and microwave, then coaxial cable, fiber optic cable, twisted pair, DSL or wireless technologies such as infrared, radio and microwave are included in the definition of medium. Disk and disc, as used herein, includes compact disc (CD), laser disc, optical disc, digital versatile disc (DVD), floppy disk and blu-ray disc where disks usually reproduce data magnetically, while discs reproduce data optically with lasers. Reproduce data.

Combinations of the above should also be included within the scope of computer-readable media. 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 based on the protection scope of the claims.

Claims (19)

1. A pop-up window management method, characterized in that it is applied to a pop-up window management system, and the pop-up window management system includes a server and a terminal device; the method includes: The terminal device records the first operation information of the target user on the pop-up window; the first operation information includes: the account identifier of the target user, the logo of the pop-up window, the content displayed in the pop-up window, and the running time information of the pop-up window; The terminal device sends the first operation information to the server; the first operation information is used by the server to obtain multiple first correspondences; the first correspondences include feature information and management policies of pop-up windows The corresponding relationship between; the characteristic information of the pop-up window includes at least one of the logo of the pop-up window or the content displayed by the pop-up window; The terminal device obtains a pop-up window request; the pop-up window request is used to request to start a target pop-up window; The terminal device sends a pop-up window management request to the server; the pop-up window management request is used by the server to determine the management policy of the target pop-up window; the pop-up window management request includes the target user's account identifier and Feature information of the target pop-up window; The server determines the target management strategy corresponding to the characteristic information of the target pop-up window according to the plurality of first correspondences; The server sends the target management policy to the terminal device; When the target management policy is used to indicate to intercept the target pop-up window, the terminal device intercepts the target pop-up window; When the content displayed on the pop-up window does not include the control of the link function or other controls, it is determined that the management strategy of the pop-up window is the first management strategy, wherein the other controls are the ones used to control the display state of the pop-up window controls and controls other than those used to exit pop-ups; The first correspondence includes one or more of the following: Correspondence between the first feature information and the first management strategy; the first management strategy is used to indicate the interception of pop-up windows; the first feature information includes preset keywords, preset image features or preset links One or more, wherein, preset keywords, preset image features or preset links are feature information that characterizes harmful information; Or, the correspondence between the account identifier, the second feature information, and the first management policy; the second feature information includes: the historical running time recorded in the first operation information is less than a preset time length, It also includes an identification of a pop-up window of a control or a link, wherein the control is a control with an adjustment or link function, and the link is different from the preset link; Or, the corresponding relationship between the account identifier, the third feature information and the second management policy; the third feature information includes: the historical runtime recorded in the first operation information is greater than or equal to the The duration is preset, and includes the identification of the control or the linked pop-up window; wherein, the second management policy is used to indicate that the pop-up window is allowed to run. 2. The method according to claim 1, wherein the server determines the target management strategy corresponding to the feature information of the target pop-up window according to the plurality of first correspondences; comprising: When the server determines that the plurality of first correspondences includes the first management policy corresponding to the feature information of the target pop-up window, the server determines that the target management policy is the first management policy Strategy. 3. The method according to claim 1, wherein the first correspondence is obtained by the server according to a pre-trained neural network model, and the neural network model is obtained based on first sample data training , the characteristic information of the pop-up window and the management strategy corresponding to the characteristic information of the pop-up window are marked in the first sample data; the input of the neural network model is the information included in the pop-up window management request, and the neural network model The output is the target management policy. 4. The method according to any one of claims 1-3, wherein the method further comprises: In the case that the plurality of first correspondences does not include the management strategy corresponding to the feature information of the target pop-up window, the server determines the target management strategy according to the plurality of second correspondences; the plurality of first correspondences The two correspondences are obtained by the server according to the second operation information; the second operation information is the operation information on the pop-up window recorded by the user using the device from multiple devices. 5. The method according to claim 4, wherein the second correspondence includes one or more of the following: The corresponding relationship between the fourth characteristic information and the first management strategy; the fourth characteristic information includes: the identification of the pop-up window in the pop-up window interception log; the pop-up window interception log is other information recorded in the second operation information The blocking tool intercepts the log of the pop-up window; the other blocking tools include at least one of browser, system or application; the first management strategy is used to indicate the blocking of the pop-up window; Or, the correspondence between the fifth feature information and the first management strategy; the fifth feature information includes: the number of targets recorded in the second operation information is in the total number of log data of any pop-up window The identification of any pop-up window whose proportion is less than or equal to the preset threshold, the target number is the number of target log data; the target log data is: the historical running time of any pop-up window is greater than or equal to Log data of the preset duration; Or, the correspondence between the sixth feature information and the second management policy, the sixth feature information includes: any of the items whose proportion recorded in the second operation information is greater than the preset threshold The identification of the pop-up window; the second management policy is used to indicate that the pop-up window is allowed to run. 6. The method according to any one of claims 1-3, wherein the method further comprises: When the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device runs the target pop-up window; or, When the management strategy of the target pop-up window is used to indicate that the target pop-up window is allowed to run, the terminal device displays pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to Prompting the user whether to allow running the target pop-up window, the control control includes a control for receiving permission to run the target pop-up window, and a control for receiving disallowed running of the target pop-up window; When the terminal device receives a trigger for the control that is not allowed to run the target pop-up window, the terminal device intercepts the target pop-up window; The terminal device sends the target user's account identifier, characteristic information of the target pop-up window, and instruction information for instructing to intercept the target pop-up window to the server, and the sent information is used for the server to update the target pop-up window. Multiple first correspondences. 