CN102651025A - Method and equipment for positioning published information in network community - Google Patents
Method and equipment for positioning published information in network community Download PDFInfo
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- CN102651025A CN102651025A CN2012100960562A CN201210096056A CN102651025A CN 102651025 A CN102651025 A CN 102651025A CN 2012100960562 A CN2012100960562 A CN 2012100960562A CN 201210096056 A CN201210096056 A CN 201210096056A CN 102651025 A CN102651025 A CN 102651025A
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Abstract
The invention aims to provide a method and equipment for positioning published information in a network community. The method comprises the following steps of: according to the related information of the published information in the network community, determining the importance of the published information, and according to the importance of the published information, determining the position of the published information in the network community on the basis of a preset positioning rule; determining the importance of the published information by combining a plurality of judgment factors, such as a publishing way of the published information, the feedback information of the published information of a user, and self value of the published information, so that the published information is positioned in the network community; and further perfecting a positioning mechanism of the published information. When a large amount of information is published in the network community in a short time, published information which has high importance, but is not timely fed back by the user is not submerged by the large amount of published information, and the publishing effect of the published information is improved.
Description
Technical field
The present invention relates to Internet technical field, relate in particular to a kind of technology of positioning releasing news in Web Community of being used for.
Background technology
In the prior art, generally, confirm the said position that releases news in Web Community according to the time attribute of user to the feedback that releases news; Location mechanism is comparatively single; Can not like user's evaluation, information published method etc., confirm the importance degree that releases news according to the relevant information that releases news; Promptly not with the importance degree that releases news as the condition that releasing news in the Web Community positioned; Thereby in Web Community in the short time under the situation of issue bulk information, make some importance degree height but user not in time releasing news of feedback be submerged, reduce the distribution effect that releases news.
Therefore, how in Web Community, positioning releasing news effectively, is one of present problem demanding prompt solution.
Summary of the invention
The purpose of this invention is to provide a kind of method and apparatus of positioning releasing news in Web Community of being used for.
According to an aspect of the present invention, a kind of method of positioning releasing news in Web Community of being used for is provided, this method may further comprise the steps:
A confirms the said importance degree that releases news according to the relevant information that releases news in the said Web Community;
B is according to the said value degree that releases news, and based on predetermined locating rule, confirms the said position that releases news in said Web Community.
According to a further aspect in the invention, a kind of equipment of positioning releasing news in Web Community of being used for is provided also, this equipment comprises:
First confirms device, is used for the relevant information that releases news according to said Web Community, confirms the said importance degree that releases news;
Second confirms device, is used for the value degree that releases news according to said, and based on predetermined locating rule, confirms the said position that releases news in said Web Community.
Compared with prior art; According to the relevant information that releases news in the Web Community, confirm the said importance degree that releases news among the present invention, then according to the said importance degree that releases news; And, confirm the said position that releases news in said Web Community based on predetermined locating rule; The published method that is about to release news, user combine to the feedback information that releases news, a plurality of factor of judgment such as self-value that release news, and with the importance degree of confirming to release news, thereby in Web Community, position releasing news; The further perfect location mechanism that releases news; When issuing at short notice in the Web Community under the situation of bulk information, importance degree height and user not in time releasing news of feedback can not flooded by releasing news in a large number, improve the distribution effect that releases news.
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 equipment synoptic diagram that positions releasing news in Web Community of being used for according to one aspect of the invention;
Fig. 2 illustrates the equipment synoptic diagram that positions releasing news in Web Community of being used in accordance with a preferred embodiment of the present invention;
Fig. 3 illustrates the method flow diagram that positions releasing news in Web Community of being used for according to a further aspect of the present invention
Fig. 4 illustrates the method flow diagram that positions releasing news in Web Community of being used in accordance with a preferred embodiment 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 illustrates the equipment synoptic diagram that positions releasing news in Web Community of being used for according to one aspect of the invention.
At this; Said positioning equipment 1 is the network equipment; It comprises a kind of can be according to prior setting or instructions stored; Automatically carry out the electronic equipment of numerical evaluation and information processing, its hardware includes but not limited to microprocessor, special IC (ASIC), programmable gate array (FPGA), digital processing unit (DSP), embedded device etc.The said network equipment includes but not limited to the cloud that computing machine, network host, single network server, a plurality of webserver collection or a plurality of server constitute.At this, cloud is by constituting based on the great amount of calculation machine of cloud computing (Cloud Computing) or the webserver, and wherein, cloud computing is a kind of of Distributed Calculation, a super virtual machine of being made up of the loosely-coupled computing machine collection of a group.
At this, the equipment that is used for the data message of storage networking community according to the present invention can be to communicate the separate equipment that is connected with positioning equipment 1 through network, includes but not limited to common computer, server, main frame etc.; Also can be to be integral with positioning equipment 1, for for simplicity, below be that example is described to be integral with positioning equipment 1.
As shown in Figure 1, positioning equipment 1 comprises that first confirms device 111 and second definite device 112.
Followingly come 1 pair of the positioning equipment process that positions that releases news is described in detail with reference to Fig. 1.
At first, first definite device 111 is confirmed the said importance degree that releases news according to the relevant information that releases news in the said Web Community.
At this, the said relevant information that releases news include but not limited to following each:
1) from user's feedback information to releasing news;
2) the information published method that releases news;
3) the predetermined value that releases news.
At this, the characteristic manner of the said importance degree that releases news include but not limited to following each:
1) importance degree scoring;
2) importance degree grade.
