CN102541947A - Method and equipment for updating authority score of webpage based on friefox event - Google Patents
Method and equipment for updating authority score of webpage based on friefox event Download PDFInfo
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- CN102541947A CN102541947A CN2010106200198A CN201010620019A CN102541947A CN 102541947 A CN102541947 A CN 102541947A CN 2010106200198 A CN2010106200198 A CN 2010106200198A CN 201010620019 A CN201010620019 A CN 201010620019A CN 102541947 A CN102541947 A CN 102541947A
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Abstract
The invention aims to provide a method and equipment for updating the authority score of a webpage based on a friefox event. The method comprises the following steps of: acquiring a first webpage, the authority score of which is to be updated, by using the updating equipment; acquiring a friefox event of the first webpage; determining the first authority value of the first webpage according to information related to the friefox event; and updating the current authority score of the first webpage according to the first authority value. Compared with the prior art, the method has the advantages that the authority score of the webpage is updated on the basis of the friefox event and the friefox event is involved in a webpage ranking algorithm so that the reference factors of the authority score of the webpage is more comprehensive; therefore the authority score of the webpage is calculated more accurately, the accuracy and the recalling rate of a search engine are improved, the ranking quality of search results is enhanced and the use experience of users is also improved.
Description
Technical field
The present invention relates to the web search technical field, relate in particular to a kind of technology that is used for recommending event update webpage authority value based on expansion.
Background technology
Existing webpage sort algorithm, great majority all are based on the linking relationship between the page, and they are regarded as a kind of recommendation behavior with hyperlink, and calculate authority's value of the page of these hyperlink sensings based on this.
But; Along with Internet development, webpage is recommended not only to have shown as hyperlink, but has the multiple form of expression; For example, in instant communication message, recommend webpage, user to collect webpage, publishing web page and webpage are reprinted or the like in community network.Because the webpage gripping tool of search engine; Like the perhaps function restriction of " robot (robot) " etc. of " crawler (spider) ", " web crawlers (crawler) "; Search engine can't obtain above-mentioned other forms of webpage recommending behavior except hyperlink; And the page authority value that only draws with regard to the page link relation can not reflect true authority's value of the page comprehensively, thereby has reduced the accuracy rate and the recall rate of search engine, influences the ordering quality of Search Results simultaneously.
Therefore, how a kind of method based on expansion recommendation event update webpage authority value is provided, becomes one of present urgent problem.
Summary of the invention
The purpose of this invention is to provide a kind of method and apparatus that is used for recommending event update webpage authority value based on expansion.
According to an aspect of the present invention, provide a kind of by the computer implemented method that is used for recommending based on expansion event update webpage authority value, wherein, this method may further comprise the steps:
A obtains authority's value first webpage to be updated;
B obtains the expansion of said first webpage and recommends incident;
C confirms first authority's value of said first webpage according to the incident relevant information of said expansion recommendation incident;
D upgrades current authority's value of said first webpage according to said first authority's value.
According to another aspect of the present invention, a kind of equipment that is used for recommending based on expansion event update webpage authority value is provided also, wherein, this equipment comprises:
First deriving means is used to obtain authority's value first webpage to be updated;
Second deriving means, incident is recommended in the expansion that is used to obtain said first webpage;
Confirm device, be used for recommending the incident relevant information of incident, confirm first authority's value of said first webpage according to said expansion;
Updating device is used for upgrading current authority's value of said first webpage according to said first authority's value.
Compared with prior art; The present invention is based on expansion and recommend event update webpage authority value, will expand the recommendation incident and bring in the webpage sort algorithm, make that the reference factor of webpage authority value is more comprehensive; Thereby it is more accurate to make webpage authority value calculate; Improve the accuracy rate and the recall rate of search engine, and the ordering quality of Search Results, promoted user's experience simultaneously.
Description of drawings
Through reading the detailed description of doing with reference to following accompanying drawing that non-limiting example is done, it is more obvious that other features, objects and advantages of the present invention will become:
Fig. 1 illustrates the synoptic diagram of updating the equipment that is used for recommending based on expansion event update webpage authority value according to one aspect of the invention;
Fig. 2 illustrates the method flow diagram that is used for recommending based on expansion event update webpage authority value according to a further aspect of the present invention.
Same or analogous Reference numeral is represented same or analogous parts in the accompanying drawing.
Embodiment
Below in conjunction with accompanying drawing the present invention is described in further detail.
Fig. 1 is the equipment synoptic diagram according to one aspect of the invention, illustrates to be used for recommending updating the equipment of event update webpage authority's value based on expansion.Wherein, update the equipment and 1 comprise first deriving means 11, second deriving means 12, confirm device 13 and updating device 14.Particularly, first deriving means 11 obtains authority's value first webpage to be updated; Subsequently, second deriving means 12 obtains the expansion recommendation incident of said first webpage; Then, confirm the incident relevant information of device 13, confirm first authority's value of said first webpage according to said expansion recommendation incident; Subsequently, updating device 14 upgrades current authority's value of said first webpage according to said first authority's value.At this, updating the equipment 1 includes but not limited to search engine server or the private server that is attached thereto.
