CN106407476A - Method and device for loading page - Google Patents

Method and device for loading page Download PDF

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Publication number
CN106407476A
CN106407476A CN201611025779.8A CN201611025779A CN106407476A CN 106407476 A CN106407476 A CN 106407476A CN 201611025779 A CN201611025779 A CN 201611025779A CN 106407476 A CN106407476 A CN 106407476A
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CN
China
Prior art keywords
page
application
user
information
feature vector
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Pending
Application number
CN201611025779.8A
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Chinese (zh)
Inventor
李永恒
黄艳
刘军伟
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Beijing Baidu Netcom Science and Technology Co Ltd
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Beijing Baidu Netcom Science and Technology Co Ltd
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Application filed by Beijing Baidu Netcom Science and Technology Co Ltd filed Critical Beijing Baidu Netcom Science and Technology Co Ltd
Priority to CN201611025779.8A priority Critical patent/CN106407476A/en
Publication of CN106407476A publication Critical patent/CN106407476A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/957Browsing optimisation, e.g. caching or content distillation
    • G06F16/9574Browsing optimisation, e.g. caching or content distillation of access to content, e.g. by caching
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/955Retrieval from the web using information identifiers, e.g. uniform resource locators [URL]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/958Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking

Abstract

The invention discloses a method and device for loading a page. A specific implementation way of the method comprises the steps of detecting an opening operation of a user on an application; and when detecting that the application is opened, loading an initial page to the application, wherein the initial page comprises the page, of which the similarity to the page clicked by the user in a search process is greater than a similarity threshold, of the application. According to the method and the device, the page with the highest similarity to the page clicked by the user during searching in the page of the application is found out in advance through analyzing the characteristics of the page clicked by the user during searching, the page with the highest similarity is taken as a target page corresponding to a function required by the user, the page is displayed to the user when the application is opened, and the target page corresponding to the function required by the user is directly presented to the user when the application is opened, so that the operation of reaching the target page is simplified.

Description

Page loading method and device
Technical field
The application is related to computer realm and in particular to application, more particularly, to page loading method and device.
Background technology
With the fast development of the Internet, the type of application is also more and more abundanter.User can be multiple in application offer Function corresponding page completes to operate accordingly.When user opens application, the page being presented normally to user is homepage.
However, user is when needing the function using application, need by clicking on one by one in the pages at different levels in application Label, gets to the corresponding target pages of function of user's needs, and operation is relatively complicated.
Content of the invention
This application provides page loading method and device, ask for solving the technology that above-mentioned background section exists Topic.
In a first aspect, this application provides page loading method, the method includes:The unlatching behaviour to application for the detection user Make;When application unlatching is detected, load initial page in the application, initial page includes:Click in the search with user The similarity of the page is more than the page of the application of similarity threshold.
Second aspect, this application provides page charger, this device includes:Detector unit, is configured to detection and uses The unlatching operation to application for the family;Loading unit, is configured to, when application unlatching is detected, load initial page in the application, Initial page includes:The similarity of the page clicked in the search with user is more than the page of the application of similarity threshold.
Page loading method and device that the application provides, by detecting the unlatching operation to application for the user;When detecting When application is opened, load initial page in the application, initial page includes:The similarity of the page clicked in the search with user The page more than the application of similarity threshold.Achieve the spy of the page clicked on beforehand through analysis such as user in search Levy, find out the Page resemblance highest page clicked in search with user in the page of application, by this similarity highest The function that needs as user of the page correspond to target pages, directly show this page to user when application is opened so that using While opening application, the function of being presented directly to user's needs corresponds to target pages, simplifies and reaches target pages at family Operation.
Brief description
By reading the detailed description that non-limiting example is made made with reference to the following drawings, other of the application Feature, objects and advantages will become more apparent upon:
Fig. 1 is the exemplary system architecture figure of the embodiment that can apply to the page loading method of the application or device;
The flow chart that Fig. 2 shows an embodiment of the page loading method according to the application;
Fig. 3 shows an exemplary architecture figure of the page loading method being applied to the application;
Fig. 4 shows the structural representation of an embodiment of the page charger according to the application;
Fig. 5 is adapted for the structural representation of the computer system of the page charger for realizing the embodiment of the present application.