At this, the mode of the said importance degree of confirming to release news include but not limited to following each:
1) comprises feedback information when the relevant information that releases news to releasing news from least one user; Then, confirm the importance degree that this releases news according to this feedback information; These concrete implementations will detail in following embodiment;
2) comprise the information published method that releases news when the relevant information that releases news; Then, confirm the importance degree that this releases news according to this information published method that releases news;
At this, said information published method include but not limited to following each:
-plain text mode;
-Tu sheet mode;
-multimedia mode;
The embedded application mode of-page.
3) according to the predetermined value that releases news, confirm the importance degree that this releases news.
In an example, positioning equipment 1 passes through such as media such as buses, based on the internal communication protocol using of agreement; Obtain a certain releasing news in the Web Community, then, read and resolve the making language document that this releases news; Like html file etc.; Obtaining content distributed that this comprises in releasing news, thereby confirm its information published method, for example resolve this html file that releases news and comprise webpage embedded application in releasing news to obtain this; Then first confirms device 111 according to this information published method, and based on predetermined first importance degree rule, confirms the importance degree score value that this releases news; Wherein, The pairing importance degree score value of every kind of information published method that the said first predetermined importance degree rule comprises in illustrating and releasing news; And predetermined when when releasing news in, comprising multiple information published method, can every kind of pairing importance degree score value of information published method be added and calculates with definite this importance degree score value that releases news.At this, said internal communication protocol using includes but not limited to be present in the various forms communication in the computing machine, for example: the communication protocol in the OOP between the object; Message transmission protocol in the operating system between distinct program or the computing machine disparate modules.
Preferably; Can also N dimension of the relevant information that releases news be combined, be about to from the user to the feedback information that releases news, the information published method that releases news, and the predetermined value that releases news combines; The release news importance degree definite respectively according to this N dimension; And the different weights of this N dimension, carry out weighted calculation, with the importance degree of confirming to release news; For example, as shown in the formula 1) shown in:
I＝∑Idi*Wdi 1)
Wherein:
I is the importance degree that releases news;
Idi is the importance degree score value that releases news that i dimension confirmed, Wdi is the weight of this dimension, wherein i=1 to N.
In an example,, be 6 according to its importance degree score value of confirming that releases news when the weight to the feedback information that releases news from the user is 0.5; The weight of the information published method that releases news is 0.3, is 8 according to its importance degree score value of confirming that releases news; The weight of the predetermined value that releases news is 0.2, is 7 according to its importance degree score value of confirming that releases news, and utilizes following formula 1), weighted calculation be 6.8 to obtain weighted results (=0.5*6+0.3*8+0.2*7), confirm that promptly the importance degree score value that releases news is 6.8.
At this, need to prove that each item numerical value in the 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, repeats no more.
Those skilled in the art will be understood that the mode of the above-mentioned importance degree of confirming to release news is merely for example; The mode of other existing or importance degrees that confirming of possibly occurring from now on releases news 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.
Then, second confirms the importance degree that releases news that device 112 is confirmed according to first definite device 111, and based on predetermined locating rule, confirms the said position that releases news in said Web Community.
At this, said predetermined locating rule illustrates each importance degree score value that releases news and pairing position in Web Community thereof.
In an example, predetermined locating rule comprises:
-when the importance degree score value greater than predetermined maximum score value threshold value, then confirm to release news in Web Community the position for put the top position;
-to be scheduled to when the importance degree score value in the interval of largest score threshold value and minimum score value threshold value, the position of then confirming to release news in Web Community is preceding predetermined value ranking;
-when the importance degree score value less than predetermined minimum score value threshold value, then according to the feedback time attribute of user, confirm this position in Web Community that releases news to releasing news;
For example, a certain importance degree score value that releases news is 9, and promptly greater than predetermined maximum score value threshold value 8, then the position is pushed up for putting in second definite device, 112 definite positions that this releases news in Web Community.
Those skilled in the art will be understood that the mode of the above-mentioned position of confirming to release news is merely for example; Other existing or modes that possibly occur confirming really the position that releases news 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, first confirms that between device 111 and the second definite device 112 be to work continuously.Particularly, first definite device 111 is confirmed the said importance degree that releases news constantly according to the relevant information that releases news in the said Web Community; Second confirms device 112 also constantly according to the said value degree that releases news, and based on predetermined locating rule, confirms the said position that releases news in said Web Community.At this; It will be understood by those skilled in the art that " continuing " is meant that each device constantly carries out confirming of the confirming of the above-mentioned importance degree that releases news and the position that releases news; Until satisfying predetermined stoppage condition, for example first confirms that device 111 stops confirming the importance degree that releases news in a long time.
Consult Fig. 1, in a preferred embodiment of the invention, when the said relevant information that releases news comprise from least one user to the said feedback information that releases news; Then first definite device 111 is confirmed the said importance degree that releases news according to said feedback information.
At this, said feedback information include but not limited to following each:
1) return information of at least one user to releasing news; Be that the user is directed against a certain return information that releases news through the subscriber equipment input, and this return information is distributed to this Web Community; Wherein, said evaluation information comprises front evaluation information and negative evaluation information, can characterize with estimating keyword respectively; For example, available positive keyword or a negative evaluation keyword front evaluation information of sign or negative evaluation information estimated;
2) the favorable comment operation of at least one user to releasing news; For example, the user carries out the button of favorable comment to a certain release news click " top ", " praising ", " favorable comment " etc. through subscriber equipment;
3) the collection operation of at least one user to releasing news; For example, the user collects a certain releasing news to the network save room.
