CN104683537B - A kind of number mark method and device - Google Patents
A kind of number mark method and device Download PDFInfo
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- CN104683537B CN104683537B CN201510053825.4A CN201510053825A CN104683537B CN 104683537 B CN104683537 B CN 104683537B CN 201510053825 A CN201510053825 A CN 201510053825A CN 104683537 B CN104683537 B CN 104683537B
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Abstract
The invention discloses a kind of number mark method and device, the order of accuarcy to improve type mark of checking numbers.Methods described includes：For each corresponding type of each number, the mark number of times of each mark period of type correspondence is obtained respectively；For each corresponding type of each number, respectively according to the mark number of times and the time weighting value of each mark period of the type each mark period of correspondence, the score of the number correspondence type is calculated；It is respectively the corresponding type of top score by the number mark for each number.
Description
Technical field
The present invention relates to communication technical field, more particularly to a kind of number mark method and device.
Background technology
In the prior art, there are various malice incoming call behaviors, such as telemarketing, telephone fraud, malice harassing and wrecking behavior, shadow
The life of user is rung.In this case, call blocking and malice call reminding technology application and give birth to, for telemarketing,
The behaviors such as telephone fraud, malice harassing and wrecking serve great containment effect.
In the prior art, user can check numbers in terminal and be marked, and be harassing call, doubtful such as by number mark
Swindle, ad promotions etc..Server can collect the type that user checks numbers in terminal.Server is according to user to this number
Code corresponds to the number of times of the mark of each type, determines the corresponding type of number, has 50 times if any a telephone number and be marked as
Harassing call, has 30 times and is marked as doubtful swindle, has 20 times and is marked as ad promotions, it is determined that the number is harassing and wrecking electricity
Words.But in these operations, thering are some arbitrarily to be marked according to pop-up for user, some are user according to dialog context rational judgment
Make, the authenticity that both of these case is represented is different, and existing mode can not judge the authenticity of each type, because
The order of accuarcy of this type mark of checking numbers is relatively low.
The content of the invention
To overcome problems of the prior art, the present invention provides a kind of number mark method and device, to improve
Check numbers the order of accuarcy of type mark.
The present invention provides a kind of number mark method, including：
For each corresponding type of each number, described each mark period of type correspondence is obtained respectively
Mark number of times；
For each corresponding type of each number, respectively according to each mark period of type correspondence
Mark number of times and the time weighting value of each mark period, calculate the score of the number correspondence type；
It is respectively the corresponding type of top score by the number mark for each number.
In one embodiment, it is described respectively according to the mark number of times of the type each mark period of correspondence and each
The time weighting value of individual mark period, calculates the score of the number correspondence type, including：
The mark number of times that each mark period of type correspondence is marked and each mark period pair
The time weighting value answered is summed after being multiplied；Or, it regard each mark period corresponding time weighting value as the marking class
Type corresponds to the index for marking number of times being marked each mark period, does and is summed after power operation；
The score of the corresponding type of the number is determined according to gained and value.
In one embodiment, the type has corresponding types weighted value, described according to being determined gained and value
The score of the number correspondence type, including：
Described and value type weight value corresponding with the type is multiplied, gained product is regard as the number pair
Answer the score of the type.
In one embodiment, methods described also includes：
When the duration that number is not labeled exceedes preset time threshold, the corresponding mark content of the number is deleted；
The mark content includes：Each the corresponding type of type or number marked by top score exists
Mark number of times in each mark period.
In one embodiment, methods described also includes：
Obtain the mark temporal information for the marking operation of type by number mark；
According to the mark temporal information, it is determined that being the mark time belonging to the marking operation of type by number mark
Section；
For each corresponding type of each number, according to by mark that the number mark is the type
The mark period belonging to operation, the mark number of times of each mark period of type correspondence is counted respectively.
In one embodiment, it is described according to the mark temporal information, it is determined that by number mark be type mark
The mark period belonging to operation, including：
Talking state when determining to carry out the marking operation according to the mark temporal information；
The mark period according to belonging to the talking state determines the marking operation.
In one embodiment, the mark period according to belonging to the talking state determines the marking operation, bag
Include：
When talking state when carrying out the marking operation is access failure, when determining the mark belonging to the marking operation
Between section be first mark the period；Or
When talking state when carrying out the marking operation is in communication process, the mark belonging to the marking operation is determined
It was the second mark period to remember the period；Or
When talking state when carrying out the marking operation is hangs up rear, according to carry out time of the marking operation with
The time interval hung up between the time of call determines the mark period belonging to the marking operation.
The present invention provides a kind of number mark device, including：
First acquisition module, for for each corresponding type of each number, the type to be obtained respectively
The mark number of times of each mark period of correspondence；
Computing module, for for each corresponding type of each number, respectively according to type correspondence
The mark number of times of each mark period and the time weighting value of each mark period, calculate the number correspondence mark
The score of type；
Mark module, for being respectively the corresponding type of top score by the number mark for each number.
In one embodiment, the computing module, including：
Calculating sub module, for by the corresponding mark number of times that each marks period to be marked of the type and respectively
It is individual to mark period corresponding time weighting value to be summed after being multiplied；Or, by each mark period corresponding time weighting value
The index for the mark number of times being marked as each mark period of type correspondence, does and is summed after power operation；
First determination sub-module, the score for determining the corresponding type of the number according to gained and value.
In one embodiment, the type has corresponding types weighted value, and first determination sub-module is also wrapped
Include：
Computing unit, for when the type has corresponding types weighted value, by described and value and the mark
The corresponding type weight value of type is multiplied, and gained product is corresponded to the score of the type as the number.
In one embodiment, described device also includes：
Removing module, for when the duration that number is not labeled exceedes preset time threshold, deleting the number correspondence
Mark content；
The mark content includes：Each the corresponding type of type or number marked by top score exists
Mark number of times in each mark period.
