CN107872590A - A kind of method, apparatus and equipment of phone identification - Google Patents
A kind of method, apparatus and equipment of phone identification Download PDFInfo
- Publication number
- CN107872590A CN107872590A CN201610849827.9A CN201610849827A CN107872590A CN 107872590 A CN107872590 A CN 107872590A CN 201610849827 A CN201610849827 A CN 201610849827A CN 107872590 A CN107872590 A CN 107872590A
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- CN
- China
- Prior art keywords
- telephone number
- call
- phone
- condition
- bad
- Prior art date
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Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M3/00—Automatic or semi-automatic exchanges
- H04M3/42—Systems providing special services or facilities to subscribers
- H04M3/436—Arrangements for screening incoming calls, i.e. evaluating the characteristics of a call before deciding whether to answer it
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
- G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/66—Substation equipment, e.g. for use by subscribers with means for preventing unauthorised or fraudulent calling
- H04M1/663—Preventing unauthorised calls to a telephone set
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/66—Substation equipment, e.g. for use by subscribers with means for preventing unauthorised or fraudulent calling
- H04M1/677—Preventing the dialling or sending of predetermined telephone numbers or selected types of telephone numbers, e.g. long distance numbers
-
- 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
Abstract
The invention discloses a kind of phone to know method for distinguishing, and this method includes：During receiving or sending call, telephone number corresponding to the call is obtained；Analyze whether the telephone number meets default similarity Condition with preset number；If the telephone number meets the similarity Condition with the default number, telephone number calling is identified as potential bad phone.By method provided in an embodiment of the present invention, even if the call for belonging to bad phone can also be identified not by any user's mark mistake.Solve in the prior art, because malicious user is by the telephone number frequently changed, and the problem of the telephone number for making much to be replaced is not labeled, and the bad phone that these can not have been converted by causing user terminal identifies.
Description
Technical field
The present invention relates to communication technical field, more particularly to the method, apparatus and equipment of a kind of identification of phone.
Background technology
At present, the bad phone such as fraudulent call is more and more, and user is more and more continually harassed by bad phone.For
The harassing and wrecking of bad phone are avoided, user starts the application program that installation and operation on the subscriber terminal is used to identify phone.It is logical
This application program is crossed, user terminal can identify whether incoming call belongs to bad phone simultaneously when receiving incoming call
Prompting is issued the user with when incoming call belongs to bad phone, so as to avoid user from being harassed by bad phone.
In the prior art, the phone of the bad phone for user's active flag that user terminal is generally collected by network side
Number identifies whether call belongs to bad phone.Specifically, each user receive bad phone incoming call it
The telephone number of bad phone can be marked on its user terminal afterwards.Server can be collected by each user in user
Mark is the telephone number of phone in terminal, and the telephone number for being marked as bad phone that will can be collected into is sent
Recorded to each user terminal.When certain user terminal receives incoming call, identify incoming call calling number whether
Belong in its record and be marked as the telephone number of bad phone, if the incoming call then is identified as into bad phone.
Inventor has found that in the prior art, received in user terminal and belong to the incoming call of bad phone and exhale
When crying, if the calling number of the incoming call is bad phone also not by any user's mark, user terminal can not come this
Electricity calling is identified as bad phone.For the telephone number of a bad phone, it is by user's mark in the telephone number
User terminal None- identified comes out the bad phone from the telephone number before bad phone, and is marked in the telephone number by user
Bad phone from the telephone number can just be identified by being designated as user terminal after bad phone.Because malicious user may lead to
Cross the telephone number frequently changed and initiate bad phone, user terminal usually receives not to be crossed not largely by user's mark
Good phone, these bad phones can not be identified by user terminal, so as to cause user by increasing bad phone
Harassing and wrecking.
The content of the invention
The technical problem to be solved by the invention is to provide a kind of method, apparatus and equipment for identifying incoming call, not having
There is the bad phone crossed by user's mark to be identified by user terminal, so as to avoid excessive bad phone from making user
Into harassing and wrecking.
In a first aspect, in order to solve the above technical problems, the embodiments of the invention provide a kind of phone to know method for distinguishing, bag
Include：
During receiving or sending call, telephone number corresponding to the call is obtained；
Analyze whether the telephone number meets default similarity Condition with preset number；
If the telephone number meets the similarity Condition with the preset number, the call is identified as diving
In bad phone.
Optionally, the similarity Condition specifically includes any one or more following condition：
First condition：The number of transitions that the preset number that the telephone number is transformed into is undergone is in default number threshold
Within value；
Second condition：It is that the telephone number is made up of the preset number and default prefix and be not belonging to preset number collection
Close；
Third condition：Only area code is different compared with the preset number and is not belonging to preset number collection for the telephone number
Close；
Fourth condition：Similarity between the telephone number and the preset number is more than default similarity threshold.
