CN104598499A - Multi-map information integration method and device - Google Patents
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- CN104598499A CN104598499A CN201310539852.3A CN201310539852A CN104598499A CN 104598499 A CN104598499 A CN 104598499A CN 201310539852 A CN201310539852 A CN 201310539852A CN 104598499 A CN104598499 A CN 104598499A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
- G06F16/986—Document structures and storage, e.g. HTML extensions
Abstract
The embodiment of the invention provides a multi-map information integration method and device. The method includes the steps that a friend list of any account in a social network map is established; an address book list of each friend, uploading an address book, in the friend list is acquired; whether the relevance characteristic in the social network map is the same as that of the address book lists or not is judged, and on the basis of the judgment, statistics is performed on the count of any account corresponding to probable mobile phone numbers; on the basis of the count, information of the social network map and information in a mobile map are integrated. Through the multi-map information integration method and device, user information can be effectively and conveniently integrated and mined, and therefore a basis is provided for further utilization of the user information.
Description
Technical field
The embodiments of the present invention relate to the information processing technology, relate more particularly to a kind of multichannel chromatogram information integrating method and device.
Background technology
Along with the development of Internet technology under the Web2.0 epoch, social network service (SNS) emerges rapidly, and internet social activity has become a part indispensable in people's daily life.Constantly perfect along with SNS, the social patterns on people also there's a growing conviction that internet, is ready the part real information of oneself to stay on SNS.In the last few years, the popularity rate of smart mobile phone was more and more higher, and wireless network environment also constantly improves, and mobile Internet is progressed in daily life.Address list in user mobile phone has been linked up and has been moved social graph into user, and the relation that user sets up on traditional social networks is then the internet social graph of traditional sense.Due to the difference of mobile social graph and conventional internet social graph, the information that user fills in is differentiated, such as in mobile collection of illustrative plates, have the information such as cell-phone number, but user may can not leave cell-phone number information in traditional social graph, in traditional social graph, user may leave other information such as birthday, mailbox, but will be rarely found in mobile social graph.
Therefore, in order to can the comprehensive linked character of digging user, comprehensively build user model, how user profile to be integrated from multichannel chromatogram (mobile social graph and traditional social graph), being one has challenge and significant task.
Summary of the invention
In view of above-mentioned present situation, the object of the invention is to the excavation and the integration that realize user profile in multichannel chromatogram.Thus, the invention provides a kind of multichannel chromatogram information integrating method and device, based on multichannel chromatogram information integrating method of the present invention and device, can effectively and integrate user profile expediently, thus provide the foundation for the further utilization of user profile.
According to a first aspect of the invention, provide a kind of multichannel chromatogram information integrating method, comprising:
Set up the buddy list of any account uid in social networks collection of illustrative plates;
Obtain in described buddy list the address list list of each good friend uploading address list, wherein said address list is the address list in mobile collection of illustrative plates, and described address list list comprises linked character S
uid_jwith cell-phone number tel
_ jcorresponding relation, j represents a jth mobile subscriber in described address list list, S
uidrepresent the feature for associating described social networking collection of illustrative plates and described mobile collection of illustrative plates;
Judge the linked character S of described uid in described social networks collection of illustrative plates
uidwhether with the linked character S in described address list list
uid_jidentical, and judge based on described the counting that the described uid of statistics corresponds to each possibility cell-phone number; And
The information in described social networks collection of illustrative plates and described mobile collection of illustrative plates is integrated based on described counting.
According to a second aspect of the invention, provide a kind of multichannel chromatogram information integration equipment, comprising:
Buddy list apparatus for establishing, is configured to the buddy list of any account uid set up in social networks collection of illustrative plates;
Address list list obtaining means, is configured to obtain in described buddy list the address list list of each good friend uploading address list, and wherein said address list is the address list in mobile collection of illustrative plates, and described address list list comprises linked character S
uid_jwith the corresponding relation of cell-phone number tel_j, j represents a jth mobile subscriber in described address list list, S
uidrepresent the feature for associating described social networking collection of illustrative plates and described mobile collection of illustrative plates;
Judgment means, is configured to judge the linked character S of described uid in described social networks collection of illustrative plates
uidwhether with the linked character S in described address list list
uid_jidentical, and judge based on described the counting that the described uid of statistics corresponds to each possibility cell-phone number; And
Integrating apparatus, is configured to the information integrated based on described counting in described social networks collection of illustrative plates and described mobile collection of illustrative plates.