Specific embodiment
With reference to the accompanying drawings and examples the application is described in further detail.It is understood that this place is retouched The specific embodiment stated is used only for explaining related invention, rather than the restriction to this invention.It also should be noted that, in order to It is easy to describe, in accompanying drawing, illustrate only the part related to about invention.
It should be noted that in the case of not conflicting, the embodiment in the application and the feature in embodiment can phases Mutually combine.To describe the application below with reference to the accompanying drawings and in conjunction with the embodiments in detail.
Fig. 1 shows the exemplary system architecture of the embodiment of the page loading method or device that can apply to the application 100.
As shown in figure 1, system architecture 100 can include terminal unit 101,102,103, network 104 server 105. Network 104 is in order to provide the medium of transmission link between terminal unit 101,102,103 server 105.Network 104 is permissible Including various connection types, such as wired, wireless transmission link or fiber optic cables etc..
User can be interacted with server 105 by network 104 with using terminal equipment 101,102,103, to receive or to send out Send message etc..On terminal unit 101,102,103, various communication applications can be installed, for example, software management-type application, browse The application of device class, searching class application, the application of instant messaging class etc..
Terminal unit 101,102,103 can be the various electronic equipments having display screen and supporting network service, bag Include but be not limited to smart mobile phone, panel computer, E-book reader, MP3 player (Moving Picture Experts Group Audio Layer III, dynamic image expert's compression standard audio frequency aspect 3), MP4 (Moving Picture Experts Group Audio Layer IV, dynamic image expert's compression standard audio frequency aspect 4) player, on knee portable Computer and desk computer etc..
Server 105 can with the page of the application in storage terminal device 101,102,103, terminal unit 101,102, 103 can send page access request to server 105, obtain the page and the loading page of application.
Refer to Fig. 2, it illustrates the flow process 200 of the embodiment of page loading method according to the application.Need Illustrate, the page loading method that the embodiment of the present application is provided can be held by the terminal unit 101,102,103 in Fig. 1 OK, correspondingly, device can be arranged in terminal unit 101,102,103.The method comprises the following steps:
Step 201, the unlatching operation to application for the detection user.
In the present embodiment, application can be for operating in the APP in terminal, for example, the APP of online tourism platform.In order to Load initial page when application starts, the unlatching operation to application for the user can be detected first.
Step 202, when application unlatching is detected, loads initial page in the application.
In the present embodiment, after detect the unlatching operation to application for the user by step 201, can open in application Afterwards, load initial page in the application and apply the first page showing user during unlatching.
In the present embodiment, initial page includes:The similarity of the page clicked in the search with user is more than similarity The page of the application of threshold value.For example, apply the client for online tourism service platform, this client has predetermined air ticket, wine The function in shop, user can be with the corresponding page of function such as the predetermined air ticket in the client of online tourism service platform, hotel Predetermined air ticket, hotel.When user has searched for predetermined air ticket, hotel in the search, click in Search Results with predetermined air ticket, wine During the title that shop is associated it may be determined that predetermined air ticket in the client of online tourism service platform, hotel etc. function corresponds to The page be the page clicked in the search with user similarity be more than similarity threshold the page.Can by predetermined air ticket, The corresponding page of function in hotel is as initial page.After unlatching application is detected operates, load this in the application first The beginning page.It is predetermined air ticket, hotel's correspondence due to user in the client of online tourism service platform is needed the operation carrying out The page as the first initial page presenting to user so that user open online tourism service platform client it Afterwards, can directly load the page in predetermined air ticket, hotel.
In some optional implementations of the present embodiment, before the unlatching operation to application for the detection user, also wrap Include:Obtain the description information of the page of application, description information includes:Content of pages, the information of the function of the instruction page;To describe Information is combined, and obtains the page feature information of the page.
In the present embodiment, before detect the unlatching operation to application for the user by step 201, can analyze in advance should With each of the content of pages of the page, function, obtain the description information of the page.For example, online tourism service platform should The corresponding description information of homepage can be content of pages such as air ticket, hotel, sight spot, tourism, free walker etc., the instruction page The information of function for example log in, make a reservation for, navigate.Can be by the content of multiple description informations such as page of the page, instruction The information of the function of the page is combined, and obtains the page feature information of the page.
In some optional implementations of the present embodiment, before the unlatching operation to application for the detection user, also wrap Include:Obtain the search type of user input;Participle is carried out to search type, obtains multiple words;Word is combined, obtains at least One word combination;Obtain each word combination corresponding click page info respectively, click on page info and include:User's profit Content of pages in the page clicked on when being scanned for word combination;By corresponding for each word combination click page info It is combined, obtain the click page feature information of user.