Optionally, in addition to：
After the telephonic call, the voice received during the telephonic call is analyzed, is obtained
The content of the voice；
If including preset content in the content of the voice, the call is identified as potential bad phone.
Optionally, in addition to：
If the telephone number is the telephone number of the contact person pre-saved, after the telephonic call, point
The voice received during the telephonic call is analysed, obtains the voiceprint of the voice；
If the voiceprint of the voice mismatches with the voiceprint preserved in advance for the contact person, by the phone
Calling is identified as potential bad phone.
Optionally, in addition to：
It is identified as potential bad phone in response to the call, there is provided for representing that the call is potential
The prompting of bad phone.
Optionally, in addition to：
In response to being operated for confirmation of the call as bad phone, by the telephone number labeled as bad
Phone is simultaneously
Server is saved in using the telephone number as the mark of bad phone, so that server collects the phone number
Mark of the code as bad phone.
Second aspect, in order to solve the above technical problems, the embodiments of the invention provide a kind of device of phone identification, bag
Include：
Acquiring unit, for during receiving or sending call, obtaining phone corresponding to the call
Number；
First analytic unit, for analyzing whether the telephone number meets default similarity Condition with preset number；
First recognition unit, if meeting the similarity Condition for the telephone number and the preset number, by institute
State call and be identified as potential bad phone.
Optionally, the similarity Condition specifically includes any one or more following condition：
First condition：The number of transitions that the preset number that the telephone number is transformed into is undergone is in default number threshold
Within value；
Second condition：It is that the telephone number is made up of the preset number and default prefix and be not belonging to preset number collection
Close；
Third condition：Only area code is different compared with the preset number and is not belonging to preset number collection for the telephone number
Close；
Fourth condition：Similarity between the telephone number and the preset number is more than default similarity threshold.
Optionally, in addition to：
Second analytic unit, for after the telephonic call, analyzing during the telephonic call
The voice received, obtain the content of the voice；
Second recognition unit, if for including preset content in the content of the voice, the call is identified as
Potential bad phone.
Optionally, in addition to：
3rd analytic unit, if for the telephone number that the telephone number is the contact person pre-saved, in the electricity
After words calling is connected, the voice received during the telephonic call is analyzed, obtains the voiceprint of the voice；
3rd recognition unit, if the voiceprint for the voice is with being in advance the voiceprint of contact person preservation
Mismatch, the call is identified as potential bad phone.
Optionally, in addition to：
Tip element, for being identified as potential bad phone in response to the call, there is provided for representing described
Call is the prompting of potential bad phone.
Optionally, in addition to：
Indexing unit, in response to for the call as bad phone confirmation operate, by the phone
Number mark is bad phone；
Storage unit, for being saved in server using the telephone number as the mark of bad phone, so as to server
Collect mark of the telephone number as bad phone.
In a first aspect, in order to solve the above technical problems, the embodiments of the invention provide a kind of phone identification equipment, including
Have memory, and one or more than one program, one of them or more than one program storage in memory, and
Be configured to by one either more than one computing device is one or more than one program bag contain be used to carrying out it is following
The instruction of operation：
During receiving or sending call, telephone number corresponding to the call is obtained；
Analyze whether the telephone number meets default similarity Condition with preset number；
If the telephone number meets the similarity Condition with the preset number, the call is identified as diving
In bad phone.
Compared with prior art, the embodiment of the present invention has advantages below：
The method, apparatus and equipment provided according to embodiment of the present invention, when receiving or sending call, Ke Yitong
Cross whether telephone number corresponding to analysis call meets default similarity Condition to determine call with preset number
Belong to the possibility of bad phone, and meet the situation of similarity Condition in telephone number corresponding to call and preset number
It is lower that call is identified as potential bad phone.Therefore, if call belongs to bad phone, even if the call is corresponding
Telephone number also not by user's mark be bad phone, user terminal the call can be also identified as it is potential not
Good phone, so as to reduce may harassing and wrecking to user bad phone quantity, avoid to a greater extent bad phone to
The harassing and wrecking at family.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is the required accompanying drawing used in technology description to be briefly described, it should be apparent that, drawings in the following description are only this
Some embodiments described in invention, for those of ordinary skill in the art, on the premise of not paying creative work,
Other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is the block schematic illustration of an exemplary application scene in the embodiment of the present invention；
Fig. 2 is the schematic flow sheet that a kind of phone knows method for distinguishing in the embodiment of the present invention；
Fig. 3 is the schematic flow sheet that a kind of phone knows method for distinguishing in the embodiment of the present invention；
Fig. 4 is the schematic flow sheet that a kind of phone knows method for distinguishing in the embodiment of the present invention；
Fig. 5 is a kind of structural representation of the device of phone identification in the embodiment of the present invention；
Fig. 6 is a kind of structural representation of the equipment of phone identification in the embodiment of the present invention；
Fig. 7 is the structural representation of server in some embodiments of the present invention.
