CN105282744B - Method and apparatus for crowdsourcing number mark - Google Patents
Method and apparatus for crowdsourcing number mark Download PDFInfo
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- CN105282744B CN105282744B CN201510556678.2A CN201510556678A CN105282744B CN 105282744 B CN105282744 B CN 105282744B CN 201510556678 A CN201510556678 A CN 201510556678A CN 105282744 B CN105282744 B CN 105282744B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/12—Detection or prevention of fraud
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Abstract
This application discloses the method and apparatus for crowdsourcing number mark.One specific embodiment of the method includes: the solicited message from client receiving number mark information；Enquiry number library, the number library include calculating the number mark information obtained；According to query result, the number mark information is sent to client by selection；Or in no number mark information, guide client user to be marked by feedback message, and receives the number by label sent from client.This embodiment improves the accuracy rate of Number Reorganization and recall rates, provide more accurate number mark for user.
Description
Technical field
This application involves data processing fields, and in particular to the smart tags process field that mobile communication is checked numbers, especially
It is related to the method and apparatus for crowdsourcing number mark.
Background technique
With the application of mobile terminal and universal, swindle, insurance, the harassing calls such as promoting, to have become puzzlement user daily
One serious problems of life.Although most of mobile terminals may be implemented the identification of harassing call by blacklist or block
It cuts, but accuracy rate and recall rate are generally lower.In recent years, with the continuous development of cloud, some improved phone labels
System is come into being.Wherein, by way of crowdsourcing, guidance users are marked strange number in mobile terminal, together
When lable number data be transmitted to cloud server carry out storage and be calculated as in order to leading.How from mass users flag data
The middle correct labeling for excavating number becomes an important problem.
Summary of the invention
This application provides a kind of method and apparatus for crowdsourcing number mark, are asked with solve to mention in background technique
Topic.
On the one hand, this application provides a kind of methods for crowdsourcing number mark, comprising: from client receiving number mark
Remember the solicited message of information；Enquiry number library, the number library include calculating the above-mentioned number mark information obtained；It will inquiry
To above-mentioned number mark information be sent to client, or when not inquiring above-mentioned number mark information, disappeared by feedback
Breath guidance client user is marked, and receives the number by label sent from client.
In some embodiments, the above-mentioned number by label sent from client includes following multinomial information: incoming call
Number, user's unique identification, number mark, time label.
In some embodiments, the above method further include: setting time threshold, to the number mark in above-mentioned time threshold
Information is retained, and is abandoned to the number mark for being more than above-mentioned time threshold.
In some embodiments, the above method further include: the above-mentioned number mark information retained is calculated, root
It marks to obtain the decay factor of every number mark information according to the above-mentioned time.
In some embodiments, the above method further include: according to above-mentioned user's unique identification, inquire what user marked in the past
Accuracy rate；The confidence level of user is calculated according to above-mentioned accuracy rate.
In some embodiments, above-mentioned number mark information includes the confidence level of above-mentioned user.
In some embodiments, the probability of each number mark is calculated according to the information of each number mark.
On the other hand, this application provides a kind of devices for crowdsourcing number mark, comprising: receiving unit, configuration are used
In the solicited message from client receiving number mark information；Query unit is configured to enquiry number library, above-mentioned number library packet
The above-mentioned number mark information for calculating and obtaining is included；Feedback unit is configured to be selected upper by what is inquired according to query result
It states number mark information and is sent to client；Or it when not inquiring above-mentioned number mark information, is reminded by feedback message
Client user is marked, and receives the number by label sent from client.
In some embodiments, feedback unit is further configured to receive the number by label sent from client
Including following multinomial information: incoming number, user's unique identification, number mark, time label.
In some embodiments, above-mentioned apparatus further include: setting time threshold is configured to, in above-mentioned time threshold
Number mark information is retained, and is abandoned to the number mark for being more than above-mentioned time threshold.
In some embodiments, above-mentioned apparatus further include: be configured to the above-mentioned number mark information retained into
Row calculates, and is marked to obtain the decay factor of every data according to the above-mentioned time.
