CN106982284A - The recognition methods of harassing call number and device - Google Patents
The recognition methods of harassing call number and device Download PDFInfo
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- CN106982284A CN106982284A CN201710236585.0A CN201710236585A CN106982284A CN 106982284 A CN106982284 A CN 106982284A CN 201710236585 A CN201710236585 A CN 201710236585A CN 106982284 A CN106982284 A CN 106982284A
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- storehouse
- telephone number
- harassing call
- call number
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/57—Arrangements for indicating or recording the number of the calling subscriber at the called subscriber's set
- H04M1/573—Line monitoring circuits for detecting caller identification
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/26—Devices for calling a subscriber
- H04M1/27—Devices whereby a plurality of signals may be stored simultaneously
- H04M1/274—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc
- H04M1/2745—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc using static electronic memories, e.g. chips
- H04M1/27467—Methods of retrieving data
- H04M1/2748—Methods of retrieving data by matching character strings
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/26—Devices for calling a subscriber
- H04M1/27—Devices whereby a plurality of signals may be stored simultaneously
- H04M1/274—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc
- H04M1/2745—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc using static electronic memories, e.g. chips
- H04M1/2753—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc using static electronic memories, e.g. chips providing data content
- H04M1/2757—Devices whereby a plurality of signals may be stored simultaneously with provision for storing more than one subscriber number at a time, e.g. using toothed disc using static electronic memories, e.g. chips providing data content by data transmission, e.g. downloading
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72484—User interfaces specially adapted for cordless or mobile telephones wherein functions are triggered by incoming communication events
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- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Human Computer Interaction (AREA)
- Environmental & Geological Engineering (AREA)
- Telephonic Communication Services (AREA)
- Mobile Radio Communication Systems (AREA)
Abstract
The invention provides the recognition methods of harassing call number and device；This method includes：When detecting incoming call or exhalation request, the network environment that detection mobile terminal is presently in；If detect current network conditions in predetermined network state, the harassing call number storehouse and Yellow Page storehouse being locally stored are called, and recognizes whether the telephone number that incoming call or exhalation are asked is harassing call number by the label information of each telephone number in harassing call number storehouse and Yellow Page storehouse.In the present invention, when the network environment that mobile terminal is presently in is in predetermined network state, by the way that harassing call number storehouse and Yellow Page storehouse is locally stored, whether can not only determine the telephone number is harassing call number, and can find the corresponding entity information of the telephone number by the Yellow Page storehouse of this ground, compared to the recognition methods of existing harassing call number, the present invention can more accurately help user's identification to go out harassing call number.
Description
Technical field
The present invention relates to communication technique field, specifically, the present invention relates to the recognition methods of harassing call number and dress
Put.
Background technology
At present, mobile phone is increasingly becoming a part essential in people's daily life, and mobile phone is what user offered convenience
Meanwhile, also it is user with many hidden danger.For example, it is the channel and means that businessman is promoted to dial harassing call number, lead to
Cross and continually call carry out marketing to user, What is more by dialing harassing call number come the money of user cheating
Wealth, in a word, harassing call number have had a strong impact on the life of user, in addition to user life property safety bring it is hidden
Suffer from.
The recognition methods of existing harassing call number specifically, installs peace generally by safety applications on mobile phone
Full application, the server meeting various harassing call numbers of periodic collection of the safety applications, sets up harassing call number storehouse, and cycle
Harassing call number storehouse is issued to property mobile phone.When there is telephone number to dial in, mobile phone disturbs the telephone number with local
Each harassing call number disturbed in telephone number storehouse is matched, if the match is successful, it may be determined that the telephone number is harassing and wrecking electricity
Number is talked about, user can be pointed out or harassing call interception is directly carried out.
The recognition methods of above-mentioned existing harassing call number, even if mobile phone is not in the state of suspension or network speed be good,
Whether the telephone number that by the harassing call number storehouse being locally stored, can also recognize incoming call is harassing call number.But
In practical application, some telephone numbers belong to harassing call number for a part of user, but for another certain customers
It is not belonging to, for example, the telephone number of certain businessman is ad promotions phone for most of user, and for small part and the businessman
For user with cooperative relationship, the telephone number is the telephone number of normally associate.But according to above-mentioned existing harassing and wrecking
The recognition methods of telephone number is understood：The telephone number of the businessman is probably harassing and wrecking electricity by the server-tag of safety applications
Number is talked about, when the telephone number is dialled in, especially in mobile phone in the state of suspension or network speed be not good, in the hand of any user
The telephone number can be shown as to harassing call number, so on machine, it will giving the businessman has the user of cooperative relationship
It can interfere.That is, the recognition methods of existing harassing call number can not help user's identification to go out to disturb exactly sometimes
Disturb telephone number.
The content of the invention
The present invention is in view of the shortcomings of the prior art, it is proposed that a kind of recognition methods of harassing call number and device, is used for
The method that prior art is solved in identification harassing call number can not help user's identification to go out harassing call number exactly sometimes
Problem.
The embodiments of the invention provide a kind of recognition methods of harassing call number, including：
When detecting incoming call or exhalation request, the network environment that detection mobile terminal is presently in；
If detect current network conditions in predetermined network state, the harassing call number storehouse being locally stored is called
With Yellow Page storehouse, and incoming call or exhalation are recognized by the label information of each telephone number in harassing call number storehouse and Yellow Page storehouse
Whether the telephone number of request is harassing call number, and predetermined network state includes suspension state and network data transmission rate
Less than the network connection state of predetermined threshold.
Preferably, this method also includes：
If when detecting current network conditions and being not at predetermined network state, obtaining incoming call by cloud server or exhaling
Go out the label information of the telephone number of request；
According to the label information of each telephone number stored in harassing call number storehouse and Yellow Page storehouse, and exhaling of getting
Enter or breathe out the label information for the telephone number asked, whether identification telephone number is harassing call number.
Preferably, this method also includes：
Recognition result is shown on calling display interface.
