CN113536161A

CN113536161A - Processing method and device based on collection page, electronic equipment and storage medium

Info

Publication number: CN113536161A
Application number: CN202011312931.7A
Authority: CN
Inventors: 黄其亮
Original assignee: Tencent Technology Shenzhen Co Ltd
Current assignee: Tencent Technology Shenzhen Co Ltd
Priority date: 2020-11-20
Filing date: 2020-11-20
Publication date: 2021-10-22

Abstract

The application provides a processing method and device based on a collection page, electronic equipment and a computer readable storage medium; relates to the field of artificial intelligence; the method comprises the following steps: displaying a collection page comprising at least one website address entrance; and in response to a trigger operation for a first website address in the favorite page, displaying first content pointed by a first website address, wherein the first website address is formed based on automatic replacement of a second website address added into the favorite page. According to the method and the device, the accuracy of acquiring the website meeting the browsing requirements through the collection page can be improved.

Description

Processing method and device based on collection page, electronic equipment and storage medium

Technical Field

The present application relates to artificial intelligence technology and internet technology, and in particular, to a collected page-based processing method and apparatus, an electronic device, and a computer-readable storage medium.

Background

Artificial Intelligence (AI) is a theory, method and technique and application system that uses a digital computer or a machine controlled by a digital computer to simulate, extend and expand human Intelligence, perceive the environment, acquire knowledge and use the knowledge to obtain the best results. As artificial intelligence technology has been researched and developed, artificial intelligence technology has been developed and applied in various fields.

Taking the website collection application scenario as an example, the user may add a website entry corresponding to a website that the user likes or wants to access later to the collection page, so that the user can quickly access the collected website later. However, the related art does not support automatic replacement of the original website entries already collected in the collection page, and therefore, the website entries collected in the collection page may no longer meet the browsing requirements of the user. Therefore, the accuracy of acquiring the website meeting the browsing requirement through the collection page can be reduced, and the waste of local storage and collection website resources can be caused, so that an effective solution is not available in the related technology.

Disclosure of Invention

The embodiment of the application provides a processing method and device based on a collection page, an electronic device and a computer readable storage medium, which can improve the accuracy of acquiring a website meeting browsing requirements through the collection page.

The technical scheme of the embodiment of the application is realized as follows:

the embodiment of the application provides a processing method based on collection pages, which comprises the following steps:

displaying a collection page comprising at least one website address entrance;

and in response to a trigger operation for a first website address in the favorite page, displaying first content pointed by a first website address, wherein the first website address is formed based on automatic replacement of a second website address added into the favorite page.

In the above scheme, the determining a probability transition model corresponding to the second website according to the historical access record includes:

determining the second website as a starting node of the probability transfer model;

determining each candidate website in the historical access record as a middle node or a termination node of the probability transfer model according to the website jumping sequence in the historical access record;

connecting any two nodes with website jump records, wherein the direction of the connection is from the node before the jump to the node after the jump;

performing the following for each of the wires: determining the score of the connecting line according to the historical access record of the candidate website corresponding to the node pointed by the connecting line;

and the score of the connecting line represents the probability that the candidate website corresponding to the node pointed by the connecting line meets the access intention.

In the foregoing solution, the determining, according to the probability transition model, a candidate website that meets an access intention among the plurality of candidate websites and is determined as the first website includes:

selecting the highest-grade connecting line from the probability transition model;

and determining the candidate website corresponding to the node pointed by the selected connecting line as the first website.

In the above solution, the determining the first website meeting the access intention from a plurality of un-visited websites of the first domain name includes:

constructing an access characteristic sequence consisting of characteristics of content pointed by each website based on the access sequence of each website of the first domain name, and calling a neural network model for prediction processing based on the access characteristic sequence to obtain access probabilities corresponding to a plurality of websites which are not accessed in the first domain name one by one;

and taking the un-visited website with the highest visiting probability as the first website which accords with the visiting intention.

In the above aspect, the method further includes:

when the first website corresponding to the first website entrance meets the replacement condition, replacing the first website entrance with a fourth website entrance corresponding to a fourth website belonging to the first domain name;

the fourth website is a website which is determined from a historical access record and meets the access intention, or is an unvisited website which meets the access intention in the first domain name;

wherein the replacement condition comprises at least one of:

the access waiting time of the first website is longer than the waiting time threshold;

the access frequency of the first website is less than an access frequency threshold;

the access times of the first website are smaller than an access time threshold;

the access duration of the first website is less than an access duration threshold;

the first web address is invalidated.

An embodiment of the present application provides a processing apparatus based on a favorite page, including:

the display module is used for displaying a collection page comprising at least one website entrance;

the triggering module is used for responding to triggering operation of a first website address in the collection page and displaying first content pointed by a first website address, wherein the first website address is formed by automatically replacing a second website address added into the collection page.

In the above solution, the processing device based on favorite pages further includes: the replacing module is used for determining the first website according to a second website corresponding to the second website entrance and generating the first website entrance according to the first website, wherein a skip relation exists between second content pointed by the second website and the first content pointed by the first website; and replacing the second website portal in the collection page by using the first website portal.

In the foregoing solution, the display module is further configured to display the first website entry, and display the second website entry in a region corresponding to the first website entry, where the second website entry is used to display a second content pointed by a second website after being triggered.

In the above scheme, the first website portal is displayed in the form of a label, and the second website portal is displayed in the form of a button.

In the above solution, the processing device based on favorite pages further includes: a hiding module, configured to hide the second website entry in the favorite page when the second website entry meets an entry hiding condition, where the entry hiding condition includes at least one of: the ratio of the access times of the first website to the second website corresponding to the second website entrance is greater than a ratio threshold; receiving a trigger operation for hiding the second website entrance; the access waiting time length of a second website corresponding to the second website entrance is greater than the waiting time length threshold value; and the access frequency of the second website corresponding to the second website entrance is less than the access frequency threshold.

In the scheme, the second website portal is added to the collection page in response to a collection operation; and/or the second website access is automatically added into the favorite page according to favorite conditions.

In the above scheme, both the first website and the second website corresponding to the second website entry belong to a first domain name; wherein the type of the first domain name comprises a main domain name and/or a sub-domain name.

In the foregoing solution, the replacing module is further configured to automatically replace the second website portal in the collection page with the first website portal by the following processing: when a second website corresponding to the second website entrance meets a replacement condition, determining the first website which belongs to the first domain name and accords with the access intention with the second website, generating the first website entrance according to the first website, and replacing the second website entrance with the first website entrance; wherein the replacement condition comprises at least one of: the access waiting time of the second website is greater than the waiting time threshold; the access frequency of the second website is less than the access frequency threshold; the access times of the second website are less than the access time threshold; the access duration of the second website is less than the access duration threshold; the second web site is disabled.

In the foregoing solution, the replacement module is further configured to perform at least one of the following operations: determining the first website which belongs to the first domain name and conforms to the access intention with the second website from a historical access record; determining the first website meeting the access intention from a plurality of non-accessed websites of the first domain name.

In the above scheme, the replacement module is further configured to determine a probability transition model corresponding to the second website according to a historical access record; wherein the historical visit record comprises a plurality of candidate websites visited for the first domain name; and determining the candidate website which meets the access intention in the plurality of candidate websites according to the probability transition model, and determining the candidate website as the first website.

In the above scheme, the replacing module is further configured to determine the second website as a starting node of the probability transfer model; determining each candidate website in the historical access record as a middle node or a termination node of the probability transfer model according to the website jumping sequence in the historical access record; connecting any two nodes with website jump records, wherein the direction of the connection is from the node before the jump to the node after the jump; performing the following for each of the wires: determining the score of the connecting line according to the historical access record of the candidate website corresponding to the node pointed by the connecting line; and the score of the connecting line represents the probability that the candidate website corresponding to the node pointed by the connecting line meets the access intention.

In the above scheme, the replacing module is further configured to select a connection line with the highest score in the probability transition model; and determining the candidate website corresponding to the node pointed by the selected connecting line as the first website.

In the above scheme, the replacing module is further configured to construct an access feature sequence composed of features of content pointed by each website based on an access sequence of each website of the first domain name, and call a neural network model for prediction processing based on the access feature sequence to obtain access probabilities corresponding to a plurality of un-accessed websites of the first domain name one to one; and taking the un-visited website with the highest visiting probability as the first website which accords with the visiting intention.

In the above solution, the processing device based on favorite pages further includes: the adding module is used for adding a third website address to the collection page when the newly generated third website address in the first domain name meets the access intention and the website address entries corresponding to the website addresses belonging to the first domain name in the collection page do not meet the replacement condition; displaying an automatic adding prompt message at a position corresponding to the third website entrance in the collection page; responding to the confirmation operation aiming at the automatic adding prompt message, and continuously reserving the third website entrance in the collection page; and in response to the rejection operation aiming at the automatic addition prompting message, deleting the third website entrance from the favorite page.