Embodiment
In order that those skilled in the art more fully understand the present invention program, below in conjunction with the embodiment of the present invention
Accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only this
Invention part of the embodiment, rather than whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art exist
The every other embodiment obtained under the premise of creative work is not made, belongs to the scope of protection of the invention.
Applicant has found that in the prior art, the user that user terminal is generally collected by network side actively marks by research
The bad telephone number of note identifies whether call belongs to bad phone.However, belong to bad when user terminal receives
The incoming call of phone, if the incoming call is bad phone also not by any user's mark, user terminal None- identified goes out
The telephone number of the incoming call is bad phone.Malicious user can cause user by frequently changing telephone number
What the incoming call received was not labeled, these bad phones can not be identified by user terminal, so as to cause user
Harassed by increasing bad phone.
In order to solve the above problems, in embodiments of the present invention, during receiving or sending call, institute is obtained
Telephone number corresponding to call is stated, analyzes whether the telephone number meets default similarity Condition with preset number,
If the telephone number meets the similarity Condition with the default number, telephone number calling is identified as potential
Bad phone.As can be seen here, by analyze telephone number corresponding to call and preset number whether meet it is default similar
Property condition, it may be determined that call belongs to the possibility of bad phone, and telephone number corresponding to call with it is default
Number meets call is identified as into potential bad phone in the case of similarity Condition.Therefore, pass through for malicious user
The telephone number frequently changed, even if the telephone number changed is not labeled, these can also have been converted electricity by user terminal
The bad phone of words number identifies.
For example, the embodiment of the present invention may apply to scene as shown in Figure 1.In this scenario, user terminal 101
It is able to can be communicated with user terminal 101 with interactive information, user terminal 102 with server 103.User terminal 101 is connecing
During the call for entering user terminal 102, telephone number corresponding to acquisition call, the phone number is analyzed
Code with preset number whether meet default similarity Condition, if the telephone number meet to the preset number it is described similar
Property condition, potential bad phone is identified as by the call.User terminal 101 is exhaled to the outgoing call of user terminal 102
During crying, telephone number corresponding to acquisition call, analyze whether the telephone number meets to preset with preset number
Similarity Condition, if the telephone number and the preset number meet the similarity Condition, the call is known
Wei not potential bad phone.Wherein, server 103 for example can be used for providing the preset number and institute to user terminal 101
State similarity Condition.
It is understood that in above-mentioned application scenarios, although being by user by the action description of embodiment of the present invention
Terminal 101 is performed, but these actions partly can also be performed by user terminal 101, partly performed by server 103, or
Performed completely by server 103.For example, whether meet phase with preset number in telephone number corresponding to analysis call
During like property condition, directly it can be analyzed by user terminal 101, or by user terminal 101 by the telephone number
It is transmitted to server 103 and is analyzed by server 103.The present invention is unrestricted in terms of executive agent, as long as performing this
Action disclosed in invention embodiment.
It should be noted that above-mentioned application scenarios are for only for ease of the understanding present invention and shown, embodiment party of the invention
Formula is unrestricted in this regard.On the contrary, embodiments of the present invention can apply to applicable any scene.
Below in conjunction with the accompanying drawings, the various non-limiting embodiments of the present invention are described in detail.
Illustrative methods
Referring to Fig. 2, show that a kind of phone of the embodiment of the present invention knows the schematic flow sheet of method for distinguishing.In the present embodiment
In, methods described can for example include：
S201：During receiving or sending call, telephone number corresponding to the call is obtained.
In the present embodiment, receive expression is user terminal receiving incoming calling, that is, user terminal receive it is other
The call that terminal is initiated, send expression is that user terminal initiates electricity calling, that is, by user terminal as calling party
The call of initiation.Telephone number corresponding to the call, it is expressed as with user terminal entering in the call
The telephone number of the opposite end of row communication.Specifically, if user terminal receives call, that is, the electricity that other terminals are initiated is received
Words calling, telephone number corresponding to the call are the telephone number of the calling party of phone；If user terminal sends phone
Calling, i.e., the call that user terminal is initiated as calling party, telephone number corresponding to the call are callee's
Telephone number.
S202：Analyze whether the telephone number meets default similarity Condition with preset number.
S203：If the telephone number meets the similarity Condition with the preset number, the call is known
Wei not potential bad phone.
In the present embodiment, similarity Condition for example specifically may include following any one or a variety of conditions：First condition：
The number of transitions that the preset number that the telephone number is transformed into is undergone is within default frequency threshold value.Second condition：
It is that the telephone number is made up of the preset number and prefix and be not belonging to preset number set；Third condition：The phone
Only area code is different compared with the preset number and is not belonging to preset number set for number；Fourth condition：The telephone number with
Similarity between the preset number is more than default similarity threshold.
