CN102819607B - A kind of method and apparatus recommending user - Google Patents

A kind of method and apparatus recommending user Download PDF

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CN102819607B
CN102819607B CN201210299833.3A CN201210299833A CN102819607B CN 102819607 B CN102819607 B CN 102819607B CN 201210299833 A CN201210299833 A CN 201210299833A CN 102819607 B CN102819607 B CN 102819607B
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user
retrieval
information
result
present
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CN102819607A (en
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刑鑫岩
吴廷彬
王欢
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Xiaomi Inc
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Xiaomi Inc
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Abstract

The invention discloses a kind of method and apparatus recommending user, wherein, described method comprises: the request receiving the acquisition recommendation user that first user sends, comprises the information of this first user in described request; Obtain the information of described first user, and carry out retrieving to obtain according to the information of described first user and associated described first user and not by the second user that described first user associates; Judge whether comprise described second user in result for retrieval, if so, result for retrieval is sent to described first user.The present invention retrieves according to the information of user, associate this user by what retrieve and do not recommended by other users changing user-association, the recommendation information that user is obtained is more complete, such user just can recognize oneself in detail whether by other user-associations, by which user-association, oneself whether be also associated with these users, thus final raising is recommended and the success ratio of coupling.

Description

A kind of method and apparatus recommending user
Technical field
The present invention relates to communication technical field, more specifically, relate to a kind of method and apparatus recommending user.
Background technology
Along with the development of network and the generally popular of social end product, people use the software of social to carry out the activities such as work, amusement, social activity more and more.The software of existing social can be the user that user recommends other according to the information of user, even can directly two users be matched.In prior art, usually use various information in user, to carry out search coupling, such as phone number, addresses of items of mail, geographic position etc., after carrying out search coupling by these information, one or more user can be recommended for user.
The information provided due to each user is different, so system is that the user that each user recommends is also different, such as, when using the telephone number in address list to carry out search coupling, the address list of user's first comprises the telephone number of user's second, after overmatching, the user recommending user's first comprises user's second, user's second is added to good friend by user's first, if but in the address list of now user's second, do not comprise the telephone number of user's first, so recommend in the user of user's second and would not comprise user's first, at this moment, just cause two users and cannot obtain mutual recommendation or coupling, or, even if two users obtain mutual recommendation or coupling, also very likely all the other side can not be added to good friend.Above defect is all because the recommendation information of user's acquisition is sufficiently complete caused.
Summary of the invention
In view of this, the object of the invention is to propose a kind of method and apparatus recommending user, the information of more perfect recommendation user can be provided for user.
In order to achieve the above object, the present invention proposes a kind of method of recommending user, comprising:
Receive the request of the acquisition recommendation user that first user sends, in described request, comprise the information of this first user;
Carry out according to the information of described first user retrieving to obtain the second user meeting the first occurrence, wherein, described first occurrence is: associated described first user and do not associated by described first user;
Judge whether to retrieve described second user, if so, result for retrieval is sent to described first user.
The present invention retrieves according to the information of user, associate this user by what retrieve and do not recommended by other users changing user-association, the recommendation information that user is obtained is more complete, such user just can recognize oneself in detail whether by other user-associations, by which user-association, oneself whether be also associated with these users, thus final raising is recommended and the success ratio of coupling.
Preferred as technique scheme, described result for retrieval is sent to described first user before, also comprise step:
Carry out retrieving to obtain onrelevant relation between described first user according to the information of described first user and other default occurrences but meet other users of other occurrences described, if retrieve, then identify before described second user being arranged in other users described in result for retrieval or to described second user.This programme can will associate first user but is not arranged in result for retrieval foremost by the user that first user associates or carry out mark and recommend first user, for user provides more clear information.
Preferred as technique scheme, according to the information of described first user carry out retrieving obtain associated described first user and the second user do not associated by described first user time, obtain the time of first user described in described second user-association;
Described result for retrieval is sent to described first user before, also comprise step: in result for retrieval according to described second user-association first user time descending by described second user sequence.First this programme can recommend first user up-to-date user first user being added to good friend, and user can obtain more detailed information on the basis of such scheme.