In the above scheme, the replacing module is further configured to replace the first website entry with a fourth website entry corresponding to a fourth website belonging to the first domain name when the first website corresponding to the first website entry meets a replacement condition; the fourth website is a website which is determined from a historical access record and meets the access intention, or is an unvisited website which meets the access intention in the first domain name; wherein the replacement condition comprises at least one of: the access waiting time of the first website is longer than the waiting time threshold; the access frequency of the first website is less than an access frequency threshold; the access times of the first website are smaller than an access time threshold; the access duration of the first website is less than an access duration threshold; the first web address is invalidated.

In the above solution, the processing device based on favorite pages further includes: and the recovery module is used for recovering the first website inlet in the collection page as the second website inlet when the first website meets the recovery condition.

An embodiment of the present application provides an electronic device, including:

a memory for storing computer executable instructions;

and the processor is used for realizing the processing method based on the collection page provided by the embodiment of the application when executing the computer executable instructions stored in the memory.

The embodiment of the present application provides a computer-readable storage medium, which stores computer-executable instructions and is used for implementing the processing method based on the favorite pages provided by the embodiment of the present application when being executed by a processor.

The embodiment of the application has the following beneficial effects:

by automatically replacing the second website inlet added into the collection page with the first website inlet and displaying the replaced first website inlet in the collection page, a user can conveniently access the replaced first website inlet through the collection page, so that the accuracy of acquiring websites meeting browsing requirements is improved, and resources for locally storing and collecting the websites are saved.

Drawings

FIG. 1 is a schematic diagram of an architecture of a favorite pages-based processing system 100 according to an embodiment of the present application;

fig. 2 is a schematic structural diagram of a terminal 400 provided in an embodiment of the present application;

FIG. 3 is a flowchart illustrating a favorite page-based processing method according to an embodiment of the present application;

FIG. 4 is a flowchart illustrating a favorite page-based processing method according to an embodiment of the present application;

FIG. 5 is a flowchart illustrating a favorite page-based processing method according to an embodiment of the present application;

6A, 6B, 6C and 6D are application scenario diagrams of a processing method based on favorite pages according to an embodiment of the present application;

FIGS. 7A and 7B are schematic diagrams illustrating a favorite page-based processing method according to an embodiment of the present disclosure;

fig. 8A, 8B, 8C, 8D, and 8E are application scenario diagrams of a processing method based on favorite pages according to an embodiment of the present application.

Detailed Description

In order to make the objectives, technical solutions and advantages of the present application clearer, the present application will be described in further detail with reference to the attached drawings, the described embodiments should not be considered as limiting the present application, and all other embodiments obtained by a person of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.

In the following description, reference is made to "some embodiments" which describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or different subsets of all possible embodiments, and may be combined with each other without conflict.

Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. The terminology used herein is for the purpose of describing embodiments of the present application only and is not intended to be limiting of the application.

Before further detailed description of the embodiments of the present application, terms and expressions referred to in the embodiments of the present application will be described, and the terms and expressions referred to in the embodiments of the present application will be used for the following explanation.

1) In response to the condition or state on which the performed operation depends, one or more of the performed operations may be in real-time or may have a set delay when the dependent condition or state is satisfied; there is no restriction on the order of execution of the operations performed unless otherwise specified.

2) The client side, the application program running in the terminal for providing various services, such as browser, information client side or instant communication client side with website collection function.

3) Artificial intelligence is a comprehensive technique of computer science that attempts to understand the essence of intelligence and produce a new intelligent machine that can react in a manner similar to human intelligence. Artificial intelligence is the research of the design principle and the realization method of various intelligent machines, so that the machines have the functions of perception, reasoning and decision making. The artificial intelligence technology is a comprehensive subject and relates to the field of extensive technology, namely the technology of a hardware level and the technology of a software level. The artificial intelligence infrastructure generally includes technologies such as sensors, dedicated artificial intelligence chips, cloud computing, distributed storage, big data processing technologies, operation/interaction systems, mechatronics, and the like. The artificial intelligence software technology mainly comprises a computer vision technology, a voice processing technology, a natural language processing technology, machine learning/deep learning and the like.

4) The web address, or network address and link, refers to the address of the internet web page. The technical process of the enterprise or the individual is to store some information on the internet page by page, each page has a corresponding address, so that other users can access to obtain information data, and the address is called a website. Web sites in the internet, if one wants to access one computer from another on the internet, one must know the other's web site.

5) The website collection page, or called website collection folder, is used for storing the websites collected by the user.

6) A Domain Name (or "Domain Name"), is the Name of a computer or group of computers on the internet that is composed of a string of names separated by dots, and is used to identify the location (sometimes also referred to as a geographical location) of the computer during data transmission. Because Internet Protocol (IP) addresses have the disadvantages of being inconvenient to remember and incapable of displaying names and properties of address organizations, Domain names are designed and mapped to each other through a Domain Name System (DNS), so that people can access the Internet more conveniently without remembering IP address strings that can be directly read by machines.

The domain name includes a main domain name and a sub-domain name, wherein the main domain name is composed of two or more letters, the middle is separated by a point number, and the whole domain name has only 1 point number, for example: net. The sub-domain name is a domain name below the main domain name, and the content of the domain name has a plurality of point numbers, for example: blog.

7) The website address refers to content (or resources) including video, audio, text, pictures, or web pages integrating at least one of the above.

Often, the user adds a website that the user likes or wants to access later to the favorite page. However, in some scenarios, what the user collects is a sub-page under a certain domain name (e.g., a main domain name), and when the user views the content of the sub-page and then recognizes the content of the domain name of the sub-page, the user can actively click a page jump entry in the sub-page to enter another page under the domain name, and continue to generate a browsing behavior. Under the scene, the website collected in the collection page no longer meets the browsing requirements of the user.

Thus, the technical solutions generally adopted by the related art are as follows: (1) manually updating the collected website; (2) the collected original website is not updated, the collected original website is still accessed first, and then the page is jumped to other pages needing to be previewed through the original website.

In the implementation process, the applicant finds that the related technology has the following technical problems:

(1) firstly, collecting a new website, and then deleting an old website; or the new website is actively copied and updated to the old website, so that the operation is complicated, the omission is easy, and the operation resources of the terminal are wasted.

(2) Jumping to other pages needing to be previewed through the original website is not only complex in operation, but also wastes jumping resources of the server.

In view of the above technical problems, embodiments of the present application provide a processing method based on a collection page, which can improve the accuracy of acquiring a website meeting browsing requirements through the collection page. An exemplary application of the processing method based on the favorite pages provided by the embodiment of the present application is described below, and the processing method based on the favorite pages provided by the embodiment of the present application can be implemented by various electronic devices, for example, can be applied to various types of user terminals (hereinafter also referred to as simply terminals) such as a smart phone, a tablet computer, a vehicle-mounted terminal, a smart wearable device, a notebook computer, and a desktop computer.

Next, taking an electronic device as an example, an exemplary application system architecture of a terminal implementing the processing method based on favorite pages provided by the embodiment of the present invention is described, referring to fig. 1, where fig. 1 is an architecture schematic diagram of a processing system 100 based on favorite pages provided by the embodiment of the present application. The processing system 100 based on the collection page includes: the server 200, the network 300, and the terminal 400 will be separately described.

The server 200, which is a background server of the client 410, is configured to send the first content pointed by the first website to the client 410 in response to the content obtaining request of the client 410.

The network 300, which is used as a medium for communication between the server 200 and the terminal 400, may be a wide area network or a local area network, or a combination of both.

The terminal 400 is used for operating a client 410, and the client 410 is a client with a website collection function, such as a browser. The client 410 is used for displaying a collection page in the human-computer interaction interface, wherein the collection page comprises the added second website entrance; the second website portal in the collection page is automatically replaced by the first website portal; and is further configured to request, from the server 200, to acquire the first content pointed to by the first website in response to a trigger operation for the first website entry in the favorite page, and to display the first content pointed to by the first website.

In some embodiments, the terminal 400 implements the favorite page-based processing method provided by the embodiments of the present application by running a computer program, for example, the computer program may be a native program or a software module in an operating system; may be a local (Native) Application program (APP), i.e. a program that needs to be installed in an operating system to run, such as a local browser; or may be an applet, i.e. a program that can be run only by downloading it to the browser environment; but also an applet that can be embedded into any APP. In general, the computer programs described above may be any form of application, module or plug-in.