Wherein, in first condition, the conversion to telephone number can be replacement digital in telephone number or to phone
The conversion of digit position or both include in telephone number digital replacement or including to numeral in telephone number in number
The conversion of position.Wherein, either digital replacement or the conversion of position, or the two exists simultaneously, will meet pre-
If number of transitions in the range of.Such as：For first condition, if preset number includes 123456, corresponding to call
Telephone number is 123457, then the telephone number is obtained from carrying out digital replacement on the basis of predetermined telephone, also, should
Telephone number, which is transformed into the preset number, to be needed to undergo linear transformation, in the case where default frequency threshold value is 3, the phone number
Code meets first condition with preset number.For another example if preset number includes 123456, phone number corresponding to call
Code is 123465, then the telephone number carries out evolution on the basis of predetermined telephone and obtained, also, the telephone number
Being transformed into the preset number needs to undergo linear transformation, and in the case where default frequency threshold value is 3, the telephone number is with presetting
Number meets first condition.
Second condition shows that the telephone number after conversion includes default number and prefix, also, the phone number after conversion
Code is not belonging to any one default number.For example, for second condition, if preset number includes 123456, phone is exhaled
The telephone number cried belongs to prefix for 0312123456,0312 and 0312123456 is not belonging to any one default number, then
The telephone number is made up of default telephone number and prefix and is not belonging to preset number set, therefore, the telephone number with it is pre-
If number meets second condition.Wherein, the prefix can for example be pre-set.
Third condition shows that the telephone number after conversion compares with the default telephone number preserved in server, only
Only it is area code difference, also, the telephone number after conversion is not belonging to any one default number.Such as：For third condition,
If preset number includes 010123456, the telephone number of call is not 0312123456, also, 0312123456 not
Belong to any one default number, there it can be seen that the area code of preset number is 0312, and the telephone number of call
Area code be 010, therefore, the telephone number and default number are only that area code is different and be not belonging to preset number set, this
Telephone number meets third condition with preset number.
Fourth condition shows, the preset number preserved in the telephone number and server after conversion by Similarity Measure and
Obtained similarity is larger and exceedes similarity threshold.Wherein, for two numbers of length identical, the side of Similarity Measure
Method can for example use cosine similarity algorithm to calculate the similarity between two numbers.
In the present embodiment, similarity Condition can only include a condition.For example, similarity Condition be first condition,
Second condition, third condition or fourth condition.Similarity Condition can also include two conditions.For example, similarity Condition has
Body includes first condition and second condition, or, similarity Condition includes first condition and third condition, or, similitude bar
Part includes second condition and third condition, or, similarity Condition includes first condition and fourth condition, or, similitude bar
Part includes second condition and fourth condition, or, similarity Condition includes third condition and fourth condition.Similarity Condition may be used also
With including three conditions.For example, similarity Condition includes first condition, second condition and third condition, or, similarity Condition
Including first condition, second condition and fourth condition, or, similarity Condition includes first condition, third condition and Article 4
Part, or, similarity Condition includes second condition, third condition and fourth condition.Similarity Condition can also include four bars
Part, i.e., including first condition, second condition, third condition and fourth condition.
In some embodiments of the present embodiment, in the case where similarity Condition only includes a condition, if the electricity
Words number meets the condition with the preset number, then can determine that the telephone number meets similitude with the preset number
Condition.For example, in the case where similarity Condition only includes first condition, if the telephone number meets with the preset number
First condition, then it can determine that the telephone number meets similarity Condition with the preset number.
In some embodiments of the present embodiment, in the case where similarity Condition includes multiple conditions, a kind of embodiment party
Formula is, if the telephone number meets wherein any one or more conditions with the preset number, can determine described in
Telephone number meets the similarity Condition with the preset number.For example, include first condition, Article 2 in similarity Condition
In the case of part and third condition, even if the telephone number only meets third condition and is unsatisfactory for first with the preset number
Condition and second condition, it can also determine that the telephone number meets similarity Condition with the preset number.Or similar
Property condition include multiple conditions in the case of, another embodiment is, if the telephone number and the preset number are same
When meet all conditions therein, then can determine that the telephone number and the preset number meet the similarity Condition.
For example, in the case where similarity Condition includes first condition and second condition, if the telephone number and the preset number
Meet first condition and second condition simultaneously, then can determine that the telephone number meets similitude bar with the preset number
Part, if the telephone number only meets first condition and be unsatisfactory for the second condition with the preset number, it can determine
The telephone number is unsatisfactory for similarity Condition with the preset number.