In one embodiment, described device also includes：
Second acquisition module, for obtaining the mark temporal information by number mark for the marking operation of type；
Determining module, for according to the mark temporal information, it is determined that by the marking operation that number mark is type
The affiliated mark period；
Statistical module, for being described according to by the number mark for each corresponding type of each number
The mark period belonging to the marking operation of type, the mark of each mark period of type correspondence is counted respectively
Remember number of times.
In one embodiment, the determining module, including：
Second determination sub-module, call shape during for determining to carry out the marking operation according to the mark temporal information
State；
3rd determination sub-module, for the mark period belonging to determining the marking operation according to the talking state.
In one embodiment, the 3rd determination sub-module, including：
First determining unit, during for the talking state when carrying out the marking operation for access failure, determines the mark
It was the first mark period to remember the mark period belonging to operation；
Second determining unit, during for the talking state when carrying out the marking operation in communication process, determines institute
It was the second mark period to state the mark period belonging to marking operation；
3rd determining unit, during for the talking state when carrying out the marking operation to hang up rear, according to progress institute
State the time of marking operation and the time interval hung up between the time of call determines mark period belonging to the marking operation.
The beneficial effects of the present invention are：For each corresponding type of each number, the mark is obtained respectively
Type corresponds to the mark number of times of each mark period, for each corresponding type of each number, respectively according to described
Type corresponds to the mark number of times and the time weighting value of each mark period of each mark period, calculates the number
The score of the correspondence type, is respectively the corresponding marking class of top score by the number mark for each number
Type.Such mode, can be associated with the mark period by number mark, obtains more objective result, improves and check numbers
The accuracy of type mark.
Other features and advantages of the present invention will be illustrated in the following description, also, partly becomes from specification
Obtain it is clear that or being understood by implementing the present invention.The purpose of the present invention and other advantages can be by the explanations write
Specifically noted structure is realized and obtained in book, claims and accompanying drawing.
Below by drawings and examples, technical scheme is described in further detail.
Brief description of the drawings
Accompanying drawing is used for providing a further understanding of the present invention, and constitutes a part for specification, the reality with the present invention
Applying example is used to explain the present invention together, is not construed as limiting the invention.In the accompanying drawings：
Fig. 1 is the flow chart of number mark method in one embodiment of the invention.
Fig. 2 is by marking the flow chart that is counted of period in one embodiment of the invention by the mark number of times of number.
Fig. 3 is the flow chart of number mark method in the embodiment of the present invention one.
Fig. 4 is the schematic diagram of a scenario of number mark method in the embodiment of the present invention one.
Fig. 5 is the structure chart of number mark device in one embodiment of the invention.
Fig. 6 is the structure chart of number mark device in another embodiment of the present invention.
Fig. 7 is the structure chart of number mark device in another embodiment of the present invention.
Fig. 8 is the structure chart of number mark device in another embodiment of the present invention.
Fig. 9 is the structure chart of number mark device in another embodiment of the present invention.
Figure 10 is the structure chart of number mark device in another embodiment of the present invention.
Figure 11 is the structure chart of number mark device in another embodiment of the present invention.
Embodiment
The preferred embodiments of the present invention are illustrated below in conjunction with accompanying drawing, it will be appreciated that preferred reality described herein
Apply example to be merely to illustrate and explain the present invention, be not intended to limit the present invention.
Fig. 1 is the flow chart of number mark method in one embodiment of the invention, as shown in figure 1, number mark in the present invention
Method can be used for server, for example malice call reminding apply background server in or call block application backstage clothes
It is engaged in device, this method comprises the following steps：
In step S101, for each corresponding type of each number, type is obtained respectively and corresponds to each
Mark the mark number of times of period.
Wherein, the mark period is period for being divided by preset strategy, according to by mark that number mark is type
Remember the mark temporal information of operation, determine the mark period belonging to marking operation.
For example, user receives malice and sent a telegram here, and checks numbers and is marked, and the number and number that the malice is sent a telegram here
Corresponding type is uploaded onto the server, and jack per line may be marked as different types, accordingly, it would be desirable to distinguish difference
Type.According further still to the user's mark time by the mark number of times corresponding not isolabeling time under each type
Section is distinguished.
In this way, mark number of times can further be refined by the different mark periods.
In step s 102, for each corresponding type of each number, each is corresponded to according to type respectively
The mark number of times and the time weighting value of each mark period of period is marked, the score of number correspondence markings type is calculated.
For example, corresponding to a certain number, by the mark of each mark period under number correspondence markings type
The time weighting value of number and each mark period are weighted summation, calculate the score of number correspondence markings type.
In one embodiment, it is above-mentioned respectively according to the mark number of times and each mark of type each mark period of correspondence
Remember the time weighting value of period, calculating the score of number correspondence markings type may include following steps A1 and A2：
In step A1, when the mark number of times that each mark period of type correspondence is marked is marked with each
Between the corresponding time weighting value of section be multiplied after sum.
In step A 2, the score of number correspondence markings type is determined according to gained and value.
For example, when being divided into the four segment mark periods, respectively access failure, in call, hang up in 5 minutes and hang up
After 5 minutes.Certain number be marked as it is doubtful swindle 28 times, wherein, during access failure mark number of times be 5 times, number of times is marked in call
For 4 times, it is 11 times to hang up 5 minutes internal labeling number of times, hangs up and marks number of times to be 8 times after 5 minutes；The number is marked as advertisement and pushed away
Pin 50 times, wherein, mark number of times to be 3 times during access failure, mark number of times to be 12 times in call, hanging up 5 minutes internal labeling number of times is
22 times, hang up and mark number of times to be 13 times after 5 minutes；The number is marked as harassing call 33 times, wherein, marked during access failure secondary
Number is 4 times, marks number of times to be 5 times in call, and it is 15 times to hang up 5 minutes internal labeling number of times, hangs up and marks number of times to be 9 after 5 minutes
It is secondary.