More specifically, first deriving means 11 obtains authority's value first webpage to be updated.Particularly, first deriving means 11 is from such as search engine server, other equipment of being attached thereto or can obtain authority's value first webpage to be updated via the third-party server of access to netwoks.For example; The application programming interfaces (API) that first deriving means 11 provides according to search engine server; To the request that authority's value first webpage to be updated is obtained in its transmission, receive the authority that this search engine server returns based on this request and be worth first webpage to be updated.Those skilled in the art will be understood that the above-mentioned mode of obtaining first webpage is merely for example; Other existing or modes of obtaining first webpage that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Subsequently, second deriving means 12 obtains the expansion recommendation incident of said first webpage.Particularly, the authority that second deriving means 12 obtains according to first deriving means 11 is worth first webpage to be updated, obtains the expansion of this first webpage and recommends incident, and as recommending this first webpage in the instant communication message, perhaps the user collects this first webpage etc.For example; The authority that first deriving means 11 obtains is worth first webpage to be updated; Second deriving means 12 is according to this first webpage, and communication mode by appointment is like communication protocols such as Http, Https; Regularly send the expansion of obtaining this first webpage and recommend the request of incident, receive the expansion recommendation incident that this instant communication server returns to instant communication server.And for example, the user collects first webpage, and this first webpage corresponding website server is through its application programming interfaces (API), and should expand the recommendation incident and push to and update the equipment 1, correspondingly, 1 second deriving means, 12 these expansion recommendation incidents of reception of updating the equipment.Those skilled in the art will be understood that the above-mentioned mode of obtaining expansion recommendation incident is merely for example; Other existing or modes of obtaining expansion recommendation incident that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Then, confirm the incident relevant information of device 13, confirm first authority's value of said first webpage according to said expansion recommendation incident.Particularly; Second deriving means 12 obtains the expansion of first webpage and recommends incident; Confirm the relevant information of device 13 according to this (a bit) expansion recommendation incident; Such as issue user's in the recommendation user's of instant communication information grade, the community network grade etc., confirm first authority's value of this first webpage.For example; The expansion recommendation incident that second deriving means 12 obtains is recommended this first webpage for the user in instant communication message; Confirm the relevant information of device 13 according to this expansion recommendation incident; Like this recommendation user grade in the instantaneous communication system under this instant communication message is 2 grades, confirms that first authority's value of this first webpage is 2.Those skilled in the art will be understood that the mode of above-mentioned definite first authority's value is merely for example; Other existing or modes of confirming first authority's value that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Subsequently, updating device 14 upgrades current authority's value of said first webpage according to said first authority's value.Particularly, updating device 14 upgrades current authority's value of this first webpage according to first authority's value of confirming first webpage that device 13 is confirmed.For example; Expansion recommendation incident to different is given different weights; Each is expanded the corresponding authority of recommendation incident and is worth the first authority's value that obtains this first webpage after the weighting, this first authority value is added up with the current authoritative value of first webpage mutually, to upgrade the current authoritative value of this first webpage.At this, expand the recommendation incident not only can corresponding one first authority's value at every turn, is worth reference quantity to upgrade the current authoritative value of this first webpage as the authority of first webpage; Can also be regarded as once quoting to this first webpage; Also promptly can be as the virtual importing page of one first webpage; Thereby with the conduction authority value of this first authority value as the importing link of this first webpage; Include existing various webpage sort algorithm in, like pagerank, HITS scheduling algorithm, to calculate the technorati authority of this first webpage more accurately based on the page link relation.Those skilled in the art will be understood that the mode of the current authority of above-mentioned renewal value is merely for example; The mode of the current authority of other renewals existing or that possibly occur from now on value is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Preferably, first deriving means 11, second deriving means 12, confirm that device 13 and updating device 14 are constant work.Particularly, first deriving means 11 obtains authority's value first webpage to be updated; Subsequently, second deriving means 12 obtains the expansion recommendation incident of said first webpage; Then, confirm the incident relevant information of device 13, confirm first authority's value of said first webpage according to said expansion recommendation incident; Subsequently, updating device 14 upgrades current authority's value of said first webpage according to said first authority's value.At this; It will be understood by those skilled in the art that " continuing " is meant first deriving means 11, second deriving means 12, confirms that device 13 and updating device 14 obtain, expand confirming and the renewal of current authority's value of the obtaining of recommendation incident, first authority's value according to what mode of operation that set or adjustment in real time required to carry out first webpage respectively, until update the equipment 1 stop to obtain first webpage in a long time expansion recommendation incident.
Preferably, said expansion recommendation incident includes but not limited to, below at least each:
1) recommends said first webpage in the instant communication message;
2) user collects said first webpage;
3) said first webpage of issue in the community network;
4) other webpages are reprinted the content of said first webpage.
Particularly; Recommend in the instant communication message said first webpage refer to instant communication users with the instant communication message of other instant communication users in comprise and the URL of this first webpage comprise that in instant communication message the behavior of this first webpage is the recommendation behavior of this instant communication users.The user collects said first webpage and refers to the user when browsing first webpage, and this first webpage is collected, and this collection behavior can be based on browser; With this first web page storage in the collection of browser; Also website can be based on, in the collection with this first web page storage website under it, network profile can also be based on; With this first web page storage in special network profile, so that at any this first webpage of place visit that can visit this network profile.Said first webpage of issue refers to that the community network user issue this first webpage in community network in the community network, and this issue behavior comprises that the user changes obedient, the user shares etc. the URL of this first webpage is presented on the behavior in this community network.The content that other webpages are reprinted said first webpage refers to that other webpages carry out full text to the content of this first webpage and reprint, and judges original webpage and reprint webpage that according to the generation time of each webpage generation time webpage the earliest is regarded as original webpage.Those skilled in the art will be understood that above-mentioned expansion recommendation incident is merely for example, other expansions existing or that possibly occur from now on recommend incidents as applicable to the present invention, also should be included in the protection domain of the present invention, and be contained in this with way of reference.