According to the further embodiment of the present invention, wherein, described linked character comprises name or the mailbox of user.
According to the further embodiment of the present invention, wherein, comprise based on described counting the degree of confidence that the described uid of calculating corresponds to each possibility cell-phone number.
According to the further embodiment of the present invention, wherein, comprising based on described counting the cell-phone number selecting described degree of confidence the highest is the cell-phone number that described uid is corresponding.
According to the further embodiment of the present invention, wherein, the cell-phone number of described degree of confidence more than 80% is selected to be the cell-phone number that described uid is corresponding.
According to the further embodiment of the present invention, wherein, described information comprises account, name, mailbox, cell-phone number, birthday by information.
Accompanying drawing explanation
By reference to accompanying drawing reading detailed description hereafter, above-mentioned and other objects, linked character and the advantage of exemplary embodiment of the invention will become easy to understand.In the accompanying drawings, show some embodiments of the present invention by way of example, and not by way of limitation, wherein:
Fig. 1 diagrammatically illustrates applied environment according to the preferred embodiment of the invention;
Fig. 2 diagrammatically illustrates the relation according to the preferred embodiment of the invention between two collection of illustrative plates;
Fig. 3 diagrammatically illustrates the process flow diagram of multichannel chromatogram information integrating method according to the preferred embodiment of the invention;
Fig. 4 diagrammatically illustrates the structured flowchart of multichannel chromatogram information integration equipment according to the preferred embodiment of the invention; And
Fig. 5 shows the block diagram of illustrative computer/server that each embodiment of the present invention can realize wherein
Embodiment
Process flow diagram in accompanying drawing and block diagram, illustrate according to the architectural framework in the cards of the device of various embodiments of the invention, method and computer program product, function and operation.In this, each square frame in process flow diagram or block diagram can represent a part for module, program segment or a code, and a part for described module, program segment or code comprises one or more executable instruction for realizing the logic function specified.Also it should be noted that at some as in the realization of replacing, the function marked in square frame also can be different from occurring in sequence of marking in accompanying drawing.Such as, in fact the square frame that two adjoining lands represent can perform substantially concurrently, and they also can perform by contrary order sometimes, and this determines according to involved function.Also it should be noted that, the combination of the square frame in each square frame in block diagram and/or process flow diagram and block diagram and/or process flow diagram, can realize by the special hardware based system of the function put rules into practice or operation, or can realize with the combination of specialized hardware and computer instruction.
Below in conjunction with accompanying drawing, the specific embodiment of the present invention is described.
First with reference to figure 1, wherein figure 1 illustrate the system 10 that can use according to the embodiment of the present invention wherein, comprise and can carry out by network multiple communication facilitiess of communicating.System 10 can comprise combination in any that is wired or wireless network, and wherein these networks include but not limited to the one or more ad hoc network etc. between mobile telephone network, WLAN (wireless local area network) (LAN), Bluetooth personal local area network, ethernet lan, token LAN, wide area network, internet, communication facilities.System 10 can comprise wire communication facility and Wireless Telecom Equipment.
Such as, system 10 shown in Fig. 1 comprises mobile telephone network 11 and internet 28.Connection towards internet 28 can include but not limited to that long distance wireless connects, short-distance radio connects, and various wired connection, and wired connection includes but not limited to telephone wire, cable line, line of electric force etc.
The exemplary communication device of system 10 can include but not limited to mobile phone 12, combined type PDA and mobile phone 14, PDA16, integrated messaging device (IMD) 18, desk-top computer 20, and notebook 22.Communication facilities can be fixing or be mobile when being carried by the people in advancing.Some or all of communication facilities can be sent and receipt of call and message by the wireless connections 25 of leading to base station 24, and are communicated with service provider by the wireless connections 25 towards base station 24.Base station 24 can be connected to the webserver 26, and this server 26 supports the communication between mobile telephone network 11 and internet 28.System 10 can comprise additional communication facilities and dissimilar communication facilities.Communication facilities can directly communicate each other.
