CN103944804B

CN103944804B - Contact recommending method and device

Info

Publication number: CN103944804B
Application number: CN201410168205.0A
Authority: CN
Inventors: 刘国明
Original assignee: Xiaomi Inc
Current assignee: Xiaomi Inc
Priority date: 2014-04-24
Filing date: 2014-04-24
Publication date: 2017-04-12
Anticipated expiration: 2034-04-24
Also published as: CN103944804A

Abstract

The invention discloses a contact recommending method and device. The method comprises the steps of receiving the space-time records, sent by a client side, of a user, wherein the space-time records of the user include the position of the user and the time when the user is at the position; determining a recommendable contact meeting the user at a frequency up to a preset frequency according to the space-time records of the user and pre-stored space-time records of other users; sending the recommendable contact to the client side. Due to the fact that the contact is recommended to the user according to the meeting frequency (which can be regarded as the behavior track of the user) between the user and other users, the success rate of recommendation is increased, and then the hit rate and accuracy of contact recommendation are increased.

Description

The method and device of recommending contact persons

Technical field

It relates to computer and technical field of electronic equipment, more particularly to the method and device of recommending contact persons.

Background technology

Social activity is requisite activity in human lives, as the development social circle of internet and the communication technology can be with Expanded by network environment.For example by social network search and new friend can be got to know.

User can also pass through contact person's expansion social circle that condition query or client are recommended in correlation technique, carry out society Turn over a finished item dynamic.For example, the contact person that can recommend around the current location to user by user current location, promotes user to carry out Doings.And the contact person recommended by current location is only the people around current location, user is simultaneously unaware of these connection It is people, the personal information that the contact person for recommending fills in can only be relied on to understand these contact persons, because the validity of data is difficult to comment Estimate, therefore, the contact person for recommending only by current location for a user is also stranger, and user is difficult according to recommendation Contact person extension social circle.Thus, the hit rate of the contact person for recommending to user is low, and accuracy is less.

The content of the invention

The embodiment of the present disclosure provides a kind of method and device of recommending contact persons, for overcoming correlation technique in the connection recommended Be people hit rate it is low, accuracy is less.

According to the first aspect of the embodiment of the present disclosure, there is provided a kind of method of recommending contact persons, including：

Receive the when null record of the user that client sends, the user when null record including the user position and The user is in the time during position；

According to the when null record and when null record of other users for prestoring of the user, it is determined that with the user's What the frequency that meets reached default frequency can recommending contact persons；

By it is described can recommending contact persons be sent to the client.

The embodiment of the present disclosure is according to the frequency that meets (can be considered the action trail of user) of user and other users to user Recommending contact persons.For example, when user and can recommending contact persons the frequency that meets more than 50% when, then illustrate user can recommend with this The number of times that meet of the contact person in same place of same time is more, it is believed that user and this can build between recommending contact persons Stood sight exchange, have gained some understanding each other, by it is such can recommending contact persons recommend user when, because user can recommend with this Have basic insight between contact person so that recommend the increase of successful probability, so as to improve recommending contact persons hit rate and Accuracy.

In one embodiment, methods described also includes：

Whether monitoring currently reaches the default determination time；

The when null record and when null record of other users for prestoring according to the user, it is determined that with the use The frequency that meets at family reach default frequency can recommending contact persons, including：

When the default determination time is currently reached, according to the when null record and other users for prestoring of the user When null record, it is determined that with the frequency that meets of the user reach default frequency can recommending contact persons.

The embodiment of the present disclosure is realized when the default determination time is reached, it is determined that reaching default frequency with the frequency that meets of user Can recommending contact persons, in order in time can recommending contact persons recommend user.

In one embodiment, methods described also includes：

The instruction of monitoring input；

When the instruction of the input include it is default determine order when, according to the user when null record and prestore The when null record of other users, it is determined that with the frequency that meets of the user reach default frequency can recommending contact persons.

The embodiment of the present disclosure is realized being determined according to the instruction of user input and reach default frequency with the frequency that meets of user Can recommending contact persons, in order to user can according to the wish of oneself obtain can recommending contact persons, so as to improve Consumer's Experience.

In one embodiment, it is described according to the user when null record and other users for prestoring space-time note Record, it is determined that with the frequency that meets of the user reach default frequency can recommending contact persons, including：

According to the when null record and when null record of other users for prestoring of the user, determine in preset time period With the frequency that meets of the user reach default frequency can recommending contact persons.

The embodiment of the present disclosure by preset time period, such as nearest one month or 1 year, be conducive to using user and other The nearest frequency that meets (can be considered the action trail of user) of user, to user recommend can recommending contact persons, push away so as to improve The hit rate and accuracy of the contact person for recommending.

According to the frequency order from high to low of meeting, to it is described can recommending contact persons be ranked up；

Obtain the forward top n of sequence can recommending contact persons, wherein N is positive integer, and N >=1；

It is described by it is described can recommending contact persons be sent to the client, including：

Will the forward top n of sequence can recommending contact persons be sent to the client.

The embodiment of the present disclosure by the frequency that meets it is higher can recommending contact persons recommend user, so as to improve the contact of recommendation The hit rate and accuracy of people.

In one embodiment, methods described also includes：

By the user send to it is described can recommending contact persons client.

The embodiment of the present disclosure realize by user recommend the user can recommending contact persons, enable can recommending contact persons and When recognize the user, so as to improve the hit rate and accuracy of the contact person of recommendation.

In one embodiment, methods described also includes：

When the user and the user can in recommending contact persons, exist each other can recommending contact persons user race when, User in the user race is sent to into the client of the other users in the user race.

The embodiment of the present disclosure is realized mutually recommending the user in user race, improves the hit rate and standard of the contact person for recommending True property.