More preferably, said expansion recommendation incident comprises said first webpage of recommendation in the instant communication message; Wherein, said incident relevant information comprises recommendation user grade in the instantaneous communication system under said instant communication message of said instant communication message.Particularly; When expansion recommendation incident comprises when recommending this first webpage in the instant communication message; Confirm recommendation user this instant communication message under the grade in instantaneous communication system of device 13, confirm first authority's value of this first webpage according to this instant communication message.For example; When the user when carrying out instant messaging with other users; This user comprises this first webpage in the instant communication message of its transmission, promptly be regarded as taking place the expansion recommendation incident of first webpage this moment, according to the grade of this user in this instantaneous communication system; As 2 grades, confirm that first authority's value of this first webpage is 2.Those skilled in the art will be understood that the mode of above-mentioned definite first authority's value is merely for example; Other existing or modes of confirming first authority's value that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
At this, need to prove that each item numerical value in giving an example only supplies to understand the present invention, the True Data during not as practical application as the example of illustration.If no special instructions, the function of other local numerical value that occur is identical with here among this paper, for for simplicity, repeat no more,
More preferably, the said expansion incident of recommending comprises that also the user collects said first webpage; Wherein, said incident relevant information comprises that the user collects mode.Particularly, when expansion recommendation incident comprises that the user collects this first webpage, confirm that device 13 collects mode according to the user, confirm first authority's value of this first webpage.For example, with the browser collection respectively of user's collection mode, website collection and network profile collection, its first corresponding respectively authority's value is 1,2,3; When the user collects this first webpage in browser, confirm that first authority's value of device 13 definite these first webpages is 1; When collecting this first webpage in the website of user under first webpage, confirm that first authority's value of device 13 definite these first webpages is 2; When the user collects this first webpage in network profile, confirm that first authority's value of device 13 definite these first webpages is 3.Those skilled in the art will be understood that above-mentioned user collects mode and confirms that the mode of first authority's value is merely for example; The mode that other users existing or that possibly occur from now on collect mode or confirm first authority's value is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
More preferably, the said expansion incident of recommending also comprises said first webpage of issue in the community network; Wherein, said incident relevant information comprises the class information that said first webpage place releases news.Particularly; When expansion recommendation incident comprises in the community network this first webpage of issue; Confirm the class information that release news of device 13,, confirm first authority's value of this first webpage such as the grade of issue user in this community network, good friend's number etc. according to this first webpage place.At this, said releasing news includes but not limited to daily record, changes card, form such as shares.For example, the user comprises the URL of first webpage in the commentaries on classics card of community network, confirms device 13 according to the grade of this issue user in this community network, as 3 grades, confirms that first authority's value of this first webpage is 3.Those skilled in the art will be understood that the mode of above-mentioned definite first authority's value is merely for example; Other existing or modes of confirming first authority's value that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Preferably, said class information includes but not limited to, below at least each:
1) the said grade of issue user in this community network that releases news;
2) the good friend number of the said issue user who releases news in this community network;
3) the said number of times of sharing that releases news in this community network;
4) the said quilt that releases news in this community network is read number;
5) the said answer number that releases news in this community network.
Particularly; The grade of issue user in this community network that releases news refers to the user gradation of this issue user in this community network; This grade shows that this user uses the time and/or the participation of this community network, and it is of a specified duration more that for example this user uses the time of this community network, and grade is just high more; Correspondingly, first authority's value of first webpage of this user's issue is also high more.Good friend numerical table bright this issue user active degree in this community network and the certain prestige degree of the issue user who releases news in this community network, for example good friend's number is many more, and first authority's value of first webpage of this user's issue accordingly is also high more.Release news the number of times that number of times refers to that this releases news and in this community network, is shared by other users of sharing in this community network, it is many more that this shares number of times, and first authority's value of first webpage that comprises during this releases news accordingly is also high more.The quilt that releases news in this community network is read the number of times that number refers to that this releases news and in this community network, is read by other users, and it is high more that this is read number, and first authority's value of first webpage that comprises during this releases news accordingly is also high more.The answer number that releases news in this community network refers to the number of times that this releases news and in this community network, is replied by other users, and this answer number is high more, and first authority's value of first webpage that comprises during this releases news accordingly is also high more.Art technology will be understood that above-mentioned every class information not only can confirm first authority's value of first webpage separately, and the first authoritative value of first webpage is confirmed in the back that can also mutually combine in order to weighting.Those skilled in the art will be understood that also above-mentioned class information is merely for example, and other class informations existing or that possibly occur from now on also should be included in the protection domain of the present invention, and be contained in this with way of reference as applicable to the present invention.
More preferably, the said expansion incident of recommending comprises that also other webpages reprint the content of said first webpage; Wherein, said incident relevant information comprises the network attribute of said other webpages.Particularly; When expansion recommendation incident comprises that other webpages are reprinted the content of this first webpage; Confirm the network attribute of device 13, be worth, reprint the degree of correlation of webpage and this first webpage etc., confirm first authority's value of this first webpage such as the authority who reprints webpage according to this reprinting webpage.For example; Other webpages are reprinted the content of this first webpage; The network attribute of this reprinting webpage comprises: authority's value of this reprinting webpage is 4, and the degree of correlation of this reprinting webpage and this first webpage is 7, and respective weights is 0.4 and 0.6 respectively; In view of the above, confirm first authority value=4*0.4+7*0.6=5.8 of device 13 definite these first webpages.Those skilled in the art will be understood that the mode of above-mentioned definite first authority's value is merely for example; Other existing or modes of confirming first authority's value that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Preferably, said network attribute includes but not limited to, below at least each:
Authority's value of-said other webpages;
The degree of correlation of-said other webpages and said first webpage;
The generation time of-said other webpages.
Particularly, authority's value of other webpages can be obtained from the index information storehouse of search engine server, and these other webpages can be considered the reference page of first webpage, can its authority's value directly be given first authority's value of first webpage.The degree of correlation of other webpages and this first webpage comprises whether the content degree of correlation, other webpages and this first webpage of other webpages and this first webpage belong to same website, other webpages and this first webpage and whether belong to website of the same type etc.; This degree of correlation is high more, and first of this first webpage authority's value is also high more accordingly.The generation time of other webpages is more late, shows that the content of this first webpage is active more, and first of this first webpage authority's value is also high more accordingly.Art technology will be understood that above-mentioned every network attribute not only can confirm first authority's value of first webpage separately, and the first authoritative value of first webpage is confirmed in the back that can also mutually combine in order to weighting.Those skilled in the art will be understood that also above-mentioned network attribute is merely for example, and other network attributes existing or that possibly occur from now on also should be included in the protection domain of the present invention, and be contained in this with way of reference as applicable to the present invention.