In some embodiments, above-mentioned apparatus further include: be configured to according to above-mentioned user's unique identification, inquire user with
The confidence level of user is calculated toward the accuracy rate of label.
In some embodiments, above-mentioned number mark information includes the confidence level of above-mentioned user.
In some embodiments, statistic unit is configured to that each number is calculated according to the information of each number mark
The probability of code labeling.
Method and apparatus provided by the present application for crowdsourcing number mark, by acquisition cell phone client by marking
Number, user's mark data are managed provided with time threshold, and incorporated the time decaying and user's confidence level model,
The number error label for effectively solving the problems, such as expired reuse, treats the accuracy of each user's mark with a certain discrimination, improves number
The accuracy rate and recall rate of identification provide more accurate number mark for user.
Detailed description of the invention
By reading a detailed description of non-restrictive embodiments in the light of the attached drawings below, the application's is other
Feature, objects and advantages will become more apparent upon:
Fig. 1 is the schematic diagram according to method one embodiment for crowdsourcing number mark of the application；
Fig. 2 is the effect diagram according to the number mark figure of the display column with number mark information of the application；
Fig. 3 is the effect diagram according to another number mark figure of the display column with number mark information of the application；
Fig. 4 is the display according to the application with the effect diagram for reminding user to do number mark information；
Fig. 5 is the schematic diagram for another embodiment of the method for crowdsourcing number mark according to the application；
Fig. 6 is the structural schematic diagram according to one embodiment of the device for crowdsourcing number mark of the application；
Fig. 7 is adapted for the structural representation of the computer installation for the terminal device or server of realizing the embodiment of the present application
Figure.
Specific embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that in order to
Convenient for description, part relevant to related invention is illustrated only in attached drawing.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase
Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Referring to FIG. 1, it illustrates showing according to one embodiment of the method for crowdsourcing number mark of the application
It is intended to 100.The schematic diagram 100 of the method for crowdsourcing number mark in the present embodiment is related to client 101,103 and clothes
Business end 102,104.
In the present embodiment, when mobile terminal user receives phone, if come inside user mobile phone phone directory without storage
Electric number, client 101,103 can request the mark information of the number to server-side 102,104, and the inquiry of server-side 102,104 is worked as
Number mark information is returned to client 101,103 by its number library calculated, if server-side 102 has incoming number label letter
Breath then returns to the displaying of client 101.If the mark information of the not no incoming number of server-side 104, can pass through feedback message
Form reminds user in client to mark the number, if number is marked in user, can be returned to server-side 104 incoming number,
The information such as user's unique identification, number mark (advertisement, harassing and wrecking, swindle, finance etc.), time label.
As an example, returning to client in the form of number mark figure after server-side 102 inquires number mark information
101 show.Referring to fig. 2, Fig. 2 is the effect diagram for showing the number mark figure of column with number mark information.Mark information, such as
Icon 201 is marked, is one kind in number sorted information, user can be identified rapidly the classification of the number by the icon, be done
Respective reaction out.In other words, user can judge that the number with fraud information, should be hung immediately by not receiving calls
It is disconnected.And tokens statistics information, such as blip counting icon 202, it is the label number feedback of number, user is by identifying the icon
It may determine that the confidence level of the identification information is how high, to make correct selection.
It as another example, is the effect for showing another number mark figure of column with number mark information referring to Fig. 3, Fig. 3
Schematic diagram.In realization shown in Fig. 3, number is divided into businessman's Institution Number and private report number, businessman mechanism number by we
Code is the number for getting over come or partner by major website (for example Meituan, glutinous rice etc.) and providing；And need user identifier
Number be private report number, be first to look into businessman's Institution Number in the inquiry operation that server-side 102,104 carries out, then the people that searches for smugglers and smuggling goods
The result that report number, that is, number mark calculates.For example, the number mark that user can be provided by inquiry commercial undertaking,
Know that the ownership mechanism of number, ownership mechanism can be restaurant, hospital, bank etc., be also possible to enterprise or intermediary.Its
The identification information of commercial undertaking is often that the mechanism is unsolicited, higher for publicity or reminding effect, confidence level.
