CN115079903A - Tab display method, computer device, and computer-readable storage medium - Google Patents

Abstract

The present specification provides a tab display method, a computer device, and a computer-readable storage medium, the tab display method including: receiving historical webpage browsing information of a user, which is sent by a user terminal; determining a webpage recommendation result according to the historical webpage browsing information of the user; and controlling a designated tab of a browser of the user terminal to be displayed in a highlighted mode according to the webpage recommendation result, wherein the designated tab is used for displaying the webpage recommendation result. By implementing the invention, the Tab of the browser of the user terminal can not only display the name of the webpage, but also display the webpage recommendation result according to the browsing habit of the user, thereby greatly improving the utilization rate of the Tab card and improving the use frequency of the browser at the terminal.

Description

Tab display method, computer device, and computer-readable storage medium

technical field

The present specification relates to the technical field of artificial intelligence, and in particular, to a method for displaying tabs, a computer device, and a computer-readable storage medium.

Background technique

Tabbed browsing is a feature in browsers that allows users to open multiple websites in one browser window. By using tabbed browsing, you can reduce the number of items displayed on the taskbar. The Tab card in the related art is only used to display the name of the web page, and the utilization rate of the Tab card is low for a browser, which is an important entrance of the Internet.

SUMMARY OF THE INVENTION

In order to overcome the problems existing in the related art, this specification provides a tab display method, a computer device and a computer-readable storage medium.

According to a first aspect of the embodiments of this specification, a method for displaying tabs is provided, the method includes: receiving user historical web page browsing information sent by a user terminal; determining a web page recommendation result according to the user historical web page browsing information; The webpage recommendation result controls the highlighted display of a designated tab of the browser of the user terminal, wherein the designated tab is used to display the webpage recommendation result.

Optionally, the determining the webpage recommendation result according to the user's historical webpage browsing information includes: inputting the user's historical webpage browsing information into a recommendation model trained in advance to obtain a first webpage recommendation result; recommending according to a preset The second webpage recommendation result is determined by the rule and the user's historical webpage browsing information; the webpage recommendation result is determined according to the first webpage recommendation result and the second webpage recommendation result.

Optionally, the determining the webpage recommendation result according to the first webpage recommendation result and the second webpage recommendation result includes:

The webpage recommendation result is determined according to the union of the first webpage recommendation result and the second webpage recommendation result; or

The webpage recommendation result is determined according to the intersection of the first webpage recommendation result and the second webpage recommendation result.

Optionally, the determining the webpage recommendation result according to the first webpage recommendation result and the second webpage recommendation result includes: acquiring the first weight of the pre-trained recommendation model and the preset recommendation the second weight of the rule; determine the number of screening results of the first webpage recommendation according to the first weight, and determine the number of screening results of the second webpage recommendation according to the second weight; according to the first webpage recommendation The screened number of results and the screened number of the second web page recommendation result determine the web page recommendation result.

Optionally, after the designated tab of the browser controlling the user terminal is highlighted, the method further includes: receiving a user response result; The preset recommendation rules are updated.

Optionally, the controlling the highlighted display of the specified tab of the browser of the user terminal according to the webpage recommendation result includes: acquiring historical response results of the user terminal; Recommendation hit rate; when the recommended hit rate of the webpage recommendation result is greater than the preset hit rate threshold, control the designated tab of the browser of the user terminal to highlight.

According to a second aspect of the embodiments of the present specification, a method for displaying tabs is provided, including: sending user historical web page browsing information to a server, so that the server determines a web page recommendation result based on the user's historical web page browsing information; When the server sends the control information according to the webpage recommendation result, the designated tab of the browser is highlighted, wherein the control information is used to control the designated tab of the browser to be highlighted, and the designated tab for displaying the webpage recommendation result.

Optionally, after highlighting a designated tab of the browser, the method further includes: displaying a preset number of webpage recommendation results in response to a user's click operation on the designated tab.

According to a third aspect of the embodiments of the present specification, a computer device is provided, including:

processor;

memory for storing processor-executable instructions;

Wherein, the processor is configured to execute the steps of the method for displaying tabs in the first aspect or any optional embodiment of the first aspect, or to execute options such as the second aspect or any optional embodiment of the second aspect The card shows the steps of the method.

