CN107707775A - A kind of income prompting method and device - Google Patents
A kind of income prompting method and device Download PDFInfo
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- CN107707775A CN107707775A CN201610642837.5A CN201610642837A CN107707775A CN 107707775 A CN107707775 A CN 107707775A CN 201610642837 A CN201610642837 A CN 201610642837A CN 107707775 A CN107707775 A CN 107707775A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M3/00—Automatic or semi-automatic exchanges
- H04M3/42—Systems providing special services or facilities to subscribers
- H04M3/42025—Calling or Called party identification service
- H04M3/42034—Calling party identification service
- H04M3/42042—Notifying the called party of information on the calling party
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M3/00—Automatic or semi-automatic exchanges
- H04M3/42—Systems providing special services or facilities to subscribers
- H04M3/42136—Administration or customisation of services
- H04M3/42144—Administration or customisation of services by service provider
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Abstract
The application is related to mobile communication technology field, more particularly to a kind of method and device of incoming call prompting, and to solve the problems, such as the processing present in prior art to unknown phone number, there is inaccurate and operating cost is high；The method that the embodiment of the present application provides includes：Call center receives the call request for being used to call second terminal equipment that first terminal equipment is sent；Determine the cohesion information between the first user of first terminal equipment and the second user of second terminal equipment；According to the cohesion information, incoming call prompting information is determined；Afterwards, the call request for carrying incoming call prompting information is sent to second terminal equipment；Prompt message to second terminal equipment is determined according to the cohesion between the first user and second user, the result so obtained is influenceed with regard to smaller by other unrelated users, and the marking behavior that need not collect a large number of users establishes lable number storehouse, thus the processing accuracy to unknown phone number is higher and operating cost is low.
Description
Technical field
The application is related to communication technical field, more particularly to a kind of income prompting method and device.
Background technology
Now, it can be conversed by various terminal devices, be corresponded with solving remote ditch between men
Topic.Call was in order to meet normal communication requirement between user, but with the continuous hair of the communication technology, network technology originally
Exhibition, converses while providing the user with convenient, also brings harassing and wrecking and potential safety hazard.Such as some criminals in recent years
Swindled using mobile phone, will be provided with the mobile phone of call function when becoming them and try to gain the instrument of illegal profit, this not only can
The daily life of user is harassed, but also property, personal safety hidden danger can be brought to user.Therefore when user is connected to Stranger Calls
When, how to help user to handle Stranger Calls, with avoid user by harassing and wrecking and operator need consider the problem of.
Prior art is mainly based upon user to the mark of telephone number to be prompted harassing call or be intercepted.Specifically
Ground, the harassing call number for guiding user to be docked to first are marked or described, and then establish harassing call number high in the clouds mark
Remember storehouse, be stored with the high in the clouds signature library harassing call number by the number of user's mark, harassing and wrecking type (such as promote, swindle,
Multiple level marketing etc.) and user to the description content of the harassing and wrecking number (such as selling insurance, investment guarantee, house property medium etc.).Afterwards,
When user is connected to Stranger Calls again, this strange telephone number can be inquired about in signature library beyond the clouds from the background, if inquiring this number
Mark result corresponding to code, then prompted user or performed interception operation；If the mark corresponding to the number is not inquired
Remember result, then the strange telephone number is not handled, now, if user has answered the Stranger Calls and found that it is
Harassing call, then the Stranger Calls can be marked.
In the prior art, when only telephone number reaches certain amount threshold value by the number of user's mark, call center is
Can determine whether it is harassing call number, and user still can be harassed by the number before this, so what prior art used
Method can only compare obvious action to being played by the harassing call number that user largely marks, and number is labeled for those
Interception operation then can not be prompted or performed to less harassing call number.In addition, prior art is not to by user's mark
Strange telephone number, can not be effectively treated, such as, user does not preserve the contact method of old school fellow or colleague, then when
When user is connected to their incoming call, it can not just determine whether the Stranger Calls with oneself have relation, if be necessary to answer.
In addition, in the prior art, the telephone number of user's mark is only responsible for collecting in backstage, without to telephone number whether be
Harassing and wrecking number does further verification.So, user may to some normal telephone numbers carry out malice mark, then when these just
When the user of normal telephone number makes a phone call to other users, it may be prompted as harassing call or be intercepted, so as to give both sides
Bring puzzlement.Moreover, lable number storehouse used in the prior art, is generated based on substantial amounts of user's hand labeled data
, but actually only have small part user to be marked on one's own initiative in time after harassing call is connected to, so establishing
The time cost in the lable number storehouse is higher, and correspondingly, it is also higher that later renewal cost is established in the lable number storehouse, most
The operating cost in lable number storehouse can be caused high eventually.
In summary, there is the problem of inaccuracy and high operating cost for the processing to unknown phone number in the prior art.
The content of the invention
The embodiment of the present application provides a kind of income prompting method, and the processing to solve in the prior art to unknown phone number is deposited
Inaccurate and operating cost is high the problem of.
A kind of method for incoming call prompting that the embodiment of the present application provides, including：
The first call request that first terminal equipment is sent is received, first call request is used for request call second terminal
Equipment；
Determine the cohesion information between the first user of first terminal equipment and the second user of second terminal equipment；
According to the cohesion information between the first user and second user, incoming call prompting information is determined；
The second call request is sent to second terminal equipment, the incoming call prompting letter is carried in second call request
Breath.
A kind of incoming call prompting device that the embodiment of the present application provides, including：
Receiving module, for receiving the first call request of first terminal equipment transmission, first call request is used for please
Seek calling second terminal equipment；
First determining module, for determine first terminal equipment the first user and second terminal equipment second user it
Between cohesion information；
Second determining module, for according to the cohesion information between the first user and second user, determining incoming call prompting
Information；
Sending module, for sending the second call request to second terminal equipment, carried in second call request
State incoming call prompting information.
In the embodiment of the present application, what call center's reception first terminal equipment was sent is used for request call second terminal equipment
Call request；Afterwards, determine intimate between the first user of first terminal equipment and the second user of second terminal equipment
Spend information；Further, according to the cohesion information, incoming call prompting information is determined；Finally, send and carry to second terminal equipment
There is the call request of incoming call prompting information., can be according to intimate between the first user and second user in the embodiment of the present application
Information is spent, the call request for carrying the incoming call prompting information, the call request are sent to called second terminal equipment
Can carry as it is strange, half be familiar with and be familiar with prompt message；The second user of second terminal equipment is receiving the calling
After request, it can decide whether to receive the call request of first terminal equipment according to these prompt messages, here, not to
Whether the call request of one terminal device is intercepted, but will receive the right to choose of call request and give second terminal and set
It is standby, also, now the prompt message to second terminal equipment is determined according to the cohesion between the first user and second user
, it is only necessary to collect the information related to the first user and second user, shadow of the result so obtained by other unrelated users
Sound is just smaller, on the one hand avoids the problem of prior art carries out maliciously marking the result inaccuracy brought, another aspect phase
The marking behavior of collection a large number of users is needed to establish the mode in lable number storehouse than prior art, cost is relatively low.