For example, the search type of the user input getting is " the good-looking video of where is it ".Search type can be carried out point Word, obtains multiple words, the multiple words obtaining is combined, obtains word combination.For example, obtain word combination " depending on Frequently ", " good-looking video ".It is then possible to obtain each word combination corresponding click page info respectively.When user is searching When the search type of input is " video " in rope, comprises the video of the types such as short-sighted frequency, funny video in the page of click, then search for The corresponding click page info of formula " video " can include:The type informations such as video, short-sighted frequency, funny video.When user is searching When the search type of input is " good-looking video " in rope, clicks the link of one of Search Results video website, jump to The homepage of this video website, comprises the video of the types such as TV play, film, then search type is " good-looking in the homepage of this video website Video " corresponding click page info can include:The type informations such as the title of video website, TV play, film.Can be by The corresponding page info of clicking on of each set of words is combined, and obtains the click page feature information of user.Then search type The click page feature information of " the good-looking video of where is it " corresponding user can include:Video, short-sighted frequency, funny video, The title of video website, TV play, film.
In some optional implementations of the present embodiment, before the unlatching operation to application for the detection user, also wrap Include:Calculate user respectively clicks on the corresponding page clicking on page feature vector and each page of application of page feature information The similarity of region feature information corresponding page feature vector, wherein, clicks on each of page feature vector component corresponding Individual click page info, each of page feature vector component corresponds to a description information;Determine that corresponding similarity is maximum Page feature vector;Using corresponding for the page feature vector page as initial page.
In the present embodiment, before detection user operates to the unlatching of application, it is possible to use click on page feature vector Represent the page feature of the page clicked in page feature information and application of the user getting with page feature vector respectively Information.It is then possible to calculate the click page feature information corresponding click page feature vector of user and the every of application respectively The similarity of the page feature information corresponding page feature vector of one page.Select the maximum page of corresponding similarity As initial page, the first page showing user when that is, application is opened.
In some optional implementations of the present embodiment, before the unlatching operation to application for the detection user, also wrap Include:Obtain the portrait information of user, portrait information is used for the feature of instruction user;The portrait information calculating user respectively is corresponding The Figure Characteristics vector similarity vectorial with the corresponding page feature of page feature information of each page of application;It is right to determine The page feature vector of the similarity maximum answered;Using corresponding for the page feature vector page as initial page.
In the present embodiment, the portrait letter of user can before detection user operates, be obtained to the unlatching of application in advance Breath, the portrait information of user can include but is not limited to:User's social property, living habit, consuming behavior.Can be using portrait Characteristic vector and page feature vector represent respectively the user getting portrait information and application in the page page feature Information.The portrait information corresponding Figure Characteristics vector of user and the page feature of each page of application can be calculated respectively The similarity of information corresponding page feature vector.Select the maximum page of similarity as initial page, i.e. application is opened When the first page showing user.
In some optional implementations of the present embodiment, also include:The point of initial page in statistics preset time period Hit number of times;When number of clicks is less than the first frequency threshold value, redefine initial page.
In the present embodiment, after determining the initial page showing user when application is opened first, Ke Yitong The number of clicks of initial page in meter preset time period.When clicking the content in initial page as user, one can be equivalent to The secondary click to initial page.When number of clicks is less than the first frequency threshold value it may be determined that the corresponding search of this initial page Formula or user's portrait can not reflect the demand to the page for the user well.Can again be drawn a portrait really according to other search types or user Make the initial page showing user when application is opened.
In the present embodiment, the clicking rate of the initial page of user is showed as application first when a page is opened When too low, this page and the corresponding relation of page feature information can be cancelled, that is, the page cancelled this page and form this page Corresponding relation between the label of characteristic information.The numerical value of the component in the page feature vector adjust this page can be passed through, Redefine this page corresponding page feature vector.
In some optional implementations of the present embodiment, also include:In statistics preset time period, application is unlocked Opening times;When opening times are less than the second frequency threshold value, by the use of the homepage applied as initial page.