It should be noted that the mark checked numbers due to user, is the subjective behavior of user, mark result derives from user
Judgement, user derives from dialog context to the subjective judgement of type, so authenticity and the user of user's mark behavior
Whether generation call behavior is associated, and therefore, is divided into the not isolabeling period time of marking operation, because user is not
The authenticity that operation reaction is marked in the isolabeling period is different, so, each mark period is assigned and the mark
Period corresponding time weighting value, it is specific as shown in table 1：
| Mark the time occurred | Mark time weighting value |
| Marked during access failure | x0.5 |
| Marked in call | x1 |
| Hang up in 5 minutes | x1 |
| Hang up after 5 minutes | x2 |
Table 1
Calculated and be worth by method in step A1, gained and value are regard as score in step A2.It can obtain number pair
Answer score M=5 × 0.5+4 × 1+11 × 1+8 × 2=33.5 of the doubtful swindle of type；Calculating is obtained, number correspondence markings
Score N=3 × 0.5+12 × 1+22 × 1+13 × 2=61.5 that type advertisements are promoted；Calculating is obtained, number correspondence markings type
Score S=4 × 0.5+5 × 1+15 × 1+9 × 2=40 of harassing call.
In one embodiment, it is above-mentioned respectively according to the mark number of times and each mark of type each mark period of correspondence
Remember the time weighting value of period, calculating the score of number correspondence markings type may include following steps B1 and B2：
In step bl is determined., during using each mark period corresponding time weighting value as each mark of type correspondence
Between section be marked mark number of times index, do after power operation sum.
In step B2, the score of number correspondence markings type is determined according to gained and value.
For example, when being divided into the four segment mark periods, respectively access failure, in call, hang up in 5 minutes and hang up
After 5 minutes.Certain number be marked as it is doubtful swindle 28 times, wherein, during access failure mark number of times be 5 times, number of times is marked in call
For 4 times, it is 11 times to hang up 5 minutes internal labeling number of times, hangs up and marks number of times to be 8 times after 5 minutes；The number is marked as advertisement and pushed away
Pin 50 times, wherein, mark number of times to be 3 times during access failure, mark number of times to be 12 times in call, hanging up 5 minutes internal labeling number of times is
22 times, hang up and mark number of times to be 13 times after 5 minutes；The number is marked as harassing call 33 times, wherein, marked during access failure secondary
Number is 4 times, marks number of times to be 5 times in call, and it is 15 times to hang up 5 minutes internal labeling number of times, hangs up and marks number of times to be 9 after 5 minutes
It is secondary.Calculated and be worth by method in step B1, gained and value are regard as score in step B2.It can obtain number correspondence markings
The score M=5 of the doubtful swindle of type0.5+41+111+82≈81.2；Calculating is obtained, what number correspondence markings type advertisements were promoted
Divide N=30.5+121+221+132≈204.7；Calculating is obtained, the score S=4 of number correspondence markings type harassing call0.5+51+
151+92=103.
In this way, can be by assigning corresponding time weighting value to the not isolabeling period, raising, which is checked numbers, to be marked
Accuracy.
In addition, jack per line can be marked as different type, because different types may to the extent of injury of user
It is different, so, different type weight values, because the extent of injury of doubtful swindle is larger, institute are assigned to different types
To assign the type weight value of doubtful swindle as 2, the type weight value of other types is 1, it is specific as shown in table 2：
| Type | Type weight value |
| Doubtful swindle | x2 |
| Harassing call | x1 |
| Ad promotions | x1 |
| House property medium | x1 |
| Courier Service | x1 |
| Take out food delivery | x1 |
| Insurance sales | x1 |
| Recruit hunter | x1 |
| Ring a sound | x1 |
Table 2
Step A2 may include：Type weight value corresponding with type with value is multiplied, gained product is regard as number
The score of correspondence markings type.
So, it can calculate and obtain, score M=2 × (5 × 0.5+4 × 1+11 of the doubtful swindle of number correspondence markings type
× 1+8 × 2)=67；Calculating is obtained, and the score N=1 that number correspondence markings type advertisements are promoted × (3 × 0.5+12 × 1+22 ×
1+13 × 2)=61.5；Calculating is obtained, and the score S=1 of number correspondence markings type harassing call × (4 × 0.5+5 × 1+15 ×
1+9 × 2)=40.
Step B2 may include：Type weight value corresponding with type with value is multiplied, gained product is regard as number
The score of correspondence markings type.
So, it can calculate and obtain, score M=2 × (5 of the doubtful swindle of number correspondence markings type0.5+41+111+82)
≈162.4；Calculating is obtained, score N=1 × (3 that number correspondence markings type advertisements are promoted0.5+121+221+132)≈204.7；
Calculating is obtained, score S=1 × (4 of number correspondence markings type harassing call0.5+51+151+92)≈103。
In this way, because all types of malice incoming call extents of injury is different, introducing different type weight values will can endanger
Degree quantifies, and further improves the accuracy checked numbers and be marked.
In step s 103, it is respectively the corresponding type of top score by number mark for each number.
For example, according to above-mentioned steps A1-A2 method, certain number be marked as it is doubtful swindle 28 times, wherein, do not connect
Mark number of times is 5 times when logical, marks number of times to be 4 times in call, and it is 11 times to hang up 5 minutes internal labeling number of times, hangs up and is marked after 5 minutes
It is 8 times to remember number of times；The number is marked as ad promotions 50 times, wherein, mark number of times to be 3 times during access failure, marked in call
Number of times is 12 times, and it is 22 times to hang up 5 minutes internal labeling number of times, hangs up and marks number of times to be 13 times after 5 minutes；The number is marked as
Harassing call 33 times, wherein, mark number of times to be 4 times during access failure, mark number of times to be 5 times in call, hang up internal labeling in 5 minutes time
Number is 15 times, hangs up and marks number of times to be 9 times after 5 minutes.In the case where not considering type weight value, calculating is obtained, number pair
Answer score M=5 × 0.5+4 × 1+11 × 1+8 × 2=33.5 of the doubtful swindle of type；Calculating is obtained, number correspondence markings
Score N=3 × 0.5+12 × 1+22 × 1+13 × 2=61.5 that type advertisements are promoted；Calculating is obtained, number correspondence markings type
Score S=4 × 0.5+5 × 1+15 × 1+9 × 2=40 of harassing call.Because N>S>M, so number mark is pushed away for advertisement
Pin, number of times is 50 times, finally be may be output as " number is labeled as ad promotions by 50 people ".When type has corresponding types
During weighted value, calculating is obtained, and the score M=2 of the doubtful swindle of number correspondence markings type × (5 × 0.5+4 × 1+11 × 1+8 ×
2)=67；Calculating is obtained, and the score N=1 that number correspondence markings type advertisements are promoted × (3 × 0.5+12 × 1+22 × 1+13 ×
2)=61.5；Calculating is obtained, and the score S=1 of number correspondence markings type harassing call × (4 × 0.5+5 × 1+15 × 1+9 ×
2)=40.Because M>N>S, so being doubtful swindle by number mark, number of times is 28 times, finally may be output as that " number is by 28
People is labeled as doubtful swindle ".