Should be appreciated that base station 24 is only the representative of the network equipment for wireless access, the present invention is unrestricted in this regard.According to some other illustrative embodiments of the present invention, alternative base station 24 can be come by WiFi access point.In addition, it should also be understood that, communication facilities can use various transmission technology to communicate, include but not limited to, CDMA (CDMA), global system for mobile communications (GSM), universal mobile telecommunications system (UMTS), time division multiple access (TDMA) (TDMA), frequency division multiple access (FDMA), transmission control protocol/Internet protocol (TCP/IP), short messaging service (SMS), multimedia information transferring service (MMS), Email, Transit time flow meter service (IMS), bluetooth, IEEE802.11 etc.Communication facilities can use various medium to communicate, and includes but not limited to, wireless, infrared, laser, cable connection etc.
Below with reference to Fig. 2, multichannel chromatogram information integration digging technology of the present invention is tentatively described.
It will be appreciated that, in the following description, mobile phone 12 (any one mobile phone 12 in Fig. 1) in Fig. 1 can as the exemplary representation of the mobile phone in mobile social graph according to the present invention, this mobile phone includes but not limited to the smart mobile phone of Android, iPhone or windows phone type, and it is by network access equipment (any one network access equipment 24 in Fig. 1; Such as, base station 24 or WiFi access point 24), via the webserver 26 accessing Internet 28; And using the server of desk-top computer 20 as such as social network sites.
Closing with the social network of Renren Network is example, user sets up the social graph of social networks in Renren Network by friend relation, there is everybody user a collection of, also can by Renren Network oneself address list synchronous, thus form a mobile collection of illustrative plates based on user communication record data, the relation of two collection of illustrative plates as shown in Figure 2, wherein G
grepresent the social networks collection of illustrative plates in Renren Network, G
mrepresent the mobile collection of illustrative plates of Renren Network user.G
gin node table to let others have a look at people's network users, it is uniquely determined primarily of uid.G
min square node think that Renren Network user in mobile collection of illustrative plates uniquely represents, generally can represent with cell-phone number.Black arrow represents that user uploads address list, points to his cell-phone number from the uid of uploader.Dotted line represents that address list name is the same with the name in the social networks of user.In such collection of illustrative plates, we need to determine which uid and cell-phone number are corresponding, so that we integrate the information that user moves collection of illustrative plates and social networks collection of illustrative plates.
In order to realize the information integration of above-mentioned two kinds of collection of illustrative plates, Fig. 3 diagrammatically illustrates the process flow diagram of multichannel chromatogram information integrating method 300 according to a preferred embodiment of the invention, and the method comprises:
Step S310, sets up the buddy list of any account uid in social networks collection of illustrative plates;
This step can be easy to realize based on the friend relation of this any account uid on social networks such as Renren Network.Suppose that the buddy list of this any account uid is:
{ uid
1..., uid
i..., uid
n, wherein uid
irepresent the account uid of i-th good friend, i=1 ..., n;
Then, perform step S320, obtain in described buddy list the address list list of each good friend uploading address list, wherein said address list is the address list in mobile collection of illustrative plates, and described address list list comprises linked character S
uid_jwith the corresponding relation of cell-phone number tel_j, j represents a jth mobile subscriber in described address list list, S
uidrepresent the feature for associating described social networking collection of illustrative plates and described mobile collection of illustrative plates;
In order to the execution of clearly this step, only exemplarily, such as in this step, the mode that the behavior of upload communication record of the present invention can be recorded by synchronous communication realizes; And
Suppose the good friend uid in buddy list
iupload address list list:
{<tel
_1，Suid
_1>，...，<tel
_j，S
uid_j>，...，<tel
_m，S
uid_m>}，
Wherein j represents a jth mobile subscriber in described address list list; tel
_ jrepresent the cell-phone number of a jth mobile subscriber in address list list; S
uid_jrepresent the linked character Suid of a jth mobile subscriber in address list list; <tel
_ j, S
uid_j> illustrates the cell-phone number tel of a jth mobile subscriber
_ jwith linked character S
uid_jcorresponding relation and j=1 ..., m.