Preferably, this method also includes：
Multi-user's comment information corresponding with the telephone number of incoming call or exhalation request is obtained by cloud server；
Multi-user's comment information is shown on calling display interface.
Preferably, this method also includes：
Connect after incoming call or exhalation request is detected there is provided the comment input for incoming call or the telephone number of exhalation request
Mouthful, and user is received by commenting on the comment information on telephone number that input interface is inputted；
The corresponding comment information of telephone number is uploaded to cloud server.
Preferably, this method also includes：
Harassing call number storehouse and Yellow Page storehouse that cloud server is issued are received, and is stored in local.
The embodiment of the present invention additionally provides a kind of recognition methods of harassing call number, including：
Receive the request obtained for any telephone number label information；
According to request, searched determined and electricity with obtaining in the harassing call number storehouse and Yellow Page storehouse of server beyond the clouds
The corresponding label information of number is talked about, and issues label information, to cause mobile terminal according to the harassing call number being locally stored
The label information of each telephone number in storehouse and Yellow Page storehouse, and the label information of the telephone number got recognize phone number
Whether code is harassing call number.
Preferably, this method also includes：
Collect the comment information on multiple telephone numbers that multiple users send；
According to request, the comment information of any telephone number is searched in the comment information of multiple telephone numbers；
The comment information of any telephone number is issued, to show any telephone number on calling display interface
Comment information.
Preferably, searched to determine to obtain and electricity in the harassing call number storehouse and Yellow Page storehouse of server beyond the clouds
Before the step of talking about number corresponding label information, this method also includes：
Harassing call number storehouse and Yellow Page storehouse are created in server beyond the clouds.
Preferably, the creation method in harassing call number storehouse and Yellow Page storehouse, including：
Collect the label information on multiple telephone numbers that multiple users send；
Multiple telephone numbers are grouped according to label information, harassing call number storehouse and Yellow Page storehouse is respectively created.
Preferably, the creation method in harassing call number storehouse, including：
Call history record in preset time period is obtained from multiple call logs of pre-acquiring；
The call behavioural characteristic for multiple telephone numbers is extracted from call history record；
According to the call behavioural characteristic for multiple telephone numbers extracted, according to the prediction probability model of pre-training,
The probability that each telephone number in multiple telephone numbers is harassing call number is determined respectively；
According to the probability that each telephone number is harassing call number, harassing call number storehouse is set up.
Preferably, the creation method in Yellow Page storehouse, including：
According to the first yellow page information obtained, and the website for including the first yellow page information is crawled by search engine；
Other yellow page informations are extracted from website by the Named Entity Extraction Model of pre-training；
Yellow Page storehouse is created according to other info webs got.
The embodiment of the present invention provides a kind of identifying device of harassing call number, including：
Detection unit and the first recognition unit, wherein：
Detection unit, for when detecting incoming call or exhalation request, detecting the network environment that mobile terminal is presently in；
First recognition unit, if be in predetermined network state for detecting current network conditions, call and locally deposits
The harassing call number storehouse and Yellow Page storehouse of storage, and believed by the mark of each telephone number in harassing call number storehouse and Yellow Page storehouse
Whether the telephone number ceased to recognize incoming call or exhalation request is harassing call number, and predetermined network state includes suspension state
And network data transmission rate is less than the network connection state of predetermined threshold.
Preferably, the device also includes：
First acquisition unit and the second recognition unit, wherein：
First acquisition unit, if be not at predetermined network state for detecting current network conditions, passes through high in the clouds
Server obtains the label information of the telephone number of incoming call or exhalation request；
Second recognition unit, for being believed according to the mark of each telephone number stored in harassing call number storehouse and Yellow Page storehouse
Breath, and the incoming call got or the label information of the telephone number of exhalation request, whether identification telephone number is harassing call
Number.
Preferably, the device also includes the first display unit, and the first display unit is used for：
Recognition result is shown on calling display interface.
Preferably, the device also includes：
Second acquisition unit and the second display unit, wherein：
Second acquisition unit, for obtaining corresponding many with the telephone number of incoming call or exhalation request by cloud server
User comment information；
Second display unit, for showing multi-user's comment information on calling display interface.
Preferably, the device also includes：
Unit and uploading unit are provided, wherein：
Unit is provided, for there is provided the phone number for incoming call or exhalation request after incoming call or exhalation request is detected
The comment input interface of code, and user is received by commenting on the comment information on telephone number that input interface is inputted；
Uploading unit, for the corresponding comment information of telephone number to be uploaded into cloud server.
Preferably, the device also includes receiving unit, and receiving unit is used for：
Harassing call number storehouse and Yellow Page storehouse that cloud server is issued are received, and is stored in local.
The present invention also provides a kind of identifying device of harassing call number, including：
Receiving unit and the first searching unit, wherein：
Receiving unit, for receiving the request obtained for any telephone number label information；
First searching unit, for according to request, being carried out beyond the clouds in the harassing call number storehouse and Yellow Page storehouse of server
Search and determine label information corresponding with telephone number to obtain, and issue label information, to cause mobile terminal according to local
The label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse of storage, and the telephone number got mark
Remember information to recognize whether telephone number is harassing call number.
Preferably, the device also includes：
Collector unit, the second searching unit and issuance unit, wherein：
Collector unit, for collecting the comment information on multiple telephone numbers that multiple users send；
Second searching unit, for according to request, any telephone number to be searched in the comment information of multiple telephone numbers
Comment information；
Issuance unit, for the comment information of any telephone number to be issued, to show on calling display interface
The comment information of any telephone number.
Preferably, the device also includes creating unit, and creating unit is used for：
Searched to obtain really in the first searching unit beyond the clouds the harassing call number storehouse and Yellow Page storehouse of server
Before the step of fixed label information corresponding with telephone number, harassing call number storehouse and Yellow Page are created in server beyond the clouds
Storehouse.
Preferably, the method that creating unit creates harassing call number storehouse and Yellow Page storehouse in server beyond the clouds, including：
Collect the label information on multiple telephone numbers that multiple users send；
Multiple telephone numbers are grouped according to label information, harassing call number storehouse and Yellow Page storehouse is respectively created.
