CN109144953A - Sort method, device, equipment, storage medium and the search system of search file - Google Patents
Sort method, device, equipment, storage medium and the search system of search file Download PDFInfo
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Abstract
The embodiment of the present application provides sort method, device, equipment, storage medium and the search system of a kind of search file, the application has counted issue object in the technorati authority in each field in advance, and the matched search field of searching request is determined, and then determine its issue object in the technorati authority of search field for the matching files recalled, the technorati authority can characterize the quality of matching files, therefore each matching files are ranked up based on the technorati authority, can achieve the purpose that be ranked up according to quality height.
Description
Technical field
This application involves data searching technology fields, and in particular to the sort method of search file, device, equipment, storage
Medium and search system.
Background technique
What searching order referred to, when user, which inputs keyword, to be scanned for, system can be according to input keyword in data
The associated documents recalled are matched in library, and scan for sorting to file is recalled according to matching degree, and then show user.It can be with
Understand, forward file its quality of sorting is higher, the search need of easier hit user.
For Webpage search scene, the prior art is usually ranked up it according to the PageRank ranking of webpage,
PageRank ranking is the web page quality calculated by search engine according to hyperlink mutual between webpage, and according to the webpage matter
Measure the page rank carried out.And in other scenes of non-Webpage search, as wechat public platform search article, microblogging search article,
It is searched under the scenes such as video, picture in multimedia application, since the file of search lacks the information of the hyperlink in similar webpage,
Therefore it can not scan for sorting according to existing webpage PageRank name arranging technology.
In view of this, the prior art needs under a kind of non-Webpage search scene, search file is carried out according to quality height
The scheme of sequence.
Summary of the invention
In view of this, the embodiment of the present application provides a kind of sort method, device, equipment, storage medium and search system, energy
It is enough to realize to the purpose that under non-Webpage search scene, search file is ranked up according to quality height.
To achieve the above object, the embodiment of the present application provides the following technical solutions:
On the one hand, this application provides a kind of sort methods of search file, comprising:
Obtain the matching files and the corresponding issue object of each matching files recalled based on searching request；
Determining to request matched search field with described search, described search field is anticipated by described search request originator
The file fields of graph search；
Technorati authority with reference to preset issue object in each field determines the corresponding issue object of each matching files
Technorati authority in described search field；
Technorati authority according to the corresponding issue object of each matching files in described search field, to each matching
File is ranked up, and obtains the ranking results of each matching files.
On the other hand, this application provides a kind of collators of search file, comprising:
File obtaining unit, for obtaining the matching files and each matching files recalled based on searching request
Corresponding issue object；
Search field determination unit requests matched search field with described search for determining, and described search field is
Described search request originator is intended to the file fields of search；
Search field technorati authority determination unit determines every for the technorati authority with reference to preset issue object in each field
Technorati authority of the corresponding issue object of one matching files in described search field；
Sort adjustment unit, for the power according to the corresponding issue object of each matching files in described search field
Prestige degree is ranked up each matching files, obtains the ranking results of each matching files.
On the other hand, present invention also provides a kind of search systems, comprising: client and server-side；
Described search request is forwarded to the server-side for receiving Client-initiated searching request by the client；
The server-side, for obtaining the matching files and each matching files pair recalled based on searching request
The issue object answered；Determining to request matched search field with described search, described search field is that described search request is initiated
Side is intended to the file fields of search；Technorati authority with reference to preset issue object in each field determines each described
Technorati authority with the corresponding issue object of file in described search field；According to the corresponding issue object of each matching files
Technorati authority in described search field is ranked up each matching files, obtains the ranking results of each matching files,
And it is back to the client；
The client is also used to be shown each matching files according to the ranking results.
On the other hand, present invention also provides a kind of sequencing equipments of search file, comprising: at least one processor and extremely
A few processor；The memory is stored with program, and the processor calls the program of the memory storage, realizes as above
Each step of the sort method of the search file.
On the other hand, present invention also provides a kind of storage mediums, are stored thereon with computer program, the computer journey
When sequence is executed by processor, each step of the sort method of search file as described above is realized.
Based on the above-mentioned technical proposal, the sort method of search file provided by the embodiments of the present application is obtained and is asked based on search
Ask recalled matching files and the corresponding issue object of each matching files；It is determining matched with described search request
Search field, the search field are intended to the file fields of search by searching request initiator；With reference to preset publication pair
As the technorati authority in each field, determine the corresponding issue object of each matching files in the technorati authority in described search field；According to
The corresponding issue object of each matching files is ranked up each matching files in the technorati authority in described search field, obtains each
The ranking results of matching files.It can be seen that the application has counted issue object in the technorati authority in each field in advance, and determine
The matched search field of searching request, and then determine its issue object in the authority of search field for the matching files recalled
Degree, which can characterize the quality of matching files, therefore is ranked up based on the technorati authority to each matching files, Neng Gouda
To the purpose being ranked up according to quality height.
Detailed description of the invention
In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The embodiment of application for those of ordinary skill in the art without creative efforts, can also basis
The attached drawing of offer obtains other attached drawings.
Fig. 1 illustrates a kind of composed structure schematic diagram for scene that the application search file sort method is applicable in；
Fig. 2 is a kind of search file sort method signaling interaction diagram disclosed in the embodiment of the present application；
Fig. 3 is a kind of application exemplary diagram of search file sort method disclosed in the embodiment of the present application；
Fig. 4 is a kind of the application search file sort method flow chart disclosed in the server-side angle；
Fig. 5 illustrates a kind of field distribution histogram；
Fig. 6 is the application another kind search file sort method flow chart disclosed in the server-side angle；
Fig. 7 illustrates a kind of technorati authority and determines the wechat search of method using exemplary diagram；
Fig. 8 is a kind of the application search file collator structural schematic diagram disclosed in the server-side angle；
Fig. 9 illustrates the hardware block diagram of sequencing equipment.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of embodiments of the present application, instead of all the embodiments.It is based on
Embodiment in the application, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall in the protection scope of this application.
A kind of composed structure schematic diagram for scene that the sort method that Fig. 1 shows the application search file is applicable in.
It include: terminal 100 and server-side 200 in the scene of Fig. 1.
Wherein, terminal 100 can be mobile electronic device such as mobile phone, IPAD etc., be also possible to non-mobile electronic equipment such as
Computer etc..