In the present embodiment, the opening times that application is unlocked in preset time period can be counted, when application unlatching this When less than the second frequency threshold value when, may return to acquiescence and open homepage mode, that is, using apply homepage as initial page. The conversion function of vector from the page to page feature can be optimized, for example can be by the page feature vector of this page of adjustment Component numerical value, redefine this page corresponding page feature vector.
Refer to Fig. 3, it illustrates an exemplary architecture figure of the page loading method being applied to the application.
In fig. 3 it is shown that page functional analyses device in obtaining the index information device 301 of the page in application, applying 302nd, user requirements analysis device 303, coalignment 304, download after open specified page device 305, optimize device 306.
The index information device obtaining the page of application can obtain the URL of the page in application.Obtain the page in application The corresponding relation providing key word by client and opening the URL of application, for example online trip can be comprised in index information device Trip platform provides key word air ticket and corresponding chained address.The index information device obtaining the page in application can also root According to the page in the application that the crawl of App Indexing agreement is opened with form web page, get the URL of the page of application.
In application, page functional analyses device can analyze content in the page, page function.With in the page of application As a example the page 1 is the page of application of online tourism service platform, content in the page 1, page function etc. can be analyzed, obtain The description information of the page 1.The description information of the page 1 can be content of pages such as air ticket, hotel, sight spot, tourism, free walker etc. Information, the information of the function of the instruction page for example log in, make a reservation for, navigate.Can be by multiple description informations such as page of the page The content in face, information of function of the instruction page etc. are combined, and obtain the page feature information of the page.Can be by description information It is referred to as label, the page feature information of the page can utilize the tag representation such as label a1, label a2, label a3.
User requirements analysis device can be analyzed to the history page that user clicks on and user's portrait.For example, user The search type of input is " the good-looking video of where is it ".Participle can be carried out to search type, obtain multiple words, many by obtain Individual word is combined, and obtains word combination.For example, obtain word combination " video ", " good-looking video ".It is then possible to point Do not obtain each word combination corresponding click page info.When user inputs " video " in the search and scans for, point The video of the types such as short-sighted frequency, funny video is comprised, then the corresponding click page info of word combination " video " in the page hitting Can include:The type informations such as video, short-sighted frequency, funny video.Searched when user inputs " good-looking video " in the search Suo Shi, clicks the link of one of Search Results video website, jumps to the homepage of this video website, this video website The video of the types such as TV play, film is comprised, then the corresponding click page info of word combination " good-looking video " can in homepage To include:The type informations such as the title of video website, TV play, film.Can be by corresponding for each set of words click page Surface information is combined, and obtains the click page feature information of user.Then search type " the good-looking video of where is it " corresponding use The click page feature information at family can include:Video, short-sighted frequency, funny video, the title of video website, TV play, film. Description information can be referred to as label, the click page feature information of user can utilize label b1, label b2, label b3 etc. Label is indicated.
Coalignment can be used for finding out the page clicked on user or user's portrait similarity highest page.To look into As a example finding out the Page resemblance highest page clicked on user, click page feature information and the application of user can be calculated The page feature information of each page similarity.Can generate respectively by labels such as label a1, label a2, label a3 The page feature vector sum of the page of numerical value composition forms the click page by the numerical value of the labels such as label b1, label b2, label b3 Characteristic vector.Calculate the label a1 of page feature information, the label such as label a2, label a3 and the point representing user of representation page Hit the label b1 of page feature information, label b2, the similarity of label b3.Select the maximum page of similarity to open as application The first initial page showing user when opening.
Open specified page device and can be used for after determining initial page, load when application is opened determine just The beginning page.
Optimize the number of clicks that device can count initial page in preset time period.When user clicks in initial page Content when, the click once to initial page can be equivalent to.Number of clicks is less than and is less than for the first time when number of clicks The initial page of number threshold value is it may be determined that the corresponding search type of this initial page or user's portrait can not reflect user couple well The demand of the page.When can again be opened according to the application that other search types or user's portrait are determined, initial presentation is to user's The page.
Refer to Fig. 4, as the realization to method shown in above-mentioned each figure, this application provides a kind of page charger One embodiment, this device embodiment is corresponding with the embodiment of the method shown in Fig. 2.
As shown in figure 4, the page charger 400 of the present embodiment includes:Detector unit 401, loading unit 402.Wherein, Detector unit 401 is configured to detect the unlatching operation to application for the user;Loading unit 402 is configured to open when application is detected Qi Shi, loads initial page in the application, and initial page includes:The similarity of the page clicked in the search with user is more than phase The page like the application of degree threshold value.