Preferably, the method that creating unit creates harassing call number storehouse in server beyond the clouds, including：
Call history record in preset time period is obtained from multiple call logs of pre-acquiring；
The call behavioural characteristic for multiple telephone numbers is extracted from call history record；
According to the call behavioural characteristic for multiple telephone numbers extracted, according to the prediction probability model of pre-training,
The probability that each telephone number in multiple telephone numbers is harassing call number is determined respectively；
According to the probability that each telephone number is harassing call number, harassing call number storehouse is set up.
Preferably, the method that creating unit creates Yellow Page storehouse in server beyond the clouds, including：
According to the first yellow page information obtained, and the website for including the first yellow page information is crawled by search engine；
Other yellow page informations are extracted from website by the Named Entity Extraction Model of pre-training；
Yellow Page storehouse is created according to other info webs got.
In the embodiment of the present invention, first, when detecting incoming call or exhalation request, the net that detection mobile terminal is presently in
Network environment, secondly, if detect current network environment in predetermined network state, calls the harassing call being locally stored
Storehouse and Yellow Page storehouse, and the incoming call is recognized by the label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse
Or whether the telephone number of exhalation request is harassing call number, wherein, default network state here includes suspension state
Or network transmission speed is less than the network state of predetermined threshold.In the present invention, the network environment being presently in mobile terminal
When being less than the network connection state of predetermined threshold in suspension state, or network data transmission rate, by the way that harassing and wrecking are locally stored
Telephone number storehouse and Yellow Page storehouse, by the telephone number of incoming call or exhalation request and the electricity in the harassing call number storehouse and Yellow Page storehouse
Words number is matched, and whether can not only determine the telephone number is harassing call number, and by the Huang of this ground
Page storehouse can find the corresponding entity information of the telephone number, compared to the recognition methods of existing harassing call number, sheet
Invention can more accurately help user's identification to go out harassing call number.
The additional aspect of the present invention and advantage will be set forth in part in the description, and these will become from the following description
Obtain substantially, or recognized by the practice of the present invention.
Brief description of the drawings
Of the invention above-mentioned and/or additional aspect and advantage will become from the following description of the accompanying drawings of embodiments
Substantially and be readily appreciated that, wherein：
Fig. 1 is a kind of schematic flow sheet of the recognition methods of harassing call number of the embodiment of the present invention；
Fig. 2 is display showing for the comment input area of telephone number on a kind of interface of mobile terminal of the embodiment of the present invention
It is intended to；
Fig. 3 is the label information and comment information that telephone number is shown on a kind of interface of mobile terminal of the embodiment of the present invention
Schematic diagram；
Fig. 4 is a kind of structural representation of the identifying device of harassing call number of the embodiment of the present invention；
Fig. 5 is the structural representation of the identifying device of another harassing call number of the embodiment of the present invention.
Embodiment
Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning to end
Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached
The embodiment of figure description is exemplary, is only used for explaining the present invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singulative " one " used herein, " one
It is individual ", " described " and "the" may also comprise plural form.It is to be further understood that what is used in the specification of the present invention arranges
Diction " comprising " refer to there is the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition
Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member
Part is " connected " or during " coupled " to another element, and it can be directly connected or coupled to other elements, or can also exist
Intermediary element.In addition, " connection " used herein or " coupling " can include wireless connection or wireless coupling.It is used herein to arrange
Taking leave "and/or" includes one or more associated wholes or any cell for listing item and all combines.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art
Language and scientific terminology), with the general understanding identical meaning with the those of ordinary skill in art of the present invention.Should also
Understand, those terms defined in such as general dictionary, it should be understood that with the context with prior art
The consistent meaning of meaning, and unless by specific definitions as here, otherwise will not use idealization or excessively formal implication
To explain.
The embodiments of the invention provide a kind of recognition methods of harassing call number, schematic flow sheet such as Fig. 1 of this method
It is shown, specifically include following steps：
S101：When detecting incoming call or exhalation request, the network environment that detection mobile terminal is presently in；
S102：If detect current network conditions in predetermined network state, the harassing call being locally stored is called
Number storehouse and Yellow Page storehouse, and incoming call is recognized by the label information of each telephone number in harassing call number storehouse and Yellow Page storehouse
Or whether the telephone number of exhalation request is harassing call number, predetermined network state includes suspension state and network data is passed
Defeated speed is less than the network connection state of predetermined threshold.
In the embodiment of the present invention, first, when detecting incoming call or exhalation request, the net that detection mobile terminal is presently in
Network environment, secondly, if detect current network environment in predetermined network state, calls the harassing call being locally stored
Storehouse and Yellow Page storehouse, and the incoming call is recognized by the label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse
Or whether the telephone number of exhalation request is harassing call number, wherein, default network state here includes suspension state
Or network transmission speed is less than the network state of predetermined threshold.In the present invention, the network environment being presently in mobile terminal
When being less than the network connection state of predetermined threshold in suspension state, or network data transmission rate, by the way that harassing and wrecking are locally stored
Telephone number storehouse and Yellow Page storehouse, by the telephone number of incoming call or exhalation request and the electricity in the harassing call number storehouse and Yellow Page storehouse
Words number is matched, and whether can not only determine the telephone number is harassing call number, and by the Huang of this ground
Page storehouse can find the corresponding entity information of the telephone number, and the entity information is included on calling display interface, make
User is obtained according to the entity information, whether effectively judge the telephone number is harassing call number.Therefore, compared to existing
Harassing call number recognition methods, the present invention can more accurately help user's identification to go out harassing call number.
Implementing for each step is described further below for more than：
S101：When detecting incoming call or exhalation request, the network environment that detection mobile terminal is presently in.
In this step, before client detects incoming call or exhalation request, present invention additionally comprises：Beyond the clouds in server
Create harassing call number storehouse and the harassing call number storehouse and Yellow Page storehouse are issued to visitor by Yellow Page storehouse, then, cloud server
Family end, client is received behind the harassing call number storehouse and Yellow Page storehouse, and is stored in local.