Brief description of the drawings
Fig. 1 is the income prompting method flow chart that the embodiment of the present application provides；
Fig. 2 provides the flow chart for density of becoming engaged really for the embodiment of the present application；
Fig. 3 is the exemplary relationship figure between the common contacts ratio and the first cohesion that the embodiment of the present application provides；
Fig. 4 is the exemplary relationship figure between the historical communication frequency and the second cohesion that the embodiment of the present application provides；
Fig. 5 is the flow chart for the another determination cohesion that the embodiment of the present application provides；
Fig. 6 is the incoming call prompting device structure chart that the embodiment of the present application provides.
Embodiment
What call center's reception first terminal equipment was sent in the embodiment of the present application is used for request call second terminal equipment
Call request；Afterwards, determine intimate between the first user of first terminal equipment and the second user of second terminal equipment
Spend information；Further, according to the cohesion information, incoming call prompting information is determined；Finally, send and carry to second terminal equipment
There is the call request of incoming call prompting information., can be according to intimate between the first user and second user in the embodiment of the present application
Information is spent, the call request for carrying the incoming call prompting information, the call request are sent to called second terminal equipment
Can carry as it is strange, half be familiar with and be familiar with prompt message；The second user of second terminal equipment is receiving the calling
After request, it can decide whether to receive the call request of first terminal equipment according to these prompt messages, here, not to
Whether the call request of one terminal device is intercepted, but will receive the right to choose of call request and give second terminal and set
It is standby, also, now the prompt message to second terminal equipment is determined according to the cohesion between the first user and second user
, it is only necessary to collect the information related to the first user and second user, shadow of the result so obtained by other unrelated users
Sound is just smaller, on the one hand avoids the problem of prior art carries out maliciously marking the result inaccuracy brought, another aspect phase
The marking behavior of collection a large number of users is needed to establish the mode in lable number storehouse than prior art, cost is relatively low.
The embodiment of the present application is described in further detail with reference to Figure of description.
As shown in figure 1, the income prompting method flow chart provided for the embodiment of the present application, comprises the following steps：
S101：Call center receives the first call request that first terminal equipment is sent, and first call request is used for please
Seek calling second terminal equipment.
S102：Call center is determined between the first user of first terminal equipment and the second user of second terminal equipment
Cohesion information.
Here, call center can obtain the associated person information in the address list of second terminal equipment first, it is determined that
After the termination number of first terminal equipment is not present in the address list of two terminal devices, then S102 is performed, if second terminal equipment
Address list in the termination number of first terminal equipment be present, then directly can send call request to second terminal equipment, this
Sample, second terminal equipment can show respective contacts information after the termination number in matching address list in incoming call prompting.
In specific implementation process, between the first user of first terminal equipment and the second user of second terminal equipment
Cohesion can be set by the common contacts in the address list of first terminal equipment and second terminal equipment and first terminal
Historical communication between the standby equipment with second terminal records to obtain.
Specifically, according to the associated person information of acquisition, the common contacts ratio between the first user and second user is determined
Example；According to the common contacts ratio between the first user and second user, the first cohesion is determined；And according to first eventually
Historical communication record between end equipment and second terminal equipment, determine the historical communication frequency between the first user and second user
Numerous degree；According to the historical communication frequency between the first user and second user, the second cohesion is determined；According to the first cohesion
With the second cohesion, the cohesion information between the first user and second user is determined.
Said process can be carried out according to the step shown in Fig. 2：
S201a：According to the associated person information of acquisition, the common contacts ratio between the first user and second user is determined
Example；According to the common contacts ratio between the first user and second user, the first cohesion is determined.
Here it is possible to the contact person in obtaining the address list of first terminal equipment and second terminal equipment respectively, then really
Their fixed common contacts ratio, now, common contacts proportional representation probability of first user with second user understanding；
Wherein, common contacts ratio is smaller, then the first user is lower with the probability that second user recognizes；Common contacts ratio is got over
Greatly, then the first user and the probability that second user recognizes are higher.For example, Zhang San and Li Si are classmate, but do not have for a long time
Contact, Li Si also without preservation Zhang San telephone number, now, when Zhang San makes a phone call to Li Si, the Zhang San for Li Si
Incoming call is strange phone, but Zhang San and Li Si are likely to save the telephone number of other classmates of the same class.Now, if passed through
Their respective address lists are analyzed, it is found that they have more than ten of common contacts, then can illustrate Zhang San and Li to a certain extent
Fourth, understanding, Li Si can trust the incoming call for answering Zhang San.
In specific implementation process, the common connection between the first user and second user can be determined according to following steps
People's ratio：
First, contact person's sum N in first terminal equipment and the respective address list of second terminal equipment is determineduAnd Nv, with
And the common contacts quantity N in the address list of first terminal equipment and second terminal equipmentuv。
Secondly, first terminal equipment and the minimum value of the respective contact person in address list sum of second terminal equipment are determined
min(Nu,Nv)。
Finally, by common contacts quantity proportion R shared in the minimum value of contact person's sumuv=Nuv/min(Nu,
Nv), the common contacts ratio being defined as between the first user and second user.
In specific implementation process, the common contacts ratio R between the first user and second user is obtaineduvAfterwards, may be used
To determine the first cohesion I based on below equation(cc,uv)：
Wherein, 0≤I(cc,uv)＜ 1,0≤Ruv≤ 1, A1For to RuvWith I(cc,uv)First fitting factor when being fitted,
And 0 ＜ A1＜ 1；B1For to RuvWith I(cc,uv)Second fitting factor when being fitted, and 0 ＜ B1＜ 1.
Here, to RuvWith I(cc,uv)When being fitted, A1Influence Ruv-I(cc,uv)The overall tendency of curve, to every a pair
(Ruv,I(cc,uv)) value all have an impact, A1It is smaller, Ruv-I(cc,uv)The incremental amplitude of curve is bigger；Work as A1When determining, B1Influence tool
A pair of (R of bodyuv,I(cc,uv)) value, B1It is smaller, RuvCorresponding I(cc,uv)Value is bigger.Therefore, operator carries to group customer
During for service, group customer can be according to RuvTo I(cc,uv)Significance level, determine R between the first user and second useruv-
I(cc,uv)Actual corresponding relation, so as to A1And B1Value be adjusted flexibly.