In some optional implementations of the present embodiment, device 400 also includes:First information acquiring unit (does not show Go out), it is configured to, before detection user operates to the unlatching of application, obtain the description information of the page of application, description information Including:Content of pages, the information of the function of the instruction page;Description information is combined, obtains the page feature information of the page; Second information acquisition unit (not shown), is configured to, before detection user operates to the unlatching of application, obtain user input Search type;Participle is carried out to search type, obtains multiple words;Word is combined, obtains at least one word combination;Point Do not obtain each word combination corresponding click page info, click on page info and include:User is carried out using word combination Content of pages in the page clicked on during search;Corresponding for each word combination click page info is combined, obtains The click page feature information of user;Page determining unit (not shown), is configured to the unlatching behaviour to application in detection user Before work, calculate user respectively clicks on corresponding each page clicking on page feature vector and application of page feature information Page feature information corresponding page feature vector similarity, wherein, click on each of page feature vector component pair Answer a click page info, each of page feature vector component corresponds to a description information;Determine corresponding similarity Maximum page feature vector;Using corresponding for the page feature vector page as described initial page;Second page determining unit (not shown), is configured to, before detection user operates to the unlatching of application, obtain the portrait information of user, portrait information is used Feature in instruction user;Calculate portrait information corresponding Figure Characteristics vector and each page of application of user respectively The similarity of page feature information corresponding page feature vector;Determine the maximum page feature vector of corresponding similarity;Will The corresponding page initial page of page feature vector.
In some optional implementations of the present embodiment, device 400 also includes:First statistic unit (not shown), It is configured to count the number of clicks of initial page in preset time period;When number of clicks is less than the first frequency threshold value, again Determine initial page;Second statistic unit (not shown), is configured to count the unlatching that in preset time period, application is unlocked time Number;When opening times are less than the second frequency threshold value, by the use of the homepage applied as initial page.
Fig. 5 shows the structural representation of the computer system being suitable to the page charger for realizing the embodiment of the present application Figure.
As shown in figure 5, computer system 500 includes CPU (CPU) 501, it can be read-only according to being stored in Program in memorizer (ROM) 502 or be loaded into program random access storage device (RAM) 503 from storage part 508 and Execute various suitable actions and process.In RAM503, the system that is also stored with 500 operates required various program datas. CPU 701, ROM 502 and RAM 503 are connected with each other by bus 504.Input/output (I/O) interface 505 is also connected to always Line 504.
Connected to I/O interface 505 with lower component:Importation 506 including keyboard, mouse etc.;Penetrate including such as negative electrode Spool (CRT), liquid crystal display (LCD) etc. and the output par, c 507 of speaker etc.;Storage part 508 including hard disk etc.; And include the communications portion 509 of the NIC of LAN card, modem etc..Communications portion 509 via such as because The network execution communication process of special net.Driver 510 connects to I/O interface 505 also according to needs.Detachable media 511, such as Disk, CD, magneto-optic disk, semiconductor memory etc., are arranged in driver 510, as needed in order to read from it Computer program as needed be mounted into storage part 508.
Especially, in accordance with an embodiment of the present disclosure, the process above with reference to flow chart description may be implemented as computer Software program.For example, embodiment of the disclosure includes a kind of computer program, and it includes being tangibly embodied in machine readable Computer program on medium, described computer program comprises the program code for the method shown in execution flow chart.At this In the embodiment of sample, this computer program can be downloaded and installed from network by communications portion 509, and/or from removable Unload medium 511 to be mounted.
Flow chart in accompanying drawing and block diagram are it is illustrated that according to the system of the various embodiment of the application, method and computer journey The architectural framework in the cards of sequence product, function and operation.At this point, each square frame in flow chart or block diagram can generation A part for one module of table, program segment or code, the part of described module, program segment or code comprises one or more For realizing the executable instruction of the logic function of regulation.It should also be noted that in some realizations as replacement, institute in square frame The function of mark can also be to occur different from the order being marked in accompanying drawing.For example, the square frame that two succeedingly represent is actual On can execute substantially in parallel, they can also execute sometimes in the opposite order, and this is depending on involved function.Also to It is noted that the combination of each square frame in block diagram and/or flow chart and the square frame in block diagram and/or flow chart, Ke Yiyong Execute the function of regulation or the special hardware based system of operation to realize, or can be referred to computer with specialized hardware The combination of order is realizing.