In the present embodiment, numerous embodiments can be used for realizing S202.For example, in some embodiment party of the present embodiment
In formula, the preset number is stored with user terminal and/or server.When S202 enters to telephone number corresponding to call
During row analysis, by analyzing the telephone number got and preset number in itself, it can be determined that go out telephone number and preset number
Whether default similarity Condition is met.And for example, can be corresponding by preset number in other embodiments of the present embodiment
Deformation after number all pre-set out and be stored in server and/or user terminal in.When S202 is to call pair
When the telephone number answered is analyzed, by searching whether the telephone number got be present in the deformation number preserved,
It may determine that whether telephone number meets default similarity Condition with preset number.
It should be noted that preset number for example can be the telephone number of bank's customer service class, Communications service business's customer service class
Telephone number etc. any one often by popular widely used telephone number.
In addition, the present embodiment can also include, and server is regularly updated to preset number, and to every one kind
Or similarity Condition corresponding to the preset number setting of each renewal.
In some embodiments in the present embodiment, when call is identified as potential bad phone, Ke Yitong
Cross and user is prompted so that harassing and wrecking of the user from bad phone.Specifically, after S203, the present embodiment is for example also
It can include：It is identified as potential bad phone in response to the call, there is provided for representing that the call is latent
In the prompting of bad phone.Wherein, the method for prompting can include display reminding, vibration prompt and/or auditory tone cues.That is, carry
The mode of showing can be equal in a manner of any one or any two therein or three of the above therein in upper type
Including.Wherein, auditory tone cues can be specific the tinkle of bells or default voice.
For example, for incoming call, when incoming call is identified as potential bad phone, exhaled in the incoming call
Words such as " doubtful fraudulent calls, please answer with caution " can be shown during the jingle bell before connection on the interface of incoming call by crying
The prompt message of sample, or, the prompting of default voice can also be carried out to user, to inform user's call as doubtful swindleness
Phone is deceived, or, user terminal can also be controlled to send specific the tinkle of bells, or, user terminal can also be controlled to be vibrated,
Or it can also be the combination of any one in above several ways or any several ways.
It should be noted that in the present embodiment, for when call is identified as potential bad phone, entering to user
The mode of row prompting, is not limited only to above-mentioned mode, and any one can carry out call in user terminal and locate
When RINGING state, the method prompted user can be with.
In the present embodiment, before phone is not turned on, if judging, opposite end phone is potential bad phone, in order to after
The telephone number directly can be identified as bad phone by the user terminal according to the mark of bad phone, can also be included：Response
Operated in for confirmation of the call as bad phone, by the telephone number labeled as bad phone and by described in
Telephone number preserves in the user terminal as the mark of bad phone.
Furthermore, after user terminal saves mark of the telephone number as bad phone, in order that
Other terminals can also use identification of the telephone number as the bad phone of mark progress of bad phone, can will be
The mark for the bad phone that user terminal preserves shares to server, i.e., can also specifically include：Using the telephone number as
The mark of bad phone is saved in server, so that server collects mark of the telephone number as bad phone.
Illustrate：User is carried out after user terminal A recognizes the telephone number of bad phone by S203
Prompting, user perform the bad phone marking operation to the telephone number in user terminal A, user terminal A in response to
The operation at family is preserved the telephone number as the mark of bad phone.Further, user terminal A can be by the electricity
Words number is sent to server as the mark of bad phone and preserved, and the mark can then be sent to user's end by server
B is held, when other terminals receive the incoming call of the bad phone, it is bad phone that can accurately inform user's phone.
In the present embodiment, in the case where user terminal receives incoming call, S201~S203 for example can be in user
Terminal receives the incoming call afterwards and performed before incoming call connection, and so, user terminal can exhale in incoming call
Cry and identify whether incoming call belongs to bad phone before connection.In the case where user terminal carries out electricity calling, S201
~S203 for example can user terminal input this go electricity call telephone number after and this go electricity calling connect before perform,
So, user terminal can identify whether incoming/sending call calling belongs to bad phone before going electricity calling to connect.In addition, in electricity
After words calling is switched on, the present embodiment bad phone can also be identified by following two embodiments.
Embodiment one：With reference to figure 3, in the present embodiment, on the basis of S201~S203, this method for example may be used also
With including：
S301：After the telephonic call, the voice received during the telephonic call is analyzed,
Obtain the content of the voice.
S302：If including preset content in the content of the voice, the call is identified as potential bad phone.
In the present embodiment, call can be the incoming call that user terminal receives other terminals, Huo Zheye
Can go electric calling by what user terminal was transferred to.After telephonic call, i.e., user terminal is established call with opposite end and connected
After connecing, the voice messaging of opposite end is obtained, voice messaging is analyzed, so as to identify the content in voice messaging, judged
Whether the content in voice messaging includes default sensitive content, if comprising preset content, by incoming call or goes electric calling
It is identified as bad phone.Wherein, preset content, such as can be the password of card " you this " or " bank card that please input you is close
Code " etc. does not meet voice content preset rules, related to personal information；Or default sensitive content can be and for example
The content not being consistent with default customer service class voice message content.