Preferred as technique scheme, carries out retrieving to obtain having associated described first user and by the second user that described first user associates not being according to the information of described first user:
The retrieval associated user list of first user and associated user list, be present in described associated user list but the user be not present in described associated user list has associated described first user and not by the second user that described first user associates.This programme can retrieve those users rapidly and associated first user and do not associated by first user.
Preferred as technique scheme, described result for retrieval is sent to described first user before, also comprise step:
Carry out retrieving to obtain the 3rd user of mating with described first user according to the information of described first user and other default occurrences; If retrieve, each user in described second user and the 3rd user is weighted according to its occurrence met and weight corresponding to this default occurrence, according to result of calculation, all users in result for retrieval is sorted.This programme has considered other occurrences preset, and can according to the weight of each occurrence arranged for user provides the information of comprehensive recommendation user further.
Preferred as technique scheme, other occurrences described comprise: the telephone number of user is present in the address list of described first user, the addresses of items of mail of user is present in the address list of described first user, user and described first user have at least one user, user and the described first user that jointly associate and have identical hobby, user and described first user and be arranged in one or more in same company of same geographic range, user and described first user.This programme makes the user of recommendation more perfect.
Correspondingly, the present invention also proposes a kind of device recommending user, comprising:
Receiver module, the request of user is recommended in the acquisition sent for receiving first user, comprises the information of this first user in described request;
First retrieval module, retrieves to obtain for carrying out according to the information of described first user the second user meeting the first occurrence, and wherein, described first occurrence is: associated described first user and do not associated by described first user;
Judge module, retrieving described second user for judging whether, if so, result for retrieval being sent to described first user.
Preferred as technique scheme, also comprises:
Second retrieval module, for carrying out retrieving to obtain onrelevant relation between described first user according to the information of described first user and other default occurrences but meeting other users of other occurrences described, if retrieve, then identify before described second user being arranged in other users described in result for retrieval or to described second user.
Preferred as technique scheme, described first retrieval module carry out according to the information of described first user retrieving obtain associated described first user and the second user do not associated by described first user time, obtain the time of first user described in described second user-association; Described device also comprises:
Order module, for described result for retrieval is sent to described first user before, in result for retrieval according to described second user-association the time descending of first user by described second user's sequence.
Preferred as technique scheme, described first retrieval module, also for the retrieval associated user list of first user and associated user list, is present in described associated user list but the user be not present in described associated user list has associated described first user and not by the second user that described first user associates.
Preferred as technique scheme, also comprises:
3rd retrieval module, for carrying out retrieving to obtain the 3rd user of mating with described first user according to the information of described first user and other default occurrences; If retrieve, each user in described second user and the 3rd user is weighted according to its occurrence met and weight corresponding to this default occurrence, according to result of calculation, all users in result for retrieval is sorted.
Preferred as technique scheme, other occurrences described comprise: the telephone number of user is present in the address list of described first user, the addresses of items of mail of user is present in the address list of described first user, user and described first user have at least one user, user and the described first user that jointly associate and have identical hobby, user and described first user and be arranged in one or more in same company of same geographic range, user and described first user.
Other features and advantages of the present invention will be set forth in the following description, and, partly become apparent from instructions, or understand by implementing the present invention.Object of the present invention and other advantages realize by structure specifically noted in write instructions, claims and accompanying drawing and obtain.
Below by drawings and Examples, technical scheme of the present invention is described in further detail.
Accompanying drawing explanation
Accompanying drawing is used to provide a further understanding of the present invention, and forms a part for instructions, together with embodiments of the present invention for explaining the present invention, is not construed as limiting the invention.In the accompanying drawings:
Fig. 1 is the process flow diagram of the preferred embodiment of the method for the recommendation user that the present invention proposes;
Fig. 2 is the process flow diagram of a specific embodiment of the method for the recommendation user that the present invention proposes;
Fig. 3 is the process flow diagram of another specific embodiment of the method for the recommendation user that the present invention proposes;
Fig. 4 is the process flow diagram of the another specific embodiment of the method for the recommendation user that the present invention proposes;
Fig. 5 is the schematic diagram of the preferred embodiment of the device of the recommendation user that the present invention proposes;
Fig. 6 is the schematic diagram of the specific embodiment of the device of the recommendation user that the present invention proposes;
Fig. 7 is the schematic diagram of the specific embodiment of the device of the recommendation user that the present invention proposes.