Operation has client in terminal 100, which is to be provided with the client of file search function, as wechat is answered
With the application of, microblogging, know application, multimedia application, picture application etc., client can input searching request for user, and
Matching files after obtaining the corresponding sequence of the searching request, and then show.Wherein, matching files refer to, are based on searching request
Search for obtain with the matched file of the searching request.User the matching files of displaying such as can click, browsing matching
File.
Such as, user searches for article in the case where wechat searches scene to optional scene, or text is searched in the case where microblogging searches civil division scape
Chapter, or in the case where video scene is searched in multimedia application, the video information that search registration user uploads, or in picture application searches figure
Under piece scene, the pictorial information of search registration user's upload.
Optionally, terminal 100 can support client to realize local file search and/or file ordering.
As client can respond user search request in the matched file of local search.
For another example, client can be based on the matching text that the matching files that local search obtains or server-side return
Part is ranked up matching files, determines searching request matched search field when sequence first, and then true for matching files
Its fixed issue object is ranked up matching files based on the technorati authority in the technorati authority of search field.
It is further alternative, file search and/or file ordering can also be realized by server-side 200.
If the searching request of user can be transmitted to server-side by client, matching files are searched for by server-side.
Further, server can the matching files that upload of matching files based on local search or client, to
It is ranked up with file.The rule of sequence as hereinbefore, i.e., determines the matched search field of searching request, and then be directed to first
Matching files determine that its issue object in the technorati authority of search field, is ranked up matching files based on the technorati authority.
It is general, for the matching files after sequence, can be shown by terminal 100 to user.Certainly, each matching
The ranking results of file can also be stored by terminal 100 or server-side 200, and to the transmitting of other modules or for external call.
Server-side 200 can be server corresponding with the client run in terminal 100, can be search service
Device, query service device or other service equipments being specially arranged.By taking client is wechat application as an example, then server-side 200 can be with
It is wechat server.
Next, introducing the sort method of the embodiment of the present application search file in conjunction with the exemplary signaling interaction diagram of attached drawing 2
A kind of implementation, in the implementation of the present embodiment, with file search and file ordering process in 200 reality of server-side
Existing, document presentation is illustrated for the displaying of terminal 100, as shown in Fig. 2, method includes:
Step S10, terminal receives Client-initiated searching request.
Specifically, the client end interface of terminal can provide search interface, and user can be inputted by search interface and be searched for
Request.Searching request generally comprises search term.
Show for example, user wants in the case where wechat searches scene, the relevant science and technology assessment article of search " mechanical keyboard ".Then
Can be in the search input frame that wechat searches interface offer, input " mechanical keyboard " is used as searching request.
Step S11, searching request is forwarded to server-side by terminal.
Step S12, server-side obtains the matching files recalled based on searching request and the corresponding hair of each matching files
Cloth object.
Specifically, server-side, can be based on the search term that searching request is included, in data after receiving searching request
Search matching files in library, and then recall matching files, the matching files be with the matched file of searching request, more specific one
Point is said, can be the matched file of the search term for including with searching request.On this basis, server-side further gets this
With the corresponding issue object of file.Further, server-side can also obtain field belonging to matching files.
Wherein, the corresponding issue object of matching files as issues the object of the matching files.Issue object can be account
Number form, such as wechat public platform, microblog account.
The application has counted the file of each issue object publication in advance, summarizes to obtain the classification of file fields, such as
To the field of N seed type.Each file of publication is all labelled with affiliated field.Such as, issue object is when issuing text document,
The field ownership of selected institute's file publishing is needed, or voluntarily marks the field of institute's file publishing.In addition to this, the application may be used also
To determine the field belonging to it by way of text analyzing according to the content of matching files.
Step S13, server-side determination and the matched search field of searching request.
Wherein, search field is intended to the file fields of search by searching request initiator.The present embodiment can lead to
Various ways are crossed to determine and the matched search field of searching request.As the content for being included according to searching request is searched for determine
Field, or search field, etc. is determined according to the matching files recalled.
Step S14, technorati authority of the server-side with reference to preset issue object in each field determines that each matching files are corresponding
Issue object search field technorati authority.
Each issue object has been obtained ahead of time in the present embodiment in the technorati authority of every field.Wherein, issue object i is
The technorati authority in j field is it is to be understood that the file in j-th of field of issue object i publication is universal by object in j-th of field
The degree of approval.The technorati authority can characterize the quality that issue object i issues the file in j-th of field, and technorati authority is higher, generation
Table quality is higher.
Show that the issue object of entitled " cloves mother ", dispatch is related to three necks for example, account is 3000286699
Domain, respectively " child-bearing ", " health ", " pet ".It is high to the degree of recognition of its file publishing in " child-bearing " neck intra domain user,
Technorati authority score can achieve 1, higher to the degree of recognition of its file publishing in " health " neck intra domain user, technorati authority score
It can achieve 0.712043, general to the degree of recognition of its file publishing in " pet " neck intra domain user, technorati authority score can
To reach 0.357508.In other fields, user is zero to the degree of recognition of its file publishing, therefore technorati authority is scored at 0.
Technorati authority of each issue object in each field can be to be stored with tabular form, or is stored in other forms.Referring to
The following table 1 illustrates a kind of storage mode:
Table 1
Technorati authority based on each issue object being obtained ahead of time in each field determines the corresponding publication of each matching files
Technorati authority of the object in search field.
Still by taking 1 example of table as an example, it is assumed that search field is field 2, and it is account 1 that matching files, which correspond to issue object, then account
Number 1 technorati authority in field 2 is S12.
Step S15, server-side according to the corresponding issue object of each matching files search field technorati authority, to each
It is ranked up with file, obtains the ranking results of each matching files.
Specifically, abovementioned steps S12 server-side obtains the matching files recalled based on searching request, can be according to
Matching degree has done preliminary sequence, on this basis, corresponds to issue object according to each matching files in this step and is searching for
The technorati authority in field is ranked up each matching files.In another case, step S12 obtain matching files not according to
Matching degree is tentatively sorted, then the sequencer procedure of this step is it is to be understood that correspond to issue object according to each matching files
In the technorati authority of search field, each matching files are ranked up.
It is understood that correspond to issue object higher in the technorati authority of search field for matching files, matching text is characterized
Part quality is higher, more easily becomes the file that user is intended to search, therefore the sorting position of the matching files should be more forward.
Step S16, the ranking results of each matching files are back to terminal by server-side.
Step S17, terminal is shown each matching files according to ranking results.