The embodiments of the present application may be implemented by means of Cloud Technology (Cloud Technology), which refers to a hosting Technology for unifying series resources such as hardware, software, and network in a wide area network or a local area network to implement data calculation, storage, processing, and sharing.

The cloud technology is a general term of network technology, information technology, integration technology, management platform technology, application technology and the like applied based on a cloud computing business model, can form a resource pool, is used as required, and is flexible and convenient. Cloud computing technology will become an important support. Background services of the technical network system require a large amount of computing and storage resources.

As an example, the server 200 may be an independent physical server, may be a server cluster or a distributed system formed by a plurality of physical servers, and may also be a cloud server providing basic cloud computing services such as a cloud service, a cloud database, cloud computing, a cloud function, cloud storage, a web service, cloud communication, a middleware service, a domain name service, a security service, a CDN, and a big data and artificial intelligence platform. The terminal 400 and the server 200 may be directly or indirectly connected through wired or wireless communication, and the embodiment of the present application is not limited thereto.

The structure of the terminal 400 in fig. 1 is explained next. Referring to fig. 2, fig. 2 is a schematic structural diagram of a terminal 400 provided in an embodiment of the present application, where the terminal 400 shown in fig. 2 includes: at least one processor 410, memory 450, at least one network interface 420, and a user interface 430. The various components in the terminal 400 are coupled together by a bus system 440. It is understood that the bus system 440 is used to enable communications among the components. The bus system 440 includes a power bus, a control bus, and a status signal bus in addition to a data bus. For clarity of illustration, however, the various buses are labeled as bus system 440 in fig. 2.

The Processor 410 may be an integrated circuit chip having Signal processing capabilities, such as a general purpose Processor, a Digital Signal Processor (DSP), or other programmable logic device, discrete gate or transistor logic device, discrete hardware components, or the like, wherein the general purpose Processor may be a microprocessor or any conventional Processor, or the like.

The user interface 430 includes one or more output devices 431, including one or more speakers and/or one or more visual displays, that enable the presentation of media content. The user interface 430 also includes one or more input devices 432, including user interface components that facilitate user input, such as a keyboard, mouse, microphone, touch screen display, camera, other input buttons and controls.

The memory 450 may be removable, non-removable, or a combination thereof. Exemplary hardware devices include solid state memory, hard disk drives, optical disk drives, and the like. Memory 450 optionally includes one or more storage devices physically located remote from processor 410.

The memory 450 includes either volatile memory or nonvolatile memory, and may include both volatile and nonvolatile memory. The nonvolatile memory may be a Read Only Memory (ROM), and the volatile memory may be a Random Access Memory (RAM). The memory 450 described in embodiments herein is intended to comprise any suitable type of memory.

In some embodiments, memory 450 is capable of storing data, examples of which include programs, modules, and data structures, or a subset or superset thereof, to support various operations, as exemplified below.

The operating system 451, which includes system programs for handling various basic system services and performing hardware-related tasks, such as a framework layer, a core library layer, a driver layer, etc., is used for implementing various basic services and for processing hardware-based tasks.

A network communication module 452 for communicating to other computing devices via one or more (wired or wireless) network interfaces 420, exemplary network interfaces 420 including: bluetooth, wireless compatibility authentication (WiFi), and Universal Serial Bus (USB), among others.

A presentation module 453 for enabling presentation of information (e.g., user interfaces for operating peripherals and displaying content and information) via one or more output devices 431 (e.g., display screens, speakers, etc.) associated with user interface 430.

An input processing module 454 for detecting one or more user inputs or interactions from one of the one or more input devices 432 and translating the detected inputs or interactions.

In some embodiments, the favorite page processing device provided by the embodiment of the present application can be implemented in software, and fig. 2 shows the favorite page processing device 455 stored in the memory 450, which can be software in the form of programs and plug-ins, and includes the following software modules: a display module 4551 and a trigger module 4552, which are logical and thus may be arbitrarily combined or further split depending on the functions implemented. The functions of the respective modules will be explained below.

Next, a method for processing a favorite page according to an embodiment of the present application performed by the terminal 400 in fig. 1 alone will be described as an example. Referring to fig. 3, fig. 3 is a flowchart illustrating a processing method based on favorite pages according to an embodiment of the present application, and will be described with reference to the steps shown in fig. 3.

It should be noted that the method shown in fig. 3 can be executed by various forms of computer programs executed by the terminal 400, and is not limited to the client 410, such as the operating system 451, the software modules, and the scripts, described above, and therefore the examples of the client in the following should not be construed as limiting the embodiments of the present application.

In step S101, a favorite page including at least one website portal is displayed.

In some embodiments, the favorite page of the web site is automatically displayed in response to a client start operation.

As an example, a main page of the client is presented after the client is started, and the favorite page is presented while the main page is presented. The main page and the favorite page can be displayed in a split screen mode, for example, the favorite page is presented at the side column, the top or the bottom of the main page; or the collection page can be displayed above the main page in a floating layer mode, so that the collection page has transparency and cannot completely shield the main page.

In some embodiments, in response to a trigger operation for the favorite page portal, a favorite page is displayed that includes at least one web address portal.

As an example, in fig. 6A, when the user triggers the favorite page entry 611 in the operation panel 601, a favorite page 603 is displayed, and the favorite page 603 includes a website entry collected by the user.

In some embodiments, a first website address and a second website address are displayed, wherein the second website address is displayed in an area corresponding to the first website address, and the second website address is used for displaying second content pointed by the second website address after being triggered.

As an example, the second website entry is used for acquiring, after being triggered, second content pointed by the second website, and displaying, in the page after the jump, the second content pointed by the second website through page jump, or displaying, in a newly-created page, the second content pointed by the second website through a newly-created page.

For example, the first web address entry is displayed in the form of a label. For example, in fig. 6D, the website address entry 608 (i.e., the first website address entry mentioned above) meeting the access intention is displayed in the form of a label.

For example, the second web address entry may be displayed in the form of a button, and the second web address entry may be located above, below, to the left of, or to the right of the first web address. For example, in fig. 6D, an original web address button 610 (i.e., the second web address entry mentioned above) is displayed on the right side of the web address entry 608 corresponding to the access intention, and a prompt message "this link is updated to a frequently visited page, the button can be clicked to access the original page" is displayed below the original web address button 610.

For example, the second website entry may be statically displayed in the form of a tag, that is, the first website and the second website may be divided into display areas of the previous second website according to a preset ratio (which may be a default value or a value set by a user, a client, or a server). For example, in fig. 8A, before the website is automatically replaced, only the second website address entry 801 is included in the collection page 803, and after the website address entry is automatically replaced, the first website address entry 802 and the second website address entry 801 are simultaneously displayed in the area where the second website address entry 801 is previously displayed.

For example, the second web address portal may be displayed in a scrolling manner in the form of a tab, that is, the first web address portal and the second web address portal may be displayed in a scrolling manner in a display area of the previous second web address portal. For example, in fig. 8B, before the automatic replacement of the web address entry, only the second web address entry 801 is included in the favorite page 803, and after the automatic replacement of the web address entry, the first web address entry 802 and the second web address entry 801 are scrolled and displayed from right to left in the area where the second web address entry 801 is previously displayed.

It should be noted that, when the first website address entry 802 and the second website address entry 801 can be completely displayed in the area where the second website address entry 801 is displayed before, the first website address and the second website address may be divided into the display area of the previous second website address according to a preset ratio; when the first web address portal 802 and the second web address portal 801 cannot be simultaneously and completely displayed in the area where the second web address portal 801 was previously displayed, the first web address and the second web address may be scroll-displayed in the display area of the previous second web address.

According to the method and the device for displaying the website, the original website entrance is displayed after the original website in the collection page is automatically replaced, and the user can be supported to display the content pointed by the original website by triggering the original website entrance under the condition that the automatically replaced website does not meet the browsing requirement of the user, so that the operation steps of the user can be reduced, and the operation resources of the terminal are saved.

As an example, the second web address entry may be displayed permanently or temporarily. Therefore, when the second website entrance meets the entrance hiding condition, the second website entrance can be hidden in the collection page.

For example, hiding the second website entry in the collection page may be to not display the second website entry, that is, still keep the second website entry, and when receiving a trigger operation to display the second website entry, display the second website entry in the collection page; or deleting the second website entry in the favorite page.

For example, when the duration of hiding the second website entry in the favorite page exceeds the hiding duration threshold, or the number of times of hiding the second website entry in the favorite page exceeds the hiding number threshold, the second website entry is deleted in the favorite page. Therefore, the browsing experience of the user can be improved, and the storage resources of the terminal are saved.