Embodiment
Below in conjunction with accompanying drawing, the preferred embodiments of the present invention are described, should be appreciated that preferred embodiment described herein is only for instruction and explanation of the present invention, is not intended to limit the present invention.
Be illustrated in figure 1 a kind of method of recommending user that the present invention proposes, comprise:
Step S11: the request receiving the acquisition recommendation user that first user sends, comprises the information of this first user in described request;
Step S12: carry out retrieving to obtain having associated described first user and not by the second user that described first user associates according to the information of described first user;
Step S13: judge whether to retrieve described second user, if so, result for retrieval is sent to described first user.
The present invention retrieves according to the information of user, associate this user by what retrieve and do not recommended by other users changing user-association, the information that user is obtained is more complete, such user just can recognize oneself in detail whether by other user-associations, by which user-association, oneself whether be also associated with these users, thus final raising is recommended and the success ratio of coupling.
Be described in detail below by the method for specific embodiment to the recommendation user that the present invention proposes.
Specific embodiment one is as shown in Figure 2:
In this specific embodiment, to realize the present invention in social network sites application.
Step S21: user is registered in social network sites by webpage or client, needs during registration to fill in some personal information, such as telephone number, addresses of items of mail etc.;
Step S22: server is that the user succeeded in registration distributes account, and all information of recording user, such as comprise the personal information such as user name, addresses of items of mail, telephone number, and the information of user associated by user (association can comprise user is added to contact person or good friend, pay close attention to this user etc.);
Step S23: first user sends the request obtaining and recommend user by webpage or client, comprise the information of this first user in this request;
Step S24: server receives the request of the acquisition recommendation user that first user sends, and obtains the information of this first user from this request;
Step S25: the information according to this first user is retrieved, retrieval have registered in other users of this social network sites has be associated with first user but do not associated by first user for which user; In addition, other retrievals can also be carried out according to other occurrences preset, comprise: based on LBS(LocationBasedService, position-based is served) the retrieval of nearby users, according to the retrieval of the occurrences such as occupation, company, hobby, this retrieval can obtain onrelevant relation between first user but meet other users of these other occurrences; In this embodiment, by the association of user's first (user's first can be by searching, the approach such as system Auto-matching is associated with first user) before supposing first user, but first user is associated user first not yet, so just comprise this user's first in result for retrieval, and retrieve other users of mating by other;
Step S26: judge whether retrieved and be associated with first user but not by the user that first user associates, if so, performs step S28, if not, performs step S27; Step S28 is performed in the present embodiment;
Step S27: by the retrieval of the nearby users based on LBS, other information retrieving other users obtained according to occurrences such as occupation, company, hobbies are sent to first user;
Step S28: to reach the object of preferential recommendation before user's first being arranged in other users in result for retrieval; Also user's first can be identified, it can be highlighted in the list recommending user;
Step S29: the result for retrieval after sequence is sent to first user, or the result for retrieval after mark is sent to first user.
The present embodiment can will associate first user but do not recommended first user by the user that first user associates, and in result for retrieval, is arranged in foremost or identifies, for user provides more clear information.
Specific embodiment two is as shown in Figure 3:
In this specific embodiment, to realize the present invention in JICQ.