Cloud server, which creates harassing call number storehouse and the method in Yellow Page storehouse, many kinds, exemplarily illustrates several below
The mode of kind, it is specific as follows：
The first creates harassing call number storehouse and the method in Yellow Page storehouse is：First, cloud server collects multiple users
Secondly this multiple telephone number, is grouped by the label information on multiple telephone numbers sent according to label information, point
Chuan Jian not harassing call number storehouse and Yellow Page storehouse；Wherein, multiple harassing call numbers, and each harassing and wrecking are preserved in harassing call storehouse
The corresponding label information of telephone number, the corresponding label information of harassing call number can be " harassing call ", " promotional advertising ",
" letting agency " etc.；The telephone number of multiple businessmans or enterprise, and each businessman or enterprise telephone number pair are preserved in Yellow Page storehouse
The label information answered, each businessman or the corresponding label information of enterprise telephone number can be the entity informations of each businessman or enterprise,
For example, the name of businessman or enterprise, such as, label information can be " Qihoo 360 ", " XXX express deliveries ", " XXX hotels " etc..
The method that above-mentioned cloud server collects the label information on multiple telephone numbers that multiple users send also has
Many kinds, in a specific embodiment, after client detects incoming call or exhalation request, client, which is provided, is directed to the incoming call
Or exhalation request telephone number comment input interface, and receive user by the comment input interface input on the electricity
The comment information of number is talked about, then, the corresponding comment information of the telephone number is uploaded to cloud server by client.For example,
User directly can input the label information of these telephone numbers in client, such as, and user is answering some strange telephone number
Afterwards, the telephone number is determined after harassing call, directly the telephone number to be marked on the client, the information of mark can
To be " harassing call ", or user is after the strange telephone number is answered, and it is sale call to determine the telephone number, directly general
The telephone number is labeled as " ad promotions "；User is after client is marked to telephone number, and client is by the label information
Reach cloud server.
Cloud server will be solved after the corresponding comment information of each telephone number is collected into these comment informations
Analysis, so as to obtain the corresponding label information of each telephone number, the method for parsing also has many kinds, for example, cloud server can be with
Substantial amounts of harassing call comment information and normal telephone comment information are collected in advance as template comment information, work as cloud server
It is collected into after the corresponding comment information of certain telephone number (comment information to be compared), respectively by the comment information and template to be compared
Comment information is matched, and finally determines the corresponding label information of the comment information to be compared.
Table 1
As shown in table 1, first template comment information is classified as in table 1, second is classified as the template comment information pair in first row
The label information answered, the 3rd is classified as comment information to be compared, specifically, first, by comment information to be compared for " cheat's phone,
Everybody is careful！", matched with template comment information, the method specifically matched can seek comment information to be compared and each
Similarity between template comment information, finds the template comment information maximum with similarity between the comment information to be compared,
And determining the corresponding label information of template comment information, the label information is just the corresponding label information of the information to be compared.
As shown in table 1, if by asking similarity to find：The maximum template comment information of similarity between the comment information to be compared
For " it don't be taken in, it is deceitful！", as shown in Table 1：The corresponding label information of template comment information is " fraudulent call ",
Then the corresponding label information of the comment information to be compared is also " fraudulent call ".
In actual applications, different user may be differed for the label information or comment information of same telephone number,
For example, some users think that the telephone number is " ad promotions ", some users think that the telephone number is " fraudulent call ", etc.
Deng therefore, cloud server is required for entering these label informations after the corresponding multiple label informations of each telephone number are obtained
Row processing, determines the final label information of each telephone number.A kind of simple determination method is：If cloud server is collected
100 comment informations for certain telephone number are arrived, by being matched with template comment information, discovery wherein there are 85 comment letters
Corresponding label information is ceased for " fraudulent call ", and it is " ad promotions ", remaining 10 to have the corresponding label information of 5 comment informations
The corresponding label information of bar comment information is " letting agency ", it is therefore seen that, user is in the comment information of the telephone number
Belong to the in the majority of " fraudulent call ", therefore, cloud server determines that the final label information of the telephone number is " swindle electricity
Words ".
In addition, the performance of the comment input interface for the telephone number asked for incoming call or exhalation that above-mentioned client is provided
Form also has many kinds, for example, the comment input interface can be comment input area, as shown in Fig. 2 when user's number of receiving calls
After code is the incoming call of " 158XXXX7777 ", client provides comment input area, for example：User is in the input of comment input area：" deceive
Sub- phone, everybody is careful！”.
The form of expression of comment input interface can also be button form, for example, when user is connecting some Stranger Calls
Afterwards, terminal interface shows two buttons, represents " harassing call " and " normal telephone " respectively；Again or terminal interface shows multiple
Button, represents " fraudulent call ", " ad promotions ", " letting agency " etc. respectively, user can by press or slide accordingly by
Key is evaluated the telephone number answered.
Above two cloud server collects the method, corresponding many according to each telephone number of the label information of telephone number
Individual label information determines that the method for final label information and the form of expression of above two comment input interface are example
Property illustrate, the present invention this is not especially limited.
The method for creating harassing call number storehouse second is：First, cloud server is used from pre-acquiring from magnanimity
Call history record in preset time period is obtained in multiple call logs at family, secondly, extracts many from these call history record
The call behavioural characteristic for multiple telephone numbers is extracted in individual call history record, then, according to these call behavioural characteristics,
According to the prediction probability model of pre-training, determine that each telephone number is the general of harassing call number in this multiple telephone number respectively
Rate, finally, according to the probability that each telephone number is harassing call number, sets up harassing call number storehouse.
Above-mentioned " call behavioural characteristic " includes：User dials the duration of call of each telephone number, each telephone number pre-
If the number of times or each telephone number that are hung up in the period are picked up and are hung up the ratio between number of times, etc. in preset time period.
The prediction probability model of pre-training is the call behavioural characteristic by multiple sample telephone numbers, and this preset multiple sample
Number obtains for the probability training of harassing call number.