At this, said subscriber equipment includes but not limited to any electronic product that can carry out man-machine interaction through keyboard, telepilot, touch pad or voice-operated device with the user, for example computing machine, smart mobile phone, PDA, game machine or IPTV etc.
At this; Can realize communicating by letter through any communication mode between positioning equipment 1 and the subscriber equipment; Include but not limited to, based on the mobile communication of 3GPP, LTE, WIMAX, based on the computer network communication of TCP/IP, udp protocol and based on the low coverage wireless transmission method of bluetooth, infrared transmission standard.
In an example, at first, subscriber equipment is through detecting the user to the I that releases news in the Web Community
1The clicking operation of button " top ", obtain the user to the I that releases news
1Carry out favorable comment operation, and this favorable comment operation is sent to positioning equipment 1, for example, can it be encapsulated as the http request message and through being sent to positioning equipment 1 such as http, https communication protocol; Then, positioning equipment 1 receives this request message through the mode of real-time listening, and then through resolving this request message to obtain the user to the I that releases news
1Favorable comment operation; Then first confirms device 111 according to this favorable comment operation, based on predetermined second importance degree rule, and the importance degree score value of the I that confirms to release news; Wherein, The said second predetermined importance degree rule comprises the mapping table of user to the various feedback informations importance degree score value pairing with it that release news; First definite device 111 is inquired about in this mapping table according to this favorable comment operation, can confirm the importance degree score value that it is corresponding.
Preferably, can also at least one user be combined to three dimensions of the feedback information that releases news, i.e. return information, favorable comment operation, and the collection operation combines, with the importance degree of confirming that releases news; For example,, add and calculate, obtain to add and be the importance degree that releases news with the result according to the importance degree that releases news that these three dimensions are confirmed respectively; And when the user carries out repeatedly front return information and/or repeatedly favorable comment operation and/or repeatedly during the collection operation to releasing news; Can each front return information and/or each negative return information and/or each favorable comment operation and/or the pairing importance degree score value of each collection operation be added according to the repetitive operation number of times and calculate; To confirm this importance degree score value that releases news; Wherein, the pairing importance degree score value of said negative return information is a negative; As shown in the formula 2) shown in:
I＝Ip*Np+In*Nn+Ig*Ng+Ic*Nc 2)
Wherein:
I is the importance degree score value that releases news;
Ip is the pairing importance degree score value of front return information;
Np is the positive number of times of replying;
In is the pairing importance degree score value of negative return information;
Nn is negative answer number of times;
Ig is that favorable comment is operated pairing importance degree score value;
Ng is the favorable comment number of times;
Ic is the pairing importance degree score value of collection operation;
Nc is the collection number of times.
For example; It is 3 that the second predetermined importance degree rule illustrates the corresponding importance degree score value of front return information that the user carries out releasing news; The importance degree score value that negative return information is corresponding be-3, the favorable comment operation corresponding the importance degree score value be 2, collection operation correspondence the importance degree score value be 1; When a plurality of users carry out 2 positive answer, 1 negative answer, 4 favorable comments operations and 5 collection operations to a certain releasing news, utilize following formula 2) add and calculate, be 16 (=3*2+ (3) * 1+2*4+1*5) with definite this importance degree score value that releases news.
Those skilled in the art will be understood that the mode of the above-mentioned importance degree of confirming to release news is merely for example; The mode of other existing or importance degrees that confirming of possibly occurring from now on releases news 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.
Fig. 2 illustrates the equipment synoptic diagram that positions releasing news in Web Community of being used in accordance with a preferred embodiment of the present invention.Wherein, first confirms that device 211 comprises extraction unit 2111 and the 3rd definite unit 2112.
At this; In the positioning equipment shown in Fig. 21 second confirms that the performed function of device 212 and operation and front are identical with reference to the content of performed function of the definite device of Fig. 1 described second 112 and operation; For for simplicity, it is contained in this with way of reference, do not give unnecessary details and do not do.
Particularly, 2111 pairs of return informations that release news of extraction unit carry out semanteme identification, for example through the natural language analysis rule return information are analyzed identification, to extract this evaluation information in releasing news; The 3rd confirms the evaluation information of unit 2112 according to extraction unit 2111 extractions, confirms the importance degree that this releases news; Wherein, Said natural language analysis rule mean through this natural language analysis rule realize man-machine between the communication of natural language; Promptly realize the understanding of computing machine to natural language, it can be realized through OpenNLP, FudanNLP, Standford NLP, language technology platform natural language processing instruments such as (LTP).
In an example; Extraction unit 2111 is through regular such as natural language analysises such as sentence cutting, part part-of-speech tagging, title extraction, chunk, parsings; The return information that releases news is carried out semanteme identification; Thereby extract this front evaluation information in releasing news, with positively estimate keyword " useful ", " thanks " characterizes; The 3rd confirms that unit 2112 based on predetermined second importance degree rule, confirms a front or negative evaluation information, i.e. the corresponding importance degree score value of a front or negative evaluation keyword, and add and calculate, to obtain the importance degree score value that this releases news.
Those skilled in the art will be understood that the mode of said extracted evaluation information and/or the mode of the importance degree confirming to release news is merely for example; The mode of the importance degree that the mode of other extraction evaluation informations existing or that possibly occur from now on and/or confirm releases news 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.