Need to prove that it is not mutually exclusive that incident is recommended in the expansion of above-mentioned first webpage, but can occur jointly; For example; First webpage both can be recommended in instant communication message, also can be published in simultaneously in the community network, can also be reprinted its content by other webpages simultaneously.Expansion recommendation incident according to different is given different weights, and first authority's value of corresponding first webpage is confirmed in weighting.For example; Recommending the weight of first webpage in the instant communication message is 0.1, and the weight that the user collects first webpage is 0.2, and the weight of issue first webpage is 0.3 in the community network; The weight that other webpages are reprinted the content of first webpage is 0.4; Suppose that when the above-mentioned expansion incident of recommending took place simultaneously, corresponding authority's value was respectively 3,4,5,6, draw first authority value=0.1*3+0.2*4+0.3*5+0.4*6=5 of first webpage in view of the above.
(with reference to Fig. 1) in a preferred embodiment, updating the equipment 1 comprises that also weight confirms the device (not shown), this weight confirms that device recommends incident according to said expansion, confirms the reference weight of the said relatively current authoritative value of said first authority's value; Subsequently, updating device 14 is also according to the said first authority value, and combines saidly with reference to weight, upgrades said current authority's value.Particularly, weight is confirmed device according to different expansion recommendation incidents, confirms corresponding first webpage, first authority's value reference weight of the current authority of this first webpage value relatively; Subsequently, updating device 14 is also according to this first authority value, and combination should be upgraded current authority's value of this first webpage with reference to weight.For example; Weight confirms that device is according to different expansion recommendation incidents; Confirm corresponding first webpage, first authority's value reference weight of the current authority of this first webpage value relatively; Reference weight as recommending the corresponding current relatively authority of the first authority's value value of first webpage in the instant communication message is 0.1, and the reference weight that the user collects the corresponding current relatively authority of the first authority's value value of first webpage is 0.2, and the reference weight of the current relatively authority of the first authority's value value that issue first webpage is corresponding in the community network is 0.3; The reference weight that other webpages are reprinted the corresponding current relatively authoritative value of first authority's value of the content of first webpage is 0.4; If have only an expansion recommendation incident, collect first webpage like the user, then weight confirms that it is 0.2 that device is confirmed with reference to weight; If being arranged, a plurality of expansions recommend incident; As recommending first webpage, user to collect issue first webpage in first webpage and the community network in the instant communication message; Be respectively 0.1,0.2 and 0.3 with reference to weight accordingly; These weights are got average, and weight confirms that device obtains reference weight=(the 0.1+0.2+0.3)/3=0.2 of first authority's value of first webpage; Subsequently, updating device 14 upgrades current authority's value of this first webpage also according to first authority's value of this first webpage and with reference to weight.Those skilled in the art will be understood that also above-mentioned definite mode with reference to weight is merely for example; Other definite modes with reference to weight existing or that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
(with reference to Fig. 1) in a further advantageous embodiment, updating the equipment 1 also comprises the mapping device (not shown), this mapping device is mapped as said expansion recommendation incident the virtual importing link of said first webpage; Said first authority's value is mapped as the conduction authority value of said virtual importing link; Subsequently, updating device 14 is also according to said conduction authority value, imports the conduction authority value of link in conjunction with other of said first webpage, carries out the webpage sort algorithm, to upgrade said current authority's value.Particularly, mapping device will be expanded the virtual importing link that the recommendation incident is mapped as first webpage at every turn, this first webpage will be mapped as the conduction authority value of this virtual importing link corresponding to first authority's value of this expansion recommendation incident; Subsequently; Updating device 14 is also according to this conduction authority value, imports the conduction authority value of link in conjunction with other of this first webpage, carries out the webpage sort algorithm; Such as pagerank algorithm, HITS algorithm, trust exponent algorithm (TrustRank) etc., to upgrade current authority's value of this first webpage.For example; Suppose that expansion recommendation incident is to recommend first webpage in the instant communication message; Mapping device will be expanded the virtual importing link that the recommendation incident is mapped as this first webpage; And this first webpage is mapped as the conduction authority value of this virtual importing link corresponding to first authority's value of this expansion recommendation incident, updating device 14 is according to this conduction authority value, imports authoritative value of conduction of link in conjunction with this first webpage based on other of page link relation; Carry out the pagerank algorithm, to upgrade current authority's value of this first webpage.The mode that those skilled in the art also will be understood that above-mentioned webpage sort algorithm and upgrade current authority value is merely gives an example; Other webpage sort algorithms existing or that possibly occur from now on or the mode of upgrading current authority value are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Fig. 2 is a method flow diagram according to a further aspect of the present invention, and the process that is used for recommending based on expansion event update webpage authority value is shown.Particularly, in step S1, update the equipment and 1 obtain authority's value first webpage to be updated; Subsequently, in step S2, update the equipment 1 obtain said first webpage expansion recommend incident; Then, in step S3, update the equipment and 1 recommend the incident relevant information of incident, confirm first authority's value of said first webpage according to said expansion; Subsequently, in step S4, update the equipment 1, upgrade current authority's value of said first webpage according to said first authority's value.At this, updating the equipment 1 includes but not limited to search engine server or the private server that is attached thereto.