After the probability that each telephone number is harassing call number is obtained, harassing call number storehouse is set up according to probability, had
Body, the probability of predetermined number telephone number composition harassing call number storehouse in the top can be chosen, for example, choosing probability row
The telephone number of name preceding 100 sets up harassing call number storehouse, or can also set predetermined probabilities value, chooses probability and is more than or waits
In telephone number composition harassing call number storehouse of the predetermined probabilities value, etc..
The present invention also provides a kind of preferred method for creating harassing call number storehouse, and region-by-region sets up harassing call number
Storehouse, specific method for building up can be：First, cloud server obtains preset time period from multiple call logs of pre-acquiring
Interior call history record, and by call history record obtain that each telephone number dialed or be picked up in different regions it is general
Rate, secondly, according to the probability dialed or be picked up in different regions, by this multiple telephone number zoning, for example, root
According to the call history record of certain telephone number, the probability that the telephone number is picked up in Beijing is found, compared to elsewhere
The probability being picked up is big, it is possible to which the telephone number is divided in into Beijing area.
After by multiple telephone number zonings, it is possible to according to the call behavior of each telephone number included in each area
Feature, and pre-training prediction probability model, the corresponding harassing call number storehouse in each area is obtained respectively, specifically with foregoing basis
Each telephone number is similar for the method that the probability of harassing call number sets up harassing call number storehouse, just repeats no more here.
The present invention provides " region-by-region sets up harassing call number storehouse " acquisition beneficial effect：Create and disturb for different regions
Telephone number storehouse is disturbed, most the harassing call number storehouse in each area is accordingly issued to the mobile terminal in each department at last so that
User in each department effectively can identify harassing call number by harassing call number storehouse, and cloud server has
Harassing call number storehouse pointedly is issued to the mobile terminal of different regions, each mobile terminal is added for harassing call number
The utilization rate in code storehouse.
The method for creating Yellow Page storehouse second is：First, cloud server is according to yellow page information (the first Yellow Page obtained
Information), and the website for including the first yellow page information is crawled by search engine, secondly, pass through the name Entity recognition of pre-training
Model extracts other yellow page informations from website, finally, and Yellow Page storehouse is created according to other info webs got.
Above-mentioned " the first yellow page information obtained " can be the Yellow Page letter that businessman or corporate boss's trend marketing platform are submitted
Breath, or the first yellow page information can also be yellow page information of cloud server active collection, etc., and the first yellow page information is
By examination ＆ verification, to ensure that the first yellow page information is strictly the entity information of these businessmans or enterprise.
Specifically, first, reptile agreement (robots agreements) is write according to the first yellow page information obtained, secondly, searched
Index holds up reptile and follows the robots agreements captures the website for including the first yellow page information automatically, and the data of these webpages are put
In distributed storage platform (for example：HBase on), then, when need extract these websites in other yellow page informations when, from point
Corresponding data are pulled in cloth storage platform, and other yellow page informations are extracted by the Named Entity Extraction Model of pre-training,
Finally, other yellow page informations of extraction are pushed in Yellow Page storehouse by data-pushing interface, so as to create Yellow Page storehouse.
The explanation that several establishment harassing call number storehouses listed above and the method in Yellow Page storehouse are also only exemplary, in reality
In the application of border, other a variety of creation methods are also had, for example, the method for creating harassing call number storehouse can also be：User can
According to " friend recommendation " harassing call number, to set up for personal harassing call number storehouse；For another example creating Yellow Page storehouse
Method can also be：Cloud server is after the corresponding comment information of each telephone number is collected into, by these comment informations
Natural language processing and Entity recognition are carried out, the corresponding yellow page information of each telephone number is obtained, and then according to the Yellow Page of acquisition
Information creating Yellow Page storehouse, for example, the corresponding comment information of certain telephone number is " this phone is the customer service of Qihoo 360 ", passes through
The yellow page information that natural language processing is extracted is " Qihoo 360 ", or be " customer service of Qihoo 360 ", etc., the present invention does not have
Establishment mode to harassing call number storehouse and Yellow Page storehouse constitutes restriction.
Cloud server is after harassing call number storehouse and Yellow Page storehouse is created, by under the harassing call number storehouse and Yellow Page storehouse
Client is sent to, client is stored in local after the harassing call number storehouse and Yellow Page storehouse is received.It should be noted that：
" harassing call number storehouse " and " Yellow Page storehouse " in the present invention is to constantly update, therefore, if mobile terminal is in networking state
Or network data transmission rate be higher than predetermined threshold when, cloud server will be by the harassing call number storehouse after renewal and Huang
Page storehouse is issued to client.
The beneficial effect that harassing call number storehouse and Yellow Page storehouse are issued to client is by cloud server：Even mobile
When terminal is in suspension state or network data transmission rate less than predetermined threshold value, when mobile terminal has incoming call or exhalation request
When, harassing call number storehouse and Yellow Page storehouse locally can also be being called, so as to efficiently identify out harassing call number.
S102：If detect current network conditions in predetermined network state, the harassing call being locally stored is called
Number storehouse and Yellow Page storehouse, and recognized by the label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse
Whether the telephone number of the incoming call or exhalation request is harassing call number, and the predetermined network state includes suspension state
And network data transmission rate is less than the network connection state of predetermined threshold.
In this step, when detecting mobile terminal current network conditions in predetermined network state, call local
The harassing call number storehouse and Yellow Page storehouse of storage, and pass through each telephone number in the harassing call number storehouse and Yellow Page storehouse
Whether label information is harassing call number come the telephone number for recognizing the incoming call or exhalation request；The network state here preset at
It is less than the network connection state of predetermined threshold including suspension state and network data transmission rate.
If when detecting mobile terminal current network conditions and being not at predetermined network state, being obtained by cloud server
The label information of the telephone number of the incoming call or exhalation request, the harassing call number storehouse being locally stored according to client and Yellow Page
The label information of each telephone number in storehouse, and the incoming call got from cloud server or the phone number of exhalation request
Whether the label information of code, it is harassing call number to recognize the telephone number.
