CN110472744A

CN110472744A - Web content processing method, device, medium and electronic equipment

Info

Publication number: CN110472744A
Application number: CN201910708618.6A
Authority: CN
Inventors: 毛铁峥; 颜强; 张国泽; 史嘉帅
Original assignee: Tencent Technology Shenzhen Co Ltd
Current assignee: Tencent Technology Shenzhen Co Ltd
Priority date: 2019-08-01
Filing date: 2019-08-01
Publication date: 2019-11-19

Abstract

Embodiments herein provides a kind of Web content processing method, device, medium and electronic equipment.The Web content processing method includes: to obtain each user relevant to Web content to be processed；Each user is counted to the action event of Web content to be processed；According to each user to the action event of Web content to be processed and the original authority degree of Web content to be processed, the technorati authority assessed value that each user is directed to Web content to be processed is calculated, technorati authority is used to indicate the propagation importance of Web content to be processed；It is directed to the technorati authority assessed value of Web content to be processed according to each user, calculates the technorati authority of Web content to be processed.The technical solution of the embodiment of the present application can calculate according to action event of each user to Web content to be processed and propagate the technorati authority of importance for evaluating Web content, and then be able to reflect out the propagation importance of Web content.

Description

Web content processing method, device, medium and electronic equipment

Technical field

This application involves computer and fields of communication technology, in particular to a kind of Web content processing method, dress It sets, medium and electronic equipment.

Background technique

As rhythm of life is increasingly accelerated, fragmentation is carried out on network and reads the main reading side for having become modern Formula utilizes the time in order to significantly more efficient, and the Web content for having obtained user read particularly significant.Propagating importance is For evaluate Web content promotional value standard, propagate chance that the higher Web content of importance is read by the user more Greatly.Therefore, in order to improve the reading experience of user, the propagation importance for how evaluating Web content becomes urgently to be resolved Technical problem.

Summary of the invention

Embodiments herein provides a kind of Web content processing method, device, medium and electronic equipment, can evaluate The propagation importance of Web content.

Other characteristics and advantages of the application will be apparent from by the following detailed description, or partially by the application Practice and acquistion.

According to the one aspect of the embodiment of the present application, provide a kind of Web content processing method, including obtain with wait locate Manage the relevant each user of Web content；Each user is counted to the action event of the Web content to be processed；According to Each user is to the action event of the Web content to be processed and the original authority degree of the Web content to be processed, meter The technorati authority assessed value that each user is directed to the Web content to be processed is calculated, the technorati authority is for indicating described wait locate Manage the propagation importance of Web content；The technorati authority assessed value of the Web content to be processed is directed to according to each user, Calculate the technorati authority of the Web content to be processed.

According to the one aspect of the embodiment of the present application, a kind of Web content processing unit is provided, including obtains module, the One statistical module, the first computing module and the second computing module；The acquisition module is for obtaining and Web content phase to be processed The each user closed；First statistical module is for counting each user to the operation thing of the Web content to be processed Part；First computing module be used for according to each user to the action event of the Web content to be processed and it is described to The original authority degree of Web content is handled, the technorati authority for calculating each user for the Web content to be processed is assessed Value, the technorati authority are used to indicate the propagation importance of the Web content to be processed；Second computing module is used for basis Each user is directed to the technorati authority assessed value of the Web content to be processed, calculates the authority of the Web content to be processed Degree.

In some embodiments of the present application, it is based on aforementioned schemes, the Web content processing unit further include: compare mould Block, for after the technorati authority for calculating the Web content to be processed, according to the authority of the Web content to be processed Degree and the original authority degree determine the technorati authority changing value of the Web content to be processed；If the Web content to be processed The not up to default changing value of technorati authority changing value, then using the technorati authority for the Web content to be processed being calculated as described in The final technorati authority of Web content to be processed.

In some embodiments of the present application, aforementioned schemes are based on, if the comparison module is configured that the net to be processed The technorati authority changing value of network content reaches the default changing value, by the technorati authority for the Web content to be processed being calculated Compared with setting value；If the technorati authority for the Web content to be processed being calculated reaches the setting value, will calculate The technorati authority of the Web content to be processed arrived the technorati authority final as the Web content to be processed.

In some embodiments of the present application, it is based on aforementioned schemes, the Web content processing unit further include: sequence mould Block, for obtaining the type of the Web content to be processed；Obtain it is identical with the type of the Web content to be processed other The technorati authority of Web content；According to the technorati authority for the Web content to be processed being calculated and other Web contents Technorati authority is ranked up the Web content to be processed and other described Web contents.

In some embodiments of the present application, it is based on aforementioned schemes, the Web content processing unit further include: at first Manage module, for obtaining the technorati authority for each Web content issued in specified transmission on Internet account, and with it is described each The relevant target user of Web content；Using the specified transmission on Internet account and the target user as node, with the mesh Side of the user to the action event of each Web content between the node is marked, building is passed for the specified internet The network model of account is broadcast, the attribute value on each side includes the technorati authority and Web content of corresponding network content in the network model Identification information；Calculating is iterated to the network model, after network model convergence, will include in the network model Side technorati authority of the attribute value as the specified transmission on Internet account.

In some embodiments of the present application, aforementioned schemes are based on, the first processing module is configured that described specified In the corresponding network model of transmission on Internet account, according to booking reader's quantity of the specified transmission on Internet account, determine The maximum quantity on the side that the corresponding node of the specified transmission on Internet account is connected.

In some embodiments of the present application, aforementioned schemes are based on, the acquisition module, which is configured that, obtains described specify mutually The technorati authority for each Web content for belonging to specified type issued in account is propagated in networking；The first processing module also configures Are as follows: the specified type is directed to using the attribute value on the side for including in the network model as the specified transmission on Internet account Technorati authority.

In some embodiments of the present application, it is based on aforementioned schemes, the Web content processing unit further include: at second Module is managed, for obtaining the technorati authority at least one Web content issued in specified transmission on Internet account；According to the finger The technorati authority for determining at least one Web content issued in transmission on Internet account determines the specified transmission on Internet account Technorati authority.

In some embodiments of the present application, aforementioned schemes are based on, the original authority degree includes the network to be processed The initial technorati authority of content；The Web content processing unit further include: determining module, the second statistical module and third calculate mould Block；The determining module be used for determine the Web content to be processed from transmission on Internet account；The second statistics mould Block is for counting user that is related to the Web content to be processed and having subscribed the transmission on Internet account to described wait locate Manage the action event of Web content；The third computing module is related to the Web content to be processed for basis and has subscribed The user of the transmission on Internet account determines the Web content to be processed to the action event of the Web content to be processed Initial technorati authority.

In some embodiments of the present application, be based on aforementioned schemes, first statistical module be configured that according to it is described The behavioral data of the relevant each user of Web content to be processed, determines the credit value of each user；Count described each Credit value reaches action event of the user to the Web content to be processed of credit value threshold value in user.

In some embodiments of the present application, aforementioned schemes are based on, first statistical module is additionally configured to: described in acquisition Hop count of each user to the Web content to be processed；First computing module is additionally configured to: being calculated described wait locate The original authority degree for managing Web content and each user obtain the product of the hop count of the Web content to be processed Each user is directed to the technorati authority assessed value of the Web content to be processed.

In some embodiments of the present application, aforementioned schemes are based on, second computing module is additionally configured to: will be described each A user sums for the technorati authority assessed value of the Web content to be processed, obtains the authority of the Web content to be processed Degree.