Embodiment two：With reference to figure 4, in the present embodiment, on the basis of S201~S203, this method for example may be used also
With including：
S401：If the telephone number is the telephone number of the contact person pre-saved, the telephonic call it
Afterwards, the voice received during the telephonic call is analyzed, obtains the voiceprint of the voice.
S402：If the voiceprint of the voice mismatches with the voiceprint preserved in advance for the contact person, by institute
State call and be identified as potential bad phone.
In the present embodiment, when the telephone number that certain contact person is preserved on user terminal, but the use of the contact person
For family terminal because loss or other reasons cause user terminal to fall into malicious user on hand, malicious user can pass through the connection
It is that the telephone number of people initiates the call of bad phone.In order to avoid the harassing and wrecking of this bad phone, when user terminal connects
The incoming call of the contact person is received, after connecting incoming call calling, the voice messaging of peer user in communication process is analyzed, so as to obtain
Take the voiceprint of peer user, judge the voiceprint of peer user and the contact person pre-saved voiceprint whether
Matching, if the voiceprint of the peer user and the voiceprint of the contact person pre-saved mismatch, the phone is exhaled
Cry and be identified as potential bad phone.Wherein, the voiceprint of the contact person, can be the user terminal with the contact person pre-
Preserved in certain communication process first carried out by the manually operated triggering of the user or user terminal exists with the contact person
The user terminal automatic data collection and preserved in certain communication process carried out in advance in the case where user confirms.
In embodiment one and embodiment two, after telephonic call, believed by the voice for analyzing peer user
Breath, judges whether the call is bad phone, therefore, even if user has connected bad phone, remains able to receive this
Call is the prompt message of potential bad phone, reduces the risk that user has dust thrown into the eyes.
In above-mentioned embodiment one and above-mentioned embodiment two, after in telephonic call, if judging opposite end
Phone is potential bad phone, can be by prompting user terminal user so that user disturbs from bad user's
Disturb.Specifically, after S302, above-mentioned embodiment one can also include：It is identified as in response to the call potential
Bad phone, there is provided for representing prompting of the call for potential bad phone.After S402, above-mentioned embodiment
Two can also include：It is identified as potential bad phone in response to the call, there is provided for representing the call
For the prompting of potential bad phone.In above-mentioned embodiment one and above-mentioned embodiment two, notice and carry for the ease of user
Show, the mode of prompting can select auditory tone cues and/or vibration prompt.Furthermore, auditory tone cues and/or vibration are being used
On the basis of prompting, the mode of prompting can also further use display reminding.More than this several prompting mode, above
Detailed narration, is just repeated no more herein.
It should be noted that in the present embodiment, in the case where call is identified as potential bad phone to user
The mode prompted, is not limited only to above-mentioned mode, and any one can be when user terminal be in talking state
The method prompted user can use.
In above-mentioned embodiment one and above-mentioned embodiment two, after telephonic call, if judging opposite end electricity
Talk about as potential bad phone, in order to which the later user terminal directly can identify the telephone number according to the mark of bad phone
For bad phone, can also include：In response to being operated for confirmation of the call as bad phone, by the phone
Number mark is bad phone and preserved the telephone number as the mark of bad phone in the user terminal.
Furthermore, after user terminal saves mark of the telephone number as bad phone, in order that
Other terminals can also use mark progress bad phone identification of the telephone number as bad phone, can also will with
The mark for the bad phone that family terminal preserves shares to server, i.e., can also specifically include：Using the telephone number as not
The mark of good phone is saved in server, so that server collects mark of the telephone number as bad phone.
The method provided by the present embodiment, by telephone number corresponding to call and the phone number prestored
Code is analyzed, and judges whether the call is potential bad phone.Therefore, even if the call for belonging to bad phone does not have
Have by any user's mark mistake, can also be identified.Solve in the prior art, because malicious user is by frequently changing
Telephone number, and the telephone number for making much to be replaced is not labeled, and causes what user terminal can not convert these
The problem of bad phone identifies.
Exemplary means
Referring to Fig. 5, a kind of structural representation of phone identification device in the embodiment of the present invention is shown.In the present embodiment
In, the device can for example include：
Acquiring unit 501, it is electric corresponding to the call for during receiving or sending call, obtaining
Talk about number；
First analytic unit 502, for analyzing whether the telephone number meets default similitude bar with preset number
Part；
First recognition unit 503, will if meeting the similarity Condition for the telephone number and the preset number
The call is identified as potential bad phone.