Consult Fig. 1, in a preferred embodiment of the invention, positioning equipment 1 also comprises the first deriving means (not shown); Wherein, first deriving means obtains said at least one user's user gradation information; Wherein, first definite device 111 in conjunction with said at least one user's user gradation information, is confirmed the said importance degree that releases news according to said feedback information.
At this, said user gradation means the class information of this definite user of multinomial factors such as the time length of being registered in this Web Community according to the user by system, the number of times of posting, notice's content quality in this Web Community; Wherein, user gradation is high more to show that this user's credit worthiness is high more, so high more from this user's at least the weight to the feedback information that releases news; For example, predesignated subscriber grade weight rule is more than 10 grades for user gradation, and then the weight from this user's feedback information is 0.8; When user gradation is 9 grades to 7 grades; Then the weight from this user's feedback information is 0.6, and when user gradation was 6 grades to 4 grades, then the weight from this user's feedback information was 0.4; When user gradation was 3 grades to 1 grade, then the weight from this user's feedback information was 0.2.
At this, the mode of the importance degree of confirming to release news can be as shown in the formula 3) shown in:
I＝Ia*W 3)
Wherein:
I is the importance degree score value that releases news;
Ia is user's the corresponding importance degree score value of whole feedback informations, and W is the weight of this user's feedback information.
In an example; First deriving means is according to the identification information of user U1, user U2 and user U3; Like id information; The application programming interfaces (API) that provide through positioning equipment 1 carry out matching inquiry at the network data base of positioning equipment 1, with obtain with the corresponding user gradation information of these three users' identification information be 11 grades, 8 grades and 1 grade; Wherein, said network data base comprises user's identification information and corresponding user gradation information thereof; It comprises relational database, Key-Value storage system or file system etc.; When the second predetermined importance degree rule illustrates the corresponding importance degree score value of front return information that the user carries out releasing news is 3; The importance degree score value that negative return information is corresponding is-3; Favorable comment operation corresponding the importance degree score value be 2, the collection operation corresponding the importance degree score value be 1, and user U1 carries out 1 favorable comment operation to a certain releasing news; User U2 releases news to this and carries out 1 collection operation; And user U3 releases news when carrying out once negative evaluation to this, and first confirms device 111 according to second importance degree rule that should be predetermined, and combines this predesignated subscriber's grade weight rule; Utilize following formula 3) add and calculate, to confirm that this importance degree score value that releases news is 1.6 (=2*1*0.8+1*1*0.6+ (3) * 1*0.2).
Those skilled in the art will be understood that the mode of the above-mentioned importance degree that obtains the mode of user gradation information and/or confirm to release news is merely for example; The mode of the importance degree that other existing or modes of obtaining user gradation information that possibly occur from now on and/or confirm release news 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.
Consult Fig. 1, in another preferred embodiment of the present invention, positioning equipment 1 also comprises the second deriving means (not shown); Wherein, first definite device 111 is confirmed the said importance degree that releases news according to the relevant information that releases news in the said Web Community; Second deriving means obtains the said time attribute that releases news; Second confirms that device 112 is used for according to said importance degree that releases news and time attribute thereof, and based on predetermined locating rule, to confirm the said positional information that releases news in said Web Community.
At this, the said time attribute that releases news can be the creation-time that releases news, and also can be 1 pair of the generation equipment time tag set etc. that releases news.
At this, the creation-time that releases news in the generation equipment 1 is near more apart from the current time, and then the time weighting of this importance degree that releases news is high more; For example, schedule time weight rule is 1 hour for the creation-time that releases news apart from the current time, and then the time weighting of this importance degree of comprising of releasing news is 1; The creation-time that releases news is 1 day apart from the current time, and then the time weighting of this importance degree of comprising of releasing news is 0.5; The creation-time that releases news is 3 days apart from the current time, and then the time weighting of this importance degree of comprising of releasing news is 0.3.
In an example, first confirms three I that release news in device 111 definite Web Communities
2, I
3And I
4The importance degree score value be respectively 3,7,9; Second deriving means is 1 hour, 1 day and 3 days apart from the current time through extracting this 3 attribute informations that release news respectively to obtain its issuing time separately; Second confirms device 112 according to schedule time weight rule, and weighted calculation is to confirm the I that releases news
2The time weight result of importance degree score value be 3 (=3*1), to the I that releases news
3The time weight result of importance degree score value be 3.5 (=7*0.5) and to the I that releases news
4The time weight result of importance degree score value be 2.7 (=9*0.3); Subsequently, can judge the I that releases news according to predetermined locating rule
3The time weight result of importance degree score value greater than predetermined maximum score value threshold value (3.5＞3.3), then confirm the I that releases news
3Position in Web Community is for putting the position, top; Judge the I that releases news
2The time weight result of importance degree score value in the interval of predetermined largest score threshold value and minimum score value threshold value (3.3＞3＞2.8), then confirm the I that releases news
2Position in Web Community is before the ranking 10; Judge the I that releases news
4The time weight result of importance degree score value less than predetermined minimum score value threshold value (2.7＜2.8), then according to the user to the I that releases news
4The feedback time attribute, confirm its position in Web Community.
Those skilled in the art will be understood that the mode of the above-mentioned positional information of obtaining the mode of the time attribute that releases news and/or confirming to release news is merely for example; The mode of the positional information that other existing or modes of obtaining the time attribute that releases news that possibly occur from now on and/or confirm release news 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.
Fig. 3 illustrates the method flow diagram that positions releasing news in Web Community of being used for according to one aspect of the invention.