According to the second aspect of the embodiment of the present disclosure, there is provided a kind of method of recommending contact persons, for client, including：

The position and the user for obtaining user is in the time during position, and according to the position of the user for obtaining The time when position is in the user is put, the when null record of the user is generated；

The when null record of the user is sent to into server；

Receive the server according to the user when null record return can recommending contact persons.

The embodiment of the present disclosure is realized obtaining the when null record of user, and the reception server is recommended according to the when null record of user Can recommending contact persons, improve acquisition can recommending contact persons hit rate and accuracy.

In one embodiment, methods described also includes：

Whether monitoring currently reaches the default acquisition time；

The position for obtaining user and the user are in the time during position, including：

When the default acquisition time is currently reached, obtain user position and the user be in the position when when Between.

The embodiment of the present disclosure is realized when the default acquisition time is reached, when the position and user for obtaining user is in the position Time, the position and user in order to periodically obtain user according to the default acquisition time be in the time during position, so as to In for server to user recommend can recommending contact persons Back ground Information is provided.

In one embodiment, methods described also includes：

The instruction of monitoring input；

When the instruction of the input includes default acquisition order, the position and the user for obtaining user is in institute's rheme Time when putting.

The embodiment of the present disclosure realize according to user input instruction obtain user position and user be in position when when Between, in order to user can according to oneself need instruction terminal obtain user position and user be in position when time, So as to improve Consumer's Experience.

In one embodiment, it is described that the when null record of the user is sent to into server, including：

When not connected with the server, by the space-time record storage of the user to local；

When have with the server be connected when, the when null record of the user is sent to into server.

The embodiment of the present disclosure is realized the space-time record storage of user when not connected with server local, treated and service When device has connection, the when null record of user is sent to into server, so as to avoid losing the when null record of user, so as to guarantee It is enough that the when null record of user is sent to into server.

According to the third aspect of the embodiment of the present disclosure, there is provided a kind of device of recommending contact persons, for server end, bag Include：

Receiver module, for receiving the when null record of the user of client transmission, the when null record of the user includes institute The position and the user for stating user is in the time during position；

Determining module, for according to the when null record and when null record of other users for prestoring of the user, really It is fixed reach default frequency with the frequency that meets of the user can recommending contact persons；

First sending module, for by it is described can recommending contact persons be sent to the client.

In one embodiment, described device also includes：

Whether the first monitoring module, currently the default determination time is reached for monitoring；

The determining module includes：

First determining unit, for when the default determination time is currently reached, according to the when null record and pre- of the user The when null record of other users for first storing, it is determined that with the frequency that meets of the user reach default frequency recommend contact People.

In one embodiment, described device also includes：

Second monitoring module, for the instruction of monitoring input；

The determining module includes：

Second determining unit, for when the instruction of the input include it is default determine order when, according to the user when Null record and the when null record of other users for prestoring, it is determined that with the frequency that meets of the user reach default frequency can Recommending contact persons.

In one embodiment, the determining module includes：

3rd determining unit, for according to the user when null record and other users for prestoring space-time note Record, determine in preset time period with the frequency that meets of the user reach default frequency can recommending contact persons.

In one embodiment, the determining module, including：

Sequencing unit, for according to the frequency order from high to low of meeting, to it is described can recommending contact persons arrange Sequence；

Acquiring unit, for obtain the forward top n of sequence can recommending contact persons, wherein N is positive integer, and N >=1；

First sending module includes：

Transmitting element, for will the forward top n of sequence can recommending contact persons be sent to the client.

In one embodiment, described device also includes：

Second sending module, for by the user send to it is described can recommending contact persons client.

In one embodiment, described device also includes：

3rd sending module, for as the user and the user can be in recommending contact persons, existing can recommend each other During the user race of contact person, the user in the user race is sent to into the client of the other users in the user race.

According to the fourth aspect of the embodiment of the present disclosure, there is provided a kind of device of recommending contact persons, for client, including：

Processing module, the position and the user for obtaining user is in the time during position, and according to acquisition The user time when being in the position of position and the user, generate the when null record of the user；

Sending module, for the when null record of the user to be sent to into server；

Receiver module, for receive the server according to the user when null record return can recommending contact persons.

In one embodiment, described device also includes：

Whether the first monitoring module, currently the default acquisition time is reached for monitoring；

The processing module includes：

First acquisition unit, for when the default acquisition time is currently reached, obtaining at position and the user of user The time when position.

In one embodiment, described device also includes：

Second monitoring module, for the instruction of monitoring input；

The processing module includes：

Second acquisition unit, for when the instruction of the input include it is default obtain order when, obtain user position and The user is in the time during position.

In one embodiment, the sending module includes：

Memory cell, for when not connected with the server, by the space-time record storage of the user to local；

Transmitting element, when have with the server be connected when, the when null record of the user is sent to into server.

According to the 5th aspect of the embodiment of the present disclosure, there is provided a kind of device of recommending contact persons, for server end, bag Include：

Processor；

For storing the memory of processor executable；

Wherein, the processor is configured to：

By it is described can recommending contact persons be sent to the client.

According to the 6th of embodiment of the present disclosure aspect, there is provided a kind of device of recommending contact persons, for client, including：

Processor；

For storing the memory of processor executable；

Wherein, the processor is configured to：

The when null record of the user is sent to into server；

The technical scheme that embodiment of the disclosure is provided can include following beneficial effect：Embodiment of the present disclosure client is obtained The when null record for taking family is sent to server, and server (can be considered user's according to the frequency that meets of user and other users Action trail) to user's recommending contact persons.For example, when user and can recommending contact persons the frequency that meets more than 50% when, then say Bright user with this can recommending contact persons the same time same place the number of times for meeting it is more, it is believed that user can recommend with this Had built up between contact person sight exchange, have gained some understanding each other, by it is such can recommending contact persons recommend user when, by In user and this can have basic insight between recommending contact persons so that recommend the increase of successful probability, so as to improve recommendation The hit rate and accuracy of contact person.Additionally, in the embodiment of the present disclosure, when can existing in recommending contact persons for user and user Each other can recommending contact persons user race when, the user in user race is mutually recommended, be easy to user in user race can and When recognize other users, further increase the hit rate and accuracy of recommending contact persons.