Can also be according to above-mentioned steps B1-B2 method, certain number is marked as doubtful swindle 28 times, wherein, access failure
When mark number of times be 5 times, mark number of times to be 4 times in call, it is 11 times to hang up 5 minutes internal labeling number of times, hang up and marked after 5 minutes
Number of times is 8 times；The number is marked as ad promotions 50 times, wherein, mark number of times to be 3 times during access failure, marked in call secondary
Number is 12 times, and it is 22 times to hang up 5 minutes internal labeling number of times, hangs up and marks number of times to be 13 times after 5 minutes；The number is marked as disturbing
Disturb phone 33 times, wherein, mark number of times to be 4 times during access failure, mark number of times to be 5 times in call, hang up 5 minutes internal labeling number of times
For 15 times, hang up and mark number of times to be 9 times after 5 minutes.In the case where not considering type weight value, calculating is obtained, number correspondence
The score M=5 of the doubtful swindle of type0.5+41+111+82≈81.2；Calculating is obtained, and number correspondence markings type advertisements are promoted
Score N=30.5+121+221+132≈204.7；Calculating is obtained, the score S=4 of number correspondence markings type harassing call0.5+
51+151+92=103.Because N>S>M, so being ad promotions by number mark, number of times is 50 times, finally may be output as " this number
Code is labeled as ad promotions by 50 people ".When type has corresponding types weighted value, calculating is obtained, number correspondence markings
Score M=2 × (5 of the doubtful swindle of type0.5+41+111+82)≈162.4；Calculating is obtained, and number correspondence markings type advertisements are pushed away
Score N=1 × (3 of pin0.5+121+221+132)≈204.7；Calculating is obtained, the score of number correspondence markings type harassing call
S=1 × (40.5+51+151+92)≈103.Because N>M>S, thus will number mark be ad promotions, number of times be 50 times, most
It may be output as eventually " number is labeled as ad promotions by 50 people ".
In one embodiment, the above method may also include：When the duration that number is not labeled exceedes preset time threshold,
Delete the corresponding mark content of number；
Mark content includes：Each the corresponding type of type or number marked by top score is at each
Mark the mark number of times in the period.
For example, there is the possibility of owner's replacing in labeled number, do mis-marked to caller ID there is also user
The time threshold, thus, it is necessary to preset a longer time threshold value, for example, is set to three months, when certain by the situation of operation
One number was not marked again within three months, will be cancelled all mark contents of the number automatically, i.e., be obtained by highest
The mark number of times of the type or number each type of correspondence of minute mark note within each mark period etc..Specifically
The reception time each time that the number is marked user to be received and recording, when the mark time away from last time mark
During at intervals of three months, cancel all mark contents of the number；Or, the labeled total mark of the number is recorded in real time
Number, when total mark number of times that the number is labeled did not changed in three months, cancels all mark contents of the number.
In this way, the validity of mark can be ensured by automatically updating, it is to avoid mis-marked.
In one embodiment, as shown in Fig. 2 the above method may also include the steps of S201-S203：
In step s 201, the mark temporal information for the marking operation of type by number mark is obtained.
In step S202, according to mark temporal information, it is determined that by number mark belonging to the marking operation of type
The mark period.
It is above-mentioned according to by above-mentioned number mark for each corresponding type of each number in step S203
The mark period belonging to the marking operation of type, the mark of above-mentioned each mark period of type correspondence is counted respectively
Remember number of times.
For example, by taking a marking operation as an example, when server obtains the marking class that certain number is marked user
During type, mark temporal information is also obtained, mark temporal information includes：The number is marked user mark time, user
The time and user for connecting number incoming call hang up the time conversed with the number.According to above- mentioned information, determine user to this number
The mark period of operation is marked in code, for example, it is advertisement that user the number, which is marked, the corresponding type of operation
Promote, marking operation occurs in access failure, then number correspondence ad promotions type correspondence access failure markers clocks
Between the mark number of times of section add 1.Server to receive every time user transmission the number with type when, can do
Processing is stated, and for each number, the mark number of times of each each mark period of type correspondence is counted, by statistical result
It is stored in a tabular form in database, it is specific as shown in table 3：
| Type | Doubtful swindle | Ad promotions | Harassing call |
| Number of times is marked during access failure | 5 | 3 | 4 |
| Number of times is marked in call | 4 | 12 | 5 |
| Number of times is marked after hanging up | 17 | 35 | 24 |
Table 3
In this way, can be counted to label information for the number mark type corresponding mark period.
In one embodiment, it is above-mentioned according to mark temporal information, it is determined that by number mark be type marking operation
The affiliated mark period, it may include following steps C1-C2：
In step C1, talking state when according to mark temporal information determining that operation is marked.
In step C2, the mark period according to belonging to talking state determines marking operation.
In one embodiment, step C2 may include：
When talking state when operation is marked is access failure, it is the to determine the mark period belonging to marking operation
One mark period；Or
When talking state when operation is marked is in communication process, the mark period belonging to marking operation is determined
For the second mark period；Or
Talking state when operation is marked is when hanging up rear, according to the time and the extension of call that operation is marked
Time interval between the disconnected time determines the mark period belonging to marking operation.