At this; Said positioning equipment 1 is the network equipment; It comprises a kind of can be according to prior setting or instructions stored; Automatically carry out the electronic equipment of numerical evaluation and information processing, its hardware includes but not limited to microprocessor, special IC (ASIC), programmable gate array (FPGA), digital processing unit (DSP), embedded device etc.The said network equipment includes but not limited to the cloud that computing machine, network host, single network server, a plurality of webserver collection or a plurality of server constitute.At this, cloud is by constituting based on the great amount of calculation machine of cloud computing (Cloud Computing) or the webserver, and wherein, cloud computing is a kind of of Distributed Calculation, a super virtual machine of being made up of the loosely-coupled computing machine collection of a group.
At this, the equipment that is used for the data message of storage networking community according to the present invention can be to communicate the separate equipment that is connected with positioning equipment 1 through network, includes but not limited to common computer, server, main frame etc.; Also can be to be integral with positioning equipment 1, for for simplicity, below be that example is described to be integral with positioning equipment 1.
As shown in Figure 3, this process comprises step S301 and step S302.
Followingly come 1 pair of the positioning equipment process that positions that releases news is described in detail with reference to Fig. 3.
At first, in step S301, positioning equipment 1 is confirmed the said importance degree that releases news according to the relevant information that releases news in the said Web Community.
At this, the said relevant information that releases news include but not limited to following each:
1) from user's feedback information to releasing news;
2) the information published method that releases news;
3) the predetermined value that releases news.
At this, the characteristic manner of the said importance degree that releases news include but not limited to following each:
1) importance degree scoring;
2) importance degree grade.
At this, the mode of the said importance degree of confirming to release news include but not limited to following each:
1) comprises feedback information when the relevant information that releases news to releasing news from least one user; Then, confirm the importance degree that this releases news according to this feedback information; These concrete implementations will detail in following embodiment;
2) comprise the information published method that releases news when the relevant information that releases news; Then, confirm the importance degree that this releases news according to this information published method that releases news;
At this, said information published method include but not limited to following each:
-plain text mode;
-Tu sheet mode;
-multimedia mode;
The embedded application mode of-page.
3) according to the predetermined value that releases news, confirm the importance degree that this releases news.
In an example, positioning equipment 1 passes through such as media such as buses, based on the internal communication protocol using of agreement; Obtain a certain releasing news in the Web Community, then, read and resolve the making language document that this releases news; Like html file etc.; Obtaining content distributed that this comprises in releasing news, thereby confirm its information published method, for example resolve this html file that releases news and comprise webpage embedded application in releasing news to obtain this; Then in step S301, positioning equipment 1 is according to this information published method, and based on predetermined first importance degree rule, confirms the importance degree score value that this releases news; Wherein, The pairing importance degree score value of every kind of information published method that the said first predetermined importance degree rule comprises in illustrating and releasing news; And predetermined when when releasing news in, comprising multiple information published method, can every kind of pairing importance degree score value of information published method be added and calculates with definite this importance degree score value that releases news.At this, said internal communication protocol using includes but not limited to be present in the various forms communication in the computing machine, for example: the communication protocol in the OOP between the object; Message transmission protocol in the operating system between distinct program or the computing machine disparate modules.
Preferably; Can also N dimension of the relevant information that releases news be combined, be about to from the user to the feedback information that releases news, the information published method that releases news, and the predetermined value that releases news combines; The release news importance degree definite respectively according to this N dimension; And the different weights of this N dimension, carry out weighted calculation, with the importance degree of confirming to release news; For example, as shown in the formula 1) shown in:
I＝∑Idi*Wdi 1)
Wherein:
I is the importance degree that releases news;
Idi is the importance degree score value that releases news that i dimension confirmed, Wdi is the weight of this dimension, wherein i=1 to N.
In an example,, be 6 according to its importance degree score value of confirming that releases news when the weight to the feedback information that releases news from the user is 0.5; The weight of the information published method that releases news is 0.3, is 8 according to its importance degree score value of confirming that releases news; The weight of the predetermined value that releases news is 0.2, is 7 according to its importance degree score value of confirming that releases news, and utilizes following formula 1), weighted calculation be 6.8 to obtain weighted results (=0.5*6+0.3*8+0.2*7), confirm that promptly the importance degree score value that releases news is 6.8.
At this, need to prove that each item numerical value in the 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, repeats no more.
Those skilled in the art will be understood that the mode of the above-mentioned importance degree of confirming to release news is merely for example; The mode of other existing or importance degrees that confirming of possibly occurring from now on releases news 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.
Then, in step S302, positioning equipment 1 is according to its importance degree of in step S301, confirming that releases news, and based on predetermined locating rule, confirms the said position that releases news in said Web Community.
At this, said predetermined locating rule illustrates each importance degree score value that releases news and pairing position in Web Community thereof.
In an example, predetermined locating rule comprises:
-when the importance degree score value greater than predetermined maximum score value threshold value, then confirm to release news in Web Community the position for put the top position;
-to be scheduled to when the importance degree score value in the interval of largest score threshold value and minimum score value threshold value, the position of then confirming to release news in Web Community is preceding predetermined value ranking;
-when the importance degree score value less than predetermined minimum score value threshold value, then according to the feedback time attribute of user, confirm this position in Web Community that releases news to releasing news;
For example, a certain importance degree score value that releases news is 9, and promptly greater than predetermined maximum score value threshold value 8, then in step S302, the position is pushed up for putting in positioning equipment 1 definite position that this releases news in Web Community.