More specifically, in step S1, update the equipment and 1 obtain authority's value first webpage to be updated.Particularly, in step S1, update the equipment 1 from such as search engine server, other equipment of being attached thereto or can obtain authority's value first webpage to be updated via the third-party server of access to netwoks.For example; In step S1; 1 application programming interfaces (API) that provide according to search engine server of updating the equipment to the request that authority's value first webpage to be updated is obtained in its transmission, receive the authority that this search engine server returns based on this request and are worth first webpage to be updated.Those skilled in the art will be understood that the above-mentioned mode of obtaining first webpage is merely for example; Other existing or modes of obtaining first webpage that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Subsequently, in step S2, update the equipment 1 obtain said first webpage expansion recommend incident.Particularly, in step S2, updating the equipment 1 is worth first webpage to be updated according to its authority who in step S1, obtains, and obtains the expansion of this first webpage and recommends incident, and as recommending this first webpage in the instant communication message, perhaps the user collects this first webpage etc.For example, in step S1, update the equipment and 1 obtain authority's value first webpage to be updated; In step S2; Update the equipment 1 according to this first webpage, communication mode by appointment is like communication protocols such as Http, Https; Regularly send the expansion of obtaining this first webpage and recommend the request of incident, receive the expansion recommendation incident that this instant communication server returns to instant communication server.And for example, the user collects first webpage, and this first webpage corresponding website server is through its application programming interfaces (API), and should expand the recommendation incident and push to and update the equipment 1, correspondingly, 1 this expansion recommendation incident of reception of updating the equipment.Those skilled in the art will be understood that the above-mentioned mode of obtaining expansion recommendation incident is merely for example; Other existing or modes of obtaining expansion recommendation incident that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Then, in step S3, update the equipment and 1 recommend the incident relevant information of incident, confirm first authority's value of said first webpage according to said expansion.Particularly; In step S2; Update the equipment 1 obtain first webpage expansion recommend incident, in step S3, update the equipment and 1 expand the relevant information of recommendation incident according to this (a bit); Such as issue user's in the recommendation user's of instant communication information grade, the community network grade etc., confirm first authority's value of this first webpage.For example; Update the equipment and 1 in instant communication message, recommend this first webpage for the user according to its expansion recommendation incident of in step S2, obtaining; In step S3; According to the relevant information of this expansion recommendation incident, be 2 grades like this recommendation user grade in the instantaneous communication system under this instant communication message, confirm that first authority's value of this first webpage is 2.Those skilled in the art will be understood that the mode of above-mentioned definite first authority's value is merely for example; Other existing or modes of confirming first authority's value that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Subsequently, in step S4, update the equipment 1, upgrade current authority's value of said first webpage according to said first authority's value.Particularly, in step S4, the 1 first authority's value according to its first webpage of in step S3, confirming of updating the equipment is upgraded the current authoritative value of this first webpage.For example; Expansion recommendation incident to different is given different weights; Each is expanded the corresponding authority of recommendation incident and is worth the first authority's value that obtains this first webpage after the weighting, this first authority value is added up with the current authoritative value of first webpage mutually, to upgrade the current authoritative value of this first webpage.At this, expand the recommendation incident not only can corresponding one first authority's value at every turn, is worth reference quantity to upgrade the current authoritative value of this first webpage as the authority of first webpage; Can also be regarded as once quoting to this first webpage; Also promptly can be as the virtual importing page of one first webpage; Thereby with the conduction authority value of this first authority value as the importing link of this first webpage; Include existing various webpage sort algorithm in, like pagerank, HITS scheduling algorithm, to calculate the technorati authority of this first webpage more accurately based on the page link relation.Those skilled in the art will be understood that the mode of the current authority of above-mentioned renewal value is merely for example; The mode of the current authority of other renewals existing or that possibly occur from now on value is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Preferably, step S1, step S2, step S3 and step S4 are constant work.Particularly, in step S1, update the equipment and 1 obtain authority's value first webpage to be updated; Subsequently, in step S2, update the equipment 1 obtain said first webpage expansion recommend incident; Then, in step S3, update the equipment and 1 recommend the incident relevant information of incident, confirm first authority's value of said first webpage according to said expansion; Subsequently, in step S4, update the equipment 1, upgrade current authority's value of said first webpage according to said first authority's value.At this; It will be understood by those skilled in the art that " continuing " is meant to update the equipment 1 obtains, expands confirming and the renewal of current authority's value of the obtaining of recommendation incident, first authority's value according to what mode of operation that set or adjustment in real time required to carry out first webpage respectively at step S1, step S2, step S3 and step S4, until update the equipment 1 stop to obtain first webpage in a long time expansion recommendation incident.
Preferably, said expansion recommendation incident includes but not limited to, below at least each:
1) recommends said first webpage in the instant communication message;
2) user collects said first webpage;
3) said first webpage of issue in the community network;
4) other webpages are reprinted the content of said first webpage.
Particularly; Recommend in the instant communication message said first webpage refer to instant communication users with the instant communication message of other instant communication users in comprise and the URL of this first webpage comprise that in instant communication message the behavior of this first webpage is the recommendation behavior of this instant communication users.The user collects said first webpage and refers to the user when browsing first webpage, and this first webpage is collected, and this collection behavior can be based on browser; With this first web page storage in the collection of browser; Also website can be based on, in the collection with this first web page storage website under it, network profile can also be based on; With this first web page storage in special network profile, so that at any this first webpage of place visit that can visit this network profile.Said first webpage of issue refers to that the community network user issue this first webpage in community network in the community network, and this issue behavior comprises that the user changes obedient, the user shares etc. the URL of this first webpage is presented on the behavior in this community network.The content that other webpages are reprinted said first webpage refers to that other webpages carry out full text to the content of this first webpage and reprint, and judges original webpage and reprint webpage that according to the generation time of each webpage generation time webpage the earliest is regarded as original webpage.Those skilled in the art will be understood that above-mentioned expansion recommendation incident is merely for example, other expansions existing or that possibly occur from now on recommend incidents as applicable to the present invention, also should be included in the protection domain of the present invention, and be contained in this with way of reference.