Step S31: user is registered by instant communication client, fills in personal information during registration, such as telephone number, addresses of items of mail etc.;
Step S32: instant communication server is that the user succeeded in registration distributes account, and all information of recording user, such as, comprise the personal information such as user name, addresses of items of mail, telephone number, and user adds the information of good friend;
Step S33: first user sends the request obtaining commending friends by client, comprise the information of first user in this request;
Step S34: server receives the request of the acquisition commending friends that first user sends, and obtains the information of first user from this request;
Step S35: the information according to this first user is retrieved, retrieve and allly have registered which user in other users of this JICQ and first user be added to good friend but be not also added to good friend by first user, meanwhile, the time that first user is added to good friend by these users to also be obtained; In addition, can also be carried out other according to other occurrences preset and retrieve to obtain onrelevant relation between first user but other users meeting other default occurrences, such as can comprise: based on LBS(LocationBasedService, position-based is served) the retrieval of nearby users, retrieve according to other of the occurrences such as occupation, company, hobby; In this embodiment, suppose that first user is added to good friend's (user's first and user's second can be by searching, the approach such as system Auto-matching finds first user and be added to good friend) by user's first and user's second, but user's first and user's second are not also added to good friend by first user, so just comprise user's first and user's second in result for retrieval, and retrieve other users of mating by other;
Step S36: judge whether to retrieve and first user is added to good friend but the user not also being added to good friend by first user, if so, performs step S38, if not, performs step S37, in this embodiment, performs step S38;
Step S37: will based on LBS(LocationBasedService, position-based service) nearby users retrieval, be sent to first user according to other information retrieving other users obtained of the occurrences such as occupation, company, hobby;
They are sorted according to the time descending that interpolation first user is good friend by step S38: before user's first and user's second being arranged in other users obtained by other retrievals in result for retrieval, and for user's first and user's second; In the present embodiment, suppose that user's first with the addition of first user Tuesday for good friend, the Wednesday in same week is user's second add first user for good friend, and so, putting in order is just: Yong Huyi, Yong Hujia, other users;
Step S39: the result for retrieval after sequence is sent to described first user.
First the present embodiment can recommend first user up-to-date user first user being added to good friend, and user can obtain more detailed information on the basis of the first specific embodiment.Because this user has just added first user for good friend, therefore, first user is easy to it to be also added to good friend, and the chance so just allowing two users be added to mutually good friend strengthens greatly, thus improves the success ratio of recommendation.
In the above-described embodiments, retrieval obtains in other users described and has associated the user of described first user and can not adopted following methods by the user that described first user associates: the associated user list of retrieval first user and associated user list, is present in described associated user list but the user be not present in described associated user list has associated described first user and not by user that described first user associates.
Specific embodiment three is as shown in Figure 4:
Step S41: user is registered in social network sites by webpage or client, needs during registration to fill in some personal information, such as telephone number, addresses of items of mail etc.;
Step S42: server is that the user succeeded in registration distributes account, and all information of recording user, such as comprise the personal information such as user name, addresses of items of mail, telephone number, and the information of user associated by user (association can comprise user is added to contact person or good friend, pay close attention to this user etc.);
Step S43: first user sends the request obtaining and recommend user by webpage or client, comprise the information of this first user in this request;
Step S44: server receives the request of the acquisition recommendation user that first user sends, and obtains the information of this first user from this request;
Step S45: the information according to this first user is retrieved, retrieval have registered in other users of this social network sites has be associated with first user but do not associated by first user for which user; Here, will " be associated with first user but do not associated by first user " and be called occurrence (1), and in addition, also carry out retrieving to obtain the user of mating with first user according to other occurrences preset; Preferably, the telephone number that other occurrences preset can comprise user is present in the address list of described first user, the addresses of items of mail of user is present in the address list of described first user, user and described first user have common at least one user, user and the described first user associated and have identical hobby, user and described first user and be arranged in one or more in same company of same geographic range, user and described first user; In this embodiment, other occurrences preset are as follows: the telephone number of (2) user is present in the address list of described first user, (3) addresses of items of mail of user is present in the address list of described first user, and (4) user and described first user have at least one user jointly associated;
In this embodiment, suppose that result for retrieval comprises, meet user first, the Yong Huyi of occurrence (1), meet user first, the Yong Hubing of occurrence (2), meet user's fourth of occurrence (3), meet user's second, the Yong Huding of occurrence (4);
Step S46: judge whether to retrieve and be associated with first user but not by the user that first user associates, if so, performs step S49, if not, performs step S47; Step S48 is performed in the present embodiment;
Step S47: the information retrieving the user obtained according to other occurrences preset is sent to first user;
Step S48: user first, Yong Huyi, the Yong Hubing in result for retrieval, each in user's fourth are weighted according to its occurrence met and the weight of this occurrence that pre-sets, according to result of calculation, all users in result for retrieval are sorted;
In the present embodiment, the weight of the occurrence arranged is exemplified below: (1) has been associated with first user but has not been associated by first user: 5, (2) telephone number of user is present in the address list of described first user: 4, (3) addresses of items of mail of user is present in the address list of described first user: 3, and (4) user and described first user have at least one user jointly associated: 2;
In the present embodiment, user's first is weighted: 5+4=9, user's second is weighted: 5+2=7, user third is weighted: 4, be weighted user's fourth: 3+2=5, so sequence is: Yong Hujia, Yong Huyi, Yong Huding, Yong Hubing;
Step S49: the result for retrieval after sequence is sent to first user.