Those skilled in the art will be understood that the mode of the above-mentioned position of confirming to release news is merely for example; Other existing or modes that possibly occur confirming really the position that releases news 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, positioning equipment 1 is to work continuously in step S301 and step S302.Particularly, in step S301, positioning equipment 1 is confirmed the said importance degree that releases news constantly according to the relevant information that releases news in the said Web Community; In step S302, positioning equipment 1 is also constantly according to the said value degree that releases news, and based on predetermined locating rule, confirms the said position that releases news in said Web Community.At this; It will be understood by those skilled in the art that " continuing " is meant that positioning equipment 1 constantly carries out confirming of the confirming of the above-mentioned importance degree that releases news and the position that releases news in each step; Until satisfying predetermined stoppage condition, for example positioning equipment 1 stops confirming the importance degree that releases news in a long time.
Consult Fig. 3, in a preferred embodiment of the invention, when the said relevant information that releases news comprise from least one user to the said feedback information that releases news; Then in step S301, positioning equipment 1 is confirmed the said importance degree that releases news according to said feedback information.
At this, said feedback information include but not limited to following each:
1) return information of at least one user to releasing news; Be that the user is directed against a certain return information that releases news through the subscriber equipment input, and this return information is distributed to this Web Community; Wherein, said evaluation information comprises front evaluation information and negative evaluation information, can characterize with estimating keyword respectively; For example, available positive keyword or a negative evaluation keyword front evaluation information of sign or negative evaluation information estimated;
2) the favorable comment operation of at least one user to releasing news; For example, the user carries out the button of favorable comment to a certain release news click " top ", " praising ", " favorable comment " etc. through subscriber equipment;
3) the collection operation of at least one user to releasing news; For example, the user collects a certain releasing news to the network save room.
At this, said subscriber equipment includes but not limited to any electronic product that can carry out man-machine interaction through keyboard, telepilot, touch pad or voice-operated device with the user, for example computing machine, smart mobile phone, PDA, game machine or IPTV etc.
At this; Can realize communicating by letter through any communication mode between positioning equipment 1 and the subscriber equipment; Include but not limited to, based on the mobile communication of 3GPP, LTE, WIMAX, based on the computer network communication of TCP/IP, udp protocol and based on the low coverage wireless transmission method of bluetooth, infrared transmission standard.
In an example, at first, subscriber equipment is through detecting the user to the I that releases news in the Web Community
1The clicking operation of button " top ", obtain the user to the I that releases news
1Carry out favorable comment operation, and this favorable comment operation is sent to positioning equipment 1, for example, can it be encapsulated as the http request message and through being sent to positioning equipment 1 such as http, https communication protocol; Then, positioning equipment 1 receives this request message through the mode of real-time listening, and then through resolving this request message to obtain the user to the I that releases news
1Favorable comment operation; Then in step S301, positioning equipment 1 is according to this favorable comment operation, based on predetermined second importance degree rule, and the importance degree score value of the I that confirms to release news; Wherein, The said second predetermined importance degree rule comprises the mapping table of user to the various feedback informations importance degree score value pairing with it that release news; Positioning equipment 1 is inquired about in this mapping table according to this favorable comment operation, can confirm the importance degree score value that it is corresponding.
Preferably, can also at least one user be combined to three dimensions of the feedback information that releases news, i.e. return information, favorable comment operation, and the collection operation combines, with the importance degree of confirming that releases news; For example,, add and calculate, obtain to add and be the importance degree that releases news with the result according to the importance degree that releases news that these three dimensions are confirmed respectively; And when the user carries out repeatedly front return information and/or repeatedly favorable comment operation and/or repeatedly during the collection operation to releasing news; Can each front return information and/or each negative return information and/or each favorable comment operation and/or the pairing importance degree score value of each collection operation be added according to the repetitive operation number of times and calculate; To confirm this importance degree score value that releases news; Wherein, the pairing importance degree score value of said negative return information is a negative; As shown in the formula 2) shown in:
I＝Ip*Np+In*Nn+Ig*Ng+Ic*Nc 2)
Wherein:
I is the importance degree score value that releases news;
Ip is the pairing importance degree score value of front return information;
Np is the positive number of times of replying;
In is the pairing importance degree score value of negative return information;
Nn is negative answer number of times;
Ig is that favorable comment is operated pairing importance degree score value;
Ng is the favorable comment number of times;
Ic is the pairing importance degree score value of collection operation;
Nc is the collection number of times.
For example; It is 3 that the second predetermined importance degree rule illustrates the corresponding importance degree score value of front return information that the user carries out releasing news; The importance degree score value that negative return information is corresponding be-3, the favorable comment operation corresponding the importance degree score value be 2, collection operation correspondence the importance degree score value be 1; When a plurality of users carry out 2 positive answer, 1 negative answer, 4 favorable comments operations and 5 collection operations to a certain releasing news, utilize following formula 2) add and calculate, be 16 (=3*2+ (3) * 1+2*4+1*5) with definite this importance degree score value that releases news.
Those skilled in the art will be understood that the mode of the above-mentioned importance degree of confirming to release news is merely for example; The mode of other existing or importance degrees that confirming of possibly occurring from now on releases news 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.
The method flow that is used for positioning releasing news in Web Community that Fig. 4 illustrates in accordance with a preferred embodiment of the present invention is intended to.Wherein, step S401 also comprises step S4011 and step S4012.