In actual applications, cloud server is in order to economize on resources, it will usually according to the default cycle by the harassing and wrecking of renewal
Telephone number storehouse and Yellow Page storehouse are issued to client, or when user triggers the corresponding button or button on the client so that visitor
Family end sends the request for obtaining the harassing call number storehouse updated and Yellow Page storehouse to cloud server, and cloud server is being received
After the request, harassing call number storehouse and Yellow Page storehouse are just issued to client.Therefore, although cloud server is possible to
Harassing call number storehouse and Yellow Page storehouse are updated, but is not in time issued to the harassing call number storehouse and Yellow Page storehouse of renewal
Client, so, not only can be from being locally stored if mobile terminal current network conditions are not at predetermined network state
The label information of each telephone number is obtained in harassing call number storehouse and Yellow Page storehouse, what can also be updated from cloud server disturbs
Disturb in telephone number storehouse and Yellow Page storehouse and obtain the label information of each telephone number, so as to efficiently identify the incoming call or exhalation request
Telephone number whether be harassing call number.
In the prior art, generally in the harassing call storehouse that is locally only stored with, so, the net being presently in mobile terminal
Network environment be in suspension state, or network data transmission rate be less than predetermined threshold network connection state when, if detect come
Electricity, generally according to the label information of each telephone number stored in harassing call storehouse, it is harassing and wrecking to show the telephone number of the incoming call
Phone, if not having the label information for storing the telephone number in the harassing call storehouse, any label information is not just shown so that
User can not identify the telephone number exactly, for example, the corresponding entity information of reality of the telephone number of certain incoming call is
" customer service of XXX enterprises ", but if the enterprise continually dials also through commonly using the telephone number as sales aid to multiple users
Phone carries out marketing, and the telephone number is probably labeled as " harassing call " or " ad promotions " by cloud server
Deng, and the telephone number is stored in harassing call number storehouse is issued to client, so, if giving this with the telephone number
When there is the mobile terminal of the user of cooperative relationship to call for XXX enterprises, mobile terminal will directly display the telephone number and be
" harassing call " or " ad promotions ", the user probably directly answer by refusal, that is to say, that existing harassing call number
The recognition methods of code can not help user's identification to go out harassing call number exactly sometimes.
And in the embodiment of the present invention, harassing call number storehouse and Yellow Page storehouse are stored in this ground of mobile terminal, mobile whole
The network environment being presently in is held to be in suspension state, or network data transmission rate is less than the network connection state of predetermined threshold
When, whether if detecting incoming call, it is harassing call number that can not only determine the telephone number, and by the Huang of this ground
Page storehouse can find the corresponding entity information of the telephone number, continue to use above-mentioned example, and the state of suspension is in mobile terminal
When, if detecting incoming call, according to the harassing call number storehouse and Yellow Page storehouse of this ground, identify the reality of the telephone number of the incoming call
Body information is " customer service of XXX enterprises ", and the entity information is included on calling display interface, so, has cooperation with the enterprise
The user of relation may be selected by answering, and other users just can consider that the telephone number is refused to answer for harassing call.Cause
This, compared to the recognition methods of existing harassing call number, the present invention can more accurately help user's identification to go out harassing and wrecking electricity
Talk about number.
After the telephone number of the incoming call or exhalation request is identified, present invention additionally comprises：Opened up on calling display interface
Show recognition result, specifically, the label information of the telephone number is shown on calling display interface, as shown in figure 3, working as phone number
During code " 158XXXX7777 " incoming call, the label information for directly displaying the telephone number is " fraudulent call ".Present invention additionally comprises：
When client detects incoming call or exhalation request, the telephone number asked with the exhalation or incoming call is obtained by cloud server
Corresponding multi-user's comment information, and these comment informations are shown on calling display interface, as shown in figure 3, at calling interface
On not only show the label information of telephone number, and show comment information of the multi-user to the telephone number simultaneously.So, i.e.,
Mobile terminal is not shown the label information of the telephone number, user also according to display comment information, to the telephone number
It is identified.
In addition, in actual applications, an office building may only have a switchboard telephone, and this switchboard telephone can be connected into
Many enterprises, when any enterprise in this many enterprises is called by extension number to other users, generally mobile whole
End Shang display exchange number, it is harassing call number that user, which can take for the telephone number, sometimes, is made troubles to user.
For said circumstances, the present invention also provides a kind of general number recognition methods, specifically included：First, cloud service
Device obtains call history record in preset time period from multiple call logs of pre-acquiring, secondly, is remembered according to the call history
Record, determines any telephone number in preset time while setting up the number of times of correspondence with least other two telephone numbers,
When the number of times is more than preset times, it is general number to determine any telephone number.
The general number recognition methods that the present invention is provided also includes：General number is set up according to the general number of above-mentioned confirmation
Be stored with multiple general numbers and the corresponding label information of each general number in storehouse, the general number storehouse, and the label information can
To be directly " general number ", or corresponding address information of the general number, etc. is can also be, " one is write for example, above-mentioned
There was only a switchboard telephone in word building " situation, the corresponding label information of general number of the office building can be for " XXX mansions are total
Machine number ", etc..
By showing that general number can effectively help user's identification to go out harassing call number, for example, working as mobile terminal
Upper display " XXX mansions general number ", some users just can know that the general number is probably and oneself according to " XXX mansions "
What the enterprise for having cooperative relationship dialed, or know that the enterprise that the forward direction user that the general number is probably promotes dials, enter
And select to answer or rejection.
The embodiment of the present invention additionally provides a kind of identifying device of harassing call number, and the structural representation of the device is as schemed
Shown in 4, specifically include with lower unit：
The recognition unit 402 of detection unit 401 and first, wherein：
Detection unit 401, for when detecting incoming call or exhalation request, detecting the network rings that mobile terminal is presently in
Border；
First recognition unit 402, if be in predetermined network state for detecting current network conditions, is called local
The harassing call number storehouse and Yellow Page storehouse of storage, and pass through the mark of each telephone number in harassing call number storehouse and Yellow Page storehouse
Whether information is harassing call number come the telephone number for recognizing incoming call or exhalation request, and predetermined network state includes suspension shape
State and network data transmission rate are less than the network connection state of predetermined threshold.