It should be appreciated that the general description of the above and detailed description hereinafter are only exemplary and explanatory, not The disclosure can be limited.

The further feature and advantage of the disclosure will be illustrated in the following description, also, the partly change from specification Obtain it is clear that or being understood by implementing the disclosure.The purpose of the disclosure and other advantages can be by the explanations write Specifically noted structure is realizing and obtain in book, claims and accompanying drawing.

Below by drawings and Examples, technical scheme of this disclosure is described in further detail.It should be understood that It is that the general description of the above and detailed description hereinafter are only exemplary, can not limit the disclosure.

Description of the drawings

Accompanying drawing is used for providing further understanding of the disclosure, and constitutes a part for specification, the reality with the disclosure Applying example is used to explain the disclosure together, does not constitute restriction of this disclosure.In the accompanying drawings：

Fig. 1 is a kind of example of the method for the recommending contact persons for server end according to an exemplary embodiment Property flow chart；

Fig. 2 is a kind of the exemplary of the method for the recommending contact persons for client according to an exemplary embodiment Flow chart；

Fig. 3 is that, according to null record when obtaining user with client in another embodiment, server to the client is recommended Can recommending contact persons be a kind of recommending contact persons for exemplifying method exemplary process diagram；

Fig. 4 be according in another embodiment with server pair can recommending contact persons be ranked up, by the forward top n of sorting Can recommending contact persons return to the exemplary process diagram of the method that client is a kind of recommending contact persons for exemplifying；

Fig. 5 is a kind of example of the device of the recommending contact persons for server end according to an exemplary embodiment Property schematic diagram；

Fig. 6 is a kind of the another of the device of the recommending contact persons for server end according to an exemplary embodiment Illustrative diagram；

Fig. 7 is a kind of determination of the device of the recommending contact persons for server end according to an exemplary embodiment The illustrative diagram of module；

Fig. 8 is a kind of the another of the device of the recommending contact persons for server end according to an exemplary embodiment Illustrative diagram；

Fig. 9 is a kind of determination of the device of the recommending contact persons for server end according to an exemplary embodiment The another exemplary schematic diagram of module；

Figure 10 be a kind of device of the recommending contact persons for server end according to an exemplary embodiment really The another exemplary schematic diagram of cover half block；

Figure 11 be a kind of device of the recommending contact persons for server end according to an exemplary embodiment really The another exemplary schematic diagram of cover half block；

Figure 12 is the of the device of a kind of recommending contact persons for server end according to an exemplary embodiment The illustrative diagram of one sending module；

Figure 13 is a kind of the another of the device of the recommending contact persons for server end according to an exemplary embodiment One illustrative diagram；

Figure 14 is a kind of the another of the device of the recommending contact persons for server end according to an exemplary embodiment One illustrative diagram；

Figure 15 is a kind of example of the device of the recommending contact persons for client according to an exemplary embodiment Property schematic diagram；

Figure 16 is a kind of the another of the device of the recommending contact persons for client according to an exemplary embodiment Illustrative diagram；

Figure 17 is a kind of process of the device of the recommending contact persons for client according to an exemplary embodiment The illustrative diagram of module；

Figure 18 is a kind of the another of the device of the recommending contact persons for client according to an exemplary embodiment Illustrative diagram；

Figure 19 is a kind of process of the device of the recommending contact persons for client according to an exemplary embodiment The another exemplary schematic diagram of module；

Figure 20 is a kind of transmission of the device of the recommending contact persons for client according to an exemplary embodiment The illustrative diagram of module；

Figure 21 is a kind of example of the device of the recommending contact persons for client according to an exemplary embodiment Property schematic diagram；

Figure 22 is a kind of showing for the device of the recommending contact persons for server end according to an exemplary embodiment Example property schematic diagram.

By above-mentioned accompanying drawing, it has been shown that the clear and definite embodiment of the disclosure, hereinafter will be described in more detail.These accompanying drawings It is not intended to limit the scope of disclosure design by any mode with word description, but is by reference to specific embodiment Those skilled in the art illustrate the concept of the disclosure.

Specific embodiment

Illustrate below in conjunction with accompanying drawing preferred embodiment of this disclosure, it will be appreciated that preferred reality described herein Apply example and be merely to illustrate and explain the disclosure, be not used to limit the disclosure.

Here exemplary embodiment will be illustrated in detail, its example is illustrated in the accompanying drawings.Explained below is related to During accompanying drawing, unless otherwise indicated, the same numbers in different accompanying drawings represent same or analogous key element.Following exemplary embodiment Described in embodiment do not represent all embodiments consistent with the disclosure.Conversely, they be only with it is such as appended The example of the consistent apparatus and method of some aspects described in detail in claims, the disclosure.

The embodiment of the present disclosure provides a kind of method and device of recommending contact persons.In the technical scheme, client is obtained The position of user is in the time during position with user, and according to these information for obtaining the when null record of the user, visitor are formed The when null record of user is sent to server by family end, by server according to user when null record and prestore other use Family when null record determine meet frequency reach default frequency can recommending contact persons, and by this can recommending contact persons return to visitor Family end.So as to realize that the frequency that meets (can be considered the action trail of user) according to user and other users is recommended to contact to user People, so as to improve the hit rate and accuracy of recommending contact persons.Fig. 1 is a kind of recommendation connection according to an exemplary embodiment It is the flow chart of the method for people, the method is used for server end, as shown in figure 1, comprising the following steps S101-S103：

In step S101, the when null record of the user that client sends is received, the when null record of user includes user's Position and user are in the time during position.

In step s 102, according to the when null record and when null record of other users for prestoring of user, it is determined that with What the frequency that meets of user reached default frequency can recommending contact persons.