Optionally, the similarity Condition specifically includes any one or more following condition：
First condition：The number of transitions that the preset number that the telephone number is transformed into is undergone is in default number threshold
Within value；
Second condition：It is that the telephone number is made up of the preset number and prefix and be not belonging to preset number set；
Third condition：Only area code is different compared with the preset number and is not belonging to preset number collection for the telephone number
Close；
Fourth condition：Similarity between the telephone number and the preset number is more than default similarity threshold.
Optionally, in addition to：
Second analytic unit, for after the telephonic call, analyzing during the telephonic call
The voice received, obtain the content of the voice；
Second recognition unit, if for including preset content in the content of the voice, the call is identified as
Potential bad phone.
Optionally, in addition to：
3rd analytic unit, if for the telephone number that the telephone number is the contact person pre-saved, in the electricity
After words calling is connected, the voice received during the telephonic call is analyzed, obtains the voiceprint of the voice；
3rd recognition unit, if the voiceprint for the voice is with being in advance the voiceprint of contact person preservation
Mismatch, the call is identified as potential bad phone.
Optionally, in addition to：
Tip element, for being identified as potential bad phone in response to the call, there is provided for representing described
Call is the prompting of potential bad phone.
Optionally, the prompting specifically includes display reminding, vibration prompt and/or auditory tone cues.
Optionally, in addition to：
Indexing unit, in response to for the call as bad phone confirmation operate, by the phone
Number mark is bad phone；
Storage unit, for being saved in server using the telephone number as the mark of bad phone, so as to server
Collect mark of the telephone number as bad phone.
The device provided by the present embodiment, during receiving or sending call, obtains the call
Corresponding telephone number, analyzes whether the telephone number meets default similarity Condition with preset number, if the phone
Number meets the similarity Condition with the default number, and telephone number calling is identified as into potential bad phone.
As can be seen here, by being analyzed with the telephone number prestored telephone number corresponding to call, the phone is judged
Whether calling is potential bad phone.Therefore, even if belonging to the call of bad phone not by any user's mark mistake,
It can be identified.Solve in the prior art, because malicious user is by the telephone number frequently changed, and make much quilts
The telephone number of replacing is not labeled, and what the bad phone that these can not have been converted by causing user terminal identified asks
Topic.
Reference picture 6, device 1800 can include following one or more assemblies：Processing component 1802, memory 1804, electricity
Source component 1806, multimedia groupware 1806, audio-frequency assembly 1810, the interface 1812 of input/output (I/O), sensor cluster
1814, and communication component 1816.
The integrated operation of the usual control device 1800 of processing component 1802, such as communicated with display, call, data,
The operation that camera operation and record operation are associated.Processing component 1802 can include one or more processors 1820 to perform
Instruction, to complete all or part of step of above-mentioned method.In addition, processing component 1802 can include one or more moulds
Block, the interaction being easy between processing component 1802 and other assemblies.For example, processing component 1802 can include multi-media module,
To facilitate the interaction between multimedia groupware 1806 and processing component 1802.
Memory 1804 is configured as storing various types of data to support the operation in equipment 1800.These data
Example includes being used for the instruction of any application program or method operated on device 1800, contact data, telephone book data,
Message, picture, video etc..Memory 1804 can by any kind of volatibility or non-volatile memory device or they
Combination is realized, such as static RAM (SRAM), Electrically Erasable Read Only Memory (EEPROM), it is erasable can
Program read-only memory (EPROM), programmable read only memory (PROM), read-only storage (ROM), magnetic memory, flash memory
Reservoir, disk or CD.
Power supply module 1806 provides electric power for the various assemblies of device 1800.Power supply module 1806 can include power management
System, one or more power supplys, and other components associated with generating, managing and distributing electric power for device 1800.
Multimedia groupware 1806 is included in the screen of one output interface of offer between described device 1800 and user.
In some embodiments, screen can include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel,
Screen may be implemented as touch-screen, to receive the input signal from user.Touch panel includes one or more touch and passed
Sensor is with the gesture on sensing touch, slip and touch panel.The touch sensor can not only sensing touch or slip be dynamic
The border of work, but also detect the duration and pressure related to the touch or slide.In certain embodiments, it is more
Media component 1806 includes a front camera and/or rear camera.When equipment 1800 is in operator scheme, mould is such as shot
When formula or video mode, front camera and/or rear camera can receive outside multi-medium data.Each preposition shooting
Head and rear camera can be a fixed optical lens system or have focusing and optical zoom capabilities.
Audio-frequency assembly 1810 is configured as output and/or input audio signal.For example, audio-frequency assembly 1810 includes a wheat
Gram wind (MIC), when device 1800 is in operator scheme, during such as call model, logging mode and speech recognition mode, microphone quilt
It is configured to receive external audio signal.The audio signal received can be further stored in memory 1804 or via communication
Component 1816 is sent.In certain embodiments, audio-frequency assembly 1810 also includes a loudspeaker, for exports audio signal.