More preferably, said expansion recommendation incident comprises said first webpage of recommendation in the instant communication message; Wherein, said incident relevant information comprises recommendation user grade in the instantaneous communication system under said instant communication message of said instant communication message.Particularly; When expansion recommendation incident comprises when recommending this first webpage in the instant communication message; In step S3,1 the recommendation user grade in the instantaneous communication system under this instant communication message of updating the equipment according to this instant communication message, confirm this first webpage first authority value.For example; When the user when carrying out instant messaging with other users; This user comprises this first webpage in the instant communication message of its transmission, promptly be regarded as taking place the expansion recommendation incident of first webpage this moment, according to the grade of this user in this instantaneous communication system; As 2 grades, first authority's value of 1 definite this first webpage of updating the equipment is 2.Those skilled in the art will be understood that the mode of above-mentioned definite first authority's value is merely for example; Other existing or modes of confirming first authority's value that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
At this, need to prove that each item numerical value in giving an example only supplies to understand the present invention, the True Data during not as practical application as the example of illustration.If no special instructions, the function of other local numerical value that occur is identical with here among this paper, for for simplicity, repeat no more,
More preferably, the said expansion incident of recommending comprises that also the user collects said first webpage; Wherein, said incident relevant information comprises that the user collects mode.Particularly, when expansion recommendation incident comprises that the user collects this first webpage, in step S3, update the equipment and 1 collect mode, confirm first authority's value of this first webpage according to the user.For example, with the browser collection respectively of user's collection mode, website collection and network profile collection, its first corresponding respectively authority's value is 1,2,3; When the user collected this first webpage in browser, first authority's value of 1 definite this first webpage of updating the equipment was 1; When collecting this first webpage in the website of user under first webpage, first authority's value of 1 definite this first webpage of updating the equipment is 2; When the user collected this first webpage in network profile, first authority's value of 1 definite this first webpage of updating the equipment was 3.Those skilled in the art will be understood that above-mentioned user collects mode and confirms that the mode of first authority's value is merely for example; The mode that other users existing or that possibly occur from now on collect mode or confirm first authority's value is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
More preferably, the said expansion incident of recommending also comprises said first webpage of issue in the community network; Wherein, said incident relevant information comprises the class information that said first webpage place releases news.Particularly; When expansion recommendation incident comprises in the community network this first webpage of issue; In step S3; 1 class information that releases news according to this first webpage place of updating the equipment such as the grade of issue user in this community network, good friend's number etc., is confirmed first authority's value of this first webpage.At this, said releasing news includes but not limited to daily record, changes card, form such as shares.For example, the user comprises the URL of first webpage in the commentaries on classics card of community network, updates the equipment 1 according to the grade of this issue user in this community network, as 3 grades, confirms that first authority's value of this first webpage is 3.Those skilled in the art will be understood that the mode of above-mentioned definite first authority's value is merely for example; Other existing or modes of confirming first authority's value that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Preferably, said class information includes but not limited to, below at least each:
1) the said grade of issue user in this community network that releases news;
2) the good friend number of the said issue user who releases news in this community network;
3) the said number of times of sharing that releases news in this community network;
4) the said quilt that releases news in this community network is read number;
5) the said answer number that releases news in this community network.
Particularly; The grade of issue user in this community network that releases news refers to the user gradation of this issue user in this community network; This grade shows that this user uses the time and/or the participation of this community network, and it is of a specified duration more that for example this user uses the time of this community network, and grade is just high more; Correspondingly, first authority's value of first webpage of this user's issue is also high more.Good friend numerical table bright this issue user active degree in this community network and the certain prestige degree of the issue user who releases news in this community network, for example good friend's number is many more, and first authority's value of first webpage of this user's issue accordingly is also high more.Release news the number of times that number of times refers to that this releases news and in this community network, is shared by other users of sharing in this community network, it is many more that this shares number of times, and first authority's value of first webpage that comprises during this releases news accordingly is also high more.The quilt that releases news in this community network is read the number of times that number refers to that this releases news and in this community network, is read by other users, and it is high more that this is read number, and first authority's value of first webpage that comprises during this releases news accordingly is also high more.The answer number that releases news in this community network refers to the number of times that this releases news and in this community network, is replied by other users, and this answer number is high more, and first authority's value of first webpage that comprises during this releases news accordingly is also high more.Art technology will be understood that above-mentioned every class information not only can confirm first authority's value of first webpage separately, and the first authoritative value of first webpage is confirmed in the back that can also mutually combine in order to weighting.Those skilled in the art will be understood that also above-mentioned class information is merely for example, and other class informations existing or that possibly occur from now on also should be included in the protection domain of the present invention, and be contained in this with way of reference as applicable to the present invention.
More preferably, the said expansion incident of recommending comprises that also other webpages reprint the content of said first webpage; Wherein, said incident relevant information comprises the network attribute of said other webpages.Particularly; When expansion recommendation incident comprises that other webpages are reprinted the content of this first webpage; In step S3; 1 network attribute according to this reprinting webpage of updating the equipment such as authority's value of reprinting webpage, reprint the degree of correlation of webpage and this first webpage etc., is confirmed the first authoritative value of this first webpage.For example; Other webpages are reprinted the content of this first webpage; The network attribute of this reprinting webpage comprises: authority's value of this reprinting webpage is 4, and the degree of correlation of this reprinting webpage and this first webpage is 7, and respective weights is 0.4 and 0.6 respectively; In view of the above, update the equipment 1 confirm this first webpage first authority value=4*0.4+7*0.6=5.8.Those skilled in the art will be understood that the mode of above-mentioned definite first authority's value is merely for example; Other existing or modes of confirming first authority's value that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
Preferably, said network attribute includes but not limited to, below at least each:
Authority's value of-said other webpages;
The degree of correlation of-said other webpages and said first webpage;
The generation time of-said other webpages.