For example, operator, when providing service to certain group customer, the group customer is according to RuvTo I(cc,uv)Important journey
Degree, determines Ruv-I(cc,uv)Actual corresponding relation it is as follows：
1) R is worked asuvWhen=0, I(cc,uv)=0；
2) R is worked asuvWhen=0.2, I(cc,uv)=0.5；
3) as 0.67≤RuvWhen≤1,0.9 ＜ I(cc,uv)＜ 1 is simultaneously substantially equal to 1.
Then, operator is to RuvWith I(cc,uv)The first fitting factors A when being fitted10.5 is taken, to RuvWith I(cc,uv)Carry out
The second fitting factor B during fitting10.2 is taken, i.e.,：
Now Ruv-I(cc,uv)Between relation it is as shown in Figure 3.
S202a：According between first terminal equipment and second terminal equipment historical communication record, determine the first user and
Historical communication frequency between second user；According to the historical communication frequency between the first user and second user, it is determined that
Second cohesion.
Here, if the historical communication record between first terminal equipment and second terminal equipment is more frequent, first uses
Have that the probability of proper communication demand is bigger between family and second user, i.e., a wherein side is necessary to answer the incoming call of the opposing party
Probability is bigger；If the historical communication record between first terminal equipment and second terminal equipment is more infrequently, the first user
Have that the probability of proper communication demand is smaller between second user, i.e., a wherein side is necessary to answer the general of the incoming call of the opposing party
Rate is smaller.For example, the courier for the cell that Zhang San, which is Li Si, to be lived, Zhang San and Li Si do not recognize, Li Si, which also preserves, to open
Three telephone number, but Zhang San passes through express delivery several times to Li Si, therefore had message registration several times between Zhang San and Li Si
Or send the record of short message.Come what is received it is Stranger Calls to Li Si when Zhang San makes a phone call to Li Si, still, if
They are analyzed in past trimestral message registration, it is found that they shared six message registrations in past three months,
And average each air time continues more than 30s, then illustrates that they communicate frequently, so Li Si's necessity answers coming for Zhang San
Electricity.
In specific implementation process, the historical communication between the first user and second user can be determined according to following steps
Frequency：
First, permissible call number in preset time period of first terminal equipment and second terminal equipment, average is obtained
Efficient message contact number between permissible call duration and first terminal equipment and second terminal equipment；Wherein, it is effectively logical
Words refer to that the duration of call between first terminal equipment and second terminal equipment is more than the call of preset duration；Efficient message comes and goes
After number refers to the message that second terminal equipment receives the transmission of first terminal equipment, the contact number replied；
Afterwards, according to permissible call number, the average effective duration of call and efficient message contact number, the first use is determined
Historical communication frequency between family and second user.
Specifically, the historical communication frequency F between the first user and second user is determined based on below equation(ch,uv)：
Wherein, CuvFor permissible call number, and Cuv≥0；TuvFor the average effective duration of call, and Tuv≥T0, T0For setting
Time threshold；MuvFor efficient message contact number, Muv≥0；C is represented respectivelyuv、TuvAnd MuvIn F(ch,uv)In
Shared proportion, andAnd
In specific implementation process, the historical communication frequency F between the first user and second user is obtained(ch,uv)It
Afterwards, the second cohesion I can be determined based on below equation(ch,uv)：
Wherein, 0≤I(ch,uv)＜ 1, F(ch,uv)Historical communication frequency between the first user and second user；A2For
To F(ch,uv)With I(ch,uv)First fitting factor when being fitted, and 0 ＜ A2＜ 1；B2For to F(ch,uv)With I(ch,uv)Intended
Second fitting factor during conjunction, and 0 ＜ B2＜ 1.
Here, to F(ch,uv)With I(ch,uv)When being fitted, A2Influence F(ch,uv)-I(ch,uv)The overall tendency of curve is right
Every a pair of (F(ch,uv),I(ch,uv)) value all have an impact, A2It is smaller, F(ch,uv)-I(ch,uv)The incremental amplitude of curve is bigger；Work as A2Really
Regularly, B2Influence specific a pair of (F(ch,uv),I(ch,uv)) value, B2It is smaller, F(ch,uv)Corresponding I(ch,uv)Value is bigger.Therefore,
When providing service to group customer, group customer can be according to F for operator(ch,uv)To I(ch,uv)Significance level, determine first
F between user and second user(ch,uv)-I(ch,uv)Actual corresponding relation, so as to A2And B2Value flexibly adjusted
It is whole.
For example, operator, when providing service to certain group customer, the group customer is according to F(ch,uv)To I(ch,uv)It is important
Degree, determine F(ch,uv)-I(ch,uv)Actual corresponding relation it is as follows：
1) F is worked as(ch,uv)When=0, I(ch,uv)=0；
2) F is worked as(ch,uv)When=10, I(ch,uv)=0.5；
3) F is worked as(ch,uv)During ＞ 34,0.9 ＜ I(ch,uv)＜ 1 is simultaneously substantially equal to 1.
Then, operator is to F(ch,uv)With I(ch,uv)The first fitting factors A when being fitted20.5 is taken, to RuvWith I(cc,uv)
The second fitting factor B when being fitted210 are taken, i.e.,：
Now F(ch,uv)-I(ch,uv)Between relation it is as shown in Figure 4.
S203a：According to the first cohesion and the second cohesion, the cohesion letter between the first user and second user is determined
Breath.
In specific implementation process, according to the first cohesion and the second cohesion, first can be determined based on below equation
Cohesion information I between user and second useruv：
Wherein, I(cc,uv)For the first cohesion；I(ch,uv)For the second cohesion；β represents I respectively(cc,uv)And I(ch,uv)
IuvIn weight,0 ＜ β ＜ 1, and
Here, when providing service to group customer, group customer can be according to itself actual use scene for operator
Difference, I is adjusted respectively(cc,uv)And I(ch,uv)In IuvIn weight.
S103：Call center determines incoming call prompting information according to the cohesion information between the first user and second user.
, can be to the first user of first terminal equipment and the second user of second terminal equipment in specific implementation process
Between cohesion information section is set, call center is judged according to the cohesion numerical value between the first user and second user
Which cohesion section it is in, and second terminal equipment is correspondingly prompted again afterwards.If for example, the first user and second
Cohesion numerical value between user is 0, it is determined that first terminal equipment is strange telephone number；If the first user and second user
Between cohesion numerical value be between 0 and 0.5, it is determined that first terminal equipment is familiar with telephone number for half；If the first user
Cohesion numerical value between second user is more than 0.5, it is determined that first terminal equipment is close number.