In this embodiment, consider other occurrences pre-set, and the weight of each occurrence can be set as required, for user further provides the information of comprehensive and perfect recommendation user.
Correspondingly, the invention allows for a kind of device recommending user, as Fig. 5 comprises:
Receiver module 500, the request of user is recommended in the acquisition sent for receiving first user, comprises the information of this first user in described request;
First retrieval module 502, retrieves to obtain for carrying out according to the information of described first user the second user meeting the first occurrence, and wherein, described first occurrence is: associated described first user and do not associated by described first user;
Judge module 504, retrieving described second user for judging whether, if so, result for retrieval being sent to described first user.
Preferably, as shown in Figure 6, this device can also comprise:
Second retrieval module 503, for carrying out retrieving to obtain onrelevant relation between described first user according to the information of described first user and other default occurrences but meeting other users of other occurrences described, if retrieve, then identify before described second user being arranged in other users described in result for retrieval or to described second user.
In technique scheme, first retrieval module 502 carry out according to the information of described first user retrieving obtain associated described first user and the second user do not associated by described first user time, obtain the time of first user described in described second user-association;
Described device can further include:
Order module, for described result for retrieval is sent to described first user before, in result for retrieval according to described second user-association the time descending of first user by described second user's sequence.
First retrieval module 502 can also be used for: the retrieval associated user list of first user and associated user list, is present in described associated user list but the user be not present in described associated user list has associated described first user and not by the second user that described first user associates.
Preferably, as shown in Figure 7, this device can also comprise:
This device can also comprise the 3rd retrieval module 503 ', for carrying out retrieving to obtain the 3rd user of mating with described first user according to the information of described first user and other default occurrences; If retrieve, each user in described second user and the 3rd user is weighted according to its occurrence met and weight corresponding to this default occurrence, according to result of calculation, all users in result for retrieval is sorted.
Other occurrences described comprise: the telephone number of user is present in the address list of described first user, the addresses of items of mail of user is present in the address list of described first user, user and described first user have at least one user, user and the described first user that jointly associate and have identical hobby, user and described first user and be arranged in one or more in same company of same geographic range, user and described first user.Described second judge module also for: when pre-setting weight, the weight of this ordering factor is set from big to small according to time descending.
Those skilled in the art should understand, embodiments of the invention can be provided as method, system or computer program.Therefore, the present invention can adopt the form of complete hardware embodiment, completely software implementation or the embodiment in conjunction with software and hardware aspect.And the present invention can adopt in one or more form wherein including the upper computer program implemented of computer-usable storage medium (including but not limited to magnetic disk memory and optical memory etc.) of computer usable program code.
The present invention describes with reference to according to the process flow diagram of the method for the embodiment of the present invention, equipment (system) and computer program and/or block scheme.Should understand can by the combination of the flow process in each flow process in computer program instructions realization flow figure and/or block scheme and/or square frame and process flow diagram and/or block scheme and/or square frame.These computer program instructions can being provided to the processor of multi-purpose computer, special purpose computer, Embedded Processor or other programmable data processing device to produce a machine, making the instruction performed by the processor of computing machine or other programmable data processing device produce device for realizing the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.
These computer program instructions also can be stored in can in the computer-readable memory that works in a specific way of vectoring computer or other programmable data processing device, the instruction making to be stored in this computer-readable memory produces the manufacture comprising command device, and this command device realizes the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.
These computer program instructions also can be loaded in computing machine or other programmable data processing device, make on computing machine or other programmable devices, to perform sequence of operations step to produce computer implemented process, thus the instruction performed on computing machine or other programmable devices is provided for the step realizing the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.