In some optional implementations of the present embodiment, if the mark information of the not no incoming number of server-side 104,
User can be reminded to mark the number in client by way of feedback message, and optional feedback message form includes pop-up
Form.
As an example, returning to client in the form of a popup window if server-side 104 does not inquire number mark information
103 show.Referring to fig. 4, Fig. 4 is to show the effect diagram with reminding user to do number mark information.Prompting message, such as mention
Wake up icon 401, be play the role of guide client, user can by click the icon rightmost side ×, make refusal label
Feedback.In other words, label prompting feedback is selectable for client, and client can do according to provided mark information
The decision whether marked out.And mark information, such as labeled bracketing icon 402, it is the type for client's selection, specifically
, have following several: advertisement, intermediary, express delivery, swindle, finance, sound one acoustic-electric words etc..Client can also click on other
Icon voluntarily inputs relevant mark information, for example, input " distribution ", " insurance ", " hunter ", " certificates handling " etc..Such one
Come, realizes client 103 and interacted with the good of server-side 104, both saved the time of client, avoid frequent by harassing call
It bothers, and provides real-time number information for server-side 104, make the service for being more advantageous to client's selection.
Referring to Fig. 5, it illustrates the showing for another embodiment of the method for crowdsourcing number mark according to the application
It is intended to 500.The schematic diagram 500 of the above-mentioned method for crowdsourcing number mark of the present embodiment the following steps are included:
Step 501 collects the number by label by cell phone client.
In the present embodiment, every flag data includes incoming number, number mark, time label, user's unique identification
Deng；Wherein user's unique identification is by device number, device id, storage device id, the address mac, currently available for connecting wifi
Memory size, current time combination producing energy uniquely tagged user character string sequence.
Step 502 judges whether to be more than time threshold in server-side.
In the present embodiment, expired number data in order to prevent, checks numbers provided with time threshold information and is managed,
Optionally, time threshold is several weeks, some months is differed, and according to the needs of practice, can adjust in real time.
Step 503, when server-side judging result be when, the flag data more than time threshold will be dropped.
It in the present embodiment,, will if mark information cannot effectively update due to there is the expired reuse of number
It will appear the situation of mark information mistake.It, can be effectively to mistake after being managed by setting time threshold to mark information
The mark information of phase is cleared up, and is also provided convenience for the recycling of number.Optionally, the data being dropped also there are two types of
Situation: 1, the data for being cancelled label after user's mark again can be dropped；2, the uncivil and illegal mark that user arbitrarily writes without basis
Note can be filtered.
Step 504, when server-side judging result be it is no when, number mark data will be retained, and enter model calculating
In.
In the present embodiment, it can be used for the model having time attenuation model and user's confidence level model of selection.Referring to base
This number mark probability calculation formula are as follows: the probability of number mark is equal to the number of labeled number and the ratio of number total degree
Value；And time attenuation model is the set and time decay factor that the date is introduced on the basis of fundamental formular；User's confidence
Degree model introduces user's confidence value, user's mark set and lable number set on the basis of fundamental formular.
Step 505, the decay factor that time label is calculated according to formula.
In the present embodiment, number mark probability is equal to the user number in date set multiplied by time decay factor coefficient
The ratio of code probability value and the time decay factor coefficient value in date set.It is calculated by formula available, works as the time
It is just smaller to final label contribution when marking more long.
Step 506, the confidence level that label user is searched according to formula.
In the present embodiment, confidence level, also referred to as reliability or confidence level, confidence coefficient, i.e., in sampling to overall ginseng
For number when making an estimate, due to the randomness of sample, conclusion is always uncertain, therefore, using a kind of statement method of probability,
Interval estimation method namely in mathematical statistics, i.e. estimated value and population parameter are within the error range centainly allowed, phase
The probability answered has much, this corresponding probability is referred to as confidence level.Thus, the formula in step 506 indicates that meaning is as follows:
Number is equal to (example some day in the probability that some day (such as 2015-8-13) is marked as some label (such as harassing and wrecking label)
Such as 2015-8-13) lable number be some label (such as harassing and wrecking label) user's confidence level sum with some day (such as
The ratio of the sum for the user's confidence level being marked of 2015-8-13) checking numbers.It is calculated by formula available, works as confidence level
When higher, the contribution of check mark code labeling is bigger.