7. A pop-up window management method, characterized in that it is applied to a pop-up window management system, and the pop-up window management system includes a server and a terminal device; the method includes: The terminal device records the first operation information of the target user on the pop-up window; the first operation information includes: the account identifier of the target user, the logo of the pop-up window, the content displayed in the pop-up window, and the running time information of the pop-up window; The terminal device sends the first operation information to the server; The server determines a plurality of first correspondences according to the first operation information; the first correspondences include correspondences between feature information of pop-up windows and management strategies; feature information of pop-up windows includes At least one of the content displayed on the logo or pop-up window; The server sends the multiple first correspondences to the terminal device; The terminal device obtains a pop-up window request; the pop-up window request is used to request to start a target pop-up window; The terminal device determines a target management policy corresponding to the feature information of the target pop-up window according to the plurality of first correspondences; When the target management policy is used to indicate to intercept the target pop-up window, the terminal device intercepts the target pop-up window; When the content displayed on the pop-up window does not include the control of the link function or other controls, it is determined that the management strategy of the pop-up window is the first management strategy, wherein the other controls are the ones used to control the display state of the pop-up window controls and controls other than those used to exit pop-ups; The first correspondence includes one or more of the following: Correspondence between the first feature information and the first management strategy; the first management strategy is used to indicate the interception of pop-up windows; the first feature information includes preset keywords, preset image features or preset links One or more, wherein, preset keywords, preset image features or preset links are feature information that characterizes harmful information; Or, the correspondence between the account identifier, the second feature information, and the first management policy; the second feature information includes: the historical running time recorded in the first operation information is less than a preset time length, It also includes an identification of a pop-up window of a control or a link, wherein the control is a control with an adjustment or link function, and the link is different from the preset link; Or, the corresponding relationship between the account identifier, the third feature information and the second management policy; the third feature information includes: the historical runtime recorded in the first operation information is greater than or equal to the The duration is preset, and includes the identification of the control or the linked pop-up window; wherein, the second management policy is used to indicate that the pop-up window is allowed to run. 8. The method according to claim 7, wherein the terminal device determines the target management policy corresponding to the feature information of the target pop-up window according to the plurality of first correspondences; comprising: When the terminal device determines that the plurality of first correspondences includes the first management policy corresponding to the feature information of the target pop-up window, the terminal device determines that the target management policy is the first 1. Management strategy. 9. The method according to claim 7, wherein the first correspondence is obtained by the server according to a pre-trained neural network model, and the neural network model is obtained by training based on the first sample data , the characteristic information of the pop-up window and the management strategy corresponding to the characteristic information of the pop-up window are marked in the first sample data; the input of the neural network model is the information included in the pop-up window management request, and the neural network model The output is the target management policy. 10. The method according to any one of claims 7-9, wherein the method further comprises: In the case that the plurality of first correspondences does not include the management policy corresponding to the characteristic information of the target pop-up window, the terminal device determines the target management policy according to the plurality of second correspondences; the plurality of The second correspondence is obtained by the server according to the second operation information; the second operation information is the operation information on the pop-up window recorded by the user using the device from multiple devices. 11. The method according to claim 10, wherein the second correspondence includes one or more of the following: The corresponding relationship between the fourth characteristic information and the first management strategy; the fourth characteristic information includes: the identification of the pop-up window in the pop-up window interception log; the pop-up window interception log is other information recorded in the second operation information The blocking tool intercepts the log of the pop-up window; the other blocking tools include at least one of browser, system or application; the first management strategy is used to indicate the blocking of the pop-up window; Or, the correspondence between the fifth feature information and the first management strategy; the fifth feature information includes: the number of targets recorded in the second operation information is in the total number of log data of any pop-up window The identification of any pop-up window whose proportion is less than or equal to the preset threshold, the target number is the number of target log data; the target log data is: the historical running time of any pop-up window is greater than or equal to Log data of the preset duration; Or, the correspondence between the sixth feature information and the second management policy, the sixth feature information includes: any of the items whose proportion recorded in the second operation information is greater than the preset threshold The identification of the pop-up window; the second management policy is used to indicate that the pop-up window is allowed to run. 12. The method according to any one of claims 7-9, wherein the method further comprises: When the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device runs the target pop-up window; or, When the management strategy of the target pop-up window is used to indicate that the target pop-up window is allowed to run, the terminal device displays pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to Prompting the user whether to allow running the target pop-up window, the control control includes a control for receiving permission to run the target pop-up window, and a control for receiving disallowed running of the target pop-up window; When the terminal device receives a trigger for the control that is not allowed to run the target pop-up window, the terminal device intercepts the target pop-up window; The terminal device updates the plurality of first correspondences according to the target user's account identifier, characteristic information of the target pop-up window, and instruction information for instructing to intercept the target pop-up window. 