Wherein, default frequency can be default user with the number of times that meets of other users (two users when null record in Time and be considered as the two users during identical position and meet once), or the number of times that meets with other users of user with should The percentage of the space-time record strip number of user.Default frequency can be that user arranges (number of times that for example, meets is 5 times), also may be used Be according to during user null record determine (for example, the default frequency of user is the number of times that meets of the user and other users When, can the space-time record strip number of user is obtained with default weight calculation according to result, such as the null record as user Bar number is 100, and when default weight is 30%, then it is 30 to preset frequency, by that analogy, when the space-time record strip number of user is 60, when default weight is 30%, then it is 18 to preset frequency).

In one embodiment, can also monitor and currently whether reach the default determination time；When currently reaching default determination During the time, then execution step S102.For example, it is stipulated that initial time is 0:00, and regulation lights beginning timing from 0, at interval of 15 Minute at the corresponding moment is the default determination time, now, when the time of monitoring 0 is reached:15 (or 0:30、1:00th,,, with this Analogize) when, execution step S102.Therefore, the embodiment of the present disclosure is realized when the default determination time is reached, it is determined that the phase with user Meet frequency reach default frequency can recommending contact persons, in order in time can recommending contact persons recommend user.

In one embodiment, the instruction of input can also be monitored；When the instruction of input includes default determination order, then Execution step S102.Wherein, preset and determine order, e.g. user is by triggering programmable button or performs default gesture input Instruction, the default determination order is used to indicate server execution step S102.The embodiment of the present disclosure is realized according to user input Instruction determine with the frequency that meets of user reach default frequency can recommending contact persons, can be according to the meaning of oneself in order to user Be willing to acquisition can recommending contact persons, so as to improve Consumer's Experience.

In one embodiment, it is when null record and other users for prestoring according to user that step S102 can perform When null record, determine in preset time period with the frequency that meets of user reach default frequency can recommending contact persons.For example, Time when preset time period is 30 days, newest one of user in null record is April No. 30 15:00, then can determine March 31 Numbers 15:00 to April No. 30 15:In 00 this period with the frequency that meets of user reach default frequency can recommending contact persons. The embodiment of the present disclosure for example nearest one month or 1 year, is conducive to using user with other users most by preset time period The near frequency that meets (can be considered the action trail of user), to user recommend can recommending contact persons, so as to improve the contact of recommendation The hit rate and accuracy of people.

In step s 103, can recommending contact persons be sent to client.

In one embodiment, can with according to frequency order from high to low of meeting, pair can recommending contact persons arrange Sequence；Obtain the forward top n of sequence can recommending contact persons, wherein N is positive integer, and N >=1；Then by the forward top n that sorts Can recommending contact persons be sent to client.For example, user can recommending contact persons first, second, third, the frequency that meets of fourth distinguishes successively For 70%, 50%, 60%, 30%.If N is 2, the forward first of the frequency that meets and third are recommended into user.The embodiment of the present disclosure By the frequency that meets it is higher can recommending contact persons recommend user, so as to improve the hit rate and accuracy of the contact person of recommendation.

In one embodiment, can also by user send to can recommending contact persons client.For example, user B1 can Recommending contact persons are user B2, B3, B4, then user B1 can be sent to into the respective client of user B2, B3, B4.Disclosure reality Apply example realize by user recommend the user can recommending contact persons, enable can recommending contact persons recognize the user in time, So as to improve the hit rate and accuracy of the contact person of recommendation.

In one embodiment, when user and user can in recommending contact persons, exist each other can recommending contact persons use During the race of family, the user in user race is sent to into the client of the other users in user race.For example, user B1, B2, B3, B4 Each other can recommending contact persons, then other contact persons that can be between user B1-B4 in mutual recommended user B1-B4.At one In embodiment, user race can be determined by longest common subsequence algorithm.The embodiment of the present disclosure is realized the use in user race Family is mutually recommended, and improves the hit rate and accuracy of the contact person for recommending.

To sum up, the embodiment of the present disclosure according to the frequency that meets (can be considered the action trail of user) of user and other users to User's recommending contact persons.For example, when user and can recommending contact persons the frequency that meets more than 50% when, then illustrate user with this can The number of times that meet of the recommending contact persons in same place of same time is more, it is believed that user and this can be between recommending contact persons Be set up sight exchange, have gained some understanding each other, by it is such can recommending contact persons recommend user when, due to user and this can There is basic insight between recommending contact persons so that recommend successful probability increase, so as to improve the hit of recommending contact persons Rate and accuracy.

The method of the recommending contact persons that the embodiment of the present disclosure is provided can be used in terminal device, can such as obtain the position of user Mobile phone, panel computer etc..

Fig. 2 is a kind of flow chart of the method for the recommending contact persons according to an exemplary embodiment, and the method is used for Client, as shown in Fig. 2 comprising the following steps S201-S203：

In step s 201, the position and user for obtaining user is in the time during position, and according to the user for obtaining Position and user be in the position when time, generate user when null record.

In one embodiment, can also monitor and currently whether reach the default acquisition time；When currently reaching default acquisition During the time, the position and user for obtaining user is in the time during position.For example, it is stipulated that initial time is 0:00, and specify Beginning timing is lighted from 0, was the default acquisition time at interval of 15 minutes corresponding moment, now, when the time of monitoring 0 is reached: 15 (or 0:30、1:When the 00th,,, by that analogy), execution step S201.Time interval between the default acquisition time is less, Client generate user when null record it is more, client is supplied to the when null record of server more, then server according to When null record determine can recommending contact persons it is more accurate.The embodiment of the present disclosure is realized when the default acquisition time is reached, obtains and use The position at family and user are in the time during position, in order to periodically obtain position and the use of user according to the default acquisition time Family be in the position when time, in order to for server to user recommendation can recommending contact persons Back ground Information is provided.