Each issue object has been stored in advance each in server-side in the sort method of search file provided by the embodiments of the present application
The technorati authority in field, and the matched search field of searching request has been determined, and then determine its publication for the matching files recalled
For object in the technorati authority of search field, which can characterize the quality of matching files, therefore be based on the technorati authority to each
It is ranked up with file, can achieve the purpose that be ranked up according to quality height, the ranking results of matching files are returned to
Terminal, terminal show matching files in this order, and user can be obtained by the file of forward display oneself is intended to search
File improves click conversion ratio, improves user's search experience.
As shown in connection with fig. 3, the application example of the sort method of search file provided by the embodiments of the present application can be such that
When carrying out document searching, user can be in the search box of the search interface of terminal (such as laptop, mobile phone)
Middle input search term, user click the search button of search box, and the search term that terminal can be inputted according to user generates searching request,
And searching request is submitted into server.
Server can store each object in the technorati authority in each field in advance.According to the searching request that terminal is sent, in number
Document is matched according to searching in library, and the corresponding issue object of matching document.Server determination and the matched search of searching request
Field determines the corresponding issue object of each matching document in the technorati authority of search field.Further, according to each matching document
Corresponding issue object is ranked up each matching document in the technorati authority of search field, obtains the sequence knot of each matching document
Fruit.
Ranking results are returned to terminal by server, are shown by terminal in search and are shown each matching document, such as Fig. 3 on interface
First three matching document of exemplary ranking is respectively as follows: document 1, document 2 and document 3.
Certainly, in addition to the application for carrying out document searching, the embodiment of the present application can also be applied in the case where alternative document searches for scene,
The specific visual actual conditions adjustment of application mode.
Next, the embodiment of the present application is introduced the sort method of the search file of the application from server-side side.
As shown in figure 4, this method may include:
Step S100, the matching files recalled based on searching request and the corresponding hair of each matching files are obtained
Cloth object.
Specifically, server-side can be based on searching request, search matching files in the database, and then recall matching text
Part.On this basis, server-side further gets the corresponding issue object of the matching files.Further, server-side may be used also
To obtain field belonging to matching files.
Wherein, the corresponding issue object of matching files as issues the object of the matching files.Issue object can be account
Number form, such as wechat public platform, microblog account.
The application has counted the file of each issue object publication in advance, summarizes to obtain the classification of file fields, such as
To the field of N seed type.Each file of publication is all labelled with affiliated field.Such as, issue object is when issuing text document,
The field ownership of selected institute's file publishing is needed, or voluntarily marks the field of institute's file publishing.In addition to this, the application may be used also
To determine the field belonging to it by way of text analyzing according to the content of matching files.
Step S110, determination and described search request matched search field.
Wherein, described search field is intended to the file fields of search by described search request originator.
The present embodiment can determine and the matched search field of searching request in several ways.Such as according to searching request
The content for being included determines search field to determine search field, or according to the matching files recalled, etc..
Step S120, the technorati authority with reference to preset issue object in each field determines that each matching files are corresponding
Issue object described search field technorati authority.
Each issue object has been obtained ahead of time in the present embodiment in the technorati authority of every field.Wherein, issue object i is
The technorati authority in j field is it is to be understood that the file in j-th of field of issue object i publication is universal by object in j-th of field
The degree of approval.The technorati authority can characterize the quality that issue object i issues the file in j-th of field, and technorati authority is higher, generation
Table quality is higher.
Technorati authority based on each issue object being obtained ahead of time in each field determines the corresponding publication of each matching files
Technorati authority of the object in search field.
Step S130, the technorati authority according to the corresponding issue object of each matching files in described search field is right
Each matching files are ranked up, and obtain the ranking results of each matching files.
It is understood that correspond to issue object higher in the technorati authority of search field for matching files, matching text is characterized
Part quality is higher, more easily becomes the file that user is intended to search, therefore the sorting position of the matching files should be more forward.
Specific implementation process, can according to the corresponding issue object of matching files search field technorati authority, determine
Weight order with file, the more high corresponding weight order of technorati authority are bigger.
Further, with reference to the weight order of each matching files, and it is more forward based on the more big corresponding sorting position of weight order
Rule, adjustment is ranked up to each matching files.
Each issue object has been stored in advance each in server-side in the sort method of search file provided by the embodiments of the present application
The technorati authority in field, and the matched search field of searching request has been determined, and then determine its publication for the matching files recalled
For object in the technorati authority of search field, which can characterize the quality of matching files, therefore be based on the technorati authority to each
It is ranked up with file, can achieve the purpose that be ranked up according to quality height.
Further, by this present embodiment according to issue object search field technorati authority, to recall matching text
Part is ranked up adjustment, avoids when search field is current hotspot field, the issue object in certain non-search fields rubs heat
Although the file of point publication search field, file belong to search field but are limited to the self-ability of issue object, publication
Document quality is low, is possible to be sorted according to the prior art forward, thus the problem of influencing user's search experience.
It is determining to request matched search with described search to above-mentioned steps S110 in another embodiment of the application
The process in field is introduced.
This embodiment describes two kinds of implementations, as follows respectively:
The first, determines search field based on the matching files recalled.It is as follows in detail:
1) distribution situation of each matching files fields is counted.
Specifically, there is corresponding affiliated field in each matching files, can be counted based on each matching files recalled
The distribution situation of fields.
Referring to Fig. 5, a kind of field distribution histogram is illustrated.
It in the exemplary situation of Fig. 5, is counted by the field ownership to each matching files, finds each matching files ownership
Field altogether there are three, be respectively as follows: education, health, science and technology.The distribution situation of every field according to distributive law as shown in figure 5, have
It is small to be respectively as follows: health-education-science and technology to big sequence.
It should be noted that the distribution situation in field can also be embodied by other forms, Fig. 5, which is merely illustrated, passes through column
A kind of situation that shape figure is shown.
2) according to the distribution situation, determine that matched search neck is requested as described search in the highest field of distributive law
Domain.
It is still illustrated in case where Fig. 5 example, the highest field of distributive law is science and technology, thus may determine that search
Request matched search field for science and technology.
The mode of the exemplary determining search field of the present embodiment, from the angle for the matching files recalled based on searching request
Start with, the distribution situation in field is belonged to by analysis matching files, chooses the highest field of distributive law as search field.
Next, introducing another mode for determining search field.