For example, the entry hiding condition may be that a ratio of the number of accesses of the first website to the second website corresponding to the second website entry is greater than a ratio threshold. The ratio threshold may be a default value, or a value set by a user, a client, or a server. When the ratio threshold is 1, the ratio of the access times of the first website to the second website is greater than 1, which means that the access times of the user to the first website is greater than the access times to the second website, so that the possibility of the user to subsequently access the first website is greater than the possibility of accessing the second website.

For example, the entry hiding condition may be that a trigger operation for hiding the second web address entry is received. For example, in FIG. 8C, when the user toggles the hide button 805, the second web address entry 804 is hidden in the favorites page. When the collection page comprises a plurality of second website entries, the collection page may comprise a plurality of hidden buttons corresponding to each second website entry; it is also possible to include only one hide button, and when the hide button is triggered, hide all the second web site entries in the favorite page. Therefore, the operation experience of the user can be met, and the display resources of the terminal are saved.

For example, the entry hiding condition may be that the access waiting time of the second website is greater than the waiting time threshold. The waiting duration threshold may be a default value, or a value set by a user, a client, or a server. The fact that the access waiting time of the second website is greater than the waiting time threshold value represents that the possibility that the user subsequently accesses the second website is low, so that the second website entrance can be hidden, and display resources of the terminal are saved.

For example, the entry hiding condition may be that the access frequency of the second web address is less than an access frequency threshold. The access frequency threshold may be a default value, or may be a value set by a user, a client, or a server. The fact that the access frequency of the second website is smaller than the access frequency threshold value represents that the user has low interest degree on the second website, and the possibility of subsequently accessing the second website is low, so that the second website entrance can be hidden, and display resources of the terminal are saved.

The following describes a specific implementation in which the second web address entry is added to the favorites page.

As a first example, a second web address entry is added to the favorites page in response to a favorites operation.

For example, the second web address entry is added to the favorites page in response to a favorites operation directed to the second web address.

For convenience of description, the following description is given by way of example of a handheld terminal, but it should be noted that the device applied in the present application is not limited to a handheld terminal, and may be implemented as a desktop computer or a notebook computer. In fig. 6A, after the user collects the website of page a via the collection button 602 in the operation panel 601, the website entry 604 of page a is displayed in the collection page 603. Therefore, the user can collect the websites which are interested by the user or want to browse later through the collecting operation.

As a second example, a second web address entry is automatically added to the favorites page based on the favorites condition.

For example, a second website address is automatically added to the favorite page, and a second website address corresponding to the second website address is selected from a plurality of websites which are not favorite and included in the historical visit record according to the favorite condition.

For example, the collection condition may be that the number of accesses is greater than a threshold number of accesses. The access frequency threshold may be a default value, a value set by a user, a client, or a server, or determined according to all accessed websites, for example, an average value of access frequencies corresponding to all accessed websites is used as the access frequency threshold. The fact that the website is frequently visited by the user is represented by the fact that the number of times of visiting the website is larger than the access number threshold, and a website entrance corresponding to the website frequently visited by the user can be automatically added into the collection page, so that website collection efficiency can be improved.

For example, the stowage condition may be that the access frequency is greater than an access frequency threshold. The access frequency threshold may be a default value, a value set by a user, a client, or a server, or determined according to all accessed websites, for example, an average value of access frequencies corresponding to all accessed websites is used as the access frequency threshold. The fact that the website is frequently visited by the user is represented by the fact that the access frequency of the website is greater than the access frequency threshold, and the website entry corresponding to the website frequently visited by the user can be automatically added to the collection page, so that website collection efficiency can be improved.

For example, the stowage condition may be that the dwell period is greater than a dwell period threshold. The dwell time threshold may be a default value, a value set by a user, a client, or a server, or determined according to all visited websites, for example, an average value of the dwell times corresponding to all visited websites is used as the dwell time threshold. The fact that the website is the website which is interested by the user is represented by the fact that the staying time of the website is longer than the staying time threshold, and the website entrance corresponding to the website which is interested by the user can be automatically added into the collection page, so that the website collection efficiency can be improved.

In step S102, in response to a trigger operation for a first website address entry in the favorite page, a first content pointed to by a first website address is displayed.

Here, the first web address portal is formed based on automatic replacement of the second web address portal added to the favorite page.

In some embodiments, in response to a trigger operation for a first website address entry in the favorite page, reading the first content pointed to by the first website address from a local cache or requesting to acquire the first content pointed to by the first website address from a server, and displaying the first content pointed to by the first website address.

For example, in FIG. 6B, when the user clicks on the web site entry 604 of page A through the favorites page 603, the content of page A607 is displayed.

In the embodiment of the application, the second website added to the collection page is automatically replaced by the first website, and the replaced first website is displayed in the collection page, so that a user can conveniently access the replaced first website through the collection page, the accuracy of acquiring the websites meeting browsing requirements is improved, and resources for locally storing and collecting the websites are saved.

In some embodiments, a jump relationship exists between the second content pointed by the second website corresponding to the second website entry and the first content pointed by the first website, so that before step S102, the first website may be determined according to the second website corresponding to the second website entry, and the first website entry is generated according to the first website; and replacing a second website portal in the collection page by using the first website portal.

By way of example, the jump relationship includes a direct jump relationship and an indirect jump relationship, for example, when jumping from page a to page B and then jumping from page B to page C, there is a direct jump relationship between page a and page B, a direct jump relationship between page B and page C, and an indirect jump relationship between page a and page C.

As an example, a plurality of candidate websites corresponding to contents having a skip relationship with a first content pointed by a first website are obtained, and a candidate website belonging to a first domain name with a second website is selected from the plurality of candidate websites as the first website.

For example, the first domain name may be a main domain name or a sub-domain name. For example: when the first domain name is main domain name xxx.net and the second website is xxx.net/arrow/details, the first website may be website xxx.net/arrow/feng 9exe of the same level of the second website, website xxx.net/arrow of the upper level of the second website, and website xxx.net/arrow/details/feng 9ex e of the lower level of the second website; when the first domain name is the sub-domain name blog.xxx.net and the second website is blog.xxx.net/arc/detail, the first website may be the website blog.xxx.net/arc/wing 9exe of the same level of the second website, or the website blog.xxx.net/arc of the upper level of the second website, or the website blog.xxx.net/arc/wing 9exe of the lower level of the second website.

For example, a plurality of candidate websites corresponding to the content having a skip relationship with the first content pointed by the first website are obtained, and a candidate website belonging to the first domain name and the same level as the second website is selected from the plurality of candidate websites as the first website.

As an example, a plurality of candidate websites corresponding to contents having a skip relationship with a first content pointed by a first website are obtained, and a candidate website satisfying a skip selection condition is selected from the plurality of candidate websites as the first website.

For example, the hop selection condition may be that the number of hops is greater than a hop threshold. The threshold value of the number of hops may be a default value, or a value set by a user, a client, or a server. The jumping times of the website are larger than the jumping time threshold value, the website is represented as the website frequently jumped by the user, and the website entrance corresponding to the website frequently jumped by the user can be automatically replaced into the collection page, so that the website access efficiency can be improved.

For example, the hop selection condition may be that the hop frequency is greater than a hop frequency threshold. The hop frequency threshold may be a default value, or a value set by a user, a client, or a server. The jumping frequency of the website is greater than the jumping frequency threshold value, the website is represented as the website frequently jumped by the user, and the website entrance corresponding to the website frequently jumped by the user can be automatically replaced into the collection page, so that the website access efficiency can be improved.

For example, the jump selection condition may be that the jump post-jump dwell time is greater than the jump dwell time threshold. The dwell time threshold may be a default value, a value set by a user, a client, or a server, or determined according to all candidate websites, for example, an average value of the post-jump dwell times corresponding to all candidate websites is used as a jump dwell time threshold. The fact that the website is the website which is interested by the user is represented by the fact that the stay time after the jump is longer than the jump stay time threshold value, the website entrance corresponding to the website which is interested by the user can be automatically replaced into the collection page, and therefore website access efficiency can be improved.

In other embodiments, the first website and the second website corresponding to the second website entrance both belong to a first domain name, wherein the type of the first domain name includes a main domain name and/or a sub-domain name.

Thus, referring to fig. 4, fig. 4 is a flowchart illustrating a processing method based on favorite pages according to an embodiment of the present application, and based on fig. 3, step S103 may be included before step S102.

In step S103, the second website entry in the collection page is automatically replaced with the first website entry corresponding to the first website where the second website all belong to the first domain name.

In some embodiments, the client may invoke a corresponding service (e.g., a web portal replacement service) of the terminal, and the process of web portal replacement is completed through the terminal. The client may also invoke a corresponding service (e.g., a web portal replacement service) of the server, and complete the web portal replacement process through the server.