According to a fourth aspect of the embodiments of the present specification, there is provided a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, executes the options of the first aspect or any optional implementation manner of the first aspect The steps of the card display method, or the steps of the tab display method according to the second aspect or any optional embodiment of the second aspect.

The technical solutions provided by the embodiments of this specification may include the following beneficial effects:

By receiving the user's historical webpage browsing information sent by the user terminal, determining the webpage recommendation result according to the user's historical webpage browsing information, and controlling the designated tab of the browser of the user terminal to highlight according to the webpage recommendation result, wherein the designated tab is used to display webpage recommendation As a result, by implementing the present invention, the tab of the browser of the user terminal can not only display the name of the webpage, but also display the recommendation result of the webpage according to the user's browsing habits, which greatly improves the utilization rate of the tab card and improves the browser's The frequency of use of the terminal.

It is to be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the specification.

Description of drawings

FIG. 1 is a flowchart of a method for displaying tabs according to an exemplary embodiment of the present specification.

FIG. 2 is a flowchart of another method for displaying tabs according to an exemplary embodiment of the present specification.

FIG. 3 is a hardware structure diagram of the computer equipment where the tab display device according to the embodiment of the present specification is located.

FIG. 4 is a block diagram of a tab display device shown in this specification according to an exemplary embodiment.

FIG. 5 is a block diagram of another tab display device shown in this specification according to an exemplary embodiment.

Detailed ways

Exemplary embodiments will be described in detail herein, examples of which are illustrated in the accompanying drawings. Where the following description refers to the drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the illustrative examples below are not intended to represent all implementations consistent with this specification. Rather, they are merely examples of apparatus and methods consistent with some aspects of this specification as recited in the appended claims.

The terms used in this specification are for the purpose of describing particular embodiments only and are not intended to limit the specification. As used in this specification and the appended claims, the singular forms "a," "the," and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It will also be understood that the term "and/or" as used herein refers to and includes any and all possible combinations of one or more of the associated listed items.

It should be understood that although the terms first, second, third, etc. may be used in this specification to describe various information, such information should not be limited to these terms. These terms are only used to distinguish the same type of information from each other. For example, the first information may also be referred to as the second information, and similarly, the second information may also be referred to as the first information, without departing from the scope of the present specification. Depending on the context, the word "if" as used herein can be interpreted as "at the time of" or "when" or "in response to determining."

Next, the embodiments of the present specification will be described in detail.

As shown in FIG. 1 , FIG. 1 is a flow chart of a method for displaying tabs according to an exemplary embodiment of the present specification, which is applied to a server, where the server is communicatively connected to a user terminal, and the method for displaying tabs includes the following steps:

S11: Receive user history webpage browsing information sent by the user terminal.

Exemplarily, the above-mentioned user terminal may be a mobile phone terminal, a PC terminal, or a tablet, which is not specifically limited in this embodiment of the present invention, and can be determined by those skilled in the art according to actual conditions. The user's historical webpage browsing information refers to the historical content that the user clicks on the browser to browse when using the user terminal, for example, entertainment news information, legal news information, political news information, and the like.

When the user turns on the intelligent recommendation function, the user terminal will send the user's historical web page browsing information to the server. The above-mentioned user's historical web page browsing information can be received through a wireless network or through a serial port. The embodiment of the present invention is the user's historical web page browsing information. The receiving method is not specifically limited, and can be determined according to the connection method between the server and the user terminal.

S12: Determine a webpage recommendation result according to the user's historical webpage browsing information.

In this embodiment of the present invention, the webpage recommendation result may be one or multiple. It can be determined by using a recommendation method. In order to improve the accuracy of the webpage recommendation results, it can also be determined by multiple recommendation methods. The embodiment of the present invention does not specifically limit the number of the webpage recommendation results and the determination method. , which can be determined by those skilled in the art according to the actual situation.

When determined by two recommendation methods together, as an optional embodiment of the present invention, the above-mentioned determination of the webpage recommendation result according to the user's historical webpage browsing information includes:

First, the user's historical webpage browsing information is input into the pre-trained recommendation model, and the first webpage recommendation result is obtained.

Exemplarily, the above-mentioned pre-trained recommendation model may be a model based on a coordinated filtering recommendation algorithm, or a model based on a content recommendation algorithm. This embodiment of the present invention does not specifically limit the pre-trained model, and those skilled in the art It can be determined according to the actual situation.