Second, search field is determined based on searching request.It is as follows in detail:
1) matched search intention is determined based on searching request.
Specifically, search intention shows the complete information that user is intended to search by the searching request.This is completely believed
Breath not only contains the object for being intended to search, further includes other attributes of the object, such as item property, scientific and technological attribute.
Show for example, user search request includes search term " mechanical keyboard ".The true search intention of user is " to want to consult
Science and technology assessment article in relation to mechanical keyboard ".And simple search term " mechanical keyboard " can also correspond to other search intentions, such as
" price of mechanical keyboard " etc..
In this step, matched search intention is determined based on searching request, which is searching request hair
Play the search intention really to be expressed of side.
During specific implementation, the personal representation data of searching request initiator can be combined with, accurately to determine it
Search intention.
2) it determines that described search is intended to corresponding field, requests matched search field as described search.
Specifically, different search intentions may correspond to different fields, and the corresponding neck of search intention is determined in this step
Domain, as the matched search field of searching request.
Specific implementation process can construct the corresponding relationship in different keywords and field in advance, and then according to search intention
The keyword for including, to determine corresponding field as the corresponding field of search intention.Show for example, keyword " science and technology assessment " is right
The field answered is " science and technology ", and keyword " body ", " drug " corresponding field are " health ", etc..
The mode of the exemplary determining search field of the present embodiment, starts with from the angle of searching request, is asked by analyzing search
It asks, matched search intention is determined, and then corresponding field is determined according to search intention, as search field.
In another embodiment of the application, the sort method of the search file of the application is further illustrated.In conjunction with
Shown in Fig. 6, sort method may include:
Step S200, the matching files recalled based on searching request and the corresponding hair of each matching files are obtained
Cloth object.
Step S210, determination and described search request matched search field.
Specifically, the step S100-S110 in the present embodiment in step S200-S210 and previous embodiment is corresponded,
Referring particularly to foregoing description, details are not described herein again.
Step S220, the field according to belonging to each matching files, the field similarity with described search field determine
The preliminary sequence of each matching files.
Specifically, there is affiliated field in each matching files, in this step can according to matching files fields,
With the sequence of the field similarity of search field from high to low, tentatively sorted to each matching files.
It is understood that matching files fields and the field similarity of search field are higher, Corresponding matching file
It is preliminary sequence it is more forward.
Optionally, the similarity between different field can mark in advance, such as pass through text similarity measurement algorithm calculating or people
Work calibration.Based on this, the similarity between each matching files fields and search field can be determined, and then according to similarity
It is tentatively sorted to each matching files.
Optionally, stringent sequence limitation is had no between step S220 and step S230, the two can be arbitrarily successively or same
Step executes.
Step S230, the technorati authority with reference to preset issue object in each field determines that each matching files are corresponding
Issue object described search field technorati authority.
Step S240, the technorati authority according to the corresponding issue object of each matching files in described search field is right
Each matching files are ranked up adjustment, obtain the ranking results of each matching files.
Specifically, the preliminary sequence of each matching files is had determined in abovementioned steps S220, in this step, further
Issue object is corresponded in the technorati authority of search field according to matching files, and tune is ranked up to the preliminary ranking results of matching files
Whole, wherein its big sorting position of technorati authority can adjust forward, and the small sorting position of technorati authority can move back, and obtain after adjustment
The ranking results of matching files.
The sort method of search file provided in this embodiment, similar to search field according to matching files fields
Degree carry out tentatively sort on the basis of, further combined with the corresponding issue object of matching files search field technorati authority, it is right
Each matching files are ranked up adjustment, so that ranking results are more reasonable.
In another embodiment of the application, issue object is introduced in the determination process of the technorati authority in each field.
The statistics of technorati authority can be carried out according to the setting period, such as every a statistical time section, according to the statistical time
Search log in section determines the issue object in the technorati authority in each field.Wherein, statistical time section can be one day, one month
Or other durations.
The embodiment of the present application can determine initial technorati authority according to the click feature of user, can specifically include:
1) it determines in statistical time section, is clicked the corresponding N number of target issue object of file.
Specifically, it according to search log, can determine in statistical time section, the file clicked by user, and then really
Fixed these are clicked the corresponding target issue object of file, define determining target issue object have it is N number of.
2) file issued according to i-th of target issue object, is recalled and is clicked by the searching request in j-th of field
Number, determine i-th of target issue object in the initial technorati authority in j-th of field.
Here, i value [1, N] is defined, j value [1, M], M is field total number.
For i-th of target issue object, j-th of field initial technorati authority when determining, can be in conjunction with i-th
The file of target issue object publication, the number recalled and be clicked by the searching request in j-th of field.
Corresponding initial technorati authority calculation can be such that
Scoreij=∑ log (Xij) formula 1
Wherein, ScoreijIndicate i-th of target issue object in the initial technorati authority score in j-th of field.XijIndicate the
The file of i target issue object publication, the number recalled and be clicked by the searching request in j-th of field, wherein j-th
The searching request in field can be understood as the corresponding searching request of search intention for belonging to j-th of field.
Further, it is contemplated that it is aforementioned 1) in be clicked file and may be not based on strong search intention and correspond to searching request institute
Recall, this kind of touching quantity can bring a negative impact technorati authority definitive result, therefore it is aforementioned 1) can be according to such as lower section
Formula is realized:
It determines in statistical time section, the corresponding N of file that searching request is recalled and is clicked is corresponded to by strong search intention
A target issue object.
Wherein, it is more than the default search intention for being intended to score that the strong search intention, which is search intention score,.
On this basis, above-mentioned 2) to realize as follows:
According to the file that i-th of target issue object is issued, searching request institute is corresponded to by the strong search intention in j-th of field
The score of number and the strong search intention recalled and be clicked, determines i-th of target issue object in j-th of field
Initial technorati authority.
Corresponding initial technorati authority calculation can be such that
Scoreij=∑ (log (Xij)*Qj) formula 2
Wherein, ScoreijIndicate i-th of target issue object in the initial technorati authority score in j-th of field.XijIndicate the
The file of i target issue object publication corresponds to searching request by the strong search intention in j-th of field and recalls and be clicked
Number, QjIndicate the score of the strong search intention in j-th of field.The object of formula ∑ adduction is the strong search meaning in each field j
Figure.
Further, on the basis of the calculating of above-mentioned example initial technorati authority, it can also increase and anticipate according to popular search
The click feature for scheming corresponding user to carry out initial technorati authority the process of error transfer factor.