As an example, when the client invokes a corresponding service of the server (e.g., a web portal replacement service) to complete the process of web portal replacement, the replacing step of step S103 is: the server acquires a first website belonging to a first domain name with a second website, sends the replaced first website to the client, and the client automatically replaces a second website inlet in the collection page with a first website inlet corresponding to the first website.

In the following, a process of calling a corresponding service (e.g., a web portal replacement service) of the terminal by the client and completing web portal replacement by the terminal is taken as an example for description. It should be noted that the process of the client invoking the corresponding service (e.g., the web address entry replacement service) of the server to complete the web address entry replacement is similar to that described below, and will not be described again.

In some embodiments, an automatic replacement alert message is displayed; and responding to the confirmation operation aiming at the automatic replacement prompt message, and automatically replacing the second website entrance in the collection page with the first website entrance. Therefore, only after the user determines the automatic replacement, the second website inlet in the collection page can be automatically replaced by the first website inlet, so that the operation experience of the user can be improved, and the accuracy of acquiring the website meeting the browsing requirement through the collection page is improved.

In some embodiments, when a second website corresponding to the second website entry meets the replacement condition, determining a first website which belongs to the first domain name and meets the access intention with the second website, generating a first website entry according to the first website, and replacing the second website entry with the first website entry.

Here, the access intention represents the probability of access by the user, for example, a website that meets the access intention represents a high possibility that the user accesses the website subsequently.

As a first example, an alternative condition may be that the access latency of the second web address is greater than a latency threshold. The waiting duration threshold may be a default value, or a value set by a user, a client, or a server. Specifically, timing is started when the second website is displayed in the collection page, and when the second website is not triggered and the timing duration is greater than the waiting duration threshold, the possibility that the user subsequently accesses the second website is low, so that the second website entry can be replaced by the first website entry, and the accuracy of acquiring the website meeting the browsing requirement is improved.

As a second example, an alternative condition may be that the access frequency of the second web address after the second web address is added to the favorite page is less than the access frequency threshold. The access frequency threshold may be a default value, or may be a value set by a user, a client, or a server. The fact that the access frequency of the second website is smaller than the access frequency threshold value represents that the user has low interest degree on the second website, and the possibility of subsequently accessing the second website is low, so that the second website entrance can be replaced by the first website entrance, and the accuracy of acquiring the website meeting the browsing requirement is improved.

As a third example, an alternative condition may be that the number of visits to the second web address after the second web address is added to the favorites page is less than a threshold number of visits. The threshold of the number of accesses may be a default value, or may be a value set by a user, a client, or a server. The fact that the access frequency of the second website is smaller than the access frequency threshold value represents that the user has low interest degree on the second website and the possibility of subsequently accessing the second website is low, so that the second website inlet can be replaced by the first website inlet, and the accuracy of acquiring the website meeting the browsing requirement is improved.

As a fourth example, the alternative condition may be that the access duration of the second web address after the second web address is added to the favorite page is less than the access duration threshold. The access duration threshold may be a default value, or a value set by a user, a client, or a server. The fact that the access duration of the second website is smaller than the access duration threshold value represents that the user has low interest degree on the second website, and the possibility of subsequently accessing the second website is low, so that the second website entrance can be replaced by the first website entrance, and the accuracy of acquiring the website meeting the browsing requirement is improved.

As a fifth example, the alternative condition may be that the second web address is expired. Wherein the second website failure includes a temporary failure, for example, the second website presence status code 404 (the requested webpage does not exist) and the like; the second web address failure comprises a permanent failure, such as a second web address presence status code 500.13 (server too busy), status code 503 (service unavailable) or status code 504 (gateway timeout), etc. The second website failure represents that the second website cannot be normally accessed, so that the second website entrance can be replaced by the first website entrance, the situation that a user cannot acquire second content pointed by the second website is avoided, and the accuracy of acquiring the website meeting the browsing requirement is improved.

Next, a specific implementation manner of determining the first website which belongs to the first domain name and conforms to the access intention together with the second website is described.

The first method is as follows: and determining a first website which belongs to the first domain name and the second website and accords with the access intention from the historical access record.

In some embodiments, a first website that belongs to the first domain name and is the same as or similar to the type of the second content pointed to by the second website and meets the access intention is determined from the historical access record. For example, the types of the contents pointed by the first website and the second website are both food or both travel, etc.

In the embodiment of the application, because the second website is a website in which the user is interested, the possibility that the first website is clicked by the user can be further improved by taking the first website with the same or similar type as the second content pointed by the second website as a replacement website, so that the accuracy of acquiring the website meeting the browsing requirement is improved.

In some embodiments, a historical access record is obtained; determining a probability transfer model (or called an access intention model) corresponding to the second website according to the historical access records; wherein the historical access record comprises a plurality of candidate websites visited aiming at the first domain name; and determining the candidate website which meets the access intention in the plurality of candidate websites according to the probability transition model, and determining the candidate website as the first website.

As an example, the historical access record includes: the access time for the candidate website, the access dwell time for the candidate website, the type of the candidate website, and the type of the content pointed to by the candidate website.

As an example, determining the probability transition model corresponding to the second website may be determining the second website as a starting node of the probability transition model; determining each candidate website in the historical access record as a middle node or a termination node of a probability transfer model according to the sequence of website jumping in the historical access record; connecting any two nodes with website jump records, wherein the direction of the connection is from the node before the jump to the node after the jump; the following processing is performed for each wire: determining the score (or weight) of the connection line according to the historical access record of the candidate website corresponding to the node pointed by the connection line; and the score of the connecting line represents the probability that the candidate website corresponding to the node pointed by the connecting line meets the access intention.

For example, the size of the score is inversely related to the sequence of the access time for the candidate website, for example, the score of the link corresponding to the candidate website accessed 5 days ago is higher than the score of the link corresponding to the candidate website accessed 10 days ago; the score is positively correlated with the visit stay time aiming at the candidate website, for example, the score of the connecting line corresponding to the candidate website with the stay time of 10 minutes is higher than the score of the connecting line corresponding to the candidate website with the stay time of 5 minutes; the score of the candidate website belonging to the target website type is larger than that of the candidate website not belonging to the target website type, wherein the target website type is the website type which is interested by the user, can be a default type, can also be a type set by the user, a client or a server, and can also be determined as the target website type by determining the website type with the largest number of websites corresponding to the collection page; the score of the candidate website of the pointed content belonging to the target content type is larger than that of the candidate website of the pointed content not belonging to the target content type, wherein the target content type is the content type which is interested by the user, can be a default type, can also be a type set by the user, a client or a server, and can also be a content type with the largest number of websites corresponding to the favorite page as the target content type.

As an example, according to the probability transition model, determining a candidate website meeting the access intention from the plurality of candidate websites, and determining that the first website can be the highest-scoring link selected from the probability transition model; and determining the candidate website corresponding to the node pointed by the selected connecting line as the first website.

In the embodiment of the application, as the score is higher, the probability that the candidate website corresponding to the node representing the link point meets the access intention is higher, so that the website corresponding to the link with the highest score is selected, the probability that the first website is browsed by the user can be improved, and the accuracy of acquiring the website meeting the browsing requirement is improved.

In other embodiments, a historical access record is obtained, wherein the historical access record comprises a plurality of candidate websites visited for the first domain name; constructing an access characteristic sequence consisting of characteristics of the content pointed by each candidate website based on the access sequence of each candidate website; calling a neural network model based on the access characteristic sequence to perform prediction processing to obtain access probabilities corresponding to a plurality of candidate websites one by one; and taking the candidate website with the highest access probability as the first website which accords with the access intention.

As an example, the training sample of the neural network model may be a sequence of features of the candidate web site (e.g., features of content pointed to by the web site, keywords in text, type of video, name, etc.), and label data for the sequence of features (e.g., belonging to a visited type or belonging to a non-visited type).

As examples, the Neural Network model may include various types, such as a Convolutional Neural Network (CNN) model, a Recurrent Neural Network (RNN) model, a multi-layer feedforward Neural Network model, and the like. The neural network model can be trained in a supervision mode, wherein a loss function used for training the neural network model is used for representing the difference between the predicted value and the actual mark data, and the loss function can be a 0-1 loss function, a perception loss function, a cross entropy loss function or the like.

According to the method and the device, the first website which meets the access intention is determined in the historical website accessed through the neural network model, so that the probability that the obtained first website is browsed by a user can be improved, and the accuracy of obtaining the website which meets the browsing requirement is improved.

The second method comprises the following steps: a first web address that meets the access intention is determined from a plurality of non-accessed web addresses of the first domain name.