S104：Call center sends the second call request to second terminal equipment, carries and in second call request
Electric prompt message.
In specific implementation process, call center can be according to above-mentioned incoming call prompting information, in coming for second terminal equipment
Second user is prompted in a manner of mild and roundabout on electric interface.For example, strange telephone number marks red exclamation pattern and " footpath between fields
It is raw " word；Half is familiar with telephone number mark yellow question mark pattern and " half is familiar with " word；Close number marks green check mark pattern
" intimate " word.
In above-mentioned S202a steps, in selected time range, the communication frequency of first terminal equipment and second terminal equipment
Numerous degree is identical in influence of the different time sections to the second cohesion.And in practical application, group customer may wish to
Influence of the communication frequency of one terminal device and second terminal equipment to the second cohesion can be over time retrospect forward
And constantly decay.For example, the second user of the first user of first terminal equipment and second terminal equipment is in May, 2016
Communications records, compared with communications records when in April, 2016, the former influence to the second cohesion will height；During in April, 2016
Communications records again than in March, 2016 when influence of the communications records to the second cohesion it is high, by that analogy ....So
In selected time range, if it is considered that influence of the communications records of the first user and second user to the second cohesion is with the time
The situation of decay, it can also establish the model that the second cohesion decays with the time.
Specifically, recorded according to the historical communication between the first user and second user, selected preset time period is drawn
It is divided into n sub- periods, the historical communication frequency according to corresponding to each sub- period between the first user and second user,
Determine the second cohesion corresponding to the sub- period；Afterwards, based on each sub- period respectively corresponding to the second cohesion, according to
Below equation determines the second cohesion I between the first user and second user(ch,uv)：
Wherein, I(ch,uv)(i)For the I in i-th of sub- period(ch,uv)；0 ＜ λ≤1, λ I(ch,uv)(i)With the decay of time
Time in the factor, wherein i+1 a sub- period is earlier than the time in i-th of sub- period.
In specific implementation process, the I in i-th of sub- period(ch,uv)(i)Determination mode can with S202a
I(ch,uv)Determination mode it is identical.If for example, consider in June, 2015 to first terminal equipment in the period of time T in May, 2016
The first user and second terminal equipment second user the second cohesion, then T can be divided with the moon, so as to by T
12 sub- periods are divided into, to this 12 sub- periods according to from being closely ranked up to remote time sequencing, secondly ordered sets
For 0,1 ..., 11 }；Within this 12 sub- periods, its second cohesion is calculated respectively, then can be obtained and this 12 period of the day from 11 p.m. to 1 a.m
Between section corresponding the second cohesion set { I of secondary ordered sets(ch,uv)(0),I(ch,uv)(1)... I(ch,uv)(11), take each period of the day from 11 p.m. to 1 a.m
Between section the second cohesion with the time decay factor λ=0.7, then the second cohesion of the first user and second user is in T：
In addition, in above-mentioned S102 steps, call center is the first terminal equipment and second terminal equipment according to acquisition
Historical communication record between associated person information and first terminal equipment and second terminal equipment, determine that the first user and second uses
Cohesion information between family.In specific implementation process, call center can also be according to the first terminal equipment of acquisition and
Historical communication record between the associated person information of two terminal devices, or first terminal equipment and second terminal equipment, determines the
Cohesion information between one user and second user.
Specifically, if according to the associated person information of the first terminal equipment of acquisition and second terminal equipment, first is determined
Cohesion information between user and second user, then can according to the address list of first terminal equipment and second terminal equipment,
Determine the common contacts ratio between the first user and second user；According to common between the first user and second user
It is people's ratio, determines the first cohesion, afterwards, using the first cohesion of determination as the parent between the first user and second user
Density information；If according between first terminal equipment and second terminal equipment historical communication record, determine the first user and
Cohesion information between second user, then it can be remembered according to the historical communication between first terminal equipment and second terminal equipment
Record, determines the historical communication frequency between the first user and second user；According to going through between the first user and second user
History communication frequency, determines the second cohesion, afterwards, using the second cohesion of determination as between the first user and second user
Cohesion information.
In the embodiment of the present application, what call center's reception first terminal equipment was sent is used for request call second terminal equipment
Call request；After it is determined that the termination number of first terminal equipment is not present in second terminal equipment, first can be obtained eventually
The address list of end equipment and second terminal equipment, and the historical communication of first terminal equipment and second terminal equipment record；And
And the first user and the second terminal equipment of first terminal equipment can be determined based on the address list and historical communication record
Cohesion information between second user；Further, according to the cohesion information, incoming call prompting information is determined；Afterwards, to
Two terminal devices send the call request for carrying incoming call prompting information.In the embodiment of the present application, can according to the first user and
Cohesion information between second user, the calling that incoming call prompting information is carried to the transmission of called second terminal equipment please
Ask, the call request can carry as it is strange, half be familiar with and be familiar with prompt message；Second terminal equipment is exhaled receiving this
After crying request, it can decide whether to receive the call request of first terminal equipment according to these prompt messages, it is here, not right
Whether the call request of first terminal equipment is intercepted, but will receive the right to choose of call request and give second terminal and set
It is standby, also, now the prompt message to second terminal equipment is determined according to the cohesion between the first user and second user
, it is only necessary to collect the information related to the first user and second user, shadow of the result so obtained by other unrelated users
Sound is just smaller, on the one hand avoids the problem of prior art carries out maliciously marking the result inaccuracy brought, another aspect phase
The marking behavior of collection a large number of users is needed to establish the mode in lable number storehouse than prior art, cost is relatively low.
Below by a specific example, the invention will be described further.
It is assumed that operator is to certain group customer when providing service, the group customer according to the practical business demand of itself,
Determine A1=0.5, B1=0.2, i.e. the first cohesionDetermine A2=0.5, B2=10, i.e., second is intimate
DegreeIn addition, determine I(cc,uv)And I(ch,uv)In the first user of first terminal equipment and second terminal
Weight in the cohesion of the second user of equipment is respectively 0.5, then the cohesion I between the first user and second useruvFor：
Iuv=0.5 × I(cc,uv)+0.5×I(ch,uv)。
In addition, it is assumed that 100 contact persons are shared in the address list of first terminal equipment, in the address list of second terminal equipment
Sharing 150 contact persons, the common contacts quantity in the address list of first terminal equipment and second terminal equipment is 10, and the
The termination number of first terminal equipment is not present in the address list of two terminal devices.First terminal equipment and second terminal equipment exist
Conversed 15 times in past 6 months, wherein number of the duration of call more than 30s has 10 times, it is assumed that this 10 times average call duration
For 40s, the effective information contact number of first terminal equipment and second terminal equipment is 5 times, permissible call number Cuv, averagely have
Imitate duration of call Tuv, efficient message contact number MuvIn historical communication frequency shared proportion be respectively 0.5,0.3,
0.2。
Then, when first terminal equipment have sent the request of calling second terminal equipment to call center, call center's meeting
Initiate to read the request of address list to second terminal equipment, obtaining the address list information of second terminal equipment, and determine
After the termination number of first terminal equipment is not present in the address list of second terminal equipment, the following steps shown in Fig. 5 are performed.