Particularly, authority's value of other webpages can be obtained from the index information storehouse of search engine server, and these other webpages can be considered the reference page of first webpage, can its authority's value directly be given first authority's value of first webpage.The degree of correlation of other webpages and this first webpage comprises whether the content degree of correlation, other webpages and this first webpage of other webpages and this first webpage belong to same website, other webpages and this first webpage and whether belong to website of the same type etc.; This degree of correlation is high more, and first of this first webpage authority's value is also high more accordingly.The generation time of other webpages is more late, shows that the content of this first webpage is active more, and first of this first webpage authority's value is also high more accordingly.Art technology will be understood that above-mentioned every network attribute not only can confirm first authority's value of first webpage separately, and the first authoritative value of first webpage is confirmed in the back that can also mutually combine in order to weighting.Those skilled in the art will be understood that also above-mentioned network attribute is merely for example, and other network attributes existing or that possibly occur from now on also should be included in the protection domain of the present invention, and be contained in this with way of reference as applicable to the present invention.
Need to prove that it is not mutually exclusive that incident is recommended in the expansion of above-mentioned first webpage, but can occur jointly; For example; First webpage both can be recommended in instant communication message, also can be published in simultaneously in the community network, can also be reprinted its content by other webpages simultaneously.Expansion recommendation incident according to different is given different weights, and first authority's value of corresponding first webpage is confirmed in weighting.For example; Recommending the weight of first webpage in the instant communication message is 0.1, and the weight that the user collects first webpage is 0.2, and the weight of issue first webpage is 0.3 in the community network; The weight that other webpages are reprinted the content of first webpage is 0.4; Suppose that when the above-mentioned expansion incident of recommending took place simultaneously, corresponding authority's value was respectively 3,4,5,6, draw first authority value=0.1*3+0.2*4+0.3*5+0.4*6=5 of first webpage in view of the above.
(with reference to Fig. 1) in a preferred embodiment, this process also comprises step S5 (not shown), in step S5, updates the equipment 1 according to said expansion recommendation incident, confirms the reference weight of the said relatively current authority's value of said first authority's value; Subsequently, in step S4, update the equipment 1, and combine saidly, upgrade said current authoritative value with reference to weight also according to said first authority's value.Particularly, in step S5, update the equipment 1, confirm corresponding first webpage, first authority's value reference weight of the current authority of this first webpage value relatively according to different expansion recommendation incidents; Subsequently, in step S4, update the equipment 1, and combine and to upgrade current authority's value of this first webpage with reference to weight also according to this first authority value.For example; Update the equipment 1 according to different expansion recommendation incidents; Confirm corresponding first webpage, first authority's value reference weight of the current authority of this first webpage value relatively; Reference weight as recommending the corresponding current relatively authority of the first authority's value value of first webpage in the instant communication message is 0.1, and the reference weight that the user collects the corresponding current relatively authority of the first authority's value value of first webpage is 0.2, and the reference weight of the current relatively authority of the first authority's value value that issue first webpage is corresponding in the community network is 0.3; The reference weight that other webpages are reprinted the corresponding current relatively authoritative value of first authority's value of the content of first webpage is 0.4; If have only an expansion recommendation incident, collect first webpage like the user, then update the equipment and 1 confirm with reference to weight to be 0.2; If being arranged, a plurality of expansions recommend incident; As recommending first webpage, user to collect issue first webpage in first webpage and the community network in the instant communication message; Be respectively 0.1,0.2 and 0.3 with reference to weight accordingly; These weights are got average, update the equipment 1 obtain first authority's value of first webpage reference weight=(0.1+0.2+0.3)/3=0.2; Subsequently, update the equipment 1, upgrade current authority's value of this first webpage also according to first authority's value of this first webpage and with reference to weight.Those skilled in the art will be understood that also above-mentioned definite mode with reference to weight is merely for example; Other definite modes with reference to weight existing or that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
(with reference to Fig. 1) in a further advantageous embodiment, this process also comprises step S6 (not shown), in step S6, updating the equipment 1 is mapped as the virtual importing link of said first webpage with said expansion recommendation incident; Said first authority's value is mapped as the conduction authority value of said virtual importing link; Subsequently, in step S4, update the equipment 1, import the conduction authority value of link, carry out the webpage sort algorithm, to upgrade said current authoritative value in conjunction with other of said first webpage also according to said conduction authority value.Particularly, in step S6, update the equipment and 1 will expand the recommendation incident at every turn and be mapped as the virtual importing link of of first webpage, this first webpage is mapped as the authoritative value of conduction that this virtual importing links corresponding to first authority's value of this expansion recommendation incident; Subsequently; In step S4; Update the equipment 1 also according to this conduction authority value, import the conduction authority value of link, execution webpage sort algorithm in conjunction with other of this first webpage; Such as pagerank algorithm, HITS algorithm, trust exponent algorithm (TrustRank) etc., to upgrade current authority's value of this first webpage.For example; Suppose that expansion recommendation incident is to recommend first webpage in the instant communication message; Update the equipment and 1 will expand the recommendation incident and be mapped as the virtual importing link of of this first webpage; And this first webpage is mapped as the conduction authority value of this virtual importing link corresponding to first authority's value of this expansion recommendation incident, update the equipment 1 according to this conduction authority value, the authoritative value of conduction that links based on other importings of page link relation in conjunction with this first webpage; Carry out the pagerank algorithm, to upgrade current authority's value of this first webpage.The mode that those skilled in the art also will be understood that above-mentioned webpage sort algorithm and upgrade current authority value is merely gives an example; Other webpage sort algorithms existing or that possibly occur from now on or the mode of upgrading current authority value are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
To those skilled in the art, obviously the invention is not restricted to the details of above-mentioned example embodiment, and under the situation that does not deviate from spirit of the present invention or essential characteristic, can realize the present invention with other concrete form.Therefore; No matter from which point; All should regard embodiment as exemplary; And be nonrestrictive, scope of the present invention is limited accompanying claims rather than above-mentioned explanation, therefore is intended to the implication of the equivalents that drops on claim and all changes in the scope are included in the present invention.Should any Reference numeral in the claim be regarded as limit related claim.In addition, obviously other unit or step do not got rid of in " comprising " speech, and odd number is not got rid of plural number.A plurality of unit of stating in system's claim or device also can be realized through software or hardware by a unit or device.The first, the second word such as grade is used for representing title, and does not represent any specific order.