In some embodiments, an access feature sequence composed of features of content pointed by each website is constructed based on an access sequence of each website of the first domain name, and a neural network model is called based on the access feature sequence to perform prediction processing, so that access probabilities corresponding to a plurality of websites, which are not accessed, of the first domain name one by one are obtained; and taking the un-visited website with the highest visiting probability as the first website which accords with the visiting intention.

As an example, the training sample of the neural network model may be a sequence of features of the actual visited website of the first domain name (e.g., features of the content pointed to by the website, keywords in the text, type of video, name, etc.), and labeling data for the sequence of features (e.g., of a visited type or of an unvisited type).

According to the method and the device, the first website meeting the access intention is determined in the un-accessed websites of the first domain name through the neural network model, the probability that the obtained first website is browsed by a user can be improved, and therefore the accuracy of obtaining the website meeting the browsing requirement is improved.

In other embodiments, a historical access record is obtained; determining the type of the access intention according to the accessed websites included in the historical access record; an unvisited website belonging to the type of access intention is determined as a first website from among a plurality of unvisited websites of a first domain name.

As an example, determining the type of access intention from the visited web sites included in the historical access record may be: classifying the visited websites in the historical visit record according to a plurality of candidate types, determining the number of the visited websites included in each candidate type, and determining the candidate type with the largest number of the visited websites as the visit intention type.

For example, when there are 5 visited web addresses belonging to the a type, 2 visited web addresses belonging to the B type, and 10 visited web addresses belonging to the C type, the C type is determined as the access intention type, and an unvisited web address belonging to the C type is determined as the first web address. Therefore, the probability that the selected first website belonging to the type of the access intention meets the access intention of the user is higher, and the accuracy of obtaining the website meeting the browsing requirement is improved.

In some embodiments, after replacing the second website entry in the favorite page with the first website entry, the first website entry in the favorite page may be restored to the second website entry when the first website meets a restoring condition.

For example, in fig. 8D, the website entry 608 meeting the access intention in the favorite page 603 may be automatically restored as the website entry 604 of page a.

As a first example, the recovery condition may be that the access latency of the first web address is greater than a latency threshold. The waiting duration threshold may be a default value, or a value set by a user, a client, or a server. Specifically, timing is started after a second website entry in the collection page is replaced by a first website entry, and when the first website entry is not triggered and the timing duration is greater than a waiting duration threshold, the probability that a user subsequently accesses the first website is low.

As a second example, the recovery condition may be that the access frequency of the first web address is less than the access frequency threshold after replacing the second web address entry in the favorite page with the first web address entry. The access frequency threshold may be a default value, or may be a value set by a user, a client, or a server. The fact that the access frequency of the first website is smaller than the access frequency threshold value represents that the user has low interest degree on the first website, and the possibility of subsequently accessing the first website is low, so that the first website entrance can be recovered to be the second website entrance, and the accuracy of acquiring the website meeting the browsing requirement is improved.

As a third example, the recovery condition may be that the number of visits of the first website after replacing the second website entry in the favorite page with the first website entry is less than the visit threshold. The threshold of the number of accesses may be a default value, or may be a value set by a user, a client, or a server. The fact that the access frequency of the first website is smaller than the access frequency threshold value represents that the user has low interest degree on the first website, and the possibility of subsequently accessing the first website is low, so that the first website entrance can be recovered to be the second website entrance, and the accuracy of acquiring the website meeting the browsing requirement is improved.

As a fourth example, the recovery condition may be that an access duration of the first web address entry after replacing the second web address entry in the favorite page with the first web address entry is less than an access duration threshold. The access duration threshold may be a default value, or a value set by a user, a client, or a server. The fact that the access duration of the first website is smaller than the access duration threshold value represents that the user has low interest degree on the first website, and the possibility of subsequently accessing the first website is low, so that the first website entrance can be restored to the second website entrance, and the accuracy of acquiring the website meeting the browsing requirement is improved.

As a fifth example, the recovery condition may be a first web address failure. Wherein the first website failure includes a temporary failure, for example, the first website presence status code 404 (the requested webpage does not exist) and the like; the first web address failure comprises a permanent failure, such as a first web address presence status code 500.13 (server too busy), status code 503 (service unavailable) or status code 504 (gateway timeout), etc. The first website failure represents that the first website cannot be normally accessed, so that the first website entry can be recovered as the second website entry, the situation that a user cannot acquire the first content pointed by the first website is avoided, and the accuracy of acquiring the website meeting the browsing requirement is improved.

In some embodiments, when a newly generated third website in the first domain name meets the access intention and website entries corresponding to websites (including the second website) belonging to the first domain name in the collection page do not meet the replacement condition, the third website entry may be further added to the collection page; displaying an automatic adding prompt message at a position corresponding to a third website entrance in the collection page; responding to the confirmation operation aiming at the automatic adding prompt message, and continuously reserving a third website entrance in the collection page; and in response to the rejection operation aiming at the automatic addition prompting message, deleting the third website entrance from the favorite page.

As an example, the replacement condition includes at least one of: the access waiting time of the website belonging to the first domain name in the collection page is longer than the waiting time threshold; the access frequency of the website belonging to the first domain name in the collection page is smaller than an access frequency threshold; the access times of the websites belonging to the first domain name in the collection page are smaller than an access time threshold; the access time length of the website belonging to the first domain name in the collection page is smaller than an access time length threshold value; and the website belonging to the first domain name in the collection page is invalid. It should be noted that the replacement conditions herein are similar to those in the above embodiment, and will not be described again.

The automatic addition prompt message may be a temporary or permanent text prompt message, or may be a prompt message in the form of a button, for example.

For example, in fig. 8E, a third website entry 807 meeting the access intention may be automatically added to the favorite page 806, and a "confirm" button, a "reject" button, and a corresponding automatic addition prompt message may be presented to the right of the third website entry 807. When the user toggles the "OK" button, the third web address entry 807 continues to be retained in favorites page 806. When the user toggles the "decline" button, the third web address entry 807 is deleted from the favorites page 806.

According to the method and the device, the website entrance corresponding to the website meeting the access intention can be automatically added to the collection page under the condition that the replacement condition is not met, the website entrance corresponding to the website which is possibly visited by the user in the follow-up process can be prevented from being replaced, and therefore the accuracy of obtaining the website meeting the browsing requirement through the collection page is improved.

In some embodiments, referring to fig. 5, fig. 5 is a flowchart illustrating a processing method based on favorite pages provided in an embodiment of the present application, and based on fig. 3, a step S104 may be included after the step S102.

In step S104, when the first website corresponding to the first website entry meets the replacement condition, the first website entry is replaced with a fourth website entry corresponding to a fourth website belonging to the first domain name.

In some embodiments, the replacement condition includes at least one of: the access waiting time of the first website is longer than the waiting time threshold; the access frequency of the first website is smaller than the access frequency threshold; the access times of the first website are smaller than the access time threshold; the access duration of the first website is less than the access duration threshold; the web address of the first web address is invalidated. It should be noted that the replacement conditions herein are similar to those in the above embodiment, and will not be described again.

In some embodiments, the fourth website is a website that meets the access intention as determined from the historical access records, or is an unvisited website that meets the access intention in the first domain name. The process of determining the fourth website is similar to the process of determining the first website, and will not be described again.

In some embodiments, when the first website meets the replacement condition and the time length for replacing the second website entry by the first website entry exceeds the replacement time length threshold, the first website entry is replaced by a fourth website entry belonging to the first domain name.

As an example, the replacement duration threshold may be a default value, or a value set by a user, a client, or a server, or may be determined according to the replacement duration corresponding to all replaced websites, for example, an average value of the replacement durations corresponding to all replaced website entries is used as the replacement duration threshold. Therefore, the website with longer replacement time can be replaced preferentially, so that the refreshing rate of the website is improved, and the real-time performance of the website is ensured.

In the embodiment of the application, the automatically replaced first website entry can be replaced by the fourth website entry again, and the website entries contained in the collection page can be updated in real time, so that the refresh rate of the website entries in the collection page can be improved, the real-time performance of the website entries in the collection page is ensured, and the accuracy of acquiring websites meeting browsing requirements through the collection page can be further improved.

Next, a processing method based on a favorite page provided in the embodiment of the present application is described by taking the first domain name as a main domain name as an example.

According to the method and the device, the access intention model (namely the probability transfer model) of the user can be calculated according to the browsing behavior of the user within a period of time, the access intention of the user is judged, then the result calculated according to the access intention model is matched with the original website collection inlet in the favorite (namely the collection page), the original website collection inlet (namely the second website inlet) without the browsing behavior under the same main domain name is optimized, the original website collection inlet is intelligently updated to the new website collection inlet (namely the first website inlet) meeting the access intention of the user, the operation that the user actively updates the website collection inlet or the fussy page jump can be reduced, the user can conveniently touch the page to be accessed under the website in the favorite, and therefore the user experience and the page content touch efficiency are improved.