At this; In the positioning equipment shown in Fig. 41 in step S402 performed function and operation and front with reference in the described positioning equipment 1 of Fig. 3 in step S302 the content of performed function and operation identical; For for simplicity, it is contained in this with way of reference, do not give unnecessary details and do not do.
Particularly, in step S4011,1 pair of return information that releases news of positioning equipment carries out semanteme identification, for example through the natural language analysis rule return information is analyzed identification, to extract this evaluation information in releasing news; In step S4012, positioning equipment 1 is confirmed the importance degree that this releases news according to its evaluation information that in step S4011, extracts; Wherein, Said natural language analysis rule mean through this natural language analysis rule realize man-machine between the communication of natural language; Promptly realize the understanding of computing machine to natural language, it can be realized through OpenNLP, FudanNLP, Standford NLP, language technology platform natural language processing instruments such as (LTP).
In an example; In step S4011; Positioning equipment 1 is through regular such as natural language analysises such as sentence cutting, part part-of-speech tagging, title extraction, chunk, parsings; The return information that releases news is carried out semanteme identification, thereby extract this front evaluation information in releasing news, characterize with positive evaluation keyword " useful ", " thanks "; In step S4012; Positioning equipment 1 is confirmed a front or negative evaluation information based on predetermined second importance degree rule, i.e. the corresponding importance degree score value of a front or negative evaluation keyword; And add and calculate, to obtain the importance degree score value that this releases news.
Those skilled in the art will be understood that the mode of said extracted evaluation information and/or the mode of the importance degree confirming to release news is merely for example; The mode of the importance degree that the mode of other extraction evaluation informations existing or that possibly occur from now on and/or confirm releases news 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.
Consult Fig. 3, in a preferred embodiment of the invention, this process also comprises step S303 (not shown); Wherein, in step S303, positioning equipment 1 obtains said at least one user's user gradation information; In step S301, positioning equipment 1 in conjunction with said at least one user's user gradation information, is confirmed the said importance degree that releases news according to said feedback information.
At this, said user gradation means the class information of this definite user of multinomial factors such as the time length of being registered in this Web Community according to the user by system, the number of times of posting, notice's content quality in this Web Community; Wherein, user gradation is high more to show that this user's credit worthiness is high more, so high more from this user's at least the weight to the feedback information that releases news; For example, predesignated subscriber grade weight rule is more than 10 grades for user gradation, and then the weight from this user's feedback information is 0.8; When user gradation is 9 grades to 7 grades; Then the weight from this user's feedback information is 0.6, and when user gradation was 6 grades to 4 grades, then the weight from this user's feedback information was 0.4; When user gradation was 3 grades to 1 grade, then the weight from this user's feedback information was 0.2.
At this, the mode of the importance degree of confirming to release news can be as shown in the formula 3) shown in:
I＝Ia*W 3)
Wherein:
I is the importance degree score value that releases news;
Ia is user's the corresponding importance degree score value of whole feedback informations, and W is the weight of this user's feedback information.
In an example; In step S303; Positioning equipment 1 is according to the identification information of user U1, user U2 and user U3, like id information, and the application programming interfaces (API) that provide through positioning equipment 1; Network data base at positioning equipment 1 carries out matching inquiry, with obtain with the corresponding user gradation information of these three users' identification information be 11 grades, 8 grades and 1 grade; Wherein, said network data base comprises user's identification information and corresponding user gradation information thereof; It comprises relational database, Key-Value storage system or file system etc.; When the second predetermined importance degree rule illustrates the corresponding importance degree score value of front return information that the user carries out releasing news is 3; The importance degree score value that negative return information is corresponding be-3, the favorable comment operation corresponding the importance degree score value be 2, collection operation correspondence the importance degree score value be 1; And user U1 carries out 1 favorable comment operation to a certain releasing news; User U2 releases news to this and carries out 1 collection operation, and user U3 releases news when carrying out once negative evaluation to this, in step S301; Positioning equipment 1 is regular according to second importance degree that should be predetermined; And combine this predesignated subscriber grade weight rule, and utilize following formula 3) add and calculates, be 1.6 (=2*1*0.8+1*1*0.6+ (3) * 1*0.2) with definite this importance degree score value that releases news.
Those skilled in the art will be understood that the mode of the above-mentioned importance degree that obtains the mode of user gradation information and/or confirm to release news is merely for example; The mode of the importance degree that other existing or modes of obtaining user gradation information that possibly occur from now on and/or confirm release news 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.
Consult Fig. 3, in another preferred embodiment of the present invention, this process also comprises step S304 (not shown); Wherein, in step S301, positioning equipment 1 is confirmed the said importance degree that releases news according to the relevant information that releases news in the said Web Community; In step S304, positioning equipment 1 obtains the said time attribute that releases news; In step S302, positioning equipment 1 is used for according to said importance degree that releases news and time attribute thereof, and based on predetermined locating rule, to confirm the said positional information that releases news in said Web Community.
At this, the said time attribute that releases news can be the creation-time that releases news, and also can be 1 pair of the generation equipment time tag set etc. that releases news.
At this, the creation-time that releases news in the generation equipment 1 is near more apart from the current time, and then the time weighting of this importance degree that releases news is high more; For example, schedule time weight rule is 1 hour for the creation-time that releases news apart from the current time, and then the time weighting of this importance degree of comprising of releasing news is 1; The creation-time that releases news is 1 day apart from the current time, and then the time weighting of this importance degree of comprising of releasing news is 0.5; The creation-time that releases news is 3 days apart from the current time, and then the time weighting of this importance degree of comprising of releasing news is 0.3.