According to the one aspect of the embodiment of the present application, a kind of computer-readable program medium is provided, calculating is stored with Machine program instruction makes computer execute net described in any of the above embodiments when the computer program instructions are computer-executed Network content processing method.

According to the one aspect of the embodiment of the present application, a kind of electronic equipment is provided, comprising: processor；Memory, it is described Computer-readable instruction is stored on memory, when the computer-readable instruction is executed by the processor, realization is such as taken up an official post Web content processing method described in one.

The technical solution that embodiments herein provides can include the following benefits:

In the technical solution provided by some embodiments of the present application, in order to evaluate the propagation importance of Web content, Each user relevant to Web content to be processed is obtained, and counts each user to the operation thing of Web content to be processed Part.Since action event of each user to Web content to be processed is able to reflect out each user to Web content to be processed Evaluation, and user is related to the propagation importance of Web content to be processed to the evaluation of Web content to be processed, therefore passes through root According to each user to the action event of Web content to be processed and the original authority degree of Web content to be processed, each user is calculated For the technorati authority assessed value of Web content to be processed, obtained technorati authority assessed value has just reflected each user to be processed The evaluation of Web content.Simultaneously as technorati authority is used to indicate the propagation importance of Web content to be processed, the original of Web content The propagation importance of Web content when beginning technorati authority represents this calculating, therefore consider the original authority of Web content to be processed Spend the propagation importance that obtained technorati authority assessed value has just reflected Web content.Net to be processed is directed to further according to each user The technorati authority assessed value of network content, calculates the technorati authority of Web content to be processed, makes the propagation importance of Web content and each User influences the technorati authority of Web content on the evaluation of Web content to be processed, and the technorati authority of obtained Web content can obtain To the propagation importance of Web content.

It should be understood that the above general description and the following detailed description are merely exemplary, this can not be limited Application.

Detailed description of the invention

The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the application Example, and together with specification it is used to explain the principle of the application.It should be evident that the accompanying drawings in the following description is only the application Some embodiments for those of ordinary skill in the art without creative efforts, can also basis These attached drawings obtain other attached drawings.In the accompanying drawings:

Fig. 1 is shown can be using the schematic diagram of the exemplary system architecture of the technical solution of the embodiment of the present application；

Fig. 2 diagrammatically illustrates the flow chart of the Web content processing method according to one embodiment of the application；

Fig. 3, which is diagrammatically illustrated, obtains initial authority in the Web content processing method according to one embodiment of the application The flow chart of degree；

Fig. 4 diagrammatically illustrates the flow chart of the Web content processing method according to another embodiment of the application；

Fig. 5 diagrammatically illustrates the flow chart of the Web content processing method according to another embodiment of the application；

Fig. 6 schematically provides the relation schematic diagram between a kind of user and specified transmission on Internet account；

Fig. 7 diagrammatically illustrates the block diagram of the Web content processing unit according to one embodiment of the application；

Fig. 8 shows the structural schematic diagram for being suitable for the computer system for the electronic equipment for being used to realize the embodiment of the present application；

Fig. 9 is a kind of computer for realizing above-mentioned Web content processing method shown according to an exemplary embodiment Readable storage medium storing program for executing.

Specific embodiment

Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes Formula is implemented, and is not understood as limited to example set forth herein；On the contrary, thesing embodiments are provided so that the application will more Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.

In addition, described feature, structure or characteristic can be incorporated in one or more implementations in any suitable manner In example.In the following description, many details are provided to provide and fully understand to embodiments herein.However, It will be appreciated by persons skilled in the art that the technical solution of the application can be practiced without one or more in specific detail, Or it can be using other methods, constituent element, device, step etc..In other cases, it is not shown in detail or describes known side Method, device, realization or operation to avoid fuzzy the application various aspects.

Block diagram shown in the drawings is only functional entity, not necessarily must be corresponding with physically separate entity. I.e., it is possible to realize these functional entitys using software form, or realized in one or more hardware modules or integrated circuit These functional entitys, or these functional entitys are realized in heterogeneous networks and/or processor device and/or microcontroller device.

Flow chart shown in the drawings is merely illustrative, it is not necessary to including all content and operation/step, It is not required to execute by described sequence.For example, some operation/steps can also decompose, and some operation/steps can close And or part merge, therefore the sequence actually executed is possible to change according to the actual situation.

Fig. 1 is shown can be using the schematic diagram of the exemplary system architecture 100 of the technical solution of the embodiment of the present application.

As shown in Figure 1, system architecture 100 may include the terminal device (smart phone as shown in fig. 1 that user uses 101, one of tablet computer 102 and portable computer 103 or a variety of, naturally it is also possible to be desktop computer, e-book Reader etc.), network 104 and server 105.Network 104 is to provide communication link between terminal device and server 105 Medium.Network 104 may include various connection types, such as wired communications links, wireless communication link etc..

Terminal device can be equipped with application client, or be equipped with browser, accessed and applied by browser The webpage client of program.Application client and webpage client are referred to as client by the embodiment of the present invention, hereafter not Special declaration again.

Client can be the client for having and operating Web content function to be processed, or is provided simultaneously with and operates wait locate The client of Web content function and social functions is managed, or is provided simultaneously with operation Web content function to be processed and game function The client of energy, or it is provided simultaneously with the client for operating Web content function and receiving and dispatching mail function to be processed, either It is provided simultaneously with the client for operating Web content function and financial function to be processed, or is provided simultaneously with operation network to be processed The client of the service functions such as content function and information inquiry.It is to be provided simultaneously with operation Web content function to be processed in client When with the client of other function, the account and other electronic accounts that user uses when operating Web content to be processed are tied up mutually Fixed or association.

It should be understood that the number of terminal device, network 104 and server 105 in Fig. 1 is only schematical.According to It realizes and needs, can have any number of terminal device, network 104 and server 105.Such as server 105 can be it is more The server cluster etc. that a server 105 forms.

This implementation environment can also include other servers 106, and other servers 106 are the other function having with client It can corresponding server.It can be connected by network 104 between other servers 106 and server 105.Other servers 106 It can be a server, or the server cluster consisted of several servers or a cloud computing service center.

Client in terminal device is to be provided simultaneously with the client for operating Web content function and other functions to be processed When end, other servers 106 are used for category traffic corresponding with terminal device interaction offer, such as social category business, game class industry It is engaged in, class of sending and receiving e-mail business, financing class business and information inquire class service business.Other servers 106 are of the invention real It applies and is also used to provide the historical data of corresponding classification to server 105 in example.For example, the historical operating data of user, history society Intersection number evidence, history mail data, history financing data and historical log data.Wherein, historical operating data may include to it The behavioral datas such as the historical operation event of his Web content and the technorati authority of other Web contents；History social data may include At least one of information such as history online hours, history social activity number, history speech number；History mail data may include At least one of information such as history mail quantity and history mail size；History financing data may include history total investment At least one of with the information such as historical yield total value；Historical log data may include historical log number, historical log frequency At least one of information such as rate and historical log duration.

In one embodiment of the application, it is (as shown in fig. 1 by terminal device that server 105 can collect user Smart phone 101, tablet computer 102 or portable computer 103 etc.) action event that Web content to be processed is carried out. Web content to be processed can be article, voice, message, picture, music, the video, link, expression that user obtains from client Deng.Each user to the action event of Web content to be processed can for browse, forward, thumb up, comment on, collect, beat reward, sharing Deng.User operates Web content to be processed it is confirmed that user is related to Web content to be processed.