In one embodiment, the instruction of input can also be monitored；When the instruction of input includes default acquisition order, obtain The position and user for taking family is in time during position.Wherein, preset and obtain order, e.g. user presses by the way that triggering is default Key performs the instruction for presetting gesture input, and default the acquisition is ordered for indicating that client executing obtains the position of user and use Family be in position when time operation.The embodiment of the present disclosure is realized obtaining position and the use of user according to the instruction of user input Family is in time during position, can be obtained at position and the user of user according to the instruction terminal that needs of oneself in order to user Time when position, so as to improve Consumer's Experience.

In step S202, the when null record of user is sent to into server.

In one embodiment, step S202 can be embodied as：When not connected with server, the space-time of user is remembered Address book stored is to local；When have with server be connected when, the when null record of user is sent to into server.

In step S203, the reception server according to user when null record return can recommending contact persons.

To sum up, the embodiment of the present disclosure is realized obtaining the when null record of user, and the reception server is remembered according to the space-time of user Record recommend can recommending contact persons, improve acquisition can recommending contact persons hit rate and accuracy.

Embodiment one

With the when null record that client obtains user, server is recommended to the client can be as a example by recommending contact persons, to this The method of recommending contact persons is described in detail in open embodiment, as shown in figure 3, including：

In step S301, time when client obtains the position of user and user is in the position, and according to acquisition User position and user be in the position when time, generate user when null record.

In step s 302, the when null record of user is sent to server by client.

In step S303, server receives the when null record of the user that client sends, and the when null record of user includes The position of user and user are in the time during position.

In step s 304, server is according to the when null record and when null record of other users for prestoring of user, It is determined that with the frequency that meets of user reach default frequency can recommending contact persons.

In step S305, server can recommending contact persons be sent to client.

In step S306, client the reception server according to user when null record return can recommending contact persons.

The embodiment of the present disclosure realize according to meet frequency recommend can recommending contact persons, such as user and another user Null record identical bar number is more, i.e., this two, when the same time, the number of times that meets of same place was more, can be considered this two There is basic insight between user, then mutually recommend two users so that the hit rate of recommendation and accuracy are improved.

Embodiment two

With server pair can recommending contact persons be ranked up, will the forward top n of sequence can recommending contact persons return to visitor As a example by the end of family, the method for the recommending contact persons in the embodiment of the present disclosure is described in detail, as shown in figure 4, including：

In step S401, whether client control currently reaches the default acquisition time.

In step S402, when the default acquisition time is currently reached, client obtains the position of user and user is in The time during position, and according to obtain user position and user be in the position when time, generate user space-time Record.

In step S403, the when null record of user is sent to server by client.

In step s 404, server receives the when null record of the user that client sends, and the when null record of user includes The position of user and user are in the time during position.

In step S405, server according to the when null record and when null record of other users for prestoring of user, Determine in nearest one month with the frequency that meets of user reach default frequency can recommending contact persons.

In step S406, server according to frequency order from high to low of meeting, pair can recommending contact persons be ranked up；

In step S 407, server obtain the forward top n of sequence can recommending contact persons, wherein N is positive integer, and N ≥1；

In step S408, server will sort forward top n can recommending contact persons be sent to client.

In step S409, server by user send to can recommending contact persons client.

In step S410, client and can recommending contact persons client the reception server according to the when null record of user What is returned can recommending contact persons.

Wherein, step S408 and step S409 can also be performed simultaneously.

The embodiment of the present disclosure realized according to the sequence of frequency of meeting, recommend sequence it is forward can recommending contact persons, because of user With can recommending contact persons the frequency that meets it is higher so that the hit rate of recommendation and accuracy are improved.

Fig. 5 is a kind of illustrative diagram of the device of the recommending contact persons according to an exemplary embodiment, such as Fig. 5 Shown, the device is used for server end, including receiver module 501, the sending module 503 of determining module 502 and first, wherein,

Receiver module 501, is configurable for receiving the when null record of the user that client sends, the when null record of user Position and user including user is in time during position；

Determining module 502, be configurable for according to user when null record and other users for prestoring space-time Record, it is determined that with the frequency that meets of user reach default frequency can recommending contact persons；

First sending module 503, be configurable for can recommending contact persons be sent to client.

In one embodiment, as shown in fig. 6, the device also includes：

First monitoring module 504, is configurable for whether monitoring currently reaches the default determination time；

In one embodiment, as shown in fig. 7, determining module 502 includes：

First determining unit 505, is configurable for, when the default determination time is currently reached, being remembered according to the space-time of user Record and the when null record of other users for prestoring, it is determined that with the frequency that meets of user reach default frequency recommend contact People.

In one embodiment, as shown in figure 8, the device also includes：

Second monitoring module 506, is configurable for monitoring the instruction of input；

In one embodiment, as shown in figure 9, determining module 502 includes：

Second determining unit 507, is configurable for when the instruction of input includes default determination order, according to user's When the null record and when null record of other users for prestoring, it is determined that reaching pushing away for default frequency with the frequency that meets of user Recommend contact person.

In one embodiment, as shown in Figure 10, determining module 502 includes：

3rd determining unit 508, is configurable for the when null record and other users for prestoring according to user When null record, determine in preset time period with the frequency that meets of user reach default frequency can recommending contact persons.

In one embodiment, as shown in figure 11, determining module 502 includes：

Sequencing unit 509, is configurable for according to frequency order from high to low of meeting, pair can recommending contact persons carry out Sequence；

Acquiring unit 510, be configurable for obtaining the forward top n of sequence can recommending contact persons, wherein N is just whole Number, and N >=1；

In one embodiment, as shown in figure 12, the first sending module 503 includes：

Transmitting element 511, be configurable for will the forward top n of sequence can recommending contact persons be sent to client.

In one embodiment, as shown in figure 13, the device also includes：

Second sending module 512, be configurable for by user send to can recommending contact persons client.