According to linked character Suid of the present invention, by description below, it will be appreciated by those skilled in the art that in fact it construct the bridge of social networks collection of illustrative plates and mobile collection of illustrative plates, the present invention, just based on this bridge, achieves the integration of social networks collection of illustrative plates and mobile collection of illustrative plates.
In the various embodiments of the invention, can name be preferably above-mentioned linked character Suid.This is because in social networks such as Renren Network; user must register oneself Real Name usually; and user also usually can store the name of friend in the address list (address list of such as mobile phone) of mobile social graph, the bridge of two collection of illustrative plates therefore set up based on name is relatively reliable and accurately.But, it will be understood by those skilled in the art that for collection of illustrative plates in, user also may register other utilizable linked character, such as mailbox, birthday, microblog account etc., therefore other linked character is also possible.
In this step, those skilled in the art also will understand, and upload more than 1 of good friend's possibility of address list, therefore may obtain the address list list of the good friend of more than 1 in this step in described buddy list.Address list list for described each good friend is performed step S330 below.
In step S330, judge the linked character S of described uid in described social networks collection of illustrative plates
uidwhether with the linked character S in described address list list
uid_jidentical, and judge based on described the counting that the described uid of statistics corresponds to each possibility cell-phone number;
Still exemplarily, this step such as comprises and having judged whether for the address list list of each good friend respectively
S
uid_j=S
uid, wherein j=1 ..., m;
If so, then known uid is to having tel_j, this seasonal tel_j=tel
1and
counting add 1; Similarly, repeat described judgement for the address list list of different good friend can constantly increase
counting.
Meanwhile, when the address list list for each good friend repeats this step S330, also may exist:
Uid corresponds to tel
2, namely
but tel
2≠ tel
1situation, this season
counting add 1, can constantly increase similarly thus with above
counting.
The rest may be inferred, can obtain a series of possibility cell-phone number corresponding to uid and tel
1, tel
2... tel
ncounting.Based on this counting, step S340 can be performed according to embodiments of the invention.
In step S340, integrate the information in described social networks collection of illustrative plates and described mobile collection of illustrative plates based on described counting.
In this step, such as can comprise based on described counting and select the maximum cell-phone number of counting as cell-phone number corresponding to uid, thus can in this approach for each arbitrary uid finds corresponding cell-phone number.
Alternatively, the calculating a series of possibility cell-phone number corresponding with uid and tel can be comprised based on described counting
1, tel
2... tel
ndegree of confidence.Such as can calculate
degree of confidence as follows:
Wherein, count (
) represent
counting,
represent the counting sum of a series of possibility cell-phone numbers that uid is corresponding.
At this, those skilled in the art can select cell-phone number that degree of confidence is the highest as cell-phone number corresponding to uid, thus in this approach for each arbitrary uid finds corresponding cell-phone number.Further, the present invention can select the cell-phone number of degree of confidence more than 80% as cell-phone number corresponding to described uid.
Thus, corresponding relation can be found for each node of the collection of illustrative plates of two shown in Fig. 2 by means of above-mentioned steps.
According to various embodiments of the present invention, after finding above-mentioned corresponding relation based on above-mentioned steps, then can realize integrating the information in multiple collection of illustrative plates, described information includes but not limited to account, name, mailbox, cell-phone number, birthday etc.
Step S350, terminates.
By description above, those skilled in the art can be clear, and multichannel chromatogram information integrating method of the present invention effectively excavates and incorporates the information being present in different collection of illustrative plates, thus lay a good foundation for the further exploitation of information.
Fig. 4 diagrammatically illustrates the structured flowchart of multichannel chromatogram information integration equipment 400 according to the preferred embodiment of the invention.This equipment 400 comprises:
Buddy list apparatus for establishing 410, is configured to the buddy list of any account uid set up in social networks collection of illustrative plates;
Address list list obtaining means 420, is configured to obtain in described buddy list the address list list of each good friend uploading address list, and wherein said address list is the address list in mobile collection of illustrative plates, and described address list list comprises linked character S
uid_jwith the corresponding relation of cell-phone number tel_j, j represents a jth mobile subscriber in described address list list, S
uidrepresent the feature for associating described social networking collection of illustrative plates and described mobile collection of illustrative plates;
Judgment means 430, is configured to judge the linked character S of described uid in described social networks collection of illustrative plates
uidwhether with the linked character S in described address list list
uid_jidentical, and judge based on described the counting that the described uid of statistics corresponds to each possibility cell-phone number; And
Integrating apparatus 440, is configured to the information integrated based on described counting in described social networks collection of illustrative plates and described mobile collection of illustrative plates.