As another aspect, present invention also provides a kind of nonvolatile computer storage media, this non-volatile calculating Machine storage medium can be the nonvolatile computer storage media included in device described in above-described embodiment;Can also be Individualism, without the nonvolatile computer storage media allocated in terminal.Above-mentioned nonvolatile computer storage media is deposited Contain one or more program, when one or more of programs are executed by an equipment so that described equipment:Detection The unlatching operation to application for the user;When application unlatching is detected, load initial page, described initial page in the application Including:The similarity of the page clicked in the search with user is more than the page of the application of similarity threshold.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.People in the art Member is it should be appreciated that involved invention scope is however it is not limited to the technology of the particular combination of above-mentioned technical characteristic in the application Scheme, also should cover simultaneously in the case of without departing from described inventive concept, be carried out by above-mentioned technical characteristic or its equivalent feature Combination in any and other technical schemes of being formed.Such as features described above has similar work(with (but not limited to) disclosed herein The technical scheme that the technical characteristic of energy is replaced mutually and formed.

Claims (10)

1. a kind of page loading method is it is characterised in that methods described includes:
The unlatching operation to application for the detection user;
When application unlatching is detected, load initial page in the application, described initial page includes:With user in search The similarity of the page of middle click is more than the page of the application of similarity threshold.
2. method according to claim 1 it is characterised in that detection user to application unlatching operation before, described Method also includes:
Obtain the description information of the page of application, described description information includes:Content of pages, the information of the function of the instruction page;
Described description information is combined, obtains the page feature information of the page.
3. method according to claim 2 it is characterised in that detection user to application unlatching operation before, described Method also includes:
Obtain the search type of user input;
Participle is carried out to described search type, obtains multiple words;
Described word is combined, obtains at least one word combination;
Obtain each word combination corresponding click page info respectively, described click page info includes:User utilizes word Content of pages in the page that language combination is clicked on when scanning for;
Corresponding for each word combination click page info is combined, obtains the click page feature information of user.
4. method according to claim 3 it is characterised in that detection user to application unlatching operation before, described Method also includes:
Calculate user respectively clicks on page feature information corresponding click page feature vector and each page of application The similarity of page feature information corresponding page feature vector, wherein, clicks on each of page feature vector component and corresponds to One click page info, each of page feature vector component corresponds to a description information;
Determine the maximum page feature vector of corresponding similarity;
Using corresponding for the described page feature vector page as described initial page.
5. method according to claim 2 it is characterised in that detection user to application unlatching operation before, described Method also includes:
Obtain the portrait information of user, described portrait information is used for the feature of instruction user;
Calculate the portrait information corresponding Figure Characteristics vector of user and the page feature information of each page of application respectively The similarity of corresponding page feature vector;
Determine the maximum page feature vector of corresponding similarity;
Using corresponding for the described page feature vector page as described initial page.
6. the method according to one of claim 3-5 is it is characterised in that methods described also includes:
The number of clicks of described initial page in statistics preset time period;
When described number of clicks is less than the first frequency threshold value, redefine initial page.
7. method according to claim 6 is it is characterised in that methods described also includes:
The opening times that in statistics preset time period, application is unlocked;
When described opening times are less than the second frequency threshold value, by the use of the homepage applied as described initial page.
8. a kind of page charger is it is characterised in that described device includes:
Detector unit, is configured to detect the unlatching operation to application for the user;
Loading unit, is configured to, when application unlatching is detected, load initial page, described initial page in the application Including:The similarity of the page clicked in the search with user is more than the page of the application of similarity threshold.