Referring to fig. 6A, 6B, 6C, and 6D, fig. 6A, 6B, 6C, and 6D are schematic application scenarios of the processing method based on favorite pages according to the embodiment of the present application, and an implementation manner of the processing method based on favorite pages according to the embodiment of the present application will be described with reference to fig. 6A, 6B, 6C, and 6D.

In some embodiments, in fig. 6A, after the user collects the website of page a through the collection button 602 in the operation panel 601, the website entry 604 of page a is displayed in the collection page 603. Wherein the favorite page 603 can be accessed by triggering the favorite page entry 611 in the operation panel 601.

In some embodiments, in FIG. 6B, when the user clicks the web site entry 604 of page A through the favorites page 603, page A607 is displayed; when the user jumps and displays the content in page B606 by clicking on page B's jump entry 605 in page a 607. Wherein, the page A and the page B belong to the page under the same main domain name.

In some embodiments, the weight (i.e. the probability) of reaching all pages under the same main domain name through the website access 604 of the page a in the favorite page 603 is determined according to the access intention model of the user and the latest browsing time of the user, so as to obtain the website meeting the access intention of the user.

In some embodiments, in fig. 6C, the website entry 604 of page a in the favorite page 603 is updated to the website entry 608 meeting the access intention under the same main domain name; the user may reach the new page C609 by clicking on the web site entry 608 that meets the access intent. In FIG. 6D, the user may click on the original website button 610 (i.e., the second website portal described above) on the right side of the website portal 608 corresponding to the access intention to access page A607.

Referring to fig. 7A and 7B, fig. 7A and 7B are schematic diagrams illustrating a method for processing a favorite page according to an embodiment of the present application, and a determination manner of an access intention model will be described with reference to fig. 7A and 7B.

In some embodiments, an access intention model is determined from all historical access records of the user over a period of time; and providing a suggestion of website replacement according to the matching result of the access intention model and the collection page. The access intention model has diversity, and can avoid errors caused by evaluation by only adopting a single variable of a time threshold value.

In some embodiments, each web site on the internet may be considered a node, each node having a degree of departure and a degree of entrance. Out-degree refers to the number of other web addresses that can be linked to from this web address, and in-degree refers to the number of other web addresses that can be linked to this web address. The considered scope of the embodiment of the application is based on the historical access records of a single user, and the historical access records of the user in a period of time are discovered by the applicant in the implementation process, and the historical access records are in essence a tree structure with a limited hierarchy.

As an example, each time a user opens a client (e.g., a browser), or opens a favorite page to access a certain page, the user's historical access records may be intelligently analyzed over a period of time T (e.g., three months) and an access intention model of a tree structure as shown in fig. 7A may be generated.

In fig. 7A, when the user jumps from page a (i.e. the page pointed by website a) to page B only, the pointed weight is 1, but the weight also relates to the distance between the visit and the current time, and the closer the current time, the higher the proportionality coefficient t (time, unit: day), for example, the current day coefficient calculated by the visit intention model is 1, and the one month previous coefficient is σ, and the lower the normal distribution is. When the user jumps from page a to page B, and from page a to page C, the weight of each arrow is 0.5t, and so on.

As an example, when the user goes Back to page A via Back (Back), the process of rollback at this time may not need to account for jump statistics; and when the user jumps back to page a by clicking on a link in page B or page C, the 1 jump statistic can be remembered.

In some embodiments, based on the historical visit record and the time factor, a visit intent model containing the degree of match and a weight for each match are calculated, as shown in FIG. 7B. From fig. 7B, the matching degree corresponding to each access record can be obtained as shown in table 1. Although A- > B has multiple jumps, the access record is too long to date, and in addition, the reverse weight of the access record of B- > A is added, and finally the matching degree of A- > B is only 0.47; the highest match in fig. 7B is the alternative of a- > R, with a weight of 0.89.

TABLE 1 Access records and corresponding degrees of matching

As shown in table 2, the collection page includes a website E, a website Q, a website a, and a website G. According to fig. 7B and table 1, when the user opens the favorite page again to prepare to access the website a, the replaced website meeting the access intention is displayed in the favorite page, that is, the website a is replaced with the website R.

Table 2 collection page

Collection page
	Website E
Website Q
	Website A
Website G

In some embodiments, the values of the matching degrees of the finally obtained different inter-page jumps are greatly different due to the addition of the normal distribution factor of the time, but if the matching degrees of the inter-page jumps are the same, matching and replacement can be performed according to a time-first principle, that is, jump records closer to the current time are preferentially replaced.

In some embodiments, the process of collecting, calculating and matching the information may be completed at the server, or may be completed at the client.

In some embodiments, since all nodes in fig. 7B are children of a single web page record, and different children of the same website belong to different children respectively, the access records of the user over a period of time are more complicated than those in fig. 7B. Factors such as the user's dwell time on the page, the type of page, and the content semantics all have a positive or negative effect on the weight of the access intention model.

According to the method and the device, the browsing behavior of the user is intelligently calculated through the access intention model, the access intention of the user is judged, the access intention is matched with the original collection website entrance in the collection page, and the original collection website entrance in the collection page is automatically updated. That is to say, the original collected website entry without browsing behavior can be intelligently updated according to the access intention of the user, so that the user can quickly reach the content to be browsed, and the browsing experience of the user and the effective access rate of the platform are improved.

An exemplary structure of the processing device based on the favorite pages provided by the embodiment of the present application implemented as software modules is described below with reference to fig. 2.

In some embodiments, as shown in FIG. 2, the software modules stored in the favorite pages-based processing device 455 of the memory 450 may include:

a display module 4551, configured to display a favorite page including at least one website entry;

the triggering module 4552 is configured to display the first content pointed to by the first website in response to a triggering operation for a first website entry in the favorite page, where the first website entry is formed based on automatic replacement of a second website entry added to the favorite page.

In the above solution, the processing device 455 based on the favorite page further includes: the replacing module is used for determining a first website according to a second website corresponding to a second website entrance and generating a first website entrance according to the first website, wherein a jumping relation exists between second content pointed by the second website and first content pointed by the first website; and replacing a second website portal in the collection page by using the first website portal.

In the foregoing solution, the display module 4551 is further configured to display the first website entry, and display the second website entry in a region corresponding to the first website entry, where the second website entry is used to display second content pointed by a second website after being triggered.

In the above solution, the processing device 455 based on the favorite page further includes: the hiding module is used for hiding the second website entrance in the collection page when the second website entrance meets an entrance hiding condition, wherein the entrance hiding condition comprises at least one of the following conditions: the ratio of the access times of the first website to the second website corresponding to the second website entrance is greater than a ratio threshold; receiving a trigger operation for hiding the second website entrance; the access waiting time length of a second website corresponding to the second website entrance is greater than the waiting time length threshold; and the access frequency of the second website corresponding to the second website entrance is less than the access frequency threshold.

In the scheme, the second website entrance is added to the collection page in response to the collection operation; and/or the second website portal is automatically added to the favorite page according to the favorite conditions.

In the scheme, the first website and the second website corresponding to the second website entrance both belong to the first domain name; wherein the type of the first domain name comprises a main domain name and/or a sub domain name.

In the above scheme, the replacing module is further configured to automatically replace the second website portal in the collection page with the first website portal by the following processing: when a second website corresponding to a second website entrance meets the replacement condition, determining a first website which belongs to the first domain name and accords with the access intention with the second website, generating a first website entrance according to the first website, and replacing the second website entrance with the first website entrance; wherein the replacement condition comprises at least one of: the access waiting time of the second website is longer than the waiting time threshold; the access frequency of the second website is less than the access frequency threshold; the access times of the second website are smaller than the access time threshold; the access duration of the second website is less than the access duration threshold; the second web address is invalidated.

In the above scheme, the replacing module is further configured to perform at least one of the following operations: determining a first website which belongs to a first domain name and accords with the access intention with a second website from the historical access record; a first web address that meets the access intention is determined from a plurality of non-accessed web addresses of the first domain name.

In the above scheme, the replacing module is further configured to determine a probability transfer model corresponding to the second website according to the historical access record; wherein the historical access record comprises a plurality of candidate websites visited aiming at the first domain name; and determining the candidate website which meets the access intention in the plurality of candidate websites according to the probability transition model, and determining the candidate website as the first website.

In the above scheme, the replacing module is further configured to determine the second website as an initial node of the probability transfer model; determining each candidate website in the historical access record as a middle node or a termination node of a probability transfer model according to the sequence of website jumping in the historical access record; connecting any two nodes with website jump records, wherein the direction of the connection is from the node before the jump to the node after the jump; the following processing is performed for each wire: determining the grade of the connecting line according to the historical access record of the candidate website corresponding to the node pointed by the connecting line; and the score of the connecting line represents the probability that the candidate website corresponding to the node pointed by the connecting line meets the access intention.