S501：According to the associated person information of the first terminal equipment of acquisition and second terminal equipment, determine that first terminal is set
Common contacts ratio between the first standby user and the second user of second terminal equipment；According to first user and second
The cohesion of common contacts ratio-dependent first between user.
Specifically, call center has obtained the address list information of second terminal equipment in said process, so as to
Determine contact person's sum N in the address list of second terminal equipmentv=150；And then initiate to read to first terminal equipment and lead to
The request of record is interrogated, obtains contact person's sum N in the address list of first terminal equipmentu=100；Further, first is compared eventually
Associated person information in end equipment and the record of second terminal device talk, determines its common contacts quantity Nuv=10, then first eventually
Common contacts ratio R between first user of end equipment and the second user of second terminal equipmentuvFor：
Ruv=Nuv/min(Nu,Nv)=10/min (100,150)=0.1；
Further, it is determined that the first cohesion I(cc,uv)For：
S502：According between first terminal equipment and second terminal equipment historical communication record, determine the first user and
Historical communication frequency between second user；Is determined according to the historical communication frequency between the first user and second user
Two cohesions.
Specifically, call center was initiated to read between first terminal equipment and second terminal equipment within past 6 months
The request of historical communication record, after historical communication record is obtained, determine between first terminal equipment and second terminal equipment
Call is 15 times within past 6 months, and wherein permissible call number of the duration of call more than 30s is 10, and this 10 times is averaged has
The effect duration of call is 40s, and efficient message contact number is 5, then the history between first terminal equipment and second terminal equipment is led to
Believe frequency F(ch,uv)For：
Further, it is determined that the second cohesion I(ch,uv)For：
S503：According to the first cohesion and the second cohesion, the cohesion letter between the first user and second user is determined
Breath.
Specifically, the first cohesion and the second cohesion obtained by above-mentioned steps, can obtain the first user and second
Cohesion I between useruvFor：
Iuv=0.5 × I(cc,uv)+0.5×I(ch,uv)=0.5 × 0.29+0.5 × 0.71=0.5.
S504：According to the cohesion information between the first user and second user, it is determined that the incoming call to second terminal equipment
Prompt message.
Specifically, the intimate angle value that above-mentioned steps obtain between the first user and second user is 0.5, then can be according to pre-
The cohesion section first set, it is determined that being familiar with telephone number to the incoming call prompting information of second terminal equipment for half.
Based on same inventive concept, a kind of incoming call corresponding with income prompting method is additionally provided in the embodiment of the present application and is carried
Showing device, because the principle of device solution problem is similar to the method for the embodiment of the present application incoming call prompting, therefore the device
Implementation may refer to the implementation of method, repeats part and repeats no more.
As shown in fig. 6, the structure chart of the device 60 of the incoming call prompting provided for the embodiment of the present application, including：
Receiving module 601, for receiving the first call request of first terminal equipment transmission, first call request is used for
Request call second terminal equipment；
First determining module 602, for determining that the first user of first terminal equipment and the second of second terminal equipment use
Cohesion information between family；
Second determining module 603, for according to the cohesion information between the first user and second user, being carried it is determined that sending a telegram here
Show information；
Sending module 604, for sending the second call request to second terminal equipment, carried in second call request
The incoming call prompting information；
Alternatively, the first determining module 602 is specifically used for：
The associated person information in the address list of the first terminal equipment and second terminal equipment is obtained respectively, according to acquisition
Associated person information and/or the first terminal equipment and second terminal equipment between historical communication record, determine described the
Cohesion information between one user and second user；
Alternatively, the first determining module 602 is specifically used for：
According to the associated person information of acquisition, the common contacts ratio between first user and second user is determined；
According to the common contacts ratio between first user and second user, the first cohesion is determined；And
Recorded according to the historical communication between the first terminal equipment and second terminal equipment, determine first user
Historical communication frequency between second user；It is frequent according to the historical communication between first user and second user
Degree, determines the second cohesion；
According to first cohesion and the second cohesion, the cohesion between first user and second user is determined
Information；
Alternatively, the first determining module 602 is specifically used for：
According to the associated person information of acquisition, the common contacts ratio between first user and second user is determined；
According to the common contacts ratio between first user and second user, the first cohesion is determined, will be determined
The first cohesion as the cohesion information between first user and second user；
Alternatively, the first determining module 602 is specifically used for：
Recorded according to the historical communication between the first terminal equipment and second terminal equipment, determine first user
Historical communication frequency between second user；
According to the historical communication frequency between first user and second user, the second cohesion is determined, will be determined
The second cohesion as the cohesion information between first user and second user；
Alternatively, the first determining module 602 is specifically used for：
Determine first terminal equipment and the minimum value of the respective contact person in address list sum of second terminal equipment, Yi Jisuo
State the common contacts quantity in the address list of first terminal equipment and the second terminal equipment；
By common contacts quantity proportion shared in the minimum value of contact person sum, it is defined as described the
Common contacts ratio between one user and second user；
Alternatively, the first determining module 602 is specifically used for：
According to the common contacts ratio R between first user and second useruv, based on described in below equation determination
First cohesion I(cc,uv)：
Wherein, 0≤I(cc,uv)＜ 1,0≤Ruv≤ 1, A1For to RuvWith I(cc,uv)First fitting factor when being fitted,
And 0 ＜ A1＜ 1；B1For to RuvWith I(cc,uv)Second fitting factor when being fitted, and 0 ＜ B1＜ 1；
Alternatively, the first determining module 602 is specifically used for：
Obtain permissible call number in preset time period of the first terminal equipment and the second terminal equipment, flat
Efficient message contact number between permissible call duration and the first terminal equipment and the second terminal equipment；Its
In, permissible call refers to that the duration of call between the first terminal equipment and the second terminal equipment is more than preset duration
Call；The efficient message contact number refers to that the second terminal equipment receives the message that the first terminal equipment is sent
Afterwards, the contact number replied；
Come and gone number according to the permissible call number, the average effective duration of call and efficient message, determine described the
Historical communication frequency between one user and second user；
Alternatively, the first determining module 602 is specifically used for：
The historical communication frequency F between first user and second user is determined based on below equation(ch,uv)：
Wherein, CuvFor permissible call number, and Cuv≥0；TuvFor the average effective duration of call, and Tuv≥T0, T0For setting
Time threshold；MuvFor efficient message contact number, Muv≥0；C is represented respectivelyuv、TuvAnd MuvIn F(ch,uv)Middle institute
The proportion accounted for, andAnd
Alternatively, the first determining module 602 is specifically used for：
Second cohesion I is determined based on below equation(ch,uv)：
Wherein, 0≤I(ch,uv)＜ 1, F(ch,uv)Historical communication frequency between the first user and second user；A2For
To F(ch,uv)With I(ch,uv)First fitting factor when being fitted, and 0 ＜ A2＜ 1；B2For to F(ch,uv)With I(ch,uv)Intended
Second fitting factor during conjunction, and 0 ＜ B2＜ 1；
Alternatively, the first determining module 602 is specifically used for：
Selected preset time period is divided into n sub- periods, according to the first user corresponding to each sub- period and
Historical communication frequency between second user, determine the second cohesion corresponding to the sub- period；
Based on the second cohesion corresponding to each sub- period difference, determine between first user and second user
Second cohesion.