For example, mark temporal information includes：The number is marked user mark time T1, user are connected should
The time T2 and user of number incoming call hang up the time T3 conversed with the number, have specifically when receiving T1 in mark temporal information
When value, T2 and T3 are null value, it may be determined that when operation is marked in user, user's communication state is access failure, then the marking operation
The affiliated mark period was the first mark period, when T1, T2 and the T3 received is occurrence, according to judging user
Check numbers mark time for being marked is divided into following situation with both rear magnitude relationships：
When T1 is before T2, it may be determined that when operation is marked in user, user's communication state is access failure, then the mark
The mark period belonging to operation was the first mark period.
When T1 is between T2 and T3, it may be determined that when operation is marked in user, user's communication state is call
In, then the mark period belonging to the marking operation was the second mark period.
When T1 after t 3 when, it may be determined that when operation is marked in user, user's communication state is after hanging up, then according to entering
The time of line flag operation and the time interval hung up between the time of call determine the mark period belonging to marking operation.
For example, it is that situation after hanging up does further refinement to user's communication state, presets a time threshold, such as 5
Minute, then user's communication state is that can divide following two situations after hanging up：
The operation if user makes marks after hanging up within 5 minutes to the number, after such operation is typically by call
The mark window of ejection is marked, then the mark period belonging to the marking operation was the 3rd mark period；
The operation if user makes marks after hanging up 5 minutes to the number, such marking behavior needs user by logical
The number to be marked is found out in words dialer call record list, according to the click pair of the window comprising type button of ejection
Type is answered, ACK button is clicked in acknowledgement window, and mark content is described, click is described and submits in completion
Realization is transmitted, then the mark period belonging to the marking operation was the 4th mark period.
In this way, according to the user's mark time corresponding not isolabeling period, distinguishing the call shape that user makes marks when operating
State, and initiative of the user to mark is judged with this, it is ensured that the authenticity of mark, improve the accurate of type mark of checking numbers
Property.
The beneficial effects of the present invention are：The different mark periods are divided according to communication process, to type correspondence
Number of times do further refinement, and assign corresponding weighted value to each mark period, the authenticity of mark quantified, passes through mark
The mark number of times and the time weighting value of each mark period of note type each mark period of correspondence does ranking operation, improves
The authenticity of mark, so as to improve the accuracy for type mark of checking numbers.
Embodiment one
Fig. 3 is the flow chart of number mark method in the embodiment of the present invention one, as shown in figure 4, the present embodiment is applied such as
Lower scene：Server is connected with each other with third party database by network, and server obtains each corresponding number of third party database
The type of code and the mark temporal information of each marking operation；Different time weighting values are assigned to the mark period, respectively
Individual type has corresponding types weighted value.As shown in figure 3, this method comprises the following steps：
In step S301, the mark temporal information for the marking operation of type by number mark is obtained.
For example, when the type that certain number is marked user is obtained from database, when also obtaining mark
Between information, mark temporal information include：The number is marked user mark time, user connect number incoming call when
Between and user hang up with the number converse time.
In step s 302, talking state when according to mark temporal information determining that operation is marked.
For example, after talking state when operation is marked is hung up including access failure, communication process neutralization.Work as progress
When talking state during marking operation is access failure, step S303 is performed；Talking state when operation is marked is call
During when, perform step S304；Talking state when operation is marked is when hanging up rear, to perform step S305.
In step S303, when the talking state when operation is marked is access failure, determine belonging to marking operation
It was the first mark period to mark the period.
For example, when receive mark temporal information in user have specifically to the mark time that the number is marked
Value, user connect the number incoming call time and user hang up with the number converse time be null value when, it may be determined that Yong Hujin
When line flag is operated, user's communication state is access failure；Connected when the mark time that the number is marked user in user
When before the time of number incoming call, when also can determine that operation is marked in user, user's communication state is access failure.The then mark
It was the first mark period to remember the mark period belonging to operation.
In step s 304, when the talking state when operation is marked is in communication process, marking operation institute is determined
The mark period of category was the second mark period.
For example, the time of number incoming call is connected between user when the mark time that the number is marked user
And user hang up the number converse time between when, it may be determined that when operation is marked in user, user's communication state
For in call, then the mark period belonging to the marking operation was the second mark period.
In step S305, talking state when operation is marked is when hanging up rear, according to operation is marked
The time interval hung up between the time of time and call determines the mark period belonging to marking operation.
For example, the time conversed with the number is hung up in user when the mark time that the number is marked user
When afterwards, it may be determined that when operation is marked in user, user's communication state is after hanging up, then the time of operation is marked in basis
The mark period belonging to marking operation is determined with the time interval hung up between the time of call.Now, to user's communication state
Do further refinement for the situation after hanging up, preset a time threshold, such as 5 minutes, if user after hanging up within 5 minutes to this
Number makes marks operation, and such operation is marked typically by the mark window ejected after call, then the marking operation
The affiliated mark period was the 3rd mark period, if user is hanging up the operation that made marks afterwards to the number for 5 minutes, so
Marking behavior need user by call dialer call record list in find out the number to be marked, according to including for ejection
The window of type button clicks on correspondence markings type, clicks on ACK button in acknowledgement window, and mark content is retouched
State, describe click submission and complete to transmit realization, then when the mark period belonging to the marking operation is the 4th mark
Between section.
It is type according to by number mark for each corresponding type of each number in step S306
Marking operation belonging to the mark period, respectively count type correspondence each mark the period mark number of times.
For example, after the mark number of times of labeled number is divided by type, the mark number of times under all types of is entered
One step is divided by the mark period, the mark number of times of statistics type each mark period of correspondence.After statistics is finished, it will unite
Meter result is stored in third-party database in a tabular form.By statistical result storage into server local database.
In step S307, for each corresponding type of each number, type is obtained respectively and corresponds to each
Mark the mark number of times of period.