In this embodiment of the present invention, user portraits of multiple users may be obtained first based on user authorization. The user portraits may include: user gender, user age, user historical web browsing information, etc. The training is carried out in the machine learning until the loss value of the trained machine learning model satisfies the preset conditions, and the trained model is determined as the recommended model. When the user is a newcomer, the second webpage recommendation result may be determined based on the user's age, gender, and the like.

Secondly, the second webpage recommendation result is determined according to the preset recommendation rule and the user's historical webpage browsing information.

Exemplarily, the preset recommendation rule can be obtained based on user portraits of multiple users obtained through data statistics; when the user's historical web page browsing information is obtained, the user's historical web page browsing information and the preset rules are obtained. Do the matching, and get the recommendation result of the second webpage. Likewise, when the user is a newcomer, the second webpage recommendation result may be determined based on the user's age, gender, and the like.

Thirdly, the webpage recommendation result is determined according to the first webpage recommendation result and the second webpage recommendation result.

Exemplarily, in order to improve the comprehensiveness of webpage recommendation, when the first webpage recommendation result is obtained by using the pre-trained recommendation model, and the second webpage recommendation result is obtained by using the preset recommendation rule, the first webpage recommendation result can be obtained. The union of the webpage recommendation result and the second webpage recommendation result is used as the final webpage recommendation result.

In another embodiment of the present invention, in order to improve the accuracy of webpage recommendation, when the first webpage recommendation result is obtained by using the recommendation model trained in advance, and the second webpage recommendation result is obtained by using the preset recommendation rule , the intersection of the first webpage recommendation result and the second webpage recommendation result can be used as the final webpage recommendation result.

The embodiment of the present invention does not specifically limit the method for determining the web page recommendation result. In order to improve the flexibility and controllability of web page recommendation, the embodiment of the present invention may provide a recommendation mode selection function. In this recommendation mode, it is a recommendation intersection, and the recommendation result can be determined according to the actually selected recommendation mode.

As an optional implementation of the embodiment of the present invention, the webpage recommendation result determined according to the first webpage recommendation result and the second webpage recommendation result may also be:

Obtain the first weight of the pre-trained recommendation model and the second weight of the preset recommendation rule;

Determine the screening quantity of the first webpage recommendation result according to the first weight, and determine the screening quantity of the second webpage recommendation result according to the second weight;

The webpage recommendation result is determined according to the screening quantity of the first webpage recommendation result and the screening quantity of the second webpage recommendation result.

Exemplarily, different recommendation methods have different recommendation accuracies. In order to make the recommendation results more in line with user preferences, different weights will be set for different recommendation methods in advance, and the specific setting methods can be set according to actual conditions.

In this embodiment of the present invention, for example, the first weight may be set to 0.6, the second weight may be set to 0.4, and the number of screenings for the first webpage recommendation result determined according to the first weight may specifically be the first weight multiplied by the first webpage recommendation The sum of the result and the second webpage recommendation result is rounded (when the determined number of the first webpage recommendation results is less than the rounded number, all the determined first webpage recommendation results will be screened out), in the same way, the first webpage recommendation result can be obtained. 2. The number of web page recommendation results to be screened, the first web page recommendation result to be screened from the first web page recommendation result, and the screen number of the previous second web page recommendation result to be screened from the second web page recommendation result. The second webpage recommendation result is to use the above-screened webpage recommendation result as the final webpage recommendation result.

The present invention further ensures the recommendation accuracy by setting different weights for different recommendation methods to determine the web page recommendation result, considering the different recommendation accuracy of different recommendation methods.

S13 : Control the highlighted display of the designated tab of the browser of the user terminal according to the webpage recommendation result, wherein the designated tab is used to display the webpage recommendation result.

Exemplarily, the above-mentioned highlighted display may be displayed in a preset color, for example, red, or may be blinking at a preset frequency, for example, blinking twice per second. This embodiment of the present invention does not specifically limit the highlighting method, and those skilled in the art may determine it according to actual conditions.

The above designated tab may be a designated tab, or may be a plurality of designated tabs, which is not specifically limited in this embodiment of the present invention.

The specified tab may directly display all the above-mentioned webpage recommendation results, or may display all of the above-mentioned webpage recommendation results in response to the user's triggering action, or display one item first, and then display all of the above-mentioned webpage recommendation results in response to the user's triggering action. The display method is not specifically limited, and can be determined by those skilled in the art according to the actual situation.