Wherein, popular search is intended to refer to according to the highest topY search meaning of the temperature counted in section of upper a statistical time
Figure.
Adjustment process specifically may include:
In conjunction with one or more of the project of following example, determine i-th of target issue object the of j-th of field
One technorati authority adjusted value, wherein project may include:
The file of i-th of target issue object publication is intended to corresponding searching request by the popular search in j-th of field and calls together
It returns and number, the number being clicked (refers specifically to, the aforementioned popular search by j-th of field is intended to corresponding searching request and calls together
Return and the number that is clicked) with the file of i-th of target issue object publication be clicked the ratio of total degree, the popular search
The score of intention.
It specifically, can be in the way of above-mentioned formula 1 or formula 2, to determine the first technorati authority adjusted value, it is only necessary to will
X in above-mentioned formulaijIt is expressed as the file of i-th of target issue object publication, is intended to correspond to by the popular search in j-th of field
Searching request is recalled and the number being clicked or the number and the file of i-th of target issue object publication are clicked total time
Several ratio, and by QjIt is expressed as the score that the popular search in j-th of field is intended to.
It, can be by i-th of target issue object in the initial of j-th field after the first technorati authority adjusted value has been determined
Technorati authority and the first technorati authority adjusted value sum it up, initial power of i-th of the target issue object after being adjusted in j-th of field
Prestige degree.
Still further, on the basis of the above embodiments, the history dispatch information according to issue object can also be increased,
Come the process adjusted again to initial technorati authority or initial technorati authority adjusted.
Firstly, introducing the process for determining initial technorati authority adjustment from dispatch similarity angle, can specifically include:
1) it determines in statistical time section, the file of i-th of target issue object publication, with authority initial in j-th of field
The similarity for spending the file of highest setting quantity (such as topL) a issue object publication, as i-th of target issue object with
The similarity in j-th of field.
Specifically, can be by doc2vec model by file vector, and then calculate similar between the file after vectorization
Degree.
Referring to the following table 2, by wechat public platform search scene for, it illustrates in chicken soup field, initial authority
Spend the initial technorati authority score of several highest public platforms.
Table 2
2) according to the similarity of i-th target issue object and j-th of field, determine i-th of target issue object in jth
The second technorati authority adjusted value in a field.
It is understood that i-th of target issue object and the similarity in j-th of field are higher, i-th of target hair is indicated
The quality of the file in j-th of field of cloth object publishing is higher, power of corresponding i-th of target issue object in j-th of field
Prestige degree should be higher, therefore the second technorati authority adjusted value belongs to positive number, and increases with similarity and increase.
3) the initial technorati authority and the second technorati authority adjusted value adduction by i-th of target issue object in j-th of field, obtains
To technorati authority adjusted.
Further, the process for determining initial technorati authority adjustment from dispatch category perplexity angle is introduced, specifically can wrap
It includes:
1) according in statistical time section, the type complexity of i-th of target issue object file publishing fields is determined
Third technorati authority adjusted value of i-th of target issue object in every field.
It is understood that the type complexity of file publishing fields is higher, i-th of target issue object hair is represented
Text is more mixed and disorderly, and field is also not single-minded enough, it is therefore desirable to which the technorati authority to i-th of target issue object in every field is punished
It penalizes, it is a lesser value that third technorati authority, which can be set, is such as set as negative.
2) the initial technorati authority and third technorati authority adjusted value by i-th of target issue object in every field sum it up, and obtain
To technorati authority adjusted.
Further, the process that initial technorati authority adjustment is determined from dispatch field accounting and dispatch influence power angle is introduced,
It can specifically include:
In conjunction with one or more of the project of following example, determine i-th of target issue object the of j-th of field
Four technorati authority adjusted values, wherein project may include:
In statistical time section, the number of files that j-th of field is belonged in the file of i-th of target issue object publication accounts for i-th
The ratio of a target issue object publication total files, i-th of target issue object publication file in belong to j-th of field and
It is clicked the number of files that quantity is more than preset quantity threshold value and accounts for the ratio of i-th of target issue object publication total files, i-th
The influence power of the file for belonging to j-th of field of target issue object publication.
It is understood that the number of files for belonging to j-th of field accounts for the ratio of i-th of target issue object publication total files
Value is bigger, then fourth technorati authority adjusted value of i-th of target issue object in j-th of field is bigger.
Wherein, belonging to j-th of field and being clicked quantity can be understood as j-th of neck more than the file of preset quantity threshold value
The high click volume file in domain.It is understood that the high click volume number of files accounts for i-th of target issue object publication total files
Ratio it is bigger, then fourth technorati authority adjusted value of i-th of target issue object in j-th of field is bigger.
Wherein, the influence power of the file for belonging to j-th of field of i-th of target issue object publication, can pass through click
Quantity forwards quantity, thumbs up the parameters such as quantity, number of reviews to determine.It is understood that i-th of target issue object hair
The influence power of the file for belonging to j-th of field of cloth is bigger, then fourth authority of i-th of target issue object in j-th of field
It is bigger to spend adjusted value.
It, can be by it based on i-th of target issue object of above-mentioned determination in the 4th technorati authority adjusted value in j-th of field
Initial technorati authority value with i-th of target issue object in j-th of field sums it up, the technorati authority after being adjusted.
Further, on the basis of the above embodiments, can also increase according to the rest mass of issue object and good
Friendly relationship, come the process adjusted again to initial technorati authority or initial technorati authority adjusted.
Specific implementation process may include:
1) according to the rest mass of i-th target issue object and with the friend relation of other issue objects, determine i-th
Fiveth technorati authority adjusted value of the target issue object in every field.
Wherein, the rest mass of i-th of target issue object can according to its fill data degree of perfection, dispatch quantity,
The parameters such as quantity, registration time length, quantity of daily sending the documents, maximum continuous dispatch quantity are forwarded and thumbed up to determine.
The friend relation of i-th of target issue object and other issue objects can be, the powder of i-th of target issue object
Silk quantity, the numerical value are directly proportional to the 5th technorati authority adjusted value.
2) i-th of target issue object is summed it up in the initial technorati authority of every field and the 5th technorati authority adjusted value, is obtained
To technorati authority adjusted.
In conclusion the embodiment of the present application discloses i-th of target issue object in the initial technorati authority value in j-th of field
Determination process and the first to the 5th technorati authority adjusted value determination process, the application can be by initial technorati authority value and the
Any one or more adduction in one to the 5th technorati authority adjusted value, the technorati authority value after obtaining final adjustment.