All labels of step 507, each number of statistics, in addition step 506 searches obtained user's confidence level.
In the present embodiment, user's mark data and user's confidence data are done into attended operation, i.e., by number mark number
It include: number, number mark, time label, user's unique identification and user's confidence level according to being extended to, to generate new number
Flag data sequence.
Step 508, the probability of each number mark is calculated.
In the present embodiment, the calculating of the number mark probability has incorporated above-mentioned new number mark data sequence, time
The problem of attenuation model and confidence level model, obtained probability value avoids number expired reuse and different user label accuracy rate
Inconsistent problem greatly improves the accuracy rate and recall rate of Number Reorganization.
Referring to Fig. 6, Fig. 6 shows the structure of device one embodiment for crowdsourcing number mark according to the application
Schematic diagram 600, comprising: receiving unit 601, query unit 602, feedback unit 603.Wherein, receiving unit 601 are configured to
From the solicited message of client receiving number mark information；Query unit 602 is configured to enquiry number library, above-mentioned number library
It include calculating the above-mentioned number mark information obtained；Feedback unit 603 is configured to according to query result, and selection will inquiry
To above-mentioned number mark information be sent to client；Or when not inquiring above-mentioned number mark information, disappeared by feedback
Breath reminds client user to be marked, and receives the number by label sent from client.
In the present embodiment, when mobile terminal user receives phone, if come inside user mobile phone phone directory without storage
Electric number, client 101,103 can request the mark information of the number to server-side 102,104, and the inquiry of server-side 102,104 is worked as
Number mark information is returned to client 101,103 by its number library calculated, if server-side 102 has incoming number label letter
Breath then returns to the displaying of client 101.If the mark information of the not no incoming number of server-side 104, can pass through feedback message
Form reminds user in client to mark the number, if number is marked in user, can be returned to server-side 104 incoming number,
The information such as user's unique identification, number mark (advertisement, harassing and wrecking, swindle, finance etc.), time label.
In some implementations of the present embodiment, it is provided with time management unit, for time threshold to be arranged, to above-mentioned
Number mark data in time threshold are retained, and are abandoned to the number mark data for being more than above-mentioned time threshold.
Due to there is the expired reuse of number, if mark information cannot effectively update, it will label letter occur
Cease the situation of mistake.It, can be effectively to expired mark information after being managed by setting time threshold to mark information
It is cleared up, is also provided convenience for the recycling of number.Optionally, the data being dropped are also there are two types of situation: 1, some
Number can be dropped by the data for cancelling label after user's mark again；2, the uncivil and illegal label meeting that user arbitrarily writes without basis
It is filtered, such as: scumbag stupidly forces.
In some implementations of the present embodiment, time management unit is further configured to be retained above-mentioned
Number mark data are calculated, and are marked to obtain the decay factor of every data according to the above-mentioned time.
Number mark probability be equal to the date set in multiplied by time decay factor coefficient Subscriber Number probability value with
The ratio of time decay factor coefficient value in date set.Calculated by formula it is available, when the time label it is more long when, it is right
Final label contribution is just smaller.
In some implementations of the present embodiment, query unit is further configured to uniquely be marked according to above-mentioned user
Know, the accuracy rate that inquiry user marked in the past calculates the confidence level of user.