Obviously, those skilled in the art can carry out various change and modification to the present invention and not depart from the spirit and scope of the present invention.Like this, if these amendments of the present invention and modification belong within the scope of the claims in the present invention and equivalent technologies thereof, then the present invention is also intended to comprise these change and modification.

Claims (6)

1. recommend a user's method, it is characterized in that, comprise the following steps:
Receive the request of the acquisition recommendation user that first user sends, in described request, comprise the information of this first user;
Carry out according to the information of described first user retrieving to obtain the second user meeting the first occurrence, wherein, described first occurrence is: associated described first user and do not associated by described first user; Judge whether to retrieve described second user, if so, result for retrieval is sent to described first user;
Described result for retrieval is sent to described first user before, also comprise step:
Carry out retrieving to obtain onrelevant relation between described first user according to the information of described first user and other default occurrences but meet other users of other occurrences described, if retrieve, identify before then described second user being arranged in other users described in result for retrieval or to described second user, other occurrences described comprise: the telephone number of user is present in the address list of described first user, the addresses of items of mail of user is present in the address list of described first user, user and described first user have at least one user jointly associated, user has identical hobby with described first user, user and described first user are arranged in same geographic range, one or more in same company of user and described first user,
Carry out retrieving to obtain according to the information of described first user and associated described first user and the step of the second user do not associated by described first user comprises: the associated user list of retrieval first user and associated user list, be present in described associated user list but the user be not present in described associated user list has associated described first user and not by the second user that described first user associates.
2. the method for recommendation user according to claim 1, it is characterized in that, according to the information of described first user carry out retrieving obtain associated described first user and the second user do not associated by described first user time, obtain the time of first user described in described second user-association;
Described result for retrieval is sent to described first user before, also comprise step: in result for retrieval according to described second user-association first user time descending by described second user sequence.
3. the method for recommendation user according to claim 1, is characterized in that, before result for retrieval is sent to described first user, also comprise step:
Carry out retrieving to obtain the 3rd user of mating with described first user according to the information of described first user and other default occurrences; If retrieve, each user in described second user and the 3rd user is weighted according to its occurrence met and weight corresponding to this default occurrence, according to result of calculation, all users in result for retrieval is sorted.
4. recommend a user's device, it is characterized in that, comprising:
Receiver module, the request of user is recommended in the acquisition sent for receiving first user, comprises the information of this first user in described request;
First retrieval module, retrieves to obtain for carrying out according to the information of described first user the second user meeting the first occurrence, and wherein, described first occurrence is: associated described first user and do not associated by described first user;
Judge module, retrieving described second user for judging whether, if so, result for retrieval being sent to described first user;
Second retrieval module, for carrying out retrieving to obtain onrelevant relation between described first user according to the information of described first user and other default occurrences but meeting other users of other occurrences described, if retrieve, identify before then described second user being arranged in other users described in result for retrieval or to described second user, other occurrences described comprise: the telephone number of user is present in the address list of described first user, the addresses of items of mail of user is present in the address list of described first user, user and described first user have at least one user jointly associated, user has identical hobby with described first user, user and described first user are arranged in same geographic range, one or more in same company of user and described first user,
Described first retrieval module, also for the retrieval associated user list of first user and associated user list, is present in described associated user list but the user be not present in described associated user list has associated described first user and not by the second user that described first user associates.
5. the device of recommendation user according to claim 4, it is characterized in that, described first retrieval module carry out according to the information of described first user retrieving obtain associated described first user and the second user do not associated by described first user time, obtain the time of first user described in described second user-association; Described device also comprises:
Order module, for described result for retrieval is sent to described first user before, in result for retrieval according to described second user-association the time descending of first user by described second user's sequence.
6. the device of recommendation user according to claim 4, is characterized in that, also comprise:
3rd retrieval module, for carrying out retrieving to obtain the 3rd user of mating with described first user according to the information of described first user and other default occurrences; If retrieve, each user in described second user and the 3rd user is weighted according to its occurrence met and weight corresponding to this default occurrence, according to result of calculation, all users in result for retrieval is sorted.
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