Although just simply describe the structure according to multichannel chromatogram information integration equipment of the present invention above, it will be understood by those skilled in the art that multichannel chromatogram information integrating method according to the present invention goes for above-mentioned multichannel chromatogram information integration equipment.Therefore, each step described in above-mentioned multichannel chromatogram information integrating method can be realized by the related device in multichannel chromatogram information integration equipment or sub-device, does not repeat them here.
In addition, should be appreciated that equipment 400 can profit realize in various manners.Such as, in some embodiments, equipment 300 can utilize software and/or firmware module to realize.In addition, equipment 400 also can utilize hardware module to realize.Such as, equipment 300 can be implemented as integrated circuit (IC) chip or special IC (ASIC).Equipment 300 also can be implemented as SOC (system on a chip) (SOC).In addition, equipment 400 also can utilize the combination of hardware module and software and/or firmware module to realize.Other modes that are known or exploitation in the future are also feasible now, and scope of the present invention is unrestricted in this regard.
Fig. 5 shows the block diagram of illustrative computer/server that each embodiment of the present invention can realize wherein.The computer system/server 512 of Fig. 5 display is only an example, should not bring any restriction to the function of the embodiment of the present invention and usable range.
As shown in Figure 5, computer system/server 512 shows with the form of universal computing device.The assembly of computer system/server 512 can include but not limited to: one or more processor or processing unit 516, system storage 528, connects the bus 518 of different system assembly (comprising system storage 528 and processing unit 516).
Bus 518 represent in a few class bus structure one or more, comprise memory bus or Memory Controller, peripheral bus, AGP, processor or use any bus-structured local bus in multiple bus structure.For example, these architectures include but not limited to industry standard architecture (ISA) bus, MCA (MAC) bus, enhancement mode isa bus, VESA's (VESA) local bus and periphery component interconnection (PCI) bus.
Computer system/server 512 typically comprises various computing systems computer-readable recording medium.These media can be any usable mediums can accessed by computer system/server 512, comprise volatibility and non-volatile media, moveable and immovable medium.
System storage 528 can comprise the computer system-readable medium of volatile memory form, such as random access memory (RAM) 530 and/or cache memory 532.Computer system/server 512 may further include that other are removable/immovable, volatile/non-volatile computer system storage medium.Only as an example, storage system 34 may be used for reading and writing immovable, non-volatile magnetic media (Fig. 5 does not show, and is commonly referred to " hard disk drive ").Although not shown in Fig. 5, the disc driver that removable non-volatile magnetic disk (such as " floppy disk ") is read and write can be provided for, and to the CD drive that removable anonvolatile optical disk (such as CD-ROM, DVD-ROM or other light media) is read and write.In these cases, each driver can be connected with bus 518 by one or more data media interfaces.Storer 528 can comprise at least one program product, and this program product has one group of (such as at least one) program module, and these program modules are configured to the function performing various embodiments of the present invention.
There is the program/utility 540 of one group of (at least one) program module 542, can be stored in such as storer 528, such program module 542 comprises---but being not limited to---operating system, one or more application program, other program modules and routine data, may comprise the realization of network environment in each or certain combination in these examples.Function in program module 542 embodiment that execution is described in the invention usually and/or method.
Computer system/server 512 also can communicate with one or more external unit 514 (such as keyboard, sensing equipment, display 524 etc.), also can make with one or more devices communicating that user can be mutual with this computer system/server 512, and/or communicate with any equipment (such as network interface card, modulator-demodular unit etc.) making this computer system/server 512 can carry out communicating with other computing equipments one or more.This communication can be passed through I/O (I/O) interface 522 and carry out.Further, computer system/server 512 can also such as, be communicated by network adapter 520 and one or more network (such as LAN (Local Area Network) (LAN), wide area network (WAN) and/or public network, the Internet).As shown in the figure, network adapter 520 is by bus 518 other module communications with computer system/server 512.Be understood that, although not shown, other hardware and/or software module can be used in conjunction with computer system/server 512, include but not limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and data backup storage system etc.