Fig. 7 shows the overall plan of the comprehensive marking of technorati authority so that public platform searches scene as an example.To sum up content can
Know, three directions can be divided into, it may be assumed that the initial technorati authority of public platform is determined, based on public platform history based on user's click feature
Dispatch information determines technorati authority adjusted value, determines technorati authority adjusted value based on public platform qualitative character.
Wherein, the process of the initial technorati authority of public platform is determined based on user's click feature, and can be divided are as follows: is based on the public
Number dispatch is recalled and number of clicks by the request of any field, determines initial technorati authority；And it is based on strong search intention hits pair
Initial technorati authority error transfer factor.
Wherein, the process that technorati authority adjusted value is determined based on public platform history dispatch information, can divide are as follows: be based on the public
The dispatch of number history determines technorati authority adjusted value with head public platform dispatch similarity, spectroscope result of being sent the documents based on public platform history
Determine technorati authority adjusted value.Wherein, history dispatch spectroscope result may include: dispatch category perplexity, the dispatch of any field
Accounting, the high influence power for reading article accounting, any field publication article of any field publication.
Wherein, determine that the process of technorati authority adjusted value may include: public platform rest mass based on public platform qualitative character
And public platform bean vermicelli quantity.
Referring to table 3, by wechat public platform search scene for, it illustrates part public platform different field authoritys
Angle value.
Table 3
By taking public platform " hornet's nest free walker " as an example, according to upper table 3 it is found that its technorati authority value in the field " Travel " is
0.834340, the technorati authority value in the field " Food " is 0.201668, is 0.21520 in the technorati authority value of " App ".
It should be noted that in upper table 3, for any one public platform, if not marking it in the power in a certain field
Prestige angle value then illustrates that in the technorati authority value in the field be 0.
The collator of search file provided by the embodiments of the present application is introduced below, search file described below
Collator be regarded as, server-side is to realize the collator of search file provided by the embodiments of the present application, required setting
Program module.The collator content of search file described below, can be with the sort method of above-described search file
Content corresponds to each other reference.
Fig. 8 is the structural block diagram of the collator of search file provided by the embodiments of the present application, which can be applied to take
Business end, referring to Fig. 8, the collator of the search file may include:
File obtaining unit 11, for obtaining the matching files recalled based on searching request and each matching text
The corresponding issue object of part；
Search field determination unit 12 requests matched search field, described search field with described search for determining
It is intended to the file fields of search by described search request originator；
Search field technorati authority determination unit 13 is determined for the technorati authority with reference to preset issue object in each field
Technorati authority of the corresponding issue object of each matching files in described search field；
Sequencing unit 14, for the authority according to the corresponding issue object of each matching files in described search field
Degree, is ranked up each matching files, obtains the ranking results of each matching files.
Optionally, the embodiment of the present application illustrates two kinds of optional search field determination units and obtains structure, as follows respectively:
The first search field determination unit may include:
Distribution situation statistic unit, for counting the distribution situation of each matching files fields；
Distributive law determination unit, for determining the highest field of distributive law as described search according to the distribution situation
Request matched search field.
Second of search field determination unit may include:
Search intention determination unit, for determining matched search intention based on described search request；
Intention field corresponding unit requests to match for determining that described search is intended to corresponding field as described search
Search field.
Optionally, the device of the application can also include:
Preliminary sequencing unit, for before being ranked up adjustment to each matching files, according to each matching text
Field belonging to part, the field similarity with described search field, determines the preliminary sequence of each matching files.
Optionally, the preliminary sequencing unit may include:
Sequencing of similarity unit, for the field according to field belonging to each matching files, with described search field
The sequence of similarity from high to low tentatively sorts to each matching files.
Optionally, the sequence adjustment unit may include:
Weight order determination unit, for the power according to the corresponding issue object of the matching files in described search field
Prestige degree determines that the weight order of the matching files, the more high corresponding weight order of technorati authority are bigger；
Weight order uses unit, for the weight order with reference to each matching files, and it is bigger based on weight order
Each matching files are ranked up adjustment by the more forward rule of corresponding sorting position.
Optionally, the device of the application can also include: technorati authority determination unit, for determining each issue object in each neck
The technorati authority in domain, technorati authority determination unit may include:
Target issue object determination unit is clicked the corresponding N number of target publication of file for determining in statistical time section
Object；
Initial technorati authority determination unit, the file for being issued according to i-th of target issue object, by j-th field
The number that searching request is recalled and is clicked, determine i-th of target issue object in the initial technorati authority in j-th of field,
Middle i value [1, N], j value [1, M], M are field total number.
Optionally, the target issue object determination unit may include:
First object issue object determines subelement, for determining in statistical time section, by the corresponding search of strong search intention
Request the corresponding N number of target issue object of file recalled and be clicked；The strong search intention is super for search intention score
Cross the default search intention for being intended to score；
Corresponding, initial technorati authority determination unit may include:
First initial technorati authority determines subelement, the file for being issued according to i-th of target issue object, by j-th
The strong search intention in field corresponds to the score of number and the strong search intention that searching request is recalled and is clicked, really
Initial technorati authority of fixed i-th of the target issue object in j-th of field.
Optionally, technorati authority determination unit can also include:
The first adjustment unit, the file for being issued according to i-th of target issue object, is searched by the hot topic in j-th of field
Suo Yitu corresponds to the file quilt that number, the number and i-th of the target issue object that searching request is recalled and is clicked are issued
The score that the ratio and/or the popular search for clicking total degree are intended to, determines i-th of target issue object in j-th of field
The first technorati authority adjusted value；Initial technorati authority and the adjustment of the first technorati authority by i-th of target issue object in j-th of field
Value adduction, the technorati authority after being adjusted.
Optionally, technorati authority determination unit can also include:
Second adjustment unit, for determining in statistical time section, the file of i-th of target issue object publication, with j-th
The similarity of the file of the initial highest setting quantity issue object publication of technorati authority, is issued as i-th of target in field
The similarity of object and j-th of field；According to the similarity of i-th target issue object and j-th of field, i-th of mesh is determined
Issue object is marked in the second technorati authority adjusted value in j-th of field；By i-th of target issue object in the initial of j-th field
Technorati authority and the second technorati authority adjusted value adduction, the technorati authority after being adjusted.