Server 105 first obtains each user relevant to Web content to be processed, server 105 be collected into it is to be processed The action event that the relevant each user of Web content carries out Web content to be processed by the client on terminal device it Afterwards, action event is counted, further according to each user in the action event and network to be processed of Web content to be processed The original authority degree of appearance, calculate each user be directed to Web content to be processed technorati authority assessed value, technorati authority for indicate to Handle the propagation importance of Web content.Each user illustrates each use for the technorati authority assessed value of Web content to be processed The evaluation of importance is propagated Web content to be processed in family.

Since action event of each user to Web content to be processed is able to reflect out each user to network to be processed Content propagates the evaluation of importance, and the original authority degree of Web content to be processed represents Web content to be processed in this evaluation Preceding propagation importance.Server 105 is according to each user in the action event and network to be processed of Web content to be processed The original authority degree of appearance calculates the technorati authority assessed value that each user is directed to Web content to be processed, can make Web content Propagating importance influences evaluation of the user to Web content, propagates the good Web content acquisition for propagating importance with it important Property corresponding technorati authority assessed value, can be propagate the higher Web content of importance technorati authority assessed value it is higher.

Server 105 is directed to the technorati authority assessed value of Web content to be processed further according to each user, calculates net to be processed The technorati authority of network content.The technorati authority of Web content represents the propagation importance of Web content.Make to indicate that each user treats The technorati authority assessed value for handling Web content evaluation influences the technorati authority of Web content, has just reached and has evaluated net according to Web content The purpose of network content propagation importance.

It should be noted that Web content processing method provided by the embodiment of the present application is generally executed by server 105, Correspondingly, Web content processing unit is generally positioned in server 105.But in the other embodiments of the application, terminal Equipment can also have similar function with server 105, handle thereby executing Web content provided by the embodiment of the present application Method.

The realization details of the technical solution of the embodiment of the present application is described in detail below:

Fig. 2 diagrammatically illustrates the flow chart of the Web content processing method according to one embodiment of the application, the net The executing subject of network content processing method can be server, for example can be server 105 shown in Fig. 1.

Referring to shown in Fig. 2, which includes at least step S210 to step S240, be discussed in detail as Under:

In step S210, each user relevant to Web content to be processed is obtained.

In one embodiment of the application, Web content to be processed can be article, the language that user obtains from client Sound, video, message, picture, music, video, link, expression etc..User relevant to Web content to be processed is exactly to treat place The user that reason Web content is operated, user relevant to Web content to be processed can be one or more.

In one embodiment of the application, user relevant to Web content to be processed is also possible to network to be processed The action event of content reaches the user of setting condition, and imposing a condition can be the mode of limitation action event, action event Number etc., for example, the user at least browsing primary Web content to be processed is determined as use relevant to Web content to be processed Family.The user for reaching setting condition in the embodiment by obtaining, so that user and the correlation of Web content to be processed obtain Guarantee, and then the propagation importance of Web content can be evaluated.

In one embodiment of the application, each use can be all detected before calculating Web content technorati authority every time Family whether have subscribed Web content to be processed from transmission on Internet account.And it can only obtain and have subscribed internet biography The user of account is broadcast, and then the action event of Web content to be processed is obtained according to the user for having subscribed the transmission on Internet account The Web content technorati authority arrived is able to reflect out Web content and propagates importance.

In one embodiment of the application, before obtaining each user relevant to Web content to be processed, Ke Yixian It is random to obtain user and user information, the user that user information reaches setting condition is first obtained, then select using TrustRank algorithm User similar in the customer relationship of setting condition is taken and reaches, the user until getting setting quantity.Again from these users Choose user relevant to Web content to be processed.

In step S220, each user is counted to the action event of Web content to be processed.

In one embodiment of the application, action event may include browse, forward, commenting on, thumbing up, collecting, beat reward, Share etc..

In one embodiment of the application, each user can be counted within the set time to Web content to be processed Action event.By counting each user within the set time to the action event of Web content to be processed, when only obtaining setting Interior Web content, can obtain newest Web content, make it possible to evaluate the propagation importance of Web content.

In this embodiment, by counting each user within the set time to the action event of Web content to be processed, The Web content outside setting time is not considered, on the one hand can reduce the quantity of calculative Web content, and saving is calculated as This, it is more accurate on the other hand can also to ensure to obtain to the newest action event of Web content to be processed according to each user Technorati authority.

In the other embodiments of the application, the browsing situation that each user browses Web content to be processed can be counted, For example whether browsing, browsing duration, browsing time etc.；The forwarding feelings that each user forwards Web content to be processed can be counted Condition, such as hop count, each user of reception forward the number of users of Web content to be processed；Each user comment can be counted to wait for The comment situation of Web content is handled, for example whether the keyword etc. in comment, comment, can obtain by the keyword in comment Evaluation of the user to Web content to be processed must be commented on；It can count whether each user thumbs up Web content to be processed, count Whether each user collects Web content to be processed, counts whether each user beats reward Web content to be processed and beat money reward volume, Count whether each user shares Web content to be processed and sharing range etc..

It, can be according to the behavior number of each user relevant to Web content to be processed in one embodiment of the application According to determining the credit value of each user；It counts credit value in each user and reaches the user of credit value threshold value to network to be processed The action event of content.

In this embodiment, it when obtaining each user relevant to Web content to be processed, can obtain simultaneously each Whether user ties up the authority of card, other Web contents that user crosses historical operation event, the user's operation of other Web contents The behavioral data of the users such as degree.Behavioral data and prestige value comparison table are searched, the different behavioral datas of user correspond to different letters Reputation value sums the corresponding credit value of the behavioral data of each user, the credit value as the user.It counts and believes in each user Reputation value reaches action event of the user to Web content to be processed of credit value threshold value, reaches credit value threshold value further according to credit value User to the action event of Web content to be processed, the technorati authority of Web content to be processed is obtained, so that the power of Web content Prestige degree can more accurately evaluate the propagation importance of Web content.

In one embodiment of the application, according to user to historical operation event, the user's operation of other Web contents The behavioral data of the users such as the technorati authority for other Web contents crossed is it can be concluded that the reading of the activity of the user and user are propagated Importance is propagated importance according to the reading of the activity of the user and user and is screened to user.By each after statistics screening The Web content technorati authority that the action event of a user obtains can more accurately evaluate the propagation importance of Web content.

In one embodiment of the application, when obtaining each user relevant to Web content to be processed, Ke Yitong When obtain whether each user ties up the user informations such as card, good friend's quantity, can be believed according to the behavioral data of each user and user Breath screens user, and only statistics meets each user relevant to Web content to be processed of screening conditions to net to be processed The action event of network content can make in the subsequent network obtained according to action event of each user to Web content to be processed Hold technorati authority, more accurately evaluates the propagation importance of Web content to be processed.

With continued reference to Fig. 2, in step S230, according to each user to the action event of Web content to be processed and wait locate The original authority degree for managing Web content, calculates the technorati authority assessed value that each user is directed to Web content to be processed, and technorati authority is used In the propagation importance for indicating Web content to be processed.

In one embodiment of the application, original authority degree is the power of Web content to be processed when calculating technorati authority every time Prestige degree, if it is Web content technorati authority is calculated in this way for the first time, original authority degree is initial technorati authority；If no It is to calculate Web content technorati authority in this way for the first time, original authority degree is before this calculating, and the last time calculates and obtains The Web content technorati authority obtained.