9. device according to claim 8 is it is characterised in that described device also includes:
First information acquiring unit, is configured to, before detection user operates to the unlatching of application, obtain the page of application Description information, described description information includes:Content of pages, the information of the function of the instruction page;Described description information is carried out group Close, obtain the page feature information of the page;
Second information acquisition unit, is configured to, before detection user operates to the unlatching of application, obtain searching of user input Cable-styled;Participle is carried out to described search type, obtains multiple words;Described word is combined, obtains at least one word group Close;Obtain each word combination corresponding click page info respectively, described click page info includes:User utilizes word Content of pages in the page that combination is clicked on when scanning for;Corresponding for each word combination click page info is carried out group Close, obtain the click page feature information of user;
First page determining unit, is configured to, before detection user operates to the unlatching of application, calculate the point of user respectively Hit the corresponding corresponding page of page feature information clicking on page feature vector and each page of application of page feature information The similarity of region feature vector, wherein, clicks on the corresponding click page info of each of page feature vector component, the page Each of characteristic vector component corresponds to a description information;Determine the maximum page feature vector of corresponding similarity;By institute State the corresponding page of page feature vector as described initial page;
Second page determining unit, is configured to obtain the portrait letter of user to the unlatching of application before detection user operates Breath, described portrait information is used for the feature of instruction user;Respectively calculate user portrait information corresponding Figure Characteristics vector with The similarity of the page feature information corresponding page feature vector of each page of application;Determine that corresponding similarity is maximum Page feature vector;Using corresponding for the described page feature vector page as described initial page.
10. device according to claim 9 is it is characterised in that described device also includes:
First statistic unit, is configured to count the number of clicks of described initial page in preset time period;When described click time When number is less than the first frequency threshold value, redefine initial page;
Second statistic unit, is configured to count the opening times that in preset time period, application is unlocked;When described opening times During less than the second frequency threshold value, by the use of the homepage applied as described initial page.
CN201611025779.8A 2016-11-16 2016-11-16 Method and device for loading page Pending CN106407476A (en)

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Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102289447A (en) * 2011-06-16 2011-12-21 北京亿赞普网络技术有限公司 Website webpage evaluation system based on communication network message
CN102637177A (en) * 2011-02-14 2012-08-15 苏州巴米特信息科技有限公司 Characteristic method for browsing webpages on mobile phones
CN103870573A (en) * 2014-03-18 2014-06-18 北京奇虎科技有限公司 Method and device for website analysis
CN104077162A (en) * 2014-06-30 2014-10-01 北京奇虎科技有限公司 Mobile terminal application template updating and issuing method and device
CN104881484A (en) * 2015-06-04 2015-09-02 百度在线网络技术(北京)有限公司 Information recommendation method and device
CN104899273A (en) * 2015-05-27 2015-09-09 东南大学 Personalized webpage recommendation method based on topic and relative entropy
CN105468729A (en) * 2015-11-23 2016-04-06 深圳大粤网络视界有限公司 Internet mobile vertical search engine
CN105574143A (en) * 2015-12-15 2016-05-11 北京奇虎科技有限公司 Method and system for recommending content to user
CN105677838A (en) * 2016-01-04 2016-06-15 中国科学院计算技术研究所 User profile creating and personalized search ranking method and system based on user requirements
CN105956131A (en) * 2016-05-10 2016-09-21 乐视控股(北京)有限公司 Resource search method and device
CN106055552A (en) * 2016-04-19 2016-10-26 乐视控股(北京)有限公司 Method and device for displaying user page

Patent Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102637177A (en) * 2011-02-14 2012-08-15 苏州巴米特信息科技有限公司 Characteristic method for browsing webpages on mobile phones
CN102289447A (en) * 2011-06-16 2011-12-21 北京亿赞普网络技术有限公司 Website webpage evaluation system based on communication network message
CN103870573A (en) * 2014-03-18 2014-06-18 北京奇虎科技有限公司 Method and device for website analysis
CN104077162A (en) * 2014-06-30 2014-10-01 北京奇虎科技有限公司 Mobile terminal application template updating and issuing method and device
CN104899273A (en) * 2015-05-27 2015-09-09 东南大学 Personalized webpage recommendation method based on topic and relative entropy
CN104881484A (en) * 2015-06-04 2015-09-02 百度在线网络技术(北京)有限公司 Information recommendation method and device
CN105468729A (en) * 2015-11-23 2016-04-06 深圳大粤网络视界有限公司 Internet mobile vertical search engine
CN105574143A (en) * 2015-12-15 2016-05-11 北京奇虎科技有限公司 Method and system for recommending content to user
CN105677838A (en) * 2016-01-04 2016-06-15 中国科学院计算技术研究所 User profile creating and personalized search ranking method and system based on user requirements
CN106055552A (en) * 2016-04-19 2016-10-26 乐视控股(北京)有限公司 Method and device for displaying user page
CN105956131A (en) * 2016-05-10 2016-09-21 乐视控股(北京)有限公司 Resource search method and device

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