Optionally, technorati authority determination unit can also include:
Third adjustment unit, for according in statistical time section, i-th target issue object file publishing fields
Type complexity determines i-th of target issue object in the third technorati authority adjusted value of every field；Type complexity is higher,
Third technorati authority adjusted value is smaller；By i-th of target issue object every field initial technorati authority and third technorati authority tune
Whole value adduction, the technorati authority after being adjusted.
Optionally, technorati authority determination unit can also include:
4th adjustment unit, for according in statistical time section, belonging to the in the file of i-th of target issue object publication
The number of files in j field accounts for the ratio of i-th of target issue object publication total files, i-th of target issue object is issued
Belong to j-th of field in file and be clicked quantity and accounts for i-th of target issue object hair more than the number of files of preset quantity threshold value
The ratio of cloth total files, and/or, the influence power of the file for belonging to j-th of field of i-th of target issue object publication, really
Fourth technorati authority adjusted value of fixed i-th of the target issue object in j-th of field；I-th of target issue object is led at j-th
The initial technorati authority in domain and the 4th technorati authority adjusted value adduction, the technorati authority after being adjusted.
Optionally, technorati authority determination unit can also include:
5th adjustment unit, for according to the rest mass of i-th target issue object and good with other issue objects
Friendly relationship determines i-th of target issue object in the 5th technorati authority adjusted value of every field；By i-th of target issue object
It is summed it up in the initial technorati authority of every field and the 5th technorati authority adjusted value, the technorati authority after being adjusted.
The collator of search file provided by the embodiments of the present application can be applied to the sequencing equipment of search file, such as service
Device etc.；Optionally, Fig. 9 shows the hardware block diagram of sequencing equipment, and referring to Fig. 9, the hardware configuration of sequencing equipment be can wrap
It includes: at least one processor 1, at least one communication interface 2, at least one processor 3 and at least one communication bus 4；
In the embodiment of the present application, processor 1, communication interface 2, memory 3, communication bus 4 quantity be at least one,
And processor 1, communication interface 2, memory 3 complete mutual communication by communication bus 4；
Processor 1 may be a central processor CPU or specific integrated circuit ASIC
(Application Specific Integrated Circuit), or be arranged to implement the application reality
Apply one or more integrated circuits etc. of example；
Memory 3 may include high speed RAM memory, it is also possible to further include nonvolatile memory (non-volatile
Memory) etc., a for example, at least magnetic disk storage；
Wherein, memory is stored with program, the program that processor can call memory to store, and described program is used for:
Obtain the matching files and the corresponding issue object of each matching files recalled based on searching request；
Determining to request matched search field with described search, described search field is anticipated by described search request originator
The file fields of graph search；
Technorati authority with reference to preset issue object in each field determines the corresponding issue object of each matching files
Technorati authority in described search field；
Technorati authority according to the corresponding issue object of each matching files in described search field, to each matching
File is ranked up, and obtains the ranking results of each matching files.
Optionally, the refinement function of described program and extension function can refer to above description.
The embodiment of the present application also provides a kind of storage medium, which can be stored with the journey executed suitable for processor
Sequence, described program are used for:
Obtain the matching files and the corresponding issue object of each matching files recalled based on searching request；
Determining to request matched search field with described search, described search field is anticipated by described search request originator
The file fields of graph search；
Technorati authority with reference to preset issue object in each field determines the corresponding issue object of each matching files
Technorati authority in described search field；
Technorati authority according to the corresponding issue object of each matching files in described search field, to each matching
File is ranked up, and obtains the ranking results of each matching files.
Optionally, the refinement function of described program and extension function can refer to above description.
The embodiment of the present application also provides a kind of search systems, comprising: client and server-side；
Described search request is forwarded to the server-side for receiving Client-initiated searching request by the client；
The server-side, for obtaining the matching files recalled based on searching request and each matching files institute
The field of category and corresponding issue object；Determining to request matched search field with described search, described search field is institute
State the file fields that searching request initiator is intended to search；Technorati authority with reference to preset issue object in each field,
Determine the corresponding issue object of each matching files in the technorati authority in described search field；According to each matching files
Corresponding issue object is ranked up adjustment to each matching files in the technorati authority in described search field, obtains each described
The ranking results of matching files, and it is back to the client；
The client is also used to be shown each matching files according to the ranking results.
Each embodiment in this specification is described in a progressive manner, the highlights of each of the examples are with other
The difference of embodiment, the same or similar parts in each embodiment may refer to each other.For device disclosed in embodiment
For, since it is corresponded to the methods disclosed in the examples, so being described relatively simple, related place is said referring to method part
It is bright.
Professional further appreciates that, unit described in conjunction with the examples disclosed in the embodiments of the present disclosure
And algorithm steps, can be realized with electronic hardware, computer software, or a combination of the two, in order to clearly demonstrate hardware and
The interchangeability of software generally describes each exemplary composition and step according to function in the above description.These
Function is implemented in hardware or software actually, the specific application and design constraint depending on technical solution.Profession
Technical staff can use different methods to achieve the described function each specific application, but this realization is not answered
Think beyond scope of the present application.
The step of method described in conjunction with the examples disclosed in this document or algorithm, can directly be held with hardware, processor
The combination of capable software module or the two is implemented.Software module can be placed in random access memory (RAM), memory, read-only deposit
Reservoir (ROM), electrically programmable ROM, electrically erasable ROM, register, hard disk, moveable magnetic disc, CD-ROM or technology
In any other form of storage medium well known in field.
The foregoing description of the disclosed embodiments makes professional and technical personnel in the field can be realized or use the application.
Various modifications to these embodiments will be readily apparent to those skilled in the art, as defined herein
General Principle can be realized in other embodiments in the case where not departing from the core concept or range of the application.Therefore, originally
Application is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein
Consistent widest scope.
Claims (15)
1. a kind of sort method of search file characterized by comprising
Obtain the matching files and the corresponding issue object of each matching files recalled based on searching request；
Determining to request matched search field with described search, described search field is intended to search by described search request originator
The file fields of rope；
Technorati authority with reference to preset issue object in each field determines the corresponding issue object of each matching files in institute
State the technorati authority of search field；
Technorati authority according to the corresponding issue object of each matching files in described search field, to each matching files
It is ranked up, obtains the ranking results of each matching files.