In one embodiment of the application, the propagation importance of Web content to be processed and the matter of Web content to be processed The factors such as amount, the timeliness of the practicability of the Web content readable, to be processed of Web content to be processed, Web content to be processed In one or more factors it is related.

In one embodiment of the application, multiple technorati authority sections can be set, different technorati authority sections is corresponding not Same propagation importance, if the value of Web content technorati authority to be processed is in some technorati authority section, then it is assumed that the Web content Propagation importance be the corresponding propagation importance in the technorati authority section.According to technorati authority by the propagation weight of Web content to be processed The property wanted distinguishes, convenient to carry out subsequent processing to the different Web contents for propagating importance, can be the high network of technorati authority The propagation importance of content is high, and the high Web content of propagation importance can obtain the popularization more than energy.

In one embodiment of the application, referring to shown in Fig. 3, initial technorati authority is obtained in the Web content processing method It may include step S310 to step S330, be described in detail as follows:

In step s310, determine Web content to be processed from transmission on Internet account.

Transmission on Internet account can be the account of the social applications platforms such as microblog account, wechat account, QQ account, public platform Number, it is also possible to read the account of the other types application platforms such as account, financing account, shopping account.

In step s 320, user related to Web content to be processed and having subscribed transmission on Internet account is counted to treat Handle the action event of Web content.

Have subscribed transmission on Internet account user can for microblogging bean vermicelli, wechat good friend, QQ friends, public platform bean vermicelli, Read account good friend, financing account bean vermicelli, shopping account good friend etc..

In step S330, treated according to user that is related to Web content to be processed and having subscribed transmission on Internet account The action event of processing Web content determines the initial technorati authority of Web content to be processed.

The technical solution of embodiment illustrated in fig. 3 according to the action event for the user for subscribing to transmission on Internet account by determining The initial technorati authority of file to be processed keeps the operation behavior for obtaining the user of the initial technorati authority of Web content truer, makes just Beginning technorati authority more accurately reflects propagation importance of the Web content when being evaluated at the beginning, makes according to initial technorati authority Obtained Web content technorati authority is capable of the propagation importance of more accurate evaluation Web content.

In one embodiment of the application, the initial technorati authority for calculating Web content may include following procedure:

The user for once browsing and browsing Web content to be processed in the initial technorati authority of calculating Web content is obtained, The behavioral data and user information of these users are obtained, is manually set for each user and the technorati authority of Web content to be processed is commented Technorati authority assessed value of these users to Web content to be processed is summed, obtains the initial power of Web content to be processed by valuation Prestige degree.

In this embodiment, approval of the user to Web content to be processed, institute are indicated due to browsing Web content to be processed Initial technorati authority with the Web content to be processed obtained according to the user of browse network content, can evaluate in network to be processed The propagation importance of appearance.

The user for once browsing and browsing Web content to be processed in the initial technorati authority of calculating Web content is obtained, The historical behavior data and user information for obtaining these users determine clear according to the behavioral data and user information of these users Look at Web content to be processed each user to the technorati authority assessed value and technorati authority assessed value weight of Web content to be processed, will The each user for browsing Web content to be processed sums to the technorati authority assessed value of Web content to be processed or seeks weighted sum, obtains The initial technorati authority of Web content to be processed.

In this embodiment, the behavioral data and user information for user's setting of browse network content and user are adapted Technorati authority assessed value and technorati authority assessed value weight, enable obtain technorati authority assessed value more accurately evaluate in network The propagation importance of appearance.

In one embodiment of the application, when action event of each user to Web content to be processed includes obtaining respectively It, can be by calculating the original authority degree of Web content to be processed and each when a user is to the hop count of Web content to be processed A user obtains the technorati authority that each user is directed to Web content to be processed to the product of the hop count of Web content to be processed Assessed value.

In this embodiment, user forwards Web content to be processed to illustrate approval of the user to Web content to be processed, It determines that user is directed to the technorati authority assessed value of Web content to be processed according to hop count of the user to Web content to be processed, makes The technorati authority assessed value of acquisition can more accurately evaluate the propagation importance of Web content.

In one embodiment of the application, counting each user includes obtaining to the action event of Web content to be processed Whether each user browses Web content to be processed and when hop count, and the operation thing of the Web content is browsed according to user Part, can determine the user to the value for the original authority degree that the assessed value of Web content to be processed is Web content to be processed, then The original authority degree for calculating Web content to be processed and each user will use the product of the hop count of Web content to be processed Family browses the technorati authority assessed value that Web content to be processed generates and the technorati authority that user forwards Web content to be processed to generate is commented Valuation summation obtains the technorati authority assessed value that each user is directed to Web content to be processed.

In this embodiment, according to user whether Web content to be processed is browsed and hop count determine user be directed to The technorati authority for handling Web content enables the technorati authority assessed value obtained more accurately to evaluate Web content propagation important Property.

With continued reference to Fig. 2, in step S240, assessed according to each user for the technorati authority of Web content to be processed Value, calculates the technorati authority of Web content to be processed.

In one embodiment of the application, each user can be directed to the technorati authority assessed value of Web content to be processed Summation, obtains the technorati authority of Web content to be processed.According to the technorati authority for the Web content that the technorati authority assessed value of user obtains, The evaluation that user propagates Web content importance is reflected, the propagation weight of Web content to be processed can be more accurately evaluated The property wanted.

It can be each user according to the behavioral data and user information of each user in one embodiment of the application Weight is set, then each user is sought into weighted sum for the technorati authority assessed value of Web content to be processed, obtains network to be processed The technorati authority of content.

In this embodiment, the behavioral data of each user and user's information evaluation have corresponding influence, examine The technorati authority for the Web content that the behavioral data and user information for considering each user obtain enables the technorati authority assessed value obtained It is enough that more accurately evaluation Web content propagates importance.

Fig. 4 diagrammatically illustrates the flow chart of the Web content processing method according to another embodiment of the application, should The executing subject of Web content processing method can be server, for example can be server 105 shown in Fig. 1.

In the present embodiment, referring to shown in Fig. 4, which may include step S410 to step S4100 is described in detail as follows:

In step S410, each user relevant to Web content to be processed is obtained；

In the step s 420, each user is counted to the action event of Web content to be processed；

In step S430, according to each user to the action event of Web content to be processed and Web content to be processed Original authority degree calculates the technorati authority assessed value that each user is directed to Web content to be processed, and technorati authority is for indicating to be processed The propagation importance of Web content；

In step S440, it is directed to the technorati authority assessed value of Web content to be processed according to each user, calculates to be processed The technorati authority of Web content；

In step S450, Web content to be processed is determined according to the technorati authority of Web content to be processed and original authority degree Technorati authority changing value；

In step S460, judge whether the technorati authority changing value of Web content to be processed reaches default changing value；

In step S470, if the not up to default changing value of the technorati authority changing value of Web content to be processed, will calculate The technorati authority of the obtained Web content to be processed technorati authority final as Web content to be processed；

In step S480, if the technorati authority changing value of Web content to be processed reaches default changing value, it will calculate To Web content to be processed technorati authority compared with setting value；

In step S490, judge whether the technorati authority for the Web content to be processed being calculated reaches setting value；

In step S4100, if the technorati authority for the Web content to be processed being calculated reaches setting value, it will calculate The technorati authority of the Web content to be processed arrived the technorati authority final as Web content to be processed.