The specific workflow of present apparatus embodiment is：First, when detecting incoming call or exhalation request, detection unit
The network environment that 401 detection mobile terminals are presently in, if detecting the mobile terminal current network conditions is in predetermined net
During network state, the first recognition unit 402 calls the harassing call number storehouse and Yellow Page storehouse being locally stored, and passes through harassing call number
Whether the label information of code storehouse and each telephone number in Yellow Page storehouse is harassing and wrecking come the telephone number for recognizing incoming call or exhalation request
Telephone number, predetermined network state includes suspension state and network data transmission rate is less than the network connection shape of predetermined threshold
State.
Present apparatus embodiment realizes that the method for identification harassing call number has many kinds, for example, in the first implementation
In, the device also includes：
First acquisition unit and the second recognition unit, wherein：
First acquisition unit, if be not at predetermined network state for detecting current network conditions, passes through high in the clouds
Server obtains the label information of the telephone number of incoming call or exhalation request；
Second recognition unit, for the label information of each telephone number in harassing call number storehouse and Yellow Page storehouse,
And the incoming call got or the label information of the telephone number of exhalation request, whether identification telephone number is harassing call number
Code.
In second of implementation, the device also includes the first display unit, and the first display unit is used for：
Recognition result is shown on calling display interface.
In the third implementation, the device also includes：
Second acquisition unit and the second display unit, wherein：
Second acquisition unit, for obtaining corresponding many with the telephone number of incoming call or exhalation request by cloud server
User comment information；
Second display unit, for showing multi-user's comment information on calling display interface.
In the 4th kind of implementation, the device also includes：
Unit and uploading unit are provided, wherein：
Unit is provided, for there is provided the phone number for incoming call or exhalation request after incoming call or exhalation request is detected
The comment input interface of code, and user is received by commenting on the comment information on telephone number that input interface is inputted；
Uploading unit, for the corresponding comment information of telephone number to be uploaded into cloud server.
In the 5th kind of implementation, the device also includes receiving unit, and receiving unit is used for：
Harassing call number storehouse and Yellow Page storehouse that cloud server is issued are received, and is stored in local.
The embodiments of the invention provide the identifying device of another harassing call number, the structural representation of the device is as schemed
Shown in 5, specifically include with lower unit：
The searching unit 502 of receiving unit 501 and first, wherein：
Receiving unit 501, for receiving the request obtained for any telephone number label information；
First searching unit 502, for according to request, entering beyond the clouds in the harassing call number storehouse and Yellow Page storehouse of server
Row is searched to obtain label information corresponding with telephone number, and issues label information, to cause mobile terminal according to locally depositing
The label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse of storage, and the telephone number got mark
Information recognizes whether telephone number is harassing call number.
The specific workflow of present apparatus embodiment is：First, receiving unit 501, which receives to obtain, is directed to any telephone number
The request of label information, secondly, the first searching unit 502 according to the request, beyond the clouds the harassing call number storehouse of server and
Searched in Yellow Page storehouse to obtain label information corresponding with telephone number, and issue label information, to cause mobile terminal
The label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse being locally stored, and the phone got
The label information of number recognizes whether telephone number is harassing call number.
Present apparatus embodiment realizes that the method for identification harassing call number has many kinds, for example, in the first implementation
In, the device also includes：
Collector unit, the second searching unit and issuance unit, wherein：
Collector unit, for collecting the comment information on multiple telephone numbers that multiple users send；
Second searching unit, for according to request, any telephone number to be searched in the comment information of multiple telephone numbers
Comment information；
Issuance unit, for the comment information of any telephone number to be issued, to show on calling display interface
The comment information of any telephone number.
In second of implementation, the device also includes creating unit, and creating unit is used for：
Searched in the first searching unit beyond the clouds the harassing call number storehouse and Yellow Page storehouse of server with obtain with
Before the step of telephone number corresponding label information, harassing call number storehouse and Yellow Page storehouse are created in server beyond the clouds.
In the third implementation, creating unit creates harassing call number storehouse and Yellow Page storehouse in server beyond the clouds
Method, including：
Collect the label information on multiple telephone numbers that multiple users send；
Multiple telephone numbers are grouped according to label information, harassing call number storehouse and Yellow Page storehouse is respectively created.
In the 4th kind of implementation, creating unit creates the method in harassing call number storehouse, bag in server beyond the clouds
Include：
Call history record in preset time period is obtained from multiple call logs of pre-acquiring；
The call behavioural characteristic for multiple telephone numbers is extracted from call history record；
According to the call behavioural characteristic for multiple telephone numbers extracted, according to the prediction probability model of pre-training,
The probability that each telephone number in multiple telephone numbers is harassing call number is determined respectively；
According to the probability that each telephone number is harassing call number, harassing call number storehouse is set up.
In the 5th kind of implementation, the method that creating unit creates Yellow Page storehouse in server beyond the clouds, including：
According to the first yellow page information obtained, and the website for including the first yellow page information is crawled by search engine；
Other yellow page informations are extracted from website by the Named Entity Extraction Model of pre-training；
Yellow Page storehouse is created according to other info webs got.
The beneficial effect for implementing embodiment acquisition using the present apparatus is identical with the beneficial effect that preceding method embodiment is obtained
Or it is similar, just repeat no more here.