2. sort method according to claim 1, which is characterized in that the determination and described search request matched search
Field, comprising:
Count the distribution situation of each matching files fields；
According to the distribution situation, determine that matched search field is requested as described search in the highest field of distributive law.
3. sort method according to claim 1, which is characterized in that the determination and described search request matched search
Field, comprising:
Matched search intention is determined based on described search request；
It determines that described search is intended to corresponding field, requests matched search field as described search.
4. sort method according to claim 1, which is characterized in that be ranked up it to each matching files described
Before, this method further include:
According to field belonging to each matching files, field similarity with described search field determines each matching text
The preliminary sequence of part.
5. sort method according to claim 1, which is characterized in that described according to the corresponding hair of each matching files
Cloth object is ranked up each matching files in the technorati authority in described search field, comprising:
Technorati authority according to the corresponding issue object of the matching files in described search field, determines the row of the matching files
Sequence weight, the more high corresponding weight order of technorati authority are bigger；
With reference to the weight order of each matching files, and the rule more forward based on the more big corresponding sorting position of weight order,
Each matching files are ranked up.
6. sort method according to claim 1, which is characterized in that the issue object each field technorati authority really
Determine process, comprising:
It determines in statistical time section, is clicked the corresponding N number of target issue object of file；
According to the file that i-th of target issue object is issued, by time that the searching request in j-th of field is recalled and is clicked
Number, determines i-th of target issue object in the initial technorati authority in j-th of field, wherein i value [1, N], j value [1, M], M are
Field total number.
7. sort method according to claim 6, which is characterized in that in the determining statistical time section, be clicked file
Corresponding N number of target issue object, comprising:
It determines in statistical time section, the corresponding N number of mesh of file that searching request is recalled and is clicked is corresponded to by strong search intention
Mark issue object；The strong search intention is that search intention score is more than the default search intention for being intended to score；
Then, the file issued according to i-th of target issue object, is recalled by the searching request in j-th of field and by point
The number hit determines i-th of target issue object in the initial technorati authority in j-th of field, comprising:
According to the file that i-th of target issue object is issued, searching request is corresponded to by the strong search intention in j-th of field and is recalled
And the score for the number and the strong search intention being clicked, determine i-th of target issue object j-th field just
Beginning technorati authority.
8. sort method according to claim 6 or 7, which is characterized in that further include:
According to the file that i-th of target issue object is issued, corresponding searching request is intended to by the popular search in j-th of field and is called together
It returns and file that the number that is clicked, the number and i-th of target issue object are issued is clicked the ratio of total degree, and/or
The score that the popular search is intended to, determines i-th of target issue object in the first technorati authority adjusted value in j-th of field；
Initial technorati authority and the first technorati authority adjusted value adduction by i-th of target issue object in j-th of field, are adjusted
Technorati authority afterwards.
9. sort method according to claim 6 or 7, which is characterized in that further include:
It determines in statistical time section, the file of i-th of target issue object publication, with technorati authority highest initial in j-th of field
The publication of setting quantity issue object file similarity, it is similar to j-th field as i-th of target issue object
Degree；
According to the similarity of i-th target issue object and j-th of field, determine i-th of target issue object in j-th of field
The second technorati authority adjusted value；
Initial technorati authority and the second technorati authority adjusted value adduction by i-th of target issue object in j-th of field, are adjusted
Technorati authority afterwards.
10. sort method according to claim 6 or 7, which is characterized in that further include:
According in statistical time section, the type complexity of i-th of target issue object file publishing fields is determined i-th
Third technorati authority adjusted value of the target issue object in every field；Type complexity is higher, and third technorati authority adjusted value is smaller；
Initial technorati authority and third technorati authority adjusted value by i-th of target issue object in every field sum it up, and are adjusted
Technorati authority afterwards.
11. sort method according to claim 6 or 7, which is characterized in that further include:
According in statistical time section, the number of files that j-th of field is belonged in the file of i-th of target issue object publication accounts for i-th
The ratio of a target issue object publication total files, i-th of target issue object publication file in belong to j-th of field and
It is clicked the ratio that quantity accounts for i-th target issue object publication total files more than the number of files of preset quantity threshold value, and/
Or, the influence power of the file for belonging to j-th of field of i-th of target issue object publication, determines that i-th of target issue object exists
The 4th technorati authority adjusted value in j-th of field；
Initial technorati authority and the 4th technorati authority adjusted value adduction by i-th of target issue object in j-th of field, are adjusted
Technorati authority afterwards.
12. sort method according to claim 6 or 7, which is characterized in that further include:
According to the rest mass of i-th target issue object and with the friend relation of other issue objects, determine i-th of target hair
Fiveth technorati authority adjusted value of the cloth object in every field；
I-th of target issue object is summed it up in the initial technorati authority of every field and the 5th technorati authority adjusted value, is adjusted
Technorati authority afterwards.
13. a kind of collator of search file characterized by comprising
File obtaining unit, for obtaining the matching files and each matching files correspondence recalled based on searching request
Issue object；
Search field determination unit requests matched search field with described search for determining, and described search field is described
Searching request initiator is intended to the file fields of search；
Search field technorati authority determination unit, for, in the technorati authority in each field, determining each institute with reference to preset issue object
The corresponding issue object of matching files is stated in the technorati authority in described search field；
Sequencing unit, it is right for the technorati authority according to the corresponding issue object of each matching files in described search field
Each matching files are ranked up, and obtain the ranking results of each matching files.
14. a kind of search system characterized by comprising client and server-side；
Described search request is forwarded to the server-side for receiving Client-initiated searching request by the client；
The server-side, it is corresponding for obtaining the matching files recalled based on searching request and each matching files
Issue object；Determining to request matched search field with described search, described search field is described search request originator institute
It is intended to the file fields of search；Technorati authority with reference to preset issue object in each field determines each matching text
Technorati authority of the corresponding issue object of part in described search field；According to the corresponding issue object of each matching files in institute
The technorati authority for stating search field is ranked up each matching files, obtains the ranking results of each matching files, and return
It is back to the client；
The client is also used to be shown each matching files according to the ranking results.
15. a kind of sequencing equipment of search file characterized by comprising at least one processor and at least one processor；
The memory is stored with program, and the processor calls the program of the memory storage, realizes that claim 1-12 such as appoints
Each step of the sort method of search file described in meaning one.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111259272A (en) * | 2020-01-14 | 2020-06-09 | 口口相传(北京)网络技术有限公司 | Search result ordering method and device |
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