In this embodiment, if the technorati authority for the Web content to be processed being calculated is not up to setting value, step is returned Rapid S410 reacquires each user relevant to Web content to be processed.

In the Web content processing method, after obtaining the final technorati authority of Web content to be processed, stopping is calculated wait locate The technorati authority for managing Web content can save computing resource, save cost.Setting value can need to set according to realization.

In one embodiment of the application, three technorati authority sections can be set according to the value of technorati authority from high to low. If the final technorati authority of Web content to be processed is in important section, then it is assumed that the propagation importance of the Web content is important, can To increase the publicity to the Web content；If the final technorati authority of Web content to be processed is in common section, then it is assumed that the net The propagation importance of network content is common, can continue the publicity to the Web content；If the final authority of Web content to be processed Degree is in inessential section, then it is assumed that the propagation importance of the Web content is inessential, can stop a surname to the Web content It passes.

In this embodiment, different behaviors is taken Web content according to the propagation importance of Web content to be processed, The Web content that can have made is seen by more users, promotes the usage experience of user.

Fig. 5 diagrammatically illustrates the flow chart of the Web content processing method according to another embodiment of the application, should The executing subject of Web content processing method can be server, for example can be server 105 shown in Fig. 1.

In the present embodiment, referring to Figure 5, which may include step S510 to step S570 is described in detail as follows:

In step S510, each user relevant to Web content to be processed is obtained；

In step S520, each user is counted to the action event of Web content to be processed；

In step S530, according to each user to the action event of Web content to be processed and Web content to be processed Original authority degree calculates the technorati authority assessed value that each user is directed to Web content to be processed, and technorati authority is for indicating to be processed The propagation importance of Web content；

In step S540, it is directed to the technorati authority assessed value of Web content to be processed according to each user, calculates to be processed The technorati authority of Web content；

In step S550, the type of Web content to be processed is obtained；

In step S560, the technorati authority of other Web contents identical with the type of Web content to be processed is obtained；

In step S570, according to the authority of the technorati authority for the Web content to be processed being calculated and other Web contents Degree is ranked up Web content to be processed and other Web contents.

In one embodiment of the application, the type of Web content to be processed can include according to Web content to be processed Keyword determine, the Web content comprising same keyword can be determined as to the Web content of same type, or can be with It will include that the Web content of same keyword is determined as the Web content of same type in Web content title.

During concrete implementation, Web content to be processed can be circle of friends, article, the public in wechat client Number, novel, music, expression etc., circle of friends, article, public platform, novel, music, expression etc. are hereafter referred to as Web content. It, can be according to keyword search Web content in searching in function for wechat.User is defeated in the searching of wechat client After entering some keyword, the Web content comprising the keyword is ranked up by server according to the technorati authority of Web content, can The high Web content of technorati authority to be arranged in front.Sorted Web content list is sent to wechat client by server, Wechat client shows list, browses to user first and propagates the high Web content of importance, when saving user Between.

It should be noted that Fig. 5 is the Web content treatment process for showing schematically the application one embodiment The step of, especially step S550~S570 can be executed before step S510, and step S550~S570 can also be in step It is executed after S540, step S550~S570 can also be executed between step S510~S540.

In one embodiment of the application, which can construct network model and calculate specified interconnection Net propagates the technorati authority of account, is described in detail as follows:

The each network issued in specified transmission on Internet account is obtained by the technical solution of the above embodiments of the present application The technorati authority of content, and target user relevant to each Web content；Then with specified transmission on Internet account and target User is node, the side using target user to the action event of each Web content between node, and building is for specified interconnection Net propagates the network model of account, and the attribute value on each side includes the technorati authority and Web content of corresponding network content in network model Identification information；Calculating is iterated to network model, after network model convergence, by the attribute value on the side for including in network model Technorati authority as specified transmission on Internet account.

In this embodiment, the technorati authority that transmission on Internet account is calculated using network model, can faster be interconnected Net propagates the technorati authority of account, saves the time, while also can be improved the accuracy for the technorati authority being calculated.

In this embodiment, referred to according to the technorati authority for each Web content issued in specified transmission on Internet account The technorati authority of account is propagated in fixed interconnection, i.e., specified transmission on Internet account is propagated the Web content that importance is wherein issued and passed The influence for broadcasting importance enables the technorati authority of the specified transmission on Internet account obtained more accurately to reflect that internet passes Broadcast the propagation importance of account.

In one embodiment in the application, referring to shown in Fig. 6, user 1 and user 2 are specified transmission on Internet accounts Number booking reader, user 1 browsed one or more Web contents of specified transmission on Internet account publication, has been then forwarded to User 2.Can be node with specified transmission on Internet account, user 1 and user 2 so when constructing network model, due to Family 1 has browsed one or more Web contents of specified transmission on Internet account publication, therefore user 1 and specified transmission on Internet The attribute value on the side between account contains the technorati authority and Web content identification information of corresponding network content, and user 1 will specify One or more Web contents of transmission on Internet account publication are transmitted to user 2, the attribute value packet of user 1 and the side of user 2 The technorati authority and Web content identification information of corresponding network content are contained, user 2 browses one or more nets that user 1 sends Network content, the one or more Web content come from specified transmission on Internet account, and user 2 is just and specified transmission on Internet account Between produce connection, the attribute value on the side between user 2 and specified transmission on Internet account contains the corresponding of the browsing of user 2 The technorati authority and Web content identification information of Web content.

It, can be using PageRunk algorithm or TrustRunk algorithm to network model in one embodiment of the application It is iterated calculating, obtains the technorati authority of specified transmission on Internet account.

In one embodiment of the application, in the corresponding network model of specified transmission on Internet account, according to specified Booking reader's quantity of transmission on Internet account determines the maximum on the side that the specified corresponding node of transmission on Internet account is connected Quantity.

In this embodiment it is possible to which the maximum quantity on the side that the corresponding node of specified transmission on Internet account is connected is set It is set to booking reader's quantity, the maximum quantity on the side that the corresponding node of specified transmission on Internet account is connected can also be set For the setting multiple of booking reader's quantity, sets multiple and need to set according to realization.It is corresponding to limit specified transmission on Internet account The maximum quantity on side that is connected of node, can prevent in Web content to be processed comprising a large amount of caused by induction forwarding content Forwarding makes the technorati authority of the transmission on Internet account obtained more accurately evaluate the propagation importance of transmission on Internet account.

In one embodiment of the application, which can construct the network model meter of specified type The classification technorati authority of specified transmission on Internet account is calculated, detailed step is as follows:

Obtain the technorati authority for each Web content for belonging to specified type issued in specified transmission on Internet account；To refer to Determining transmission on Internet account and target user is node, using target user to the action event of each Web content between node Side, building is for the network model of the specified type of specified transmission on Internet account, and the attribute value on side includes in network model The technorati authority and Web content identification information of corresponding network content；Calculating is iterated to network model, is restrained in network model Afterwards, using the attribute value on the side for including in network model as the classification technorati authority of specified transmission on Internet account.

The technical solution of the embodiment makes it possible to refer to for the Web content building network model of specified type to calculate Determine the classification technorati authority of transmission on Internet account, and then can more accurately evaluate transmission on Internet account for specified type Propagate importance.