Those skilled in the art of the present technique are appreciated that the present invention includes being related to for performing in operation described herein
One or more of equipment.These equipment can be for needed for purpose and specially design and manufacture, or can also include general
Known device in computer.These equipment have the computer program being stored in it, and these computer programs are optionally
Activation is reconstructed.Such computer program can be stored in equipment (for example, computer) computer-readable recording medium or be stored in
E-command and it is coupled to respectively in any kind of medium of bus suitable for storage, the computer-readable medium is included but not
Be limited to any kind of disk (including floppy disk, hard disk, CD, CD-ROM and magneto-optic disk), ROM (Read-Only Memory, only
Read memory), RAM (Random Access Memory, immediately memory), EPROM (Erasable Programmable
Read-Only Memory, Erarable Programmable Read only Memory), EEPROM (Electrically Erasable
Programmable Read-Only Memory, EEPROM), flash memory, magnetic card or light card
Piece.It is, computer-readable recording medium includes storing or transmitting any Jie of information in the form of it can read by equipment (for example, computer)
Matter.
Those skilled in the art of the present technique be appreciated that can be realized with computer program instructions these structure charts and/or
The combination of each frame and these structure charts and/or the frame in block diagram and/or flow graph in block diagram and/or flow graph.This technology is led
Field technique personnel be appreciated that these computer program instructions can be supplied to all-purpose computer, special purpose computer or other
The processor of programmable data processing method is realized, so as to pass through the processing of computer or other programmable data processing methods
The scheme that device is specified in the frame or multiple frames to perform structure chart disclosed by the invention and/or block diagram and/or flow graph.
Those skilled in the art of the present technique are appreciated that in the various operations discussed in the present invention, method, flow
Step, measure, scheme can be replaced, changed, combined or deleted.Further, it is each with what is discussed in the present invention
Kind operation, method, other steps in flow, measure, scheme can also be replaced, changed, reset, decomposed, combined or deleted.
Further, it is of the prior art to have and the step in the various operations disclosed in the present invention, method, flow, measure, scheme
It can also be replaced, changed, reset, decomposed, combined or deleted.
Described above is only some embodiments of the present invention, it is noted that for the ordinary skill people of the art
For member, under the premise without departing from the principles of the invention, some improvements and modifications can also be made, these improvements and modifications also should
It is considered as protection scope of the present invention.
Claims (10)
1. a kind of recognition methods of harassing call number, it is characterised in that including：
When detecting incoming call or exhalation request, the network environment that detection mobile terminal is presently in；
If detect current network conditions in predetermined network state, the harassing call number storehouse being locally stored and Huang are called
Page storehouse, and recognized by the label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse the incoming call or
Whether the telephone number of exhalation request is harassing call number, and the predetermined network state includes suspension state and network data
Transmission rate is less than the network connection state of predetermined threshold.
2. according to the method described in claim 1, it is characterised in that methods described also includes：
If when detecting current network conditions and being not at predetermined network state, obtaining the incoming call by cloud server or exhaling
Go out the label information of the telephone number of request；
The label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse, and described exhaling of getting
Enter or breathe out the label information for the telephone number asked, recognize whether the telephone number is harassing call number.
3. method according to claim 1 or 2, it is characterised in that methods described also includes：
The recognition result is shown on calling display interface.
4. method according to claim 1 or 2, it is characterised in that methods described also includes：
Multi-user's comment information corresponding with the telephone number of the incoming call or exhalation request is obtained by cloud server；
Multi-user's comment information is shown on calling display interface.
5. a kind of recognition methods of harassing call number, it is characterised in that including：
Receive the request obtained for any telephone number label information；
According to the request, searched to obtain and the electricity beyond the clouds in the harassing call number storehouse and Yellow Page storehouse of server
The corresponding label information of number is talked about, and issues the label information, to cause mobile terminal according to the harassing call being locally stored
The label information of each telephone number in number storehouse and Yellow Page storehouse, and the label information of the telephone number got are known
Whether not described telephone number is harassing call number.
6. method according to claim 5, it is characterised in that methods described also includes：
Collect the comment information on multiple telephone numbers that multiple users send；
According to the request, the comment letter of any telephone number is searched in the comment information of the multiple telephone number
Breath；
The comment information of any telephone number is issued, to show any phone number on calling display interface
The comment information of code.
7. method according to claim 5, it is characterised in that in the harassing call number storehouse of the server beyond the clouds and
Before the step of being searched in Yellow Page storehouse to obtain label information corresponding with the telephone number, methods described also includes：
Harassing call number storehouse and Yellow Page storehouse are created in the cloud server.
8. method according to claim 7, it is characterised in that the establishment side in the harassing call number storehouse and Yellow Page storehouse
Method, including：
Collect the label information on multiple telephone numbers that multiple users send；
The multiple telephone number is grouped according to the label information, harassing call number storehouse and Yellow Page storehouse is respectively created.
9. a kind of identifying device of harassing call number, it is characterised in that including：
Detection unit and the first recognition unit, wherein：
The detection unit, for when detecting incoming call or exhalation request, detecting the network environment that mobile terminal is presently in；
First recognition unit, if be in predetermined network state for detecting current network conditions, call and locally deposits
The harassing call number storehouse and Yellow Page storehouse of storage, and pass through the mark of each telephone number in the harassing call number storehouse and Yellow Page storehouse
Whether note information is harassing call number come the telephone number for recognizing the incoming call or exhalation request, the predetermined network state
It is less than the network connection state of predetermined threshold including suspension state and network data transmission rate.
10. a kind of identifying device of harassing call number, it is characterised in that including：
Receiving unit and the first searching unit, wherein：
The receiving unit, for receiving the request obtained for any telephone number label information；
First searching unit, for according to the request, beyond the clouds in the harassing call number storehouse and Yellow Page storehouse of server
Searched to obtain label information corresponding with the telephone number, and issue the label information, to cause mobile terminal
The label information of each telephone number in the harassing call number storehouse and Yellow Page storehouse being locally stored, and get it is described
The label information of telephone number recognizes whether the telephone number is harassing call number.
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| CN201710236585.0A CN106982284A (en) | 2017-04-12 | 2017-04-12 | The recognition methods of harassing call number and device |
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| CN110233943B (en) * | 2019-06-18 | 2021-07-09 | 深圳市珍爱云信息技术有限公司 | Method and device for acquiring number mark, computer equipment and storage medium |
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