In the embodiment of this specification, the user's historical webpage browsing information sent by the user terminal is received, the webpage recommendation result is determined according to the user's historical webpage browsing information, and the designated tab of the browser of the user terminal is controlled to be highlighted according to the webpage recommendation result, wherein the designated option The card is used to display the web page recommendation result. By implementing the present invention, the tab of the browser of the user terminal can not only display the name of the web page, but also display the web page recommendation result according to the user's browsing habits, which greatly improves the utilization rate of the Tab card. It also increases the frequency of browser usage in the terminal.

As an optional implementation manner of the embodiment of the present invention, after the specified tab of the browser of the user terminal is controlled to be highlighted, the tab display method further includes:

First, receive the user response result.

Exemplarily, the above-mentioned user response results may include: the user did not click on the webpage recommendation result, the user clicked on the webpage recommendation result, clicked several items, and the content of the specifically clicked webpage recommendation result, and the like. The user response result can be received through a wireless network or through a serial port. The embodiment of the present invention does not specifically limit the method for receiving the user response result, which can be determined by those skilled in the art according to the actual situation.

After receiving the user response, it can be stored, for example, it can be stored locally or stored in the cloud for subsequent use.

Secondly, the pre-trained recommendation model and preset recommendation rules are updated according to the user response results.

Exemplarily, the pre-trained recommendation model and preset recommendation rules may be updated periodically (for example, 10 days), or may be updated in real time. The embodiment of the present invention does not specifically limit the update time, and those skilled in the art may Determined according to the actual situation.

The embodiment of the present invention optimizes the recommendation strategy by continuously updating the pre-trained recommendation model and preset recommendation rules, so that the recommendation result is more in line with the user's preference, and the user experience is improved.

As an optional implementation manner of the embodiment of the present invention, the above-mentioned control of the specified tab of the browser of the user terminal according to the webpage recommendation result to highlight the display includes:

First, obtain the historical response results of the user terminal.

Exemplarily, the historical response result is the user's previous response to the webpage recommendation result, for example, whether to click to browse or not. It can be retrieved locally or from the cloud, or an acquisition request can be sent to the user terminal. The embodiment of the present invention does not specifically limit the acquisition method of the historical response result, which can be determined by those skilled in the art according to the actual situation.

Secondly, the recommendation hit rate of the webpage recommendation result is determined according to the historical response result.

Exemplarily, determining the recommendation hit rate of the webpage recommendation result according to the historical response result may specifically be determined according to the ratio of the number of clicked webpage recommendation results to the number of all recommendation results in the historical response result.

Thirdly, when the recommended hit rate of the webpage recommendation result is greater than the preset hit rate threshold, the specified tab of the browser of the user terminal is controlled to be highlighted.

Exemplarily, the preset hit rate threshold may be 0.8, which is not specifically limited in this embodiment of the present invention, and may be determined by those skilled in the art according to actual conditions.

In this embodiment of the present invention, after the webpage recommendation result is determined, the determined webpage recommendation result is further judged according to the historical response results, so as to ensure that the webpage recommendation result pushed to the tab is more in line with the user's preference, and the webpage pushed to the tab is further improved. The accuracy of the recommendation results.

As shown in FIG. 2, FIG. 2 is a flowchart of another tab display method shown in this specification according to an exemplary embodiment, which is applied to a user terminal, and the user terminal may be a mobile phone terminal, a PC terminal, a tablet, etc. The user terminal communicates with the server, and the method for displaying the tab includes the following steps:

S21: Send the user's historical webpage browsing information to the server, so that the server determines a webpage recommendation result based on the user's historical webpage browsing information.

Exemplarily, the sending method of the user's historical web page browsing information corresponds to the above-mentioned server receiving method, which may be sent through a wireless network or through a serial port.

S22: When receiving the control information sent by the server according to the webpage recommendation result, highlight the designated tab of the browser, wherein the control information is used to control the highlighted display of the designated tab of the browser, and the designated tab is used to display the webpage recommendation result .

For the specific implementation manner, refer to the relevant description of the above-mentioned server side, which will not be repeated here.