In one embodiment, as shown in figure 14, the device also includes：

3rd sending module 513, be arranged to as user and user can be in recommending contact persons, existing can recommend each other During the user race of contact person, the user in user race is sent to into the client of the other users in user race.

Figure 15 is a kind of illustrative diagram of the device of the recommending contact persons according to an exemplary embodiment, is such as schemed Shown in 15, the device is configurable for client, including processing module 1501, sending module 1502 and receiver module 1503, Wherein,

Processing module 1501, be configurable for obtain user position and user be in position when time, and according to The position of the user of acquisition and user are in time during position, generate the when null record of user；

Sending module 1502, is configurable for for the when null record of user being sent to server；

Receiver module 1503, is configurable for the contact recommended that the reception server is returned according to the when null record of user People.

In one embodiment, as shown in figure 16, the device also includes：

First monitoring module 1504, is configurable for whether monitoring currently reaches the default acquisition time；

In one embodiment, as shown in figure 17, processing module 1501 includes：

First acquisition unit 1505, is configurable for obtaining the position of user when the default acquisition time is currently reached The time being in user during position.

In one embodiment, as shown in figure 18, the device also includes：

Second monitoring module 1506, is configurable for monitoring the instruction of input；

In one embodiment, as shown in figure 19, processing module 1501 includes：

Second acquisition unit 1507, is configurable for, when the instruction of input includes default acquisition order, obtaining user Position and user be in position when time.

In one embodiment, as shown in figure 20, sending module 1502 includes：

Memory cell 1508, is configurable for when not connected with server, by the space-time record storage of user to this Ground；

Transmitting element 1509, be configurable for when have with the server be connected when, by the when null record of the user It is sent to server.

Figure 21 is a kind of block diagram of the device 8000 for recommending contact persons according to an exemplary embodiment.Example Such as, device 8000 can be mobile phone, and computer, digital broadcast terminal, messaging devices, game console, flat board sets It is standby, Medical Devices, body-building equipment, personal digital assistant etc..

With reference to Figure 21, device 8000 can include following one or more assemblies：Process assembly 8002, memory 8004, Power supply module 8006, multimedia groupware 8008, audio-frequency assembly 8010, the interface 8012 of input/output (I/O), sensor cluster 8014, and communication component 8016.

The integrated operation of the usual control device 8000 of process assembly 8002, such as with display, call, data communication, The associated operation of camera operation and record operation.Treatment element 8002 can include one or more processors 8020 to perform Instruction, to complete all or part of step of above-mentioned method.Additionally, process assembly 8002 can include one or more moulds Block, the interaction being easy between process assembly 8002 and other assemblies.For example, processing component 8002 can include multi-media module, To facilitate the interaction between multimedia groupware 8008 and process assembly 8002.

Memory 8004 is configured to store various types of data to support the operation in equipment 8000.These data Example includes the instruction of any application program for operating on device 8000 or method, and user data, telephone book data disappears Breath, picture, video etc..Memory 8004 can be by any kind of volatibility or non-volatile memory device or their group Close and realize, such as static RAM (SRAM), Electrically Erasable Read Only Memory (EEPROM) is erasable to compile Journey read-only storage (EPROM), programmable read only memory (PROM), read-only storage (ROM), magnetic memory, flash Device, disk or CD.

Electric power assembly 8006 provides electric power for the various assemblies of device 8000.Electric power assembly 8006 can include power management System, one or more power supplys, and other generate, manage and distribute the component that electric power is associated with for device 8000.

Multimedia groupware 8008 is included in the screen of one output interface of offer between device 8000 and user.At some In embodiment, screen can include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel, screen Touch-screen is may be implemented as, to receive the input signal from user.Touch panel includes one or more touch sensors With the gesture on sensing touch, slip and touch panel.Touch sensor can not only sensing touch or sliding action border, But also the detection duration related to touch or slide and pressure.In certain embodiments, multimedia groupware 8008 Including a front-facing camera and/or post-positioned pick-up head.When equipment 8000 is in operator scheme, such as screening-mode or video mode When, front-facing camera and/or post-positioned pick-up head can receive the multi-medium data of outside.Each front-facing camera and rearmounted shooting Head can be a fixed optical lens system or with focusing and optical zoom capabilities.

Audio-frequency assembly 8010 is configured to output and/or input audio signal.For example, audio-frequency assembly 8010 includes a wheat Gram wind (MIC), when device 8000 is in operator scheme, such as call model, logging mode and speech recognition mode, microphone quilt It is configured to receive external audio signal.The audio signal for being received can be further stored in memory 8004 or via communication Component 8016 sends.In certain embodiments, audio-frequency assembly 8010 also includes a loudspeaker, for exports audio signal.

I/O interfaces 8012 are that interface, above-mentioned peripheral interface module are provided between process assembly 8002 and peripheral interface module Can be keyboard, click wheel, button etc..These buttons may include but be not limited to：Home button, volume button, start button and Locking press button.

Sensor cluster 8014 includes one or more sensors, and the state for providing various aspects for device 8000 is commented Estimate.For example, sensor cluster 8014 can detect the opening/closed mode of equipment 8000, such as relative positioning of component, institute Display and keypad that component is device 8000 are stated, sensor cluster 8014 can be with detection means 8000 or device 8,000 1 The position of individual component changes, and user is presence or absence of with what device 8000 was contacted, the orientation of device 8000 or acceleration/deceleration and dress Put 8000 temperature change.Sensor cluster 8014 can include proximity transducer, be configured to without any physics The presence of object nearby is detected during contact.Sensor cluster 8014 can also include optical sensor, and such as CMOS or ccd image are sensed Device, for used in imaging applications.In certain embodiments, the sensor cluster 8014 can also include acceleration sensing Device, gyro sensor, Magnetic Sensor, pressure sensor or temperature sensor.