I/O interfaces 1812 provide interface, above-mentioned peripheral interface module between processing component 1802 and peripheral interface module
Can be keyboard, click wheel, button etc..These buttons may include but be not limited to：Home button, volume button, start button and
Locking press button.
Sensor cluster 1814 includes one or more sensors, and the state for providing various aspects for device 1800 is commented
Estimate.Such as sensor cluster 1814 can detect opening/closed mode of equipment 1800, the relative positioning of component, such as institute
The display and keypad that component is device 1800 are stated, sensor cluster 1814 can be with detection means 1800 or device 1,800 1
The position of individual component changes, the existence or non-existence that user contacts with device 1800, the orientation of device 1800 or acceleration/deceleration and dress
Put 1800 temperature change.Sensor cluster 1814 can include proximity transducer, be configured in no any physics
The presence of object nearby is detected during contact.Sensor cluster 1814 can also include optical sensor, as CMOS or ccd image are sensed
Device, for being used in imaging applications.In certain embodiments, the sensor cluster 1814 can also include acceleration sensing
Device, gyro sensor, Magnetic Sensor, pressure sensor or temperature sensor.
Communication component 1816 is configured to facilitate the communication of wired or wireless way between device 1800 and other equipment.Dress
The wireless network based on communication standard, such as WiFi, 2G or 3G, or combinations thereof can be accessed by putting 1800.It is exemplary at one
In embodiment, communication component 1816 receives broadcast singal or broadcast correlation from external broadcasting management system via broadcast channel
Information.In one exemplary embodiment, the communication component 1816 also includes near-field communication (NFC) module, to promote short distance
Communication.For example, radio frequency identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra wide band can be based in NFC module
(UWB) technology, bluetooth (BT) technology and other technologies are realized.
In the exemplary embodiment, device 1800 can be by one or more application specific integrated circuits (ASIC), numeral
Signal processor (DSP), digital signal processing appts (DSPD), PLD (PLD), field programmable gate array
(FPGA), controller, microcontroller, microprocessor or other electronic components are realized, for performing the above method.
Specifically, the embodiments of the invention provide a kind of phone identification equipment, the equipment can be specially device 1800, bag
Memory 1804, and one or more than one program are included, one of them or more than one program storage is in storage
In device 1804, and be configured to by one either more than one processor 1820 perform one or more than one program bag
Containing the instruction for being operated below：
During receiving or sending call, telephone number corresponding to the call is obtained；
Analyze whether the telephone number meets default similarity Condition with preset number；
If the telephone number meets the similarity Condition with the preset number, the call is identified as diving
In bad phone.
Optionally, the similarity Condition specifically includes any one or more following condition：
First condition：The number of transitions that the preset number that the telephone number is transformed into is undergone is in default number threshold
Within value；
Second condition：It is that the telephone number is made up of the preset number and prefix and be not belonging to preset number set；
Third condition：Only area code is different compared with the preset number and is not belonging to preset number collection for the telephone number
Close；
Fourth condition：Similarity between the telephone number and the preset number is more than default similarity threshold.
Optionally, the processor 1820 be additionally operable to perform one or more than one program bag contain be used to carrying out with
The instruction of lower operation：
After the telephonic call, the voice received during the telephonic call is analyzed, is obtained
The content of the voice；
If including preset content in the content of the voice, the call is identified as potential bad phone.
Optionally, the processor 1820 be additionally operable to perform one or more than one program bag contain be used to carrying out with
The instruction of lower operation：
If the telephone number is the telephone number of the contact person pre-saved, after the telephonic call, point
The voice received during the telephonic call is analysed, obtains the voiceprint of the voice；
If the voiceprint of the voice mismatches with the voiceprint preserved in advance for the contact person, by the phone
Calling is identified as potential bad phone.
Optionally, the processor 1820 be additionally operable to perform one or more than one program bag contain be used to carrying out with
The instruction of lower operation：
It is identified as potential bad phone in response to the call, there is provided for representing that the call is potential
The prompting of bad phone.
Optionally, the prompting specifically includes display reminding, vibration prompt and/or auditory tone cues.
Optionally, the processor 1820 be additionally operable to perform one or more than one program bag contain be used to carrying out with
The instruction of lower operation：
In response to being operated for confirmation of the call as bad phone, by the telephone number labeled as bad
Phone is simultaneously
Server is saved in using the telephone number as the mark of bad phone, so that server collects the phone number
Mark of the code as bad phone.
The embodiment of the present invention additionally provide it is a kind of include instruction non-transitorycomputer readable storage medium, such as including
The memory 1804 of instruction, above-mentioned instruction can be performed to complete the above method by the processor 1820 of device 1800.It is for example, described
Non-transitorycomputer readable storage medium can be ROM, random access memory (RAM), CD-ROM, tape, floppy disk and