In one embodiment of the application, in the available specified transmission on Internet account of the Web content processing method The technorati authority of at least one Web content of publication；According at least one Web content issued in specified transmission on Internet account Technorati authority, determine the technorati authority of specified transmission on Internet account.It can will be issued at least in specified transmission on Internet account Weighted sum is sought in the technorati authority summation of one Web content, using result as the technorati authority of specified transmission on Internet account.

In this embodiment, the network for specifying the technorati authority of transmission on Internet account to be issued by the transmission on Internet account The influence of the technorati authority of content enables the technorati authority of the specified transmission on Internet account obtained accurately to evaluate transmission on Internet The propagation importance of account.

In one embodiment of the application, which can first use TrustRank algorithm picks 30000000 seed crowds, the active degree of this 30,000,000 seed crowd and reading propagate importance and have all reached preset condition, separately Other screening conditions of seed crowd also can be set outside, for example for wechat user, can be set in seed crowd User is the user etc. for having bound bank card.Initial technorati authority is set by following formula for this 30,000,000 seed crowd again to comment Valuation:

Wherein, P_iFor Web content to be processed first time calculate Web content technorati authority when user i to network to be processed The technorati authority assessed value of content, N are seed crowd quantity, and seed is the set of the 30000000 seed crowds chosen.

Each user in the 30000000 seed crowd, which is obtained, by above-mentioned formula is calculating Web content technorati authority for the first time When technorati authority assessed value be all 1,/30,000,000, exist without the user relevant to Web content to be processed in seed crowd Technorati authority assessed value before this is calculated is zero.

Then, the number M that the Web content is browsed in seed crowd is obtained, by M user to the power of the Web content Prestige degree assessed value sums to obtain the initial technorati authority of Web content, and the initial technorati authority of Web content is M/3000 ten thousand at this time.

Later, if the Web content is transmitted in seed crowd by the user A in seed crowd did not browse the net The user B of network content, the original authority degree of Web content is initial technorati authority M/3000 ten thousand at this time, and user A is to the Web content Technorati authority assessed value reform into M+1/3000 ten thousand.Again by user A to the technorati authority assessed value M+1/3000 ten thousand of the Web content, Remaining M-1 user assesses the technorati authority of the Web content in the technorati authority assessed value 1,/30,000,000 of user B, seed user Value is added with M-1/3000 ten thousand, and obtained result, which is exactly user A, is transmitted to Web content after user B for the Web content Technorati authority 2M+,1/3,000 ten thousand.

Later, it was not browsed in seed crowd, not if the Web content is transmitted to by the user A in seed crowd The Web content, the user C for having tied up card, the original authority degree of Web content makes 2M+,1/3,000 ten thousand at this time.User A is to the net The technorati authority assessed value of network content reforms into 3M+,2/3,000 ten thousand, then by user A to the technorati authority assessed value 3M+ of the Web content 2/30000000, the technorati authority assessed value 0 of user C, remaining M user assesses the technorati authority of the Web content in seed user Value is added with M/3000 ten thousand, and obtained result is exactly the power that the Web content is transmitted to Web content after user C by user A Prestige degree 4M+,2/3,000 ten thousand.

Later, if the Web content is transmitted to the user for not browsing the Web content in seed crowd by user C D, the original authority degree of Web content makes 4M+,2/3,000 ten thousand at this time.User C just becomes the technorati authority assessed value of the Web content The technorati authority assessed value 3M+,2/3,000 ten thousand of the Web content, the technorati authority of user C are commented at 4M+,1/3,000 ten thousand, then by user A In valuation 4M+,1/3,000 ten thousand, seed user remaining M+1 user to the technorati authority assessed value of the Web content and M+1/ 30000000 are added, and obtained result is exactly the technorati authority 8M+ that the Web content is transmitted to Web content after user D by user C 4/30000000 ...

And so on, when the original power of this Web content calculated of the technorati authority and participation of the Web content being calculated When prestige degree difference is less than default changing value, calculates and terminate, using the technorati authority for the Web content being calculated as network to be processed The final technorati authority of content；Or when the technorati authority of obtained Web content reaches setting value, calculates and terminate, will calculate The technorati authority of the Web content arrived the technorati authority final as Web content to be processed.

It is all by what is issued in the transmission on Internet account when needing to obtain the technorati authority of specified transmission on Internet account The technorati authority of Web content is summed, and the technorati authority of the transmission on Internet account is just obtained.

In this embodiment, when calculating the technorati authority of the transmission on Internet account, in order to avoid the transmission on Internet account Other quick-fried money Web content or the Web content comprising induction diffusion content are interfered to the whole of the transmission on Internet account in number Body evaluation, the Web content processing method pass through following formula to the total number of persons for browsing Web content in the transmission on Internet account It is defined:

E_i'=min (fan θ, E_i)

Wherein, E_i' it is the maximum value for allowing to browse the wherein total number of persons of Web content in the transmission on Internet account, E_iFor The total number of persons of wherein Web content is browsed in the current transmission on Internet account, fan is the people for subscribing to the transmission on Internet account Number, θ is custom parameter.

In the technical solution provided by some embodiments of the present application, in order to evaluate the propagation importance of Web content, Each user relevant to Web content to be processed is obtained, and counts each user to the operation thing of Web content to be processed Part.Since action event of each user to Web content to be processed is able to reflect out each user to Web content to be processed Evaluation, and user is related to the propagation importance of Web content to be processed to the evaluation of Web content to be processed, therefore passes through root According to each user to the action event of Web content to be processed and the original authority degree of Web content to be processed, each user is calculated For the technorati authority assessed value of Web content to be processed, obtained technorati authority assessed value has just reflected each user to be processed The evaluation of Web content.Simultaneously as technorati authority is used to indicate the propagation importance of Web content to be processed, the original of Web content The propagation importance of Web content when beginning technorati authority represents this calculating, therefore consider the original authority of Web content to be processed It spends obtained technorati authority assessed value and just receives the influence that Web content propagates importance.Further according to each user for be processed The technorati authority assessed value of Web content, calculates the technorati authority of Web content to be processed, makes the propagation importance of Web content and each A user influences the technorati authority of Web content on the evaluation of Web content to be processed, and the technorati authority of obtained Web content can Evaluate the propagation importance of Web content.

The Installation practice of the application introduced below can be used for executing at the Web content in the above embodiments of the present application Reason method.For undisclosed details in the application Installation practice, the above-mentioned Web content processing method of the application is please referred to Embodiment.

Fig. 7 diagrammatically illustrates the block diagram of the Web content processing unit according to one embodiment of the application.

Referring to shown in Fig. 7, Web content processing unit 700 according to an embodiment of the invention, comprising: obtain module 701, the first statistical module 702, the first computing module 703 and the second computing module 704.

In some embodiments of the present application, aforementioned schemes are based on, obtain module 701 in acquisition and network to be processed Hold relevant each user；First statistical module 702 is for counting each user to the action event of Web content to be processed；The One computing module 703 is used for according to each user to the original of the action event of Web content to be processed and Web content to be processed Technorati authority calculates the technorati authority assessed value that each user is directed to Web content to be processed, and technorati authority is for indicating network to be processed The propagation importance of content；Second computing module 704 is used to be commented according to each user for the technorati authority of Web content to be processed Valuation calculates the technorati authority of Web content to be processed.

In some embodiments of the present application, it is based on aforementioned schemes, Web content processing unit further include: comparison module, It is true according to the technorati authority of Web content to be processed and original authority degree for after the technorati authority for calculating Web content to be processed The technorati authority changing value of fixed Web content to be processed；If the not up to default variation of the technorati authority changing value of Web content to be processed It is worth, then the technorati authority that the technorati authority for the Web content to be processed being calculated is final as Web content to be processed.