In an example, in step S301, positioning equipment 1 is confirmed three I that release news in the Web Community
2, I
3And I
4The importance degree score value be respectively 3,7,9; In step S304, positioning equipment 1 is 1 hour, 1 day and 3 days apart from the current time through extracting this 3 attribute informations that release news respectively to obtain its issuing time separately; In step S302, positioning equipment 1 is according to schedule time weight rule, and weighted calculation is to confirm the I that releases news
2The time weight result of importance degree score value be 3 (=3*1), to the I that releases news
3The time weight result of importance degree score value be 3.5 (=7*0.5) and to the time weight result of the importance degree score value of the I4 that releases news be 2.7 (=9*0.3); Subsequently, can judge the I that releases news according to predetermined locating rule
3The time weight result of importance degree score value greater than predetermined maximum score value threshold value (3.5＞3.3), then confirm the I that releases news
3Position in Web Community is for putting the position, top; Judge the I that releases news
2The time weight result of importance degree score value in the interval of predetermined largest score threshold value and minimum score value threshold value (3.3＞3＞2.8), then confirm the I that releases news
2Position in Web Community is before the ranking 10; Judge the I that releases news
4The time weight result of importance degree score value less than predetermined minimum score value threshold value (2.7＜2.8), then according to the user to the I that releases news
4The feedback time attribute, confirm its position in Web Community.
Those skilled in the art will be understood that the mode of the above-mentioned positional information of obtaining the mode of the time attribute that releases news and/or confirming to release news is merely for example; The mode of the positional information that other existing or modes of obtaining the time attribute that releases news that possibly occur from now on and/or confirm release news 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.
It should be noted that the present invention can be implemented, and for example, can adopt special IC (ASIC) or any other similar hardware device to realize in the assembly of software and/or software and hardware.In one embodiment, software program of the present invention can be carried out to realize step mentioned above or function through processor.Likewise, software program of the present invention (comprising relevant data structure) can be stored in the computer readable recording medium storing program for performing, for example, and RAM storer, magnetic or CD-ROM driver or flexible plastic disc and similar devices.In addition, steps more of the present invention or function can adopt hardware to realize, for example, thereby as cooperate the circuit of carrying out each step or function with processor.
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 the device 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 (12)
1. computer implemented method of positioning releasing news in Web Community of being used for, this method may further comprise the steps:
A confirms the said importance degree that releases news according to the relevant information that releases news in the said Web Community;
B is according to the said importance degree that releases news, and based on predetermined locating rule, confirms the said position that releases news in said Web Community.
2. method according to claim 1, wherein, the said relevant information that releases news comprise from least one user to the said feedback information that releases news;
Wherein, said step a comprises:
-according to said feedback information, confirm the said importance degree that releases news.
3. method according to claim 2, wherein, the said feedback information that releases news comprise from said at least one user to the said return information that releases news;
Wherein, said step a comprises:
-the said return information that releases news is carried out semanteme identification, to extract the evaluation information in said the releasing news;
-according to said evaluation information, confirm the said importance degree that releases news.
4. according to claim 2 or 3 described methods, wherein, this method also comprises:
-obtain said at least one user's user gradation information;
Wherein, said step a comprises:
-according to said feedback information,, confirm the said importance degree that releases news in conjunction with said at least one user's user gradation information.
5. method according to claim 1, wherein, the said relevant information that releases news comprises the said information published method that releases news;
Wherein, said step a comprises:
-according to the said information published method that releases news, confirm the said importance degree that releases news.
6. according to each described method of claim 1 to 5, wherein, this method also comprises:
-obtain the said time attribute that releases news;
Wherein, said step b comprises:
-according to said importance degree that releases news and time attribute thereof, and based on predetermined locating rule, to confirm the said positional information that releases news in said Web Community.
7. one kind is used for the equipment that positions releasing news in Web Community, and this equipment comprises:
First confirms device, is used for the relevant information that releases news according to said Web Community, confirms the said importance degree that releases news;
Second confirms device, is used for the importance degree that releases news according to said, and based on predetermined locating rule, confirms the said position that releases news in said Web Community.
8. equipment according to claim 7, wherein, the said relevant information that releases news comprise from least one user to the said feedback information that releases news;
Wherein, said first confirms that device is used for according to said feedback information, confirms the said importance degree that releases news.
9. equipment according to claim 8, wherein, the said feedback information that releases news comprise from said at least one user to the said return information that releases news;
Wherein, said first confirms that device comprises:
Extraction unit is used for the said return information that releases news is carried out semanteme identification, to extract the evaluation information in said the releasing news;
The 3rd confirms the unit, is used for according to said evaluation information, confirms the said importance degree that releases news.
10. according to Claim 8 or 9 described equipment, wherein, this equipment also comprises:
First deriving means is used to obtain said at least one user's user gradation information;
Wherein, said first confirms that device is used for according to said feedback information, in conjunction with said at least one user's user gradation information, confirms the said importance degree that releases news.
11. equipment according to claim 7, wherein, the said relevant information that releases news comprises the said information published method that releases news;
Wherein, said first confirms that device is used for the information published method that releases news according to said, confirms the said importance degree that releases news.
12. according to each described equipment of claim 7 to 11, wherein, this equipment also comprises:
Second deriving means is used to obtain the said time attribute that releases news;
Wherein, said second confirms that device is used for according to said importance degree that releases news and time attribute thereof, and based on predetermined locating rule, to confirm the said positional information that releases news in said Web Community.
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