For example, after the mark number of times of labeled number is divided by type, the mark number of times under all types of is entered
One step is divided by the mark period, and statistical result is stored in a tabular form, and server can directly obtain above-mentioned advance division
The good statistical result for each number.
In step S308, for each corresponding type of each number, during by each mark of type correspondence
Between the mark number of times that is marked of section time weighting value corresponding with each mark period be multiplied after sum.
For example, certain number be marked as it is doubtful swindle 28 times, wherein, during access failure mark number of times be 5 times, in call
It is 4 times to mark number of times, and it is 11 times to hang up 5 minutes internal labeling number of times, hangs up and marks number of times to be 8 times after 5 minutes；The number is labeled
For ad promotions 50 times, wherein, mark number of times to be 3 times during access failure, mark number of times to be 12 times in call, hang up 5 minutes internal standards
It is 22 times to remember number of times, hangs up and marks number of times to be 13 times after 5 minutes；The number is marked as harassing call 33 times, wherein, access failure
When mark number of times be 4 times, mark number of times to be 5 times in call, it is 15 times to hang up 5 minutes internal labeling number of times, hang up and marked after 5 minutes
Number of times is 9 times.It can calculate and obtain, score M=5 × 0.5+4 × 1+11 × 1+8 × 2 of the doubtful swindle of number correspondence markings type
=33.5；Calculating is obtained, score N=3 × 0.5+12 × 1+22 × 1+13 × 2=that number correspondence markings type advertisements are promoted
61.5；Calculating is obtained, score S=4 × 0.5+5 × 1+15 × 1+9 × 2=40 of number correspondence markings type harassing call.
In addition, step S308 can also be implemented as：It regard each mark period corresponding time weighting value as mark
Type correspond to each mark period be marked mark number of times index, do after power operation sum, its calculation with
A upper embodiment is similar, will not be repeated here.
In step S309, type weight value corresponding with type with value is multiplied, gained product is regard as number
The score of correspondence markings type.
Jack per line can be marked as different type, because different types may differ to the extent of injury of user
Sample, so, different weighted values are assigned to different types, because the extent of injury of doubtful swindle is larger, are doubted so assigning
It is 2 like the type weight value swindled, other type weighted values are 1, now, are obtained according to calculating, number correspondence markings class
The score M=2 of the doubtful swindle of type × (5 × 0.5+4 × 1+11 × 1+8 × 2)=67；Calculating is obtained, number correspondence markings type
The score N=1 of ad promotions × (3 × 0.5+12 × 1+22 × 1+13 × 2)=61.5；Calculating is obtained, number correspondence markings class
The score S=1 of type harassing call × (4 × 0.5+5 × 1+15 × 1+9 × 2)=40.
It is respectively the corresponding type of top score by number mark for each number in step S310.
For example, certain number be marked as it is doubtful swindle 28 times, wherein, during access failure mark number of times be 5 times, in call
It is 4 times to mark number of times, and it is 11 times to hang up 5 minutes internal labeling number of times, hangs up and marks number of times to be 8 times after 5 minutes；The number is labeled
For ad promotions 50 times, wherein, mark number of times to be 3 times during access failure, mark number of times to be 12 times in call, hang up 5 minutes internal standards
It is 22 times to remember number of times, hangs up and marks number of times to be 13 times after 5 minutes；The number is marked as harassing call 33 times, wherein, access failure
When mark number of times be 4 times, mark number of times to be 5 times in call, it is 15 times to hang up 5 minutes internal labeling number of times, hang up and marked after 5 minutes
Number of times is 9 times.Calculated and obtained by weighting algorithm, score M=2 × (5 × 0.5+4 × 1+11 × 1 of the doubtful swindle of type
+ 8 × 2)=67；Calculating is obtained, and score N=1 × (3 × 0.5+12 × 1+22 × 1+13 × 2) of type ad promotions=
61.5；Calculating is obtained, score S=1 × (4 × 0.5+5 × 1+15 × 1+9 × 2)=40 of type harassing call, therefore M>
N>S, final type is doubtful swindle, and number of times is 28 times.Can " number by 28 people be labeled as doubtful swindle " form
Preserve or export.
The corresponding type of number and labeled number of times can push to designated equipment, designated equipment by number and
The corresponding type of the number and mark number of times storage, above-mentioned designated equipment can be third party, or user terminal.
In this way, when this number removes electricity to terminal, showing the type and mark number of times of the number in terminal, user being carried
Show.
In step S311, when the duration that number is not labeled exceedes preset time threshold, the corresponding mark of number is deleted
Remember content；
Mark content includes：Each the corresponding type of type or number marked by top score is at each
Mark the mark number of times in the period.
For example, there is the possibility of owner's replacing in labeled number, do mis-marked to caller ID there is also user
The time threshold, thus, it is necessary to preset a longer time threshold value, for example, is set to three months, when certain by the situation of operation
One number was not marked again within three months, will be cancelled all mark contents of the number automatically, i.e., be obtained by highest
The mark number of times of the type or number each type of correspondence of minute mark note within each mark period etc..Specifically
The reception time each time that the number is marked user to be received and recording, when the mark time away from last time mark
During at intervals of three months, cancel all mark contents of the number；Or, the labeled total mark of the number is recorded in real time
Number, when total mark number of times that the number is labeled did not changed in three months, cancels all mark contents of the number.
The beneficial effect of the application is：According to the label information of the lable number received, analog subscriber communication process,
By the not isolabeling period belonging to the mark time of user's marking operation, sentence the initiative and user that judge user's operation
Disconnected authenticity, according to the not isolabeling period, divides different time weighting values, improves lable number correspondence markings type
Authenticity, also, weighting algorithm is done according to different type weight values, the harm journey of different type weighted value can be distinguished
Degree, improves the objectivity for judging final type.Quantification treatment is carried out to the extent of injury and authenticity, and integrates the two doing
Weighting algorithm, the result of acquisition is more objective, further increases the accuracy of labeled number mark type.