Communication component 8016 is configured to facilitate the communication of wired or wireless way between device 8000 and other equipment.Dress Putting 8000 can access based on the wireless network of communication standard, such as WiFi, 2G or 3G, or combinations thereof.It is exemplary at one In embodiment, communication component 8016 receives the broadcast singal or broadcast correlation from external broadcasting management system via broadcast channel Information.In one exemplary embodiment, the communication component 8016 also includes near-field communication (NFC) module, to promote short distance Communication.For example, RF identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra broadband can be based in NFC module (UWB) technology, bluetooth (BT) technology and other technologies are realizing.

In the exemplary embodiment, device 8000 can be by one or more application specific integrated circuits (ASIC), numeral Signal processor (DSP), digital signal processing appts (DSPD), PLD (PLD), field programmable gate array (FPGA), controller, microcontroller, microprocessor or other electronic components realizations, for performing said method.

In the exemplary embodiment, a kind of non-transitorycomputer readable storage medium including instruction, example are additionally provided Such as include the memory 8004 of instruction, above-mentioned instruction can be performed to complete said method by the processor 8020 of device 8000.Example Such as, the non-transitorycomputer readable storage medium can be ROM, random access memory (RAM), CD-ROM, tape, soft Disk and optical data storage devices etc..

A kind of device of recommending contact persons, for client, including：

Processor；

For storing the memory of processor executable；

Wherein, processor is configured to：

The position and user for obtaining user is in time during position, and the position according to the user for obtaining and user are in Time during position, generate the when null record of user；

The when null record of user is sent to into server；

The reception server according to user when null record return can recommending contact persons.

The processor is additionally configured to：

Whether monitoring currently reaches the default acquisition time；When the default acquisition time is currently reached, the position of user is obtained The time being in user during position.

The processor is additionally configured to：

The instruction of monitoring input；When the instruction of input includes default acquisition order, obtain at position and the user of user Time when position.

The processor is additionally configured to：

When not connected with server, by the space-time record storage of user to local；

When have with server be connected when, the when null record of user is sent to into server.

A kind of non-transitorycomputer readable storage medium, when the instruction in storage medium is by the computing device of terminal When so that terminal is able to carry out a kind of method of recommending contact persons, and method includes：

The when null record of user is sent to into server；

The storage medium is also stored with：

Figure 22 is the structural representation of server in the embodiment of the present invention.The server 1900 can be different because of configuration or performance And the larger difference of producing ratio, can include one or more central processing units (central processing units, CPU) 1922 (for example, one or more processors) and memory 1932, one or more storage application programs 1942 or the storage medium 1930 (such as one or more mass memory units) of data 1944.Wherein, memory 1932 Can be of short duration storage or persistently storage with storage medium 1930.Be stored in storage medium 1930 program can include one or More than one module (diagram is not marked), each module can include operating the series of instructions in server.Further Ground, central processing unit 1922 could be arranged to be communicated with storage medium 1930, and storage medium 1930 is performed on server 1900 In series of instructions operation.

Server 1900 can also include one or more power supplys 1926, one or more wired or wireless nets Network interface 1950, one or more input/output interfaces 1958, one or more keyboards 1956, and/or, one or More than one operating system 1941, such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM Etc..

A kind of device of recommending contact persons, for server end, including：

Processor；

For storing the memory of processor executable；

Wherein, processor is configured to：

The when null record of the user that client sends is received, the when null record of user includes that the position of user and user are in Time during position；

According to the when null record and when null record of other users for prestoring of user, it is determined that the frequency that meets with user Reach default frequency can recommending contact persons；

Can recommending contact persons be sent to client.

The processor is additionally configured to：

Whether monitoring currently reaches the default determination time；When currently reaching the default determination time, remembered according to the space-time of user Record and the when null record of other users for prestoring, it is determined that with the frequency that meets of user reach default frequency recommend contact People.

The processor is additionally configured to：

The instruction of monitoring input；When the instruction of input include it is default determine order when, according to the when null record and pre- of user The when null record of other users for first storing, it is determined that with the frequency that meets of user reach default frequency can recommending contact persons.

The processor is additionally configured to：

According to the when null record and when null record of other users for prestoring of user, determine in preset time period with What the frequency that meets of user reached default frequency can recommending contact persons.

The processor is additionally configured to：

According to frequency order from high to low of meeting, pair can recommending contact persons be ranked up；

Can recommending contact persons be sent to client, including：

Will the forward top n of sequence can recommending contact persons be sent to client.

The processor is additionally configured to：

By user send to can recommending contact persons client.

The processor is additionally configured to：

When user and user can in recommending contact persons, exist each other can recommending contact persons user race when, by user race In user be sent to the client of the other users in user race.

A kind of non-transitorycomputer readable storage medium, when the instruction in storage medium is by the computing device of server When so that server is able to carry out a kind of method of recommending contact persons, and method includes：

Can recommending contact persons be sent to client.

The storage medium is also stored with：

Can recommending contact persons be sent to client, including：

The storage medium is also stored with：

By user send to can recommending contact persons client.

The storage medium is also stored with：

Those skilled in the art will readily occur to its of the disclosure after considering specification and putting into practice disclosure disclosed herein Its embodiment.The application is intended to any modification, purposes or the adaptations of the disclosure, these modifications, purposes or Person's adaptations follow the general principle of the disclosure and including the undocumented common knowledge in the art of the disclosure Or conventional techniques.Description and embodiments are considered only as exemplary, and the true scope of the disclosure and spirit are by following Claim is pointed out.

It should be appreciated that the disclosure is not limited to the precision architecture for being described above and being shown in the drawings, and And can without departing from the scope carry out various modifications and changes.The scope of the present disclosure is only limited by appended claim.