13. The method according to claim 12, wherein the first correspondence is obtained by the server according to a pre-trained neural network model, and the terminal device according to the target user's account identifier, The characteristic information of the target pop-up window and the indication information for instructing to intercept the target pop-up window update the plurality of first correspondences, including: The terminal device updates the neural network model according to the second sample data; the second sample data is marked with the characteristic information of the target pop-up window and a management strategy for indicating interception of the target pop-up window; the updated When the input of the neural network model is characteristic information of the target pop-up window, the output of the updated neural network model is a management strategy for instructing to intercept the target pop-up window. 14. A pop-up window management method, characterized in that it is applied to a terminal device, the method comprising: The terminal device records the first operation information of the target user on the pop-up window; the first operation information includes: the account identifier of the target user, the logo of the pop-up window, the content displayed in the pop-up window, and the running time information of the pop-up window; The terminal device determines a plurality of first correspondences according to the first operation information; the first correspondences include correspondences between feature information of pop-up windows and management strategies; feature information of pop-up windows includes pop-up window At least one of the logo or the content displayed in the pop-up window; The terminal device obtains a pop-up window request; the pop-up window request is used to request to start a target pop-up window; The terminal device determines a target management policy corresponding to the feature information of the target pop-up window according to the plurality of first correspondences; When the target management policy is used to indicate to intercept the target pop-up window, the terminal device intercepts the target pop-up window; When the content displayed on the pop-up window does not include the control of the link function or other controls, it is determined that the management strategy of the pop-up window is the first management strategy, wherein the other controls are the ones used to control the display state of the pop-up window controls and controls other than those used to exit pop-ups; The first correspondence includes one or more of the following: Correspondence between the first feature information and the first management strategy; the first management strategy is used to indicate the interception of pop-up windows; the first feature information includes preset keywords, preset image features or preset links One or more, wherein, preset keywords, preset image features or preset links are feature information that characterizes harmful information; Or, the correspondence between the account identifier, the second feature information, and the first management policy; the second feature information includes: the historical running time recorded in the first operation information is less than a preset time length, It also includes an identification of a pop-up window of a control or a link, wherein the control is a control with an adjustment or link function, and the link is different from the preset link; Or, the corresponding relationship between the account identifier, the third feature information and the second management policy; the third feature information includes: the historical runtime recorded in the first operation information is greater than or equal to the The duration is preset, and includes the identification of the control or the linked pop-up window; wherein, the second management policy is used to indicate that the pop-up window is allowed to run. 15. The method according to claim 14, wherein the terminal device determines the target management strategy corresponding to the feature information of the target pop-up window according to the plurality of first correspondences; comprising: When the terminal device determines that the plurality of first correspondences includes the first management policy corresponding to the feature information of the target pop-up window, the terminal device determines that the target management policy is the first a management strategy, or When the terminal device determines that the first management policy corresponding to the characteristic information of the target pop-up window is not included in the plurality of first correspondences, the terminal device determines that the target management policy is the Second management strategy. 16. The method according to claim 14, wherein the first corresponding relationship is obtained by the terminal device according to a pre-trained neural network model, and the neural network model is obtained by training based on the first sample data The feature information of the pop-up window and the management strategy corresponding to the feature information of the pop-up window are marked in the first sample data; the input of the neural network model is the information included in the pop-up window management request, and the neural network The output of the model is the target management policy. 17. The method according to any one of claims 14-16, wherein the method further comprises: When the target management policy is used to indicate that the target pop-up window is allowed to run, the terminal device runs the target pop-up window; or, When the management strategy of the target pop-up window is used to indicate that the target pop-up window is allowed to run, the terminal device displays pop-up window prompt information and the control controls of the target pop-up window; the pop-up window prompt information is used to Prompting the user whether to allow running the target pop-up window, the control control includes a control for receiving permission to run the target pop-up window, and a control for receiving disallowed running of the target pop-up window; When the terminal device receives a trigger for the control that is not allowed to run the target pop-up window, the terminal device intercepts the target pop-up window; The terminal device updates the plurality of first correspondences according to the target user's account identifier, characteristic information of the target pop-up window, and instruction information for instructing to intercept the target pop-up window. 18. An electronic device, characterized in that it comprises: a memory and a processor, the memory is used to store a computer program, and the processor is used to execute the computer program, so as to perform the process described in any one of claims 1 to 6. The method performed by the terminal device or the server in the pop-up window management method described above, or to execute the method performed by the terminal device or the server in the pop-up window management method according to any one of claims 7 to 13 The method executed, or to execute the method executed by the terminal device in the pop-up window management method according to any one of claims 14-17. 19. A computer-readable storage medium, characterized in that the computer-readable storage medium stores instructions, and when the instructions are executed, the computer executes the pop-up window according to any one of claims 1 to 6 The method performed by the terminal device or the server in the management method, or causing the computer to execute the method performed by the terminal device or the server in the pop-up window management method according to any one of claims 7 to 13 , or, causing the computer to execute the method executed by the terminal device in the method for managing pop-up windows according to any one of claims 14-17.

Images