Alternatively, the first determining module 602 is specifically used for：
Second cohesion I is determined according to below equation(ch,uv)：
Wherein, I(ch,uv)(i)For the I in i-th of sub- period(ch,uv)；0 ＜ λ≤1, λ I(ch,uv)(i)With the decay of time
Time in the factor, wherein i+1 a sub- period is earlier than the time in i-th of sub- period；
Alternatively, the first determining module 602 is specifically used for：
The cohesion information I between first user and second user is determined based on below equationuv：
Wherein, I(cc,uv)For the first cohesion；I(ch,uv)For the second cohesion；β represents I respectively(cc,uv)And I(ch,uv)
IuvIn weight,0 ＜ β ＜ 1, and
It should be understood by those skilled in the art that, embodiments herein can be provided as method, system or computer program
Product.Therefore, the application can use the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware
Apply the form of example.Moreover, the application can use the computer for wherein including computer usable program code in one or more
The computer program production that usable storage medium is implemented on (including but is not limited to magnetic disk storage, CD-ROM, optical memory etc.)
The form of product.
The application is with reference to according to the method, apparatus (system) of the embodiment of the present application and the flow of computer program product
Figure and/or block diagram describe.It should be understood that can be by every first-class in computer program instructions implementation process figure and/or block diagram
Journey and/or the flow in square frame and flow chart and/or block diagram and/or the combination of square frame.These computer programs can be provided
The processors of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce
A raw machine so that produced by the instruction of computer or the computing device of other programmable data processing devices for real
The device for the function of being specified in present one flow of flow chart or one square frame of multiple flows and/or block diagram or multiple square frames.
These computer program instructions, which may be alternatively stored in, can guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works so that the instruction being stored in the computer-readable memory, which produces, to be included referring to
Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one square frame of block diagram or
The function of being specified in multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted
Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, so as in computer or
The instruction performed on other programmable devices is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one
The step of function of being specified in individual square frame or multiple square frames.
Although having been described for the preferred embodiment of the application, those skilled in the art once know basic creation
Property concept, then can make other change and modification to these embodiments.So appended claims be intended to be construed to include it is excellent
Select embodiment and fall into having altered and changing for the application scope.
Obviously, those skilled in the art can carry out the essence of various changes and modification without departing from the application to the application
God and scope.So, if these modifications and variations of the application belong to the scope of the application claim and its equivalent technologies
Within, then the application is also intended to comprising including these changes and modification.
Claims (26)
1. a kind of income prompting method, it is characterised in that this method includes：
The first call request that first terminal equipment is sent is received, first call request is set for request call second terminal
It is standby；
Determine the cohesion letter between the first user of the first terminal equipment and the second user of the second terminal equipment
Breath；
According to the cohesion information between first user and second user, incoming call prompting information is determined；
The second call request is sent to the second terminal equipment, the incoming call prompting letter is carried in second call request
Breath.
2. the method as described in claim 1, it is characterised in that determine the first user and described of the first terminal equipment
Cohesion information between the second user of two terminal devices, including：
The associated person information in the address list of the first terminal equipment and second terminal equipment is obtained respectively, according to the connection of acquisition
It is the historical communication record between people's information and/or the first terminal equipment and second terminal equipment, determines that described first uses
Cohesion information between family and second user.
3. method as claimed in claim 2, it is characterised in that according to the associated person information of acquisition and the first terminal equipment
Historical communication record between second terminal equipment, determines the cohesion information between first user and second user,
Including：
According to the associated person information of acquisition, the common contacts ratio between first user and second user is determined；According to
Common contacts ratio between first user and second user, determines the first cohesion；And
According between the first terminal equipment and second terminal equipment historical communication record, determine first user and
Historical communication frequency between two users；According to the historical communication frequency between first user and second user, really
Fixed second cohesion；
According to first cohesion and the second cohesion, the cohesion letter between first user and second user is determined
Breath.
4. method as claimed in claim 2, it is characterised in that according to the associated person information of acquisition, determine first user
Cohesion information between second user, including：
According to the associated person information of acquisition, the common contacts ratio between first user and second user is determined；
According to the common contacts ratio between first user and second user, the first cohesion is determined, by the of determination
One cohesion is as the cohesion information between first user and second user.
5. method as claimed in claim 2, it is characterised in that according between the first terminal equipment and second terminal equipment
Historical communication record, determine the cohesion information between first user and second user, including：
According between the first terminal equipment and second terminal equipment historical communication record, determine first user and
Historical communication frequency between two users；
According to the historical communication frequency between first user and second user, the second cohesion is determined, by the of determination
Two cohesions are as the cohesion information between first user and second user.
6. the method as described in claim 3 or 4, it is characterised in that determine being total between first user and second user
With contact person's ratio, including：
The minimum value of contact person's sum in the first terminal equipment and the respective address list of second terminal equipment is determined,
And the common contacts quantity in the address list of the first terminal equipment and the second terminal equipment；
By common contacts quantity proportion shared in the minimum value of contact person sum, it is defined as described first and uses
Common contacts ratio between family and second user.