Claims

1. a kind of method of recommending contact persons, for server end, it is characterised in that include：

Receive the when null record of the user that client sends, the when position of null record including the user and described of the user User is in the time during position；

According to the when null record and when null record of other users for prestoring of the user, it is determined that meeting with the user Frequency reach default frequency can recommending contact persons, wherein, the default frequency be used for characterize the default user with it is described Meet number of times or the default user and meet number of times and the space-time of the user of other users of other users The percentage of record strip number；

By it is described can recommending contact persons be sent to the client；

Methods described also includes：

When the user and the user can in recommending contact persons, exist each other can recommending contact persons user race when, by institute State the client of the other users that the user in user race is sent in the user race.

2. method according to claim 1, it is characterised in that methods described also includes：

Whether monitoring currently reaches the default determination time；

The when null record and when null record of other users for prestoring according to the user, it is determined that with the user's The frequency that meets reach default frequency can recommending contact persons, including：

When the default determination time is currently reached, according to the user when null record and other users for prestoring space-time Record, it is determined that with the frequency that meets of the user reach default frequency can recommending contact persons.

3. method according to claim 1, it is characterised in that methods described also includes：

The instruction of monitoring input；

When the instruction of the input include it is default determine order when, according to the user when null record and prestore other The when null record of user, it is determined that with the frequency that meets of the user reach default frequency can recommending contact persons.

4. method according to claim 1, it is characterised in that

According to the when null record and when null record of other users for prestoring of the user, determine in preset time period with What the frequency that meets of the user reached default frequency can recommending contact persons.

5. according to arbitrary described method in Claims 1-4, it is characterised in that

6. method according to claim 1, it is characterised in that methods described also includes：

By the user send to it is described can recommending contact persons client.

7. a kind of method of recommending contact persons, it is characterised in that include：

Obtain user position and the user be in the position when time, and according to obtain the user position and The user is in the time during position, generates the when null record of the user；

The when null record of the user is sent to into server；

The server according to the when null record and when null record of other users for prestoring of the user, it is determined that with it is described The frequency that meets of user reach default frequency can recommending contact persons, wherein, the default frequency is used to characterizing default described Meet number of times or the default user and other users of user and other users meet number of times with it is described The percentage of the space-time record strip number of user；

8. method according to claim 7, it is characterised in that methods described also includes：

Whether monitoring currently reaches the default acquisition time；

When the default acquisition time is currently reached, the position and the user for obtaining user is in the time during position.

9. method according to claim 7, it is characterised in that methods described also includes：

The instruction of monitoring input；

When the instruction of the input includes default acquisition order, when the position and the user for obtaining user is in the position Time.

10. method according to claim 7, it is characterised in that

It is described that the when null record of the user is sent to into server, including：

11. a kind of devices of recommending contact persons, for server end, it is characterised in that include：

Receiver module, for receiving the when null record of the user of client transmission, the when null record of the user includes the use The position at family and the user are in the time during position；

Determining module, for according to the when null record and when null record of other users for prestoring of the user, it is determined that with The frequency that meets of the user reach default frequency can recommending contact persons, wherein, the default frequency be used for characterize it is default Meet number of times or the default user and other users of the user and other users meet number of times with The percentage of the space-time record strip number of the user；

First sending module, for by it is described can recommending contact persons be sent to the client；

Described device also includes：

3rd sending module, for can exist and can recommend each other contact in recommending contact persons as the user and the user During the user race of people, the user in the user race is sent to into the client of the other users in the user race.

12. devices according to claim 11, it is characterised in that described device also includes：

The determining module includes：

First determining unit, for when the default determination time is currently reached, according to the user when null record and deposit in advance The when null record of other users of storage, it is determined that with the frequency that meets of the user reach default frequency can recommending contact persons.

13. devices according to claim 11, it is characterised in that described device also includes：

Second monitoring module, for the instruction of monitoring input；

The determining module includes：

Second determining unit, for when the instruction of the input includes default determination order, being remembered according to the space-time of the user Record and the when null record of other users for prestoring, it is determined that reaching recommending for default frequency with the frequency that meets of the user Contact person.

14. devices according to claim 11, it is characterised in that

The determining module includes：

3rd determining unit, for according to the when null record and when null record of other users for prestoring of the user, really Determine in preset time period with the frequency that meets of the user reach default frequency can recommending contact persons.

15. according to arbitrary described device in claim 11 to 14, it is characterised in that

The determining module, including：

Sequencing unit, for according to the frequency order from high to low of meeting, to it is described can recommending contact persons be ranked up；

First sending module includes：

16. devices according to claim 11, it is characterised in that described device also includes：

17. a kind of devices of recommending contact persons, it is characterised in that include：

Processing module, the position and the user for obtaining user is in the time during position, and according to the institute for obtaining The position and the user for stating user is in the time during position, generates the when null record of the user；

Sending module, for the when null record of the user to be sent to into server, the server is used for according to the user The when null record and when null record of other users for prestoring, it is determined that reaching default frequency with the frequency that meets of the user Can recommending contact persons, wherein, the default frequency is used to characterizing meeting time for the default user and other users Meet number of times and the percentage of the space-time record strip number of the user of the several or default user and other users；

18. devices according to claim 17, it is characterised in that described device also includes：

The processing module includes：

First acquisition unit, the position and the user for when the default acquisition time is currently reached, obtaining user is in institute Time when rheme is put.

19. devices according to claim 17, it is characterised in that described device also includes：

Second monitoring module, for the instruction of monitoring input；

The processing module includes：

Second acquisition unit, for when the instruction of the input include it is default obtain order when, obtain the position of user and described User is in the time during position.

20. devices according to claim 17, it is characterised in that

The sending module includes：

21. a kind of devices of recommending contact persons, for server end, it is characterised in that include：

Processor；

For storing the memory of processor executable；

Wherein, the processor is configured to：

By it is described can recommending contact persons be sent to the client；

22. a kind of devices of recommending contact persons, it is characterised in that include：

Processor；

For storing the memory of processor executable；

Wherein, the processor is configured to：

The when null record of the user is sent to into server；