In the embodiment of this specification, by sending the user's historical webpage browsing information to the server, the server determines the webpage recommendation result based on the user's historical webpage browsing information, and when receiving the control information sent by the server according to the webpage recommendation result, the tab is highlighted, The control information is used to control the highlighting of the tabs, and the designated tabs are used to display the web page recommendation results. By implementing the present invention, the tabs of the browser of the user terminal can not only display the names of the web pages, but also display the names of the web pages according to the user's browsing habits. Displaying web page recommendation results greatly improves the utilization of the Tab card and also increases the frequency of browser usage in the terminal.

As an optional implementation manner of the embodiment of the present invention, after the specified tab of the browser is highlighted, the tab display method further includes:

In response to the user's click operation on the specified tab, a preset number of webpage recommendation results are displayed.

Exemplarily, the above-mentioned click operation may be a single-click operation or a double-click operation. The above-mentioned preset number may be three. The specific content and preset number of the click operation are not specifically limited in the embodiment of the present invention, and those skilled in the art can determine according to the actual situation.

In this embodiment of the present invention, the number of webpage recommendation results may be multiple, but only a preset number of webpage recommendation results may be displayed on the tab, and the preset number of webpage recommendation results displayed above may be the preset number before display page recommendation results.

In the embodiment of the present invention, when the web page recommendation result is determined, the web page recommendation result can be sorted, and the specific sorting method is as follows:

1. When the above webpage recommendation result is determined by a recommendation method: it can be sorted according to real-time popularity. For example, for entertainment news, it can be sorted from front to back according to the order of the hot search list.

2. When the above-mentioned webpage recommendation results are determined by at least two recommendation methods: you can first sort the webpage recommendation results corresponding to different recommendation methods according to the weights of different recommendation methods, and place the webpage recommendation results corresponding to the recommendation method with the most weight in the The webpage recommendation results corresponding to the recommendation methods with smaller weights are in front of the webpage recommendation results. For the ranking of webpage recommendation results corresponding to each method, please refer to the above description of “1. When the above webpage recommendation results are determined by a recommendation method”. For example, the first weight of the pre-trained recommendation model is 0.6, and the second weight of the preset recommendation rule is 0.4, then the webpage recommendation result corresponding to the pre-trained recommendation model is placed in the webpage recommendation result corresponding to the preset recommendation rule Front.

As an optional implementation of the embodiment of the present invention, in order to improve the accuracy of the recommendation, the first webpage recommendation result and the second webpage recommendation result can also be intersected, and the intersection can be placed at the top of the sorting results, and the webpages outside the intersection can be The recommended results can be sorted according to the above method.

The above sorting method is not specifically limited in the embodiment of the present invention, which can be determined by those skilled in the art according to actual needs.

Corresponding to the foregoing method embodiments, the present specification also provides embodiments of the apparatus and the terminal to which it is applied.

The embodiments of the tab display apparatus of this specification can be applied to computer equipment, such as a server or a terminal equipment. The apparatus embodiment may be implemented by software, or may be implemented by hardware or a combination of software and hardware. Taking software implementation as an example, a device in a logical sense is formed by reading the corresponding computer program instructions in the non-volatile memory into the memory by the processor of the tab display device where it is located to run. From the perspective of hardware, as shown in FIG. 3 , it is a hardware structure diagram of the computer equipment where the tab display device is located in the embodiment of this specification, except for the processor 310 , the memory 330 , the network interface 320 , and the non- In addition to the volatile memory 340, the server or electronic device where the apparatus 331 is located in the embodiment may also include other hardware, usually according to the actual function of the computer device, which will not be repeated here.

As shown in FIG. 4, FIG. 4 is a block diagram of a tab display device shown in this specification according to an exemplary embodiment, and the above tab display device includes:

The receiving module 31 is used for receiving the user historical web page browsing information sent by the user terminal;

A determination module 32, configured to determine a webpage recommendation result according to the user's historical webpage browsing information;

The control module 33 is configured to control, according to the webpage recommendation result, to highlight the designated tab of the browser of the user terminal, wherein the designated tab is used to display the webpage recommendation result.

In the embodiment of this specification, the user's historical webpage browsing information sent by the user terminal is received, the webpage recommendation result is determined according to the user's historical webpage browsing information, and the designated tab of the browser of the user terminal is controlled to be highlighted according to the webpage recommendation result, wherein the designated option The card is used to display the web page recommendation result. By implementing the present invention, the tab of the browser of the user terminal can not only display the name of the web page, but also display the web page recommendation result according to the user's browsing habits, which greatly improves the utilization rate of the Tab card. It also increases the frequency of browser usage in the terminal.