Claims (20)
1. one kind by the computer implemented method that is used for recommending based on expansion event update webpage authority value, and wherein, this method may further comprise the steps:
A obtains authority's value first webpage to be updated;
B obtains the expansion of said first webpage and recommends incident;
C confirms first authority's value of said first webpage according to the incident relevant information of said expansion recommendation incident;
D upgrades current authority's value of said first webpage according to said first authority's value.
2. method according to claim 1, wherein, said expansion recommendation incident comprise following at least each:
Recommend said first webpage in the-instant communication message;
-user collects said first webpage;
Said first webpage of issue in the-community network;
-other webpages are reprinted the content of said first webpage.
3. method according to claim 2, wherein, said expansion recommendation incident comprises recommends said first webpage in the instant communication message;
Wherein, said incident relevant information comprises recommendation user grade in the instantaneous communication system under said instant communication message of said instant communication message.
4. according to claim 2 or 3 described methods, wherein, the said expansion incident of recommending comprises that also the user collects said first webpage;
Wherein, said incident relevant information comprises that the user collects mode.
5. according to each described method in the claim 2 to 4, wherein, the said expansion incident of recommending also comprises said first webpage of issue in the community network;
Wherein, said incident relevant information comprises the class information that said first webpage place releases news.
6. method according to claim 5, wherein, said class information comprise following at least each:
-said the grade of issue user in this community network that releases news;
The good friend number of-said issue user who releases news in this community network;
-said the number of times of sharing that releases news in this community network;
-said the quilt that releases news in this community network is read number;
-said answer the number that releases news in this community network.
7. according to each described method in the claim 2 to 6, wherein, the said expansion incident of recommending comprises that also other webpages reprint the content of said first webpage;
Wherein, said incident relevant information comprises the network attribute of said other webpages.
8. method according to claim 7, wherein, said network attribute comprise following at least each:
Authority's value of-said other webpages;
The degree of correlation of-said other webpages and said first webpage;
The generation time of-said other webpages.
9. according to each described method in the claim 1 to 8, wherein, this method also comprises:
-recommend incident according to said expansion, confirm the reference weight of the said relatively current authority's value of said first authority's value;
Wherein, said steps d also comprises:
-according to the said first authority value, and combine saidly with reference to weight, upgrade said current authority's value.
10. according to each described method in the claim 1 to 9, wherein, this method also comprises:
-said expansion recommendation incident is mapped as the virtual importing link of said first webpage;
-said first authority's value is mapped as the conduction authority value that said virtual importing links;
Wherein, said steps d also comprises:
-according to said conduction authority value, import the conduction authority value of link in conjunction with other of said first webpage, carry out the webpage sort algorithm, to upgrade said current authority's value.
11. an equipment that is used for recommending based on expansion event update webpage authority value, wherein, this equipment comprises:
First deriving means is used to obtain authority's value first webpage to be updated;
Second deriving means, incident is recommended in the expansion that is used to obtain said first webpage;
Confirm device, be used for recommending the incident relevant information of incident, confirm first authority's value of said first webpage according to said expansion;
Updating device is used for upgrading current authority's value of said first webpage according to said first authority's value.
12. equipment according to claim 11, wherein, said expansion recommendation incident comprise following at least each:
Recommend said first webpage in the-instant communication message;
-user collects said first webpage;
Said first webpage of issue in the-community network;
-other webpages are reprinted the content of said first webpage.
13. equipment according to claim 12, wherein, said expansion recommendation incident comprises recommends said first webpage in the instant communication message;
Wherein, said incident relevant information comprises recommendation user grade in the instantaneous communication system under said instant communication message of said instant communication message.
14. according to claim 12 or 13 described equipment, wherein, the said expansion incident of recommending comprises that also the user collects said first webpage;
Wherein, said incident relevant information comprises that the user collects mode.
15. according to each described equipment in the claim 12 to 14, wherein, the said expansion incident of recommending also comprises said first webpage of issue in the community network;
Wherein, said incident relevant information comprises the class information that said first webpage place releases news.
16. equipment according to claim 15, wherein, said class information comprise following at least each:
-said the grade of issue user in this community network that releases news;
The good friend number of-said issue user who releases news in this community network;
-said the number of times of sharing that releases news in this community network;
-said the quilt that releases news in this community network is read number;
-said answer the number that releases news in this community network.
17. according to each described equipment in the claim 12 to 16, wherein, the said expansion incident of recommending comprises that also other webpages reprint the content of said first webpage;
Wherein, said incident relevant information comprises the network attribute of said other webpages.
18. equipment according to claim 17, wherein, said network attribute comprise following at least each:
Authority's value of-said other webpages;
The degree of correlation of-said other webpages and said first webpage;
The generation time of-said other webpages.
19. according to each described equipment in the claim 11 to 18, wherein, this equipment comprises that also weight confirms device, said weight confirms that device is used for:
-recommend incident according to said expansion, confirm the reference weight of the said relatively current authority's value of said first authority's value;
Wherein, said updating device also is used for:
-according to the said first authority value, and combine saidly with reference to weight, upgrade said current authority's value.
20. according to each described equipment in the claim 12 to 19, wherein, this equipment also comprises mapping device, said mapping device is used for:
-said expansion recommendation incident is mapped as the virtual importing link of said first webpage;
-said first authority's value is mapped as the conduction authority value that said virtual importing links;
Wherein, said updating device also is used for:
-according to said conduction authority value, import the conduction authority value of link in conjunction with other of said first webpage, carry out the webpage sort algorithm, to upgrade said current authority's value.
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| CN201010620019.8A CN102541947B (en) | 2010-12-31 | 2010-12-31 | Method and equipment for updating authority score of webpage based on friefox event |
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| CN201010620019.8A CN102541947B (en) | 2010-12-31 | 2010-12-31 | Method and equipment for updating authority score of webpage based on friefox event |
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