Fig. 5 is the structure chart of number mark device in one embodiment of the invention, as shown in figure 5, feedback of the information in the present invention
Method can be used for server, for example malice call reminding apply background server in or call block application backstage clothes
It is engaged in device, the device includes：
First acquisition module 51, for for each corresponding type of each number, type pair to be obtained respectively
Answer the mark number of times of each mark period；
Computing module 52, it is each according to type correspondence respectively for for each corresponding type of each number
The mark number of times and the time weighting value of each mark period of individual mark period, calculating number correspondence markings type
Point；
Mark module 53, for being respectively the corresponding type of top score by number mark for each number.
In one embodiment, as shown in fig. 6, computing module 52 may include：
Calculating sub module 61, for the mark number of times that each mark period of type correspondence is marked and each
Period corresponding time weighting value is marked to be summed after being multiplied；Or, each mark period corresponding time weighting value is made
The index for the mark number of times being marked for each mark period of type correspondence, does and is summed after power operation；
First determination sub-module 62, the score for determining number correspondence markings type according to gained and value.
In one embodiment, as shown in fig. 7, the first determination sub-module 62 may also include：
Computation subunit 71, for when type has corresponding types weighted value, will be worth it is corresponding with type
Type weight value be multiplied, using gained product as number correspondence markings type score.
In one embodiment, as shown in figure 8, device also includes：
Removing module 81, for when the duration that number is not labeled exceedes preset time threshold, deleting number corresponding
Mark content；
Mark content includes：Each the corresponding type of type or number marked by top score is at each
Mark the mark number of times in the period.
In one embodiment, as shown in figure 9, device also includes：
Second acquisition module 91, for obtaining the mark temporal information by number mark for the marking operation of type；
Determining module 92, for according to mark temporal information, it is determined that by marking operation institute of the number mark for type
The mark period of category；
Statistical module 93, for being marking class according to by number mark for each corresponding type of each number
The mark period belonging to the marking operation of type, the mark number of times of type each mark period of correspondence is counted respectively.
In one embodiment, as shown in Figure 10, determining module 92, including：
Second determination sub-module 101, talking state during for according to mark temporal information determining that operation is marked；
3rd determination sub-module 102, the mark period according to belonging to talking state determines marking operation.
In one embodiment, as shown in figure 11, the 3rd determination sub-module 102, including：
First determining unit 111, during for the talking state when operation is marked for access failure, determines marking operation
The affiliated mark period was the first mark period；
Second determining unit 112, during for the talking state when operation is marked in communication process, it is determined that mark
The mark period belonging to operation was the second mark period；
3rd determining unit 113, for the talking state when operation is marked for when hanging up rear, according to being marked
The time of operation and the time interval hung up between the time of call determine the mark period belonging to marking operation.
On the device in above-described embodiment, wherein modules perform the concrete mode of operation in relevant this method
Embodiment in be described in detail, explanation will be not set forth in detail herein.
The beneficial effects of the present invention are：The different mark periods are divided according to communication process, to type correspondence
Number of times do further refinement, and assign corresponding weighted value to each mark period, the authenticity of mark quantified, passes through mark
The mark number of times and the time weighting value of each mark period of note type each mark period of correspondence does ranking operation, improves
The authenticity of mark, so as to improve the accuracy for type mark of checking numbers.
It should be understood by those skilled in the art that, embodiments of the invention can be provided as method, system or computer program
Product.Therefore, the present invention can be using the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware
Apply the form of example.Moreover, the present invention can be used in one or more computers for wherein including computer usable program code
The shape for the computer program product that usable storage medium is implemented on (including but is not limited to magnetic disk storage and optical memory etc.)
Formula.
The present invention is the flow with reference to method according to embodiments of the present invention, equipment (system) and computer program product
Figure and/or block diagram are described.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 processor 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 is produced, 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 in meter
Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, thus 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.
Obviously, those skilled in the art can carry out the essence of various changes and modification without departing from the present invention to the present invention
God and scope.So, if these modifications and variations of the present invention belong to the scope of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to comprising including these changes and modification.
Claims (14)
1. a kind of number mark method, it is characterised in that including：
For each corresponding type of each number, the mark of each mark period of type correspondence is obtained respectively
Remember number of times, wherein, it is described mark the period be access failure when, communication process neutralize hang up after three kinds of talking states corresponding time
Section；
For each corresponding type of each number, respectively according to the mark of the type each mark period of correspondence
Remember the time weighting value of number of times and each mark period, calculate the score of the number correspondence type；
It is respectively the corresponding type of top score by the number mark for each number.
2. the method as described in claim 1, it is characterised in that during described each mark corresponding according to the type respectively
Between section mark number of times and the time weighting value of each mark period, calculate the number correspondence type
Point, including：
The mark number of times that each mark period of type correspondence is marked is corresponding with each mark period
Time weighting value is summed after being multiplied；Or, it regard each mark period corresponding time weighting value as the type pair
The index for the mark number of times that should be marked each mark period, does and is summed after power operation；
The score of the corresponding type of the number is determined according to gained and value.
3. method as claimed in claim 2, it is characterised in that the type has corresponding types weighted value, described
The score of the corresponding type of the number is determined according to gained and value, including：
Described and value type weight value corresponding with the type is multiplied, gained product is used as to number correspondence institute
State the score of type.
4. the method as described in claim 1, it is characterised in that methods described also includes：
When the duration that number is not labeled exceedes preset time threshold, the corresponding mark content of the number is deleted；
The mark content includes：Each the corresponding type of type or number marked by top score is at each
Mark the mark number of times in the period.
5. the method as described in claim 1, it is characterised in that methods described also includes：
Obtain the mark temporal information for the marking operation of type by number mark；
According to the mark temporal information, it is determined that being the mark period belonging to the marking operation of type by number mark；
For each corresponding type of each number, according to by marking operation that the number mark is the type
The affiliated mark period, the mark number of times of each mark period of type correspondence is counted respectively.