As an optional implementation manner of the embodiment of the present invention, the foregoing determining module 32 includes:

The first webpage recommendation result determination module is used to input the user's historical webpage browsing information into the recommendation model trained in advance to obtain the first webpage recommendation result;

The second webpage recommendation result determination module is configured to determine the second webpage recommendation result according to the preset recommendation rule and the user's historical webpage browsing information;

The determining submodule is configured to determine the webpage recommendation result according to the first webpage recommendation result and the second webpage recommendation result.

As an optional implementation manner of the embodiment of the present invention, the tab display device further includes:

The user response result receiving module is used to receive the user response result;

The update module is used to update the pre-trained recommendation model and preset recommendation rules according to the user response result.

As an optional implementation manner of the embodiment of the present invention, the above-mentioned control module 33 includes:

The acquisition module is used to acquire the historical response results of the user terminal;

The recommendation hit rate determination module is used to determine the recommendation hit rate of the webpage recommendation result according to the historical response result;

The control sub-module is configured to control the designated tab of the browser of the user terminal to highlight when the recommended hit rate of the webpage recommendation result is greater than the preset hit rate threshold.

As an optional implementation manner of the embodiment of the present invention, the above-mentioned determination submodule is specifically used for:

Determine the webpage recommendation result according to the union of the first webpage recommendation result and the second webpage recommendation result; or

The webpage recommendation result is determined according to the intersection of the first webpage recommendation result and the second webpage recommendation result.

As an optional implementation manner of the embodiment of the present invention, the above-mentioned determination submodule is further used for:

Obtain the first weight of the pre-trained recommendation model and the second weight of the preset recommendation rule;

Determine the screening quantity of the first webpage recommendation result according to the first weight, and determine the screening quantity of the second webpage recommendation result according to the second weight;

The webpage recommendation result is determined according to the screening quantity of the first webpage recommendation result and the screening quantity of the second webpage recommendation result.

For details of the implementation process of the functions and functions of each module in the above-mentioned device, please refer to the implementation process of the corresponding steps in the above-mentioned method, which will not be repeated here.

As shown in FIG. 5, FIG. 5 is a block diagram of another tab display device shown in this specification according to an exemplary embodiment, and the above tab display device includes:

The sending module 41 is used for sending the user's historical web page browsing information to the server, so that the server determines the web page recommendation result based on the user's historical web page browsing information;

The display module 42 is configured to highlight the tab when receiving the control information sent by the server according to the webpage recommendation result, wherein the control information is used to control the highlighted display of the designated tab of the browser, and the designated tab is used to display the webpage recommendation result .

In the embodiment of this specification, the user's historical webpage browsing information is sent to the server, so that the server determines the webpage recommendation result based on the user's historical webpage browsing information, and when receiving the control information sent by the server according to the webpage recommendation result, the browser's Designated tabs, wherein the control information is used to control the highlighted display of designated tabs of the browser, and the designated tabs are used to display webpage recommendation results. By implementing the present invention, the tabs of the browser of the user terminal can not only display the names of webpages , it can also display webpage recommendation results according to the user's browsing habits, which greatly improves the utilization rate of the Tab card, and also improves the frequency of browser use in the terminal.

As an optional implementation manner of the embodiment of the present invention, the tab display device further includes:

The response module is configured to display a preset number of webpage recommendation results in response to the user's click operation on the specified tab.

For details of the implementation process of the functions and functions of each module in the above-mentioned device, please refer to the implementation process of the corresponding steps in the above-mentioned method, which will not be repeated here.

For the apparatus embodiments, since they basically correspond to the method embodiments, reference may be made to the partial descriptions of the method embodiments for related parts. The device embodiments described above are only illustrative, wherein the modules described as separate components may or may not be physically separated, and the components shown as modules may or may not be physical modules, that is, they may be located in One place, or it can be distributed over multiple network modules. Some or all of the modules can be selected according to actual needs to achieve the purpose of the solution in this specification. Those of ordinary skill in the art can understand and implement it without creative effort.