In the above solution, the processing device 455 based on the favorite page further includes: the adding module is used for adding a third website inlet into the collection page when the newly generated third website in the first domain meets the access intention and the website inlets corresponding to the websites belonging to the first domain in the collection page do not meet the replacement condition; displaying an automatic adding prompt message at a position corresponding to a third website entrance in the collection page; responding to the confirmation operation aiming at the automatic adding prompt message, and continuously reserving a third website entrance in the collection page; and in response to the rejection operation aiming at the automatic addition prompting message, deleting the third website entrance from the favorite page.

In the above scheme, the replacing module is further configured to replace the first website entry with a fourth website entry corresponding to a fourth website belonging to the first domain name when the first website corresponding to the first website entry meets a replacing condition; the fourth website is a website which is determined from the historical access records and meets the access intention, or is an unvisited website which meets the access intention in the first domain name; wherein the replacement condition comprises at least one of: the access waiting time of the first website is longer than the waiting time threshold; the access frequency of the first website is smaller than the access frequency threshold; the access times of the first website are smaller than the access time threshold; the access duration of the first website is less than the access duration threshold; the first web address is invalidated.

In the above solution, the processing device 455 based on the favorite page further includes: and the recovery module is used for recovering the first website inlet in the collection page as a second website inlet when the first website meets the recovery condition.

Embodiments of the present application provide a computer program product or computer program comprising computer instructions stored in a computer readable storage medium. The processor of the computer device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions, so that the computer device executes the processing method based on the favorite pages in the embodiment of the application.

Embodiments of the present application provide a computer-readable storage medium storing computer-executable instructions, which, when executed by a processor, cause the processor to perform a favorite page-based processing method provided in an embodiment of the present application, for example, the favorite page-based processing method shown in fig. 3, 4, and 5, where the computer includes various computing devices including an intelligent terminal and a server.

In some embodiments, the computer-readable storage medium may be memory such as FRAM, ROM, PROM, EP ROM, EEPROM, flash memory, magnetic surface memory, optical disk, or CD-ROM; or may be various devices including one or any combination of the above memories.

In some embodiments, the computer-executable instructions may be in the form of programs, software modules, scripts or code written in any form of programming language, including compiled or interpreted languages, or declarative or procedural languages, and they may be deployed in any form, including as a stand-alone program or as a module, component, subroutine, or other unit suitable for use in a computing environment.

By way of example, computer-executable instructions may correspond, but do not necessarily have to correspond, to files in a file system, and may be stored in a portion of a file that holds other programs or data, e.g., in one or more scripts in a hypertext markup language document, in a single file dedicated to the program in question, or in multiple coordinated files (e.g., files that store one or more modules, sub-programs, or portions of code).

By way of example, computer-executable instructions may be deployed to be executed on one computing device or on multiple computing devices at one site or distributed across multiple sites and interconnected by a communication network.

In summary, the embodiment of the present application has the following beneficial effects:

(1) the second website added into the collection page is automatically replaced by the first website, and the replaced first website is displayed in the collection page, so that a user can conveniently access the replaced first website through the collection page, the accuracy of acquiring the websites meeting browsing requirements is improved, and resources for locally storing and collecting the websites are saved.

(2) After the original website in the collection page is automatically replaced, the second website entrance is also displayed, and the user can be supported to display the content pointed by the second website by triggering the second website entrance under the condition that the automatically replaced website does not meet the browsing requirement of the user, so that the operation steps of the user can be reduced, and the operation resources of the terminal are saved.

(3) The higher the score is, the higher the probability that the candidate website corresponding to the node representing the link point meets the access intention is, so that the probability that the first website is browsed by the user can be improved by selecting the website corresponding to the link with the highest score, and the accuracy of acquiring the website meeting the browsing requirement is improved.

(4) The first website which meets the access intention is determined in the historical website accessed through the neural network model, so that the probability that the obtained first website is browsed by the user can be improved, and the accuracy of obtaining the website which meets the browsing requirement is improved.

(5) The automatically replaced first website can be replaced by the fourth website again, and the websites contained in the collection page can be updated in real time, so that the refresh rate of the websites in the collection page can be improved, the real-time performance of the websites in the collection page is guaranteed, and the accuracy of acquiring the websites meeting the browsing requirements through the collection page can be further improved.

The above description is only an example of the present application, and is not intended to limit the scope of the present application. Any modification, equivalent replacement, and improvement made within the spirit and scope of the present application are included in the protection scope of the present application.

Claims

1. A processing method based on collection pages is characterized by comprising the following steps:

displaying a collection page comprising at least one website address entrance;

2. The method of claim 1, wherein the automatically replacing comprises:

determining the first website according to a second website corresponding to the second website entrance, and generating the first website entrance according to the first website, wherein a jump relationship exists between second content pointed by the second website and the first content pointed by the first website;

and replacing the second website portal in the collection page by using the first website portal.

3. The method of claim 1, wherein displaying a favorite page containing at least one web site entry comprises:

and displaying the first website entrance, and displaying the second website entrance in an area corresponding to the first website entrance, wherein the second website entrance is used for displaying second content pointed by a second website after being triggered.

4. The method of claim 3, wherein said first web site entry is displayed as a tab and said second web site entry is displayed as a button.

5. The method of claim 3, further comprising:

hiding the second website entrance in the collection page when the second website entrance meets an entrance hiding condition, wherein the entrance hiding condition comprises at least one of the following conditions:

the ratio of the access times of the first website to the second website corresponding to the second website entrance is greater than a ratio threshold;

receiving a trigger operation for hiding the second website entrance;

the access waiting time length of a second website corresponding to the second website entrance is greater than the waiting time length threshold value;

and the access frequency of the second website corresponding to the second website entrance is less than the access frequency threshold.

6. The method of claim 1,

the second website portal is added to the favorite page in response to a favorite operation; and/or the second website access is automatically added into the favorite page according to favorite conditions.

7. The method of claim 1,

the first website and a second website corresponding to the second website entrance both belong to a first domain name;

wherein the type of the first domain name comprises a main domain name and/or a sub-domain name.

8. The method of claim 7, further comprising:

automatically replacing the second web site portal in the collection page with the first web site portal by:

when a second website corresponding to the second website entrance meets a replacement condition, determining the first website which belongs to the first domain name and accords with the access intention with the second website, generating the first website entrance according to the first website, and replacing the second website entrance with the first website entrance;

wherein the replacement condition comprises at least one of:

the access waiting time of the second website is greater than the waiting time threshold;

the access frequency of the second website is less than the access frequency threshold;

the access times of the second website are less than the access time threshold;

the access duration of the second website is less than the access duration threshold;

the second web site is disabled.

9. The method of claim 8, wherein determining the first website that belongs to the first domain name and conforms to the access intention with the second website comprises performing at least one of the following operations:

determining the first website which belongs to the first domain name and conforms to the access intention with the second website from a historical access record;

determining the first website meeting the access intention from a plurality of non-accessed websites of the first domain name.

10. The method of claim 9, wherein the determining, from the historical access records, the first website that belongs to the first domain name and corresponds to the access intention with the second website comprises:

determining a probability transition model corresponding to the second website according to a historical access record, wherein the historical access record comprises a plurality of candidate websites visited aiming at the first domain name;

and determining the candidate website which meets the access intention in the plurality of candidate websites according to the probability transition model, and determining the candidate website as the first website.

11. The method according to claim 7, wherein when the newly generated third website in the first domain name meets the access intention and none of the website entries corresponding to the websites belonging to the first domain name in the favorite page satisfies the replacement condition, the method further comprises:

adding the third website entrance to the collection page;

displaying an automatic adding prompt message at a position corresponding to the third website entrance in the collection page;

responding to the confirmation operation aiming at the automatic adding prompt message, and continuously reserving the third website entrance in the collection page;

and in response to the rejection operation aiming at the automatic addition prompting message, deleting the third website entrance from the favorite page.

12. The method of claim 1, wherein after replacing the second web address entry in the favorite page with the first web address entry, the method further comprises:

and when the first website meets a recovery condition, recovering the first website entry in the collection page as the second website entry.

13. A favorite pages-based processing apparatus, comprising:

14. An electronic device, comprising:

a memory for storing computer executable instructions;

a processor for implementing the favorite pages-based processing method of any one of claims 1-12 when executing computer-executable instructions stored in the memory.

15. A computer-readable storage medium having stored thereon computer-executable instructions for implementing the favorite pages-based processing method of any one of claims 1 to 12.