Confidence level, also referred to as reliability or confidence level, confidence coefficient, i.e., when sampling makes an estimate to population parameter,
Due to the randomness of sample, conclusion is always uncertain, therefore, is united using a kind of statement method of probability, that is, mathematics
Within the error range centainly allowed, corresponding probability has more for interval estimation method in meter, i.e. estimated value and population parameter
Greatly, this corresponding probability is referred to as confidence level.Thus, the formula in step 506 indicates that meaning is as follows: number is in some day
The probability that (such as 2015-8-13) is marked as some label (such as harassing and wrecking label) is equal to some day (such as 2015-8-13)
Lable number is that the sum of user's confidence level of some label (such as harassing and wrecking label) is checked the number at some day (such as 2015-8-13)
The ratio of the sum for user's confidence level that code is marked.Calculated by formula it is available, when confidence level is higher, mark of checking numbers
The contribution of note is bigger.
In some implementations of the present embodiment, it is provided with statistic unit, for the information according to each number mark
The probability of each number mark is calculated.
The calculating of the number mark probability has incorporated new number mark data sequence, time attenuation model and confidence level mould
The problem of type, obtained probability value avoids number expired reuse and the inconsistent problem of different user label accuracy rate, greatly
The accuracy rate and recall rate for improving Number Reorganization.
Referring to FIG. 7, it illustrates the terminal device for being suitable for being used to realize the embodiment of the present application or the computers of server
The structural schematic diagram of system 700.
As shown in fig. 7, computer system 700 includes central processing unit (CPU) 701, it can be read-only according to being stored in
Program in memory (ROM) 702 or be loaded into the program in random access storage device (RAM) 703 from storage section 708 and
Execute various movements appropriate and processing.In RAM 703, also it is stored with system 700 and operates required various programs and data.
CPU 701, ROM 702 and RAM 703 are connected with each other by bus 704.Input/output (I/O) interface 705 is also connected to always
Line 704.
I/O interface 705 is connected to lower component: the importation 706 including keyboard, mouse etc.；It is penetrated including such as cathode
The output par, c 707 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage section 708 including hard disk etc.；
And the communications portion 709 of the network interface card including LAN card, modem etc..Communications portion 709 via such as because
The network of spy's net executes communication process.Driver 710 is also connected to I/O interface 705 as needed.Detachable media 711, such as
Disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 710, in order to read from thereon
Computer program be mounted into storage section 708 as needed.
Particularly, in accordance with an embodiment of the present disclosure, it may be implemented as computer above with reference to the process of flow chart description
Software program.For example, embodiment of the disclosure includes a kind of computer program product comprising be tangibly embodied in machine readable
Computer program on medium, above-mentioned computer program include the program code for method shown in execution flow chart.At this
In the embodiment of sample, which can be downloaded and installed from network by communications portion 709, and/or from removable
Medium 711 is unloaded to be mounted.
As on the other hand, flow chart and block diagram in attached drawing illustrate the system according to various embodiments of the invention, dress
It sets, the architecture, function and operation in the cards of method and computer program product.In this regard, flowchart or block diagram
In each box can represent a part of a module, program segment or code, the one of above-mentioned module, program segment or code
Part includes one or more executable instructions for implementing the specified logical function.It is replaced it should also be noted that being used as at some
In the realization changed, function marked in the box can also occur in a different order than that indicated in the drawings.For example, two connect
The box even indicated can actually be basically executed in parallel, they can also be executed in the opposite order sometimes, this is according to institute
Depending on the function being related to.It is also noted that in each box and block diagram and or flow chart in block diagram and or flow chart
Box combination, can the dedicated hardware based systems of the functions or operations as defined in executing realize, or can be with
It realizes using a combination of dedicated hardware and computer instructions.
As on the other hand, present invention also provides a kind of computer readable storage medium, the computer-readable storage mediums
Matter can be the computer readable storage medium that above-mentioned server-side is included；It is also possible to existing for client, is taken without supplying
The computer readable storage medium at business end.Above-mentioned computer-readable recording medium storage has one or more than one program, on
State the method that program is used to execute crowdsourcing number mark by one or more than one processor.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.Those skilled in the art
Member is it should be appreciated that invention scope involved in the application, however it is not limited to technology made of the specific combination of above-mentioned technical characteristic
Scheme, while should also cover in the case where not departing from foregoing invention design, it is carried out by above-mentioned technical characteristic or its equivalent feature
Any combination and the other technical solutions formed.Such as features described above has similar function with (but being not limited to) disclosed herein
Can technical characteristic replaced mutually and the technical solution that is formed.