Give instructions of the present invention for the object illustrated and describe, but it is not intended to be exhaustive or be limited to the invention of disclosed form.It may occur to persons skilled in the art that a lot of amendment and variant.It will be appreciated by those skilled in the art that the method and apparatus in embodiment of the present invention can realize with software, hardware, firmware or its combination.
Therefore; embodiment is to principle of the present invention, practical application are described better and enable the other staff in those skilled in the art understand following content and select and describe; namely; under the prerequisite not departing from spirit of the present invention, all modifications made and replacement all will fall in the scope of claims definition.
Claims (12)
1. a multichannel chromatogram information integrating method, comprising:
Set up the buddy list of any account uid in social networks collection of illustrative plates;
Obtain in described buddy list the address list list of each good friend uploading address list, wherein said address list is the address list in mobile collection of illustrative plates, and described address list list comprises linked character S
uid_jwith the corresponding relation of cell-phone number tel_j, j represents a jth mobile subscriber in described address list list, S
uidrepresent the feature for associating described social networking collection of illustrative plates and described mobile collection of illustrative plates;
Judge the linked character S of described uid in described social networks collection of illustrative plates
uidwhether with the linked character S in described address list list
uid_jidentical, and judge based on described the counting that the described uid of statistics corresponds to each possibility cell-phone number; And
The information in described social networks collection of illustrative plates and described mobile collection of illustrative plates is integrated based on described counting.
2. method according to claim 1, wherein, described linked character comprises name or the mailbox of user.
3. method according to claim 1, wherein, comprises based on described counting and calculates the degree of confidence that described uid corresponds to each possibility cell-phone number.
4. method according to claim 3, wherein, comprising based on described counting the cell-phone number selecting described degree of confidence the highest is the cell-phone number that described uid is corresponding.
5. method according to claim 3, wherein, selects the cell-phone number of described degree of confidence more than 80% to be the cell-phone number that described uid is corresponding.
6. method according to claim 1, wherein, described information comprises account, name, mailbox, cell-phone number, birthday by information.
7. a multichannel chromatogram information integration equipment, comprising:
Buddy list apparatus for establishing, is configured to the buddy list of any account uid set up in social networks collection of illustrative plates;
Address list list obtaining means, is configured to obtain in described buddy list the address list list of each good friend uploading address list, and wherein said address list is the address list in mobile collection of illustrative plates, and described address list list comprises linked character S
uid_jwith the corresponding relation of cell-phone number tel_j, j represents a jth mobile subscriber in described address list list, S
uidrepresent the feature for associating described social networking collection of illustrative plates and described mobile collection of illustrative plates;
Judgment means, is configured to judge the linked character S of described uid in described social networks collection of illustrative plates
uidwhether with the linked character S in described address list list
uid_jidentical, and judge based on described the counting that the described uid of statistics corresponds to each possibility cell-phone number; And
Integrating apparatus, is configured to the information integrated based on described counting in described social networks collection of illustrative plates and described mobile collection of illustrative plates.
8. device according to claim 7, wherein, described linked character comprises name or the mailbox of user.
9. device according to claim 7, wherein, comprises based on described counting and calculates the degree of confidence that described uid corresponds to each possibility cell-phone number.
10. device according to claim 9, wherein, comprising based on described counting the cell-phone number selecting described degree of confidence the highest is the cell-phone number that described uid is corresponding.
11. methods according to claim 9, wherein, select the cell-phone number of described degree of confidence more than 80% to be the cell-phone number that described uid is corresponding.
12. devices according to claim 7, wherein, described information comprises account, name, mailbox, cell-phone number, birthday by information.
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| CN110708414A (en) * | 2019-08-30 | 2020-01-17 | 中国人民财产保险股份有限公司 | Telephone number sorting method and device and electronic equipment |
| CN110708414B (en) * | 2019-08-30 | 2021-01-05 | 中国人民财产保险股份有限公司 | Telephone number sorting method and device and electronic equipment |
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