6. method as claimed in claim 5, it is characterised in that described according to the mark temporal information, it is determined that by number mark
The mark period belonging to the marking operation of type is designated as, including：
Talking state when determining to carry out the marking operation according to the mark temporal information；
The mark period according to belonging to the talking state determines the marking operation.
7. method as claimed in claim 6, it is characterised in that described that the marking operation institute is determined according to the talking state
The mark period of category, including：
When talking state when carrying out the marking operation is access failure, the mark period belonging to the marking operation is determined
For the first mark period；Or
When talking state when carrying out the marking operation is in communication process, when determining the mark belonging to the marking operation
Between section be second mark the period；Or
Talking state when carrying out the marking operation is when hanging up rear, according to the time and call for carrying out the marking operation
The time interval hung up between the time determine mark period belonging to the marking operation.
8. a kind of number mark device, it is characterised in that including：
First acquisition module, for for each corresponding type of each number, obtaining the type correspondence respectively
Each mark the period mark number of times, wherein, it is described mark the period be access failure when, communication process neutralize hang up after three kinds
The talking state corresponding period；
Computing module, for for each corresponding type of each number, corresponding to each according to the type respectively
The mark number of times and the time weighting value of each mark period of period is marked, the number correspondence type is calculated
Score；
Mark module, for being respectively the corresponding type of top score by the number mark for each number.
9. device as claimed in claim 8, it is characterised in that the computing module, including：
Calculating sub module, the mark number of times for each mark period of type correspondence to be marked is marked with each
Remember that period corresponding time weighting value is summed after being multiplied；Or, using each mark period corresponding time weighting value as
The index for the mark number of times that described each mark period of type correspondence is marked, does and is summed after power operation；
First determination sub-module, the score for determining the corresponding type of the number according to gained and value.
10. device as claimed in claim 9, it is characterised in that the type has corresponding types weighted value, described
One determination sub-module, in addition to：
Computing unit, for when the type has corresponding types weighted value, by described and value and the type
Corresponding type weight value is multiplied, and gained product is corresponded to the score of the type as the number.
11. device as claimed in claim 8, it is characterised in that described device also includes：
Removing module, for when the duration that number is not labeled exceedes preset time threshold, deleting the corresponding mark of the number
Remember content；
The mark content includes：Each the corresponding type of type or number marked by top score is at each
Mark the mark number of times in the period.
12. device as claimed in claim 8, it is characterised in that described device also includes：
Second acquisition module, for obtaining the mark temporal information by number mark for the marking operation of type；
Determining module, for according to the mark temporal information, it is determined that by number mark belonging to the marking operation of type
The mark period；
Statistical module, for being the mark according to by the number mark for each corresponding type of each number
The mark period belonging to the marking operation of type, the mark of each mark period of type correspondence is counted respectively
Number.
13. device as claimed in claim 12, it is characterised in that the determining module, including：
Second determination sub-module, talking state during for determining to carry out the marking operation according to the mark temporal information；
3rd determination sub-module, for the mark period belonging to determining the marking operation according to the talking state.
14. device as claimed in claim 13, it is characterised in that the 3rd determination sub-module, including：
First determining unit, during for the talking state when carrying out the marking operation for access failure, determines the mark behaviour
The mark period belonging to making was the first mark period；
Second determining unit, during for the talking state when carrying out the marking operation in communication process, determines the mark
It was the second mark period to remember the mark period belonging to operation；
3rd determining unit, during for the talking state when carrying out the marking operation to hang up rear, according to the progress mark
Remember that the time of operation and the time interval hung up between the time of call determine the mark period belonging to the marking operation.
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| CN201510053825.4A CN104683537B (en) | 2015-01-28 | 2015-02-02 | A kind of number mark method and device |
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| CN105162931B (en) * | 2015-07-30 | 2018-04-24 | 小米科技有限责任公司 | The sorting technique and device of a kind of communicating number |
| CN105282744B (en) * | 2015-09-02 | 2019-03-08 | 百度在线网络技术（北京）有限公司 | Method and apparatus for crowdsourcing number mark |
| CN106534463B (en) * | 2015-09-15 | 2020-01-17 | 中国移动通信集团公司 | Strange call processing method and device, terminal and server |
| CN105450825A (en) * | 2015-11-24 | 2016-03-30 | 小米科技有限责任公司 | Communication number classification mark method and device |
| CN105516938B (en) * | 2015-12-08 | 2019-03-05 | 北京奇虎科技有限公司 | A kind of processing method and processing device of communication identifier mark information |
| CN105577880B (en) * | 2015-12-29 | 2018-12-18 | 小米科技有限责任公司 | Telephone number recognition methods and device |
| CN105704337B (en) * | 2016-01-19 | 2019-02-12 | 上海触乐信息科技有限公司 | Number mark method and system |
| CN105611084B (en) * | 2016-01-29 | 2019-04-09 | 中国联合网络通信集团有限公司 | A kind of suspicious degree calculation method and suspicious degree computing system of fraudulent user |
| CN106550356A (en) * | 2016-09-23 | 2017-03-29 | 深圳市金立通信设备有限公司 | A kind of method and its device for determining caller ID type |
| CN109873908B (en) * | 2017-12-04 | 2020-11-20 | 中国移动通信集团湖北有限公司 | Junk call identification recognition method and device, computer equipment and storage medium |
| CN109195151B (en) * | 2018-08-21 | 2021-07-27 | 中国联合网络通信集团有限公司 | Credit investigation calculation method and credit investigation calculation platform based on national diffusion service |
| CN110086943A (en) * | 2019-04-29 | 2019-08-02 | 北京羽乐创新科技有限公司 | Number monitoring method and device |
| CN110351439B (en) * | 2019-07-15 | 2020-11-13 | 北京道隆华尔软件股份有限公司 | Telephone traffic processing method and system |
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| CN102663106B (en) * | 2012-04-13 | 2017-11-24 | 北京搜狗科技发展有限公司 | Establish the method and system of number information database |
| CN104113626B (en) * | 2014-06-26 | 2017-10-31 | 北京奇虎科技有限公司 | A kind of communication processing method and system |
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