Claims (12)
1. a kind of method for crowdsourcing number mark characterized by comprising
From the solicited message of client receiving number mark information；
Enquiry number library, the number library include calculating the number mark information obtained；
The number mark information inquired is sent to client, or when not inquiring the number mark information,
It guides client user to be marked by feedback message, and receives the number by label sent from client；
The enquiry number library includes: that the general of each number mark is calculated according to each number mark information in number library
Rate.
2. the method according to claim 1, wherein the number by label sent from client includes
Following multinomial information: incoming number, user's unique identification, number mark, time label.
3. according to the method described in claim 2, it is characterized in that, the method also includes: setting time threshold, to it is described when
Between number mark information in threshold value retained, the number mark information for being more than the time threshold is abandoned.
4. according to the method described in claim 3, it is characterized in that, the method also includes: to the number retained
Mark information is calculated, and is marked to obtain the decay factor of every number mark information according to the time.
5. according to the method described in claim 4, it is characterized in that, the method also includes:
According to user's unique identification, the accuracy rate that user marked in the past is inquired；
The confidence level of user is calculated according to the accuracy rate.
6. according to the method described in claim 5, it is characterized in that, the number mark information includes the confidence of the user
Degree.
7. a kind of device for crowdsourcing number mark characterized by comprising
Receiving unit is configured to the solicited message from client receiving number mark information；
Query unit, is configured to enquiry number library, and the number library includes calculating the number mark information obtained；
Statistic unit is configured to that the probability of each number mark is calculated according to the information of each number mark；
Feedback unit is configured to according to query result, and the number mark information inquired is sent to client by selection；
Or when not inquiring the number mark information, by feedback message remind client user be marked, and receive from
The number by label that client is sent.
8. device according to claim 7, which is characterized in that feedback unit is further configured to receive and send out from client
The number by label sent includes following multinomial information: incoming number, user's unique identification, number mark, time label.
9. device according to claim 8, which is characterized in that described device further include: it is configured to setting time threshold,
Number mark information in the time threshold is retained, the number mark for being more than the time threshold is abandoned.
10. device according to claim 9, which is characterized in that described device further include: be configured to protect to described
The number mark information stayed is calculated, and is marked to obtain the decay factor of every data according to the time.
11. device according to claim 10, which is characterized in that described device further include: be configured to according to the use
Family unique identification, the accuracy rate that inquiry user marked in the past calculate the confidence level of user.
12. device according to claim 11, which is characterized in that the number mark information includes the confidence of the user
Degree.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510556678.2A CN105282744B (en) | 2015-09-02 | 2015-09-02 | Method and apparatus for crowdsourcing number mark |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510556678.2A CN105282744B (en) | 2015-09-02 | 2015-09-02 | Method and apparatus for crowdsourcing number mark |
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| CN105282744B true CN105282744B (en) | 2019-03-08 |
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| CN104683537A (en) * | 2015-01-28 | 2015-06-03 | 北京羽乐创新科技有限公司 | Number marking method and device |
| CN104702804A (en) * | 2015-01-28 | 2015-06-10 | 北京羽乐创新科技有限公司 | Method and device for marking number |
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| CN104378480A (en) * | 2013-11-15 | 2015-02-25 | 上海触乐信息科技有限公司 | Phone number marking method and system |
| CN104270521A (en) * | 2014-09-26 | 2015-01-07 | 北京奇虎科技有限公司 | Method for processing incoming call number and mobile terminal |
| CN104683537A (en) * | 2015-01-28 | 2015-06-03 | 北京羽乐创新科技有限公司 | Number marking method and device |
| CN104702804A (en) * | 2015-01-28 | 2015-06-10 | 北京羽乐创新科技有限公司 | Method and device for marking number |
Also Published As
| Publication number | Publication date |
|---|---|
| CN105282744A (en) | 2016-01-27 |
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