7. the method as described in claim 3 or 4, it is characterised in that according to being total between first user and second user
With contact person's ratio Ruv, the first cohesion I is determined based on below equation(cc,uv)：
<mrow>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>c</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>=</mo>
<mn>1</mn>
<mo>-</mo>
<msup>
<msub>
<mi>A</mi>
<mn>1</mn>
</msub>
<mrow>
<msub>
<mi>R</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>/</mo>
<msub>
<mi>B</mi>
<mn>1</mn>
</msub>
</mrow>
</msup>
<mo>;</mo>
</mrow>
Wherein, 0≤I(cc,uv)＜ 1,0≤Ruv≤ 1, A1For to RuvWith I(cc,uv)First fitting factor when being fitted, and 0 ＜
A1＜ 1；B1For to RuvWith I(cc,uv)Second fitting factor when being fitted, and 0 ＜ B1＜ 1.
8. the method as described in claim 3 or 5, it is characterised in that determine going through between first user and second user
History communication frequency, including：
Obtain permissible call number in preset time period of the first terminal equipment and the second terminal equipment, averagely have
Imitate the efficient message contact number between the duration of call and the first terminal equipment and the second terminal equipment；Wherein,
Permissible call refers to that the duration of call between the first terminal equipment and the second terminal equipment is more than the logical of preset duration
Words；After the efficient message contact number refers to that the second terminal equipment receives the message that the first terminal equipment is sent,
The contact number replied；
According to the permissible call number, the average effective duration of call and efficient message contact number, determine that described first uses
Historical communication frequency between family and second user.
9. method as claimed in claim 8, it is characterised in that first user and second user are determined based on below equation
Between historical communication frequency F(ch,uv)：
<mrow>
<msub>
<mi>F</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>=</mo>
<msub>
<mo>&part;</mo>
<mi>c</mi>
</msub>
<mo>&times;</mo>
<msub>
<mi>C</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>+</mo>
<msub>
<mo>&part;</mo>
<mi>t</mi>
</msub>
<mo>&times;</mo>
<msub>
<mi>T</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>+</mo>
<msub>
<mo>&part;</mo>
<mi>m</mi>
</msub>
<mo>&times;</mo>
<msub>
<mi>M</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>;</mo>
</mrow>
Wherein, CuvFor permissible call number, and Cuv≥0；TuvFor the average effective duration of call, and Tuv≥T0, T0For setting time
Threshold value；MuvFor efficient message contact number, Muv≥0；C is represented respectivelyuv、TuvAnd MuvIn F(ch,uv)In it is shared
Proportion, andAnd
10. the method as described in claim 3 or 5, it is characterised in that the second cohesion I is determined based on below equation(ch,uv)：
<mrow>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>=</mo>
<mn>1</mn>
<mo>-</mo>
<msup>
<msub>
<mi>A</mi>
<mn>2</mn>
</msub>
<mrow>
<msub>
<mi>F</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>/</mo>
<msub>
<mi>B</mi>
<mn>2</mn>
</msub>
</mrow>
</msup>
<mo>;</mo>
</mrow>
Wherein, 0≤I(ch,uv)＜ 1, F(ch,uv)Historical communication frequency between the first user and second user；A2To be right
F(ch,uv)With I(ch,uv)First fitting factor when being fitted, and 0 ＜ A2＜ 1；B2For to F(ch,uv)With I(ch,uv)It is fitted
When the second fitting factor, and 0 ＜ B2＜ 1.
11. the method as described in claim 3 or 5, it is characterised in that according to going through between first user and second user
History communication frequency, determines the second cohesion, including：
Selected preset time period is divided into n sub- periods, according to the first user and second corresponding to each sub- period
Historical communication frequency between user, determine the second cohesion corresponding to the sub- period；
Based on the second cohesion corresponding to each sub- period difference, second between first user and second user is determined
Cohesion.
12. method as claimed in claim 11, it is characterised in that the second cohesion I is determined according to below equation(ch,uv)：
<mrow>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>=</mo>
<munderover>
<mo>&Sigma;</mo>
<mrow>
<mi>i</mi>
<mo>=</mo>
<mn>0</mn>
</mrow>
<mrow>
<mi>n</mi>
<mo>-</mo>
<mn>1</mn>
</mrow>
</munderover>
<msup>
<mi>&lambda;</mi>
<mi>i</mi>
</msup>
<mo>&times;</mo>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
<mo>(</mo>
<mi>i</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>;</mo>
</mrow>
Wherein, I(ch,uv)(i)For the I in i-th of sub- period(ch,uv)；0 ＜ λ≤1, λ I(ch,uv)(i)With the time decay because
Time in son, wherein i+1 a sub- period is earlier than the time in i-th of sub- period.
13. method as claimed in claim 3, it is characterised in that determine that first user and second uses based on below equation
Cohesion information I between familyuv：
<mrow>
<msub>
<mi>I</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>=</mo>
<mo>&part;</mo>
<mo>&times;</mo>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>c</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>+</mo>
<mi>&beta;</mi>
<mo>&times;</mo>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>;</mo>
</mrow>
Wherein, I(cc,uv)For the first cohesion；I(ch,uv)For the second cohesion；β represents I respectively(cc,uv)And I(ch,uv)In IuvIn
Weight,0 ＜ β ＜ 1, and
14. a kind of incoming call prompting device, it is characterised in that the device includes：
Receiving module, for receiving the first call request of first terminal equipment transmission, first call request is used to ask
Call second terminal equipment；
First determining module, for determining that the first user of the first terminal equipment and the second of the second terminal equipment use
Cohesion information between family；
Second determining module, for according to the cohesion information between first user and second user, determining incoming call prompting
Information；
Sending module, for sending the second call request to the second terminal equipment, carried in second call request
The incoming call prompting information.
15. device as claimed in claim 14, it is characterised in that first determining module is specifically used for：
The associated person information in the address list of the first terminal equipment and second terminal equipment is obtained respectively, according to the connection of acquisition
It is the historical communication record between people's information and/or the first terminal equipment and second terminal equipment, determines that described first uses
Cohesion information between family and second user.
16. device as claimed in claim 15, it is characterised in that first determining module is specifically used for：
According to the associated person information of acquisition, the common contacts ratio between first user and second user is determined；According to
Common contacts ratio between first user and second user, determines the first cohesion；And
According between the first terminal equipment and second terminal equipment historical communication record, determine first user and
Historical communication frequency between two users；According to the historical communication frequency between first user and second user, really
Fixed second cohesion；
According to first cohesion and the second cohesion, the cohesion letter between first user and second user is determined
Breath.
17. device as claimed in claim 15, it is characterised in that first determining module is specifically used for：
According to the associated person information of acquisition, the common contacts ratio between first user and second user is determined；
According to the common contacts ratio between first user and second user, the first cohesion is determined, by the of determination
One cohesion is as the cohesion information between first user and second user.