In some embodiments of the present application, aforementioned schemes are based on, if comparison module is configured that Web content to be processed Technorati authority changing value reaches default changing value, by the technorati authority for the Web content to be processed being calculated compared with setting value；If The technorati authority for the Web content to be processed being calculated reaches setting value, then by the authority for the Web content to be processed being calculated Spend the technorati authority final as Web content to be processed.

In some embodiments of the present application, it is based on aforementioned schemes, Web content processing unit further include: sorting module, For obtaining the type of Web content to be processed；Obtain the power of other Web contents identical with the type of Web content to be processed Prestige degree；According to the technorati authority for the Web content to be processed being calculated and the technorati authority of other Web contents in network to be processed Hold and other Web contents are ranked up.

In some embodiments of the present application, it is based on aforementioned schemes, Web content processing unit further include: the first processing mould Block, for obtaining the technorati authority for each Web content issued in specified transmission on Internet account, and with each Web content Relevant target user；Using specified transmission on Internet account and target user as node, with target user to each Web content Side of the action event between node, network model of the building for specified transmission on Internet account, each side in network model Attribute value include corresponding network content technorati authority and Web content identification information；Calculating, In are iterated to network model After network model convergence, using the attribute value on the side for including in network model as the technorati authority of specified transmission on Internet account.

In some embodiments of the present application, aforementioned schemes are based on, first processing module is configured that be passed in specified internet It broadcasts in the corresponding network model of account, according to booking reader's quantity of specified transmission on Internet account, determines that specified internet passes Broadcast the maximum quantity on the side that the corresponding node of account is connected.

In some embodiments of the present application, aforementioned schemes are based on, obtain module configuration 701 are as follows: obtain specified internet Propagate the technorati authority for each Web content for belonging to specified type issued in account；First processing module is additionally configured to: by net The attribute value on the side for including in network model is directed to the technorati authority of specified type as specified transmission on Internet account.

In some embodiments of the present application, it is based on aforementioned schemes, Web content processing unit further include: second processing mould Block, for obtaining the technorati authority at least one Web content issued in specified transmission on Internet account；According to specified internet The technorati authority at least one Web content issued in account is propagated, determines the technorati authority of specified transmission on Internet account.

In some embodiments of the present application, aforementioned schemes are based on, original authority degree includes the first of Web content to be processed Beginning technorati authority；Web content processing unit further include: determining module, the second statistical module and third computing module；Determining module For determine Web content to be processed from transmission on Internet account；Second statistical module is in statistics and network to be processed Hold action event of the user to Web content to be processed that be related and having subscribed transmission on Internet account；Third computing module is used for According to user that is related to Web content to be processed and having subscribed transmission on Internet account to the operation thing of Web content to be processed Part determines the initial technorati authority of Web content to be processed.

In some embodiments of the present application, be based on aforementioned schemes, the first statistical module 702 be configured that according to wait locate The behavioral data for managing the relevant each user of Web content, determines the credit value of each user；Count credit value in each user Reach action event of the user to Web content to be processed of credit value threshold value.

In some embodiments of the present application, aforementioned schemes are based on, the first statistical module 702 is additionally configured to: obtained each Hop count of the user to Web content to be processed；First computing module 703 is additionally configured to: calculating the original of Web content to be processed Beginning technorati authority and each user obtain each user for network to be processed to the product of the hop count of Web content to be processed The technorati authority assessed value of content.

In some embodiments of the present application, aforementioned schemes are based on, the second computing module 704 is additionally configured to: by each use Family is summed for the technorati authority assessed value of Web content to be processed, obtains the technorati authority of Web content to be processed.

Person of ordinary skill in the field it is understood that the various aspects of the application can be implemented as system, method or Program product.Therefore, the various aspects of the application can be with specific implementation is as follows, it may be assumed that complete hardware embodiment, complete The embodiment combined in terms of full Software Implementation (including firmware, microcode etc.) or hardware and software, can unite here Referred to as circuit, " module " or " system ".

The electronic equipment 80 of this embodiment according to the application is described referring to Fig. 8.The electronics that Fig. 8 is shown is set Standby 80 be only an example, should not function to the embodiment of the present application and use scope bring any restrictions.

As shown in figure 8, electronic equipment 80 is showed in the form of universal computing device.The component of electronic equipment 80 may include But be not limited to: at least one above-mentioned processing unit 81, at least one above-mentioned storage unit 82, the different system components of connection (including Storage unit 82 and processing unit 81) bus 83, at least one above-mentioned display unit 84,.

Wherein, storage unit is stored with program code, and program code can be executed with unit 81 processed, so that processing unit The step of illustrative embodiments various according to the application described in 81 execution above-mentioned " embodiment method " parts of this specification.

Storage unit 82 may include the readable medium of volatile memory cell form, such as Random Access Storage Unit (RAM) 821 and/or cache memory unit 822, it can further include read-only memory unit (ROM) 823.

Storage unit 82 can also include program/utility 824 with one group of (at least one) program module 825, Such program module 825 includes but is not limited to: operating system, one or more application program, other program modules and It may include the realization of network environment in program data, each of these examples or certain combination.

Bus 83 can be one of a few class bus structures of expression or a variety of, including storage unit bus or storage list Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures Local bus.

Display unit 84 can be one or more display screens on electronic equipment, display unit 84 or and the electricity The other display equipment of sub- equipment connection.

Electronic equipment 80 can also be logical with one or more external equipments (such as keyboard, sensing equipment, bluetooth equipment etc.) Letter, can also be enabled a user to one or more equipment interact with the electronic equipment 80 communicate, and/or with make the electronics Any equipment (such as router, modem etc.) that equipment 80 can be communicated with one or more of the other calculating equipment Communication.This communication can be carried out by input/output (I/O) interface 85.Also, electronic equipment 80 can also be suitable by network Orchestration 86 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network, such as internet) Communication.As shown, network adapter 86 is communicated by bus 83 with other modules of electronic equipment 80.Although should be understood that It is not shown in the figure, other hardware and/or software module can be used in conjunction with electronic equipment 80, including but not limited to: microcode is set Standby driver, redundant processing unit, external disk drive array, RAID system, tape drive and data backup storage system System etc..

Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the disclosure The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating Equipment (can be personal computer, server, terminal installation or network equipment etc.) is executed according to disclosure embodiment Method.

According to an embodiment of the present disclosure, a kind of computer readable storage medium is additionally provided, being stored thereon with can be real The program product of existing this specification above method.In some possible embodiments, the various aspects of the application can also be real It is now a kind of form of program product comprising program code, when program product is run on the terminal device, program code is used In executing terminal device described in above-mentioned " illustrative methods " part of this specification according to the various exemplary implementations of the application The step of mode.

Refering to what is shown in Fig. 9, the program product 90 for realizing the above method according to presently filed embodiment is described, It can using portable compact disc read only memory (CD-ROM) and including program code, and can in terminal device, such as It is run on PC.However, the program product of the application is without being limited thereto, in this document, readable storage medium storing program for executing, which can be, appoints What include or the tangible medium of storage program that the program can be commanded execution system, device or device use or and its It is used in combination.

Program product can be using any combination of one or more readable mediums.Readable medium can be readable signal Jie Matter or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or partly lead System, device or the device of body, or any above combination.More specific example (the non exhaustive column of readable storage medium storing program for executing Table) it include: the electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only storage Device (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory (CD- ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.

Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal, In carry readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetic signal, Optical signal or above-mentioned any appropriate combination.Readable signal medium can also be any readable Jie other than readable storage medium storing program for executing Matter, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or and its The program of combined use.

The program code for including on readable medium can transmit with any suitable medium, including but not limited to wirelessly, have Line, optical cable, RF etc. or above-mentioned any appropriate combination.

Can with any combination of one or more programming languages come write for execute the application operation program Code, programming language include object oriented program language-Java, C++ etc., further include conventional process Formula programming language-such as " C " language or similar programming language.Program code can be calculated fully in user It executes in equipment, partly execute on a user device, executing, as an independent software package partially in user calculating equipment Upper part executes on a remote computing or executes in remote computing device or server completely.It is being related to remotely counting In the situation for calculating equipment, remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network (WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP To be connected by internet).

In addition, above-mentioned attached drawing is only the schematic theory of the processing according to included by the method for the application exemplary embodiment It is bright, rather than limit purpose.It can be readily appreciated that the time that above-mentioned processing shown in the drawings did not indicated or limited these processing is suitable Sequence.In addition, be also easy to understand, these processing, which can be, for example either synchronously or asynchronously to be executed in multiple modules.

It should be understood that the application is not limited to the precise structure that has been described above and shown in the drawings, and And various modifications and change can executed without departing from the scope.Scope of the present application is only limited by the accompanying claims.

Claims

1. a kind of Web content processing method characterized by comprising

Obtain each user relevant to Web content to be processed；

Each user is counted to the action event of the Web content to be processed；

According to each user to the original of the action event of the Web content to be processed and the Web content to be processed Technorati authority, calculates the technorati authority assessed value that each user is directed to the Web content to be processed, and the technorati authority is used for table Show the propagation importance of the Web content to be processed；

It is directed to the technorati authority assessed value of the Web content to be processed according to each user, calculates in the network to be processed The technorati authority of appearance.

2. Web content processing method according to claim 1, which is characterized in that calculate the network to be processed described After the technorati authority of content, the method also includes:

The power of the Web content to be processed is determined according to the technorati authority of the Web content to be processed and the original authority degree Prestige degree changing value；

If the not up to default changing value of the technorati authority changing value of the Web content to be processed, will be calculated described in wait locate Manage the technorati authority of the Web content technorati authority final as the Web content to be processed.

3. Web content processing method according to claim 2, which is characterized in that if the power of the Web content to be processed Prestige degree changing value reaches the default changing value, the method also includes:

By the technorati authority for the Web content to be processed being calculated compared with setting value；

If the technorati authority for the Web content to be processed being calculated reaches the setting value, will be calculated described in Handle the technorati authority of the Web content technorati authority final as the Web content to be processed.

4. Web content processing method according to claim 1, which is characterized in that calculating the Web content to be processed Technorati authority after, the method also includes:

Obtain the type of the Web content to be processed；

Obtain the technorati authority of other Web contents identical with the type of the Web content to be processed；

According to the technorati authority for the Web content to be processed being calculated and the technorati authority of other Web contents to described Web content to be processed and other described Web contents are ranked up.

5. Web content processing method according to claim 1, which is characterized in that the method also includes:

Obtain the technorati authority for each Web content issued in specified transmission on Internet account, and with each Web content Relevant target user；

Using the specified transmission on Internet account and the target user as node, with the target user to each network Side of the action event of content between the node, building are directed to the network model of the specified transmission on Internet account, institute The attribute value for stating each side in network model includes the technorati authority and Web content identification information of corresponding network content；

Calculating is iterated to the network model, after network model convergence, the side that will include in the network model Technorati authority of the attribute value as the specified transmission on Internet account.

6. Web content processing method according to claim 5, which is characterized in that the method also includes:

In the corresponding network model of the specified transmission on Internet account, according to the subscription of the specified transmission on Internet account Number of users determines the maximum quantity on the side that the corresponding node of the specified transmission on Internet account is connected.

7. Web content processing method according to claim 5, which is characterized in that described to obtain specified transmission on Internet account The technorati authority for each Web content issued in number, comprising: that issues in the acquisition specified transmission on Internet account belongs to finger Determine the technorati authority of each Web content of type；

It is described using the attribute value on the side for including in the network model as the technorati authority of the specified transmission on Internet account, packet It includes: using the attribute value on the side for including in the network model as the specified transmission on Internet account for the specified type Technorati authority.

8. Web content processing method according to claim 1, which is characterized in that the method also includes:

Obtain the technorati authority at least one Web content issued in specified transmission on Internet account；

According to the technorati authority at least one Web content issued in the specified transmission on Internet account, determine described specified mutual The technorati authority of account is propagated in networking.

9. Web content processing method according to claim 1, which is characterized in that the original authority degree include it is described to Handle the initial technorati authority of Web content；The method also includes:

Determine the Web content to be processed from transmission on Internet account, count it is related to the Web content to be processed and Have subscribed action event of the user to the Web content to be processed of the transmission on Internet account；

According to user that is related to the Web content to be processed and having subscribed the transmission on Internet account to described to be processed The action event of Web content determines the initial technorati authority of the Web content to be processed.

10. Web content processing method according to claim 1, which is characterized in that statistics each user couple The action event of the Web content to be processed, comprising:

According to the behavioral data of each user relevant to the Web content to be processed, the prestige of each user is determined Value；

Count operation thing of the user to the Web content to be processed that credit value in each user reaches credit value threshold value Part.

11. according to right want 1 described in Web content processing method, which is characterized in that each user is to institute for the statistics State the action event of Web content to be processed, comprising: obtain forwarding time of each user to the Web content to be processed Number；

It is described according to each user to the action event of the Web content to be processed and the Web content to be processed Original authority degree calculates the technorati authority assessed value that each user is directed to the Web content to be processed, comprising:

The original authority degree and each user for calculating the Web content to be processed turn the Web content to be processed The product for sending out number obtains the technorati authority assessed value that each user is directed to the Web content to be processed.

12. Web content processing method according to any one of claim 1 to 11, which is characterized in that described according to institute The technorati authority assessed value that each user is directed to the Web content to be processed is stated, the authority of the Web content to be processed is calculated Degree, comprising:

Each user is summed for the technorati authority assessed value of the Web content to be processed, obtains the network to be processed The technorati authority of content.

13. a kind of Web content processing unit characterized by comprising

Module is obtained, for obtaining each user relevant to Web content to be processed；

First statistical module, for counting each user to the action event of the Web content to be processed；

First computing module, for according to each user to the action event of the Web content to be processed and described wait locate The original authority degree of Web content is managed, the technorati authority assessed value that each user is directed to the Web content to be processed is calculated, The technorati authority is used to indicate the propagation importance of the Web content to be processed；

Second computing module, for being directed to the technorati authority assessed value of the Web content to be processed, meter according to each user Calculate the technorati authority of the Web content to be processed.

14. a kind of computer-readable program medium, which is characterized in that it is stored with computer program instructions, when the computer When program instruction is computer-executed, execute computer at Web content according to any one of claim 1 to 12 Reason method.

15. a kind of electronic equipment characterized by comprising

Processor；

Memory is stored with computer-readable instruction on the memory, and the computer-readable instruction is held by the processor When row, the Web content processing method as described in any one of claims 1 to 12 is realized.