Correspondingly, this specification further provides a computer-readable storage medium, where the computer-readable storage medium stores computer-executable instructions, and the computer-executable instructions can execute the tab display method in any of the foregoing method embodiments. Wherein, the storage medium may be a magnetic disk, an optical disk, a read-only memory (Read-Only Memory, ROM), a random access memory (Random Access Memory, RAM), a flash memory (Flash Memory), a hard disk (Hard) DiskDrive, abbreviation: HDD) or solid-state drive (Solid-State Drive, SSD), etc.; the storage medium may also include a combination of the above-mentioned types of memories.

The foregoing describes specific embodiments of the present specification. Other embodiments are within the scope of the appended claims. In some cases, the actions or steps recited in the claims can be performed in an order different from that in the embodiments and still achieve desirable results. Additionally, the processes depicted in the figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous.

Other embodiments of this specification will readily occur to those skilled in the art upon consideration of the specification and practice of the invention claimed herein. This specification is intended to cover any variations, uses or adaptations of this specification that follow the general principles of this specification and include common general knowledge or conventional techniques in the technical field to which this specification does not apply . The specification and examples are to be regarded as exemplary only, with the true scope and spirit of the specification being indicated by the following claims.

It should be understood that this specification is not limited to the precise structures described above and illustrated in the accompanying drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of this specification is limited only by the appended claims.

The above descriptions are only preferred embodiments of this specification, and are not intended to limit this specification. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of this specification shall be included in this specification. within the scope of protection.

Claims (10)

1. A tab display method, comprising the steps of:

receiving historical webpage browsing information of a user, which is sent by a user terminal;

determining a webpage recommendation result according to the historical webpage browsing information of the user;

and controlling a designated tab of a browser of the user terminal to be displayed in a highlighted mode according to the webpage recommendation result, wherein the designated tab is used for displaying the webpage recommendation result.

2. The method of claim 1, wherein determining a web page recommendation based on the user historical web page browsing information comprises:

inputting the historical webpage browsing information of the user into a recommendation model trained in advance to obtain a first webpage recommendation result;

determining a second webpage recommendation result according to a preset recommendation rule and the historical webpage browsing information of the user;

and determining the webpage recommendation result according to the first webpage recommendation result and the second webpage recommendation result.

3. The method of claim 2, wherein determining the web page recommendation result according to the first web page recommendation result and the second web page recommendation result comprises:

determining the webpage recommendation result according to the union of the first webpage recommendation result and the second webpage recommendation result; or

And determining the webpage recommendation result according to the intersection of the first webpage recommendation result and the second webpage recommendation result.

4. The method of claim 2, wherein determining the web page recommendation result according to the first web page recommendation result and the second web page recommendation result comprises:

acquiring a first weight of the recommendation model trained in advance and a second weight of the preset recommendation rule;

determining the screening quantity of the first webpage recommendation results according to the first weight, and determining the screening quantity of the second webpage recommendation results according to the second weight;

and determining the webpage recommendation results according to the screening number of the first webpage recommendation results and the screening number of the second webpage recommendation results.

5. The method of claim 2, wherein after the designated tab of the browser of the controlling user terminal is highlighted, the method further comprises:

receiving a user response result;

and updating the recommendation model trained in advance and the preset recommendation rule according to the user response result.

6. The method according to claim 1, wherein the controlling of highlighting the designated tab of the browser of the user terminal according to the web page recommendation result comprises:

acquiring a historical response result of the user terminal;

determining the recommendation hit rate of the webpage recommendation result according to the historical response result;

and when the recommendation hit rate of the webpage recommendation result is greater than a preset hit rate threshold, controlling a designated tab of a browser of the user terminal to be displayed in a highlighted mode.

7. A tab display method, comprising the steps of:

sending user historical webpage browsing information to a server so that the server determines a webpage recommendation result based on the user historical webpage browsing information;

and when control information sent by the server according to the webpage recommendation result is received, highlighting an appointed option of a browser, wherein the control information is used for controlling the appointed option of the browser to be highlighted, and the appointed option is used for displaying the webpage recommendation result.

8. The method of claim 7, wherein after highlighting the specified tab of the browser, the method further comprises:

and responding to the clicking operation of the user on the specified tab, and displaying a preset number of webpage recommendation results.

9. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor when executing the program performs the steps of the tab display method of any of claims 1-6 or the steps of the tab display method of any of claims 7-8.

10. A computer-readable storage medium, on which a computer program is stored, which program, when being executed by a processor, carries out the steps of the tab display method according to any one of claims 1 to 6 or carries out the steps of the tab display method according to any one of claims 7 to 8.

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