18. device as claimed in claim 15, it is characterised in that first determining module is specifically used for：
According between the first terminal equipment and second terminal equipment historical communication record, determine first user and
Historical communication frequency between two users；
According to the historical communication frequency between first user and second user, the second cohesion is determined, by the of determination
Two cohesions are as the cohesion information between first user and second user.
19. the device as described in claim 16 or 17, it is characterised in that first determining module is specifically used for：
The first terminal equipment and the minimum value of the respective contact person in address list sum of the second terminal equipment are determined, with
And the common contacts quantity in the address list of the first terminal equipment and the second terminal equipment；
By common contacts quantity proportion shared in the minimum value of contact person sum, it is defined as described first and uses
Common contacts ratio between family and second user.
20. the device as described in claim 16 or 17, it is characterised in that first determining module is specifically used for：
According to the common contacts ratio R between first user and second useruv, described first is determined based on below equation
Cohesion I(cc,uv)：
<mrow>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>c</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>=</mo>
<mn>1</mn>
<mo>-</mo>
<msup>
<msub>
<mi>A</mi>
<mn>1</mn>
</msub>
<mrow>
<msub>
<mi>R</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>/</mo>
<msub>
<mi>B</mi>
<mn>1</mn>
</msub>
</mrow>
</msup>
<mo>;</mo>
</mrow>
Wherein, 0≤I(cc,uv)＜ 1,0≤Ruv≤ 1, A1For to RuvWith I(cc,uv)First fitting factor when being fitted, and 0 ＜
A1＜ 1；B1For to RuvWith I(cc,uv)Second fitting factor when being fitted, and 0 ＜ B1＜ 1.
21. the device as described in claim 16 or 18, it is characterised in that first determining module is specifically used for：
Obtain permissible call number in preset time period of the first terminal equipment and the second terminal equipment, averagely have
Imitate the efficient message contact number between the duration of call and the first terminal equipment and the second terminal equipment；Wherein,
Permissible call refers to that the duration of call between the first terminal equipment and the second terminal equipment is more than the logical of preset duration
Words；After the efficient message contact number refers to that the second terminal equipment receives the message that the first terminal equipment is sent,
The contact number replied；
According to the permissible call number, the average effective duration of call and efficient message contact number, determine that described first uses
Historical communication frequency between family and second user.
22. device as claimed in claim 21, it is characterised in that first determining module is specifically used for：
The historical communication frequency F between first user and second user is determined based on below equation(ch,uv)：
<mrow>
<msub>
<mi>F</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>=</mo>
<msub>
<mo>&part;</mo>
<mi>c</mi>
</msub>
<mo>&times;</mo>
<msub>
<mi>C</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>+</mo>
<msub>
<mo>&part;</mo>
<mi>t</mi>
</msub>
<mo>&times;</mo>
<msub>
<mi>T</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>+</mo>
<msub>
<mo>&part;</mo>
<mi>m</mi>
</msub>
<mo>&times;</mo>
<msub>
<mi>M</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>;</mo>
</mrow>
Wherein, CuvFor permissible call number, and Cuv≥0；TuvFor the average effective duration of call, and Tuv≥T0, T0For setting time
Threshold value；MuvFor efficient message contact number, Muv≥0；C is represented respectivelyuv、TuvAnd MuvIn F(ch,uv)In it is shared
Proportion, andAnd
23. the device as described in claim 16 or 18, it is characterised in that first determining module is specifically used for：
Second cohesion I is determined based on below equation(ch,uv)：
<mrow>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>=</mo>
<mn>1</mn>
<mo>-</mo>
<msup>
<msub>
<mi>A</mi>
<mn>2</mn>
</msub>
<mrow>
<msub>
<mi>F</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>/</mo>
<msub>
<mi>B</mi>
<mn>2</mn>
</msub>
</mrow>
</msup>
<mo>;</mo>
</mrow>
Wherein, 0≤I(ch,uv)＜ 1, F(ch,uv)Historical communication frequency between the first user and second user；A2To be right
F(ch,uv)With I(ch,uv)First fitting factor when being fitted, and 0 ＜ A2＜ 1；B2For to F(ch,uv)With I(ch,uv)It is fitted
When the second fitting factor, and 0 ＜ B2＜ 1.
24. the device as described in claim 16 or 18, it is characterised in that first determining module is specifically used for：
Selected preset time period is divided into n sub- periods, according to the first user and second corresponding to each sub- period
Historical communication frequency between user, determine the second cohesion corresponding to the sub- period；
Based on the second cohesion corresponding to each sub- period difference, second between first user and second user is determined
Cohesion.
25. device as claimed in claim 24, it is characterised in that first determining module is specifically used for：
Second cohesion I is determined according to below equation(ch,uv)：
<mrow>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>=</mo>
<munderover>
<mo>&Sigma;</mo>
<mrow>
<mi>i</mi>
<mo>=</mo>
<mn>0</mn>
</mrow>
<mrow>
<mi>n</mi>
<mo>-</mo>
<mn>1</mn>
</mrow>
</munderover>
<msup>
<mi>&lambda;</mi>
<mi>i</mi>
</msup>
<mo>&times;</mo>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
<mo>(</mo>
<mi>i</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>;</mo>
</mrow>
Wherein, I(ch,uv)(i)For the I in i-th of sub- period(ch,uv)；0 ＜ λ≤1, λ I(ch,uv)(i)With the time decay because
Time in son, wherein i+1 a sub- period is earlier than the time in i-th of sub- period.
26. device as claimed in claim 16, it is characterised in that first determining module is specifically used for：
The cohesion information I between first user and second user is determined based on below equationuv：
<mrow>
<msub>
<mi>I</mi>
<mrow>
<mi>u</mi>
<mi>v</mi>
</mrow>
</msub>
<mo>=</mo>
<mo>&part;</mo>
<mo>&times;</mo>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>c</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>+</mo>
<mi>&beta;</mi>
<mo>&times;</mo>
<msub>
<mi>I</mi>
<mrow>
<mo>(</mo>
<mi>c</mi>
<mi>h</mi>
<mo>,</mo>
<mi>u</mi>
<mi>v</mi>
<mo>)</mo>
</mrow>
</msub>
<mo>;</mo>
</mrow>
Wherein, I(cc,uv)For the first cohesion；I(ch,uv)For the second cohesion；β represents I respectively(cc,uv)And I(ch,uv)In IuvIn
Weight,0 ＜ β ＜ 1, and
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112751749A (en) * | 2020-12-30 | 2021-05-04 | 上海掌门科技有限公司 | Method and equipment for presenting information in audio and video calling process |
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| CN105208214A (en) * | 2015-10-22 | 2015-12-30 | 海信集团有限公司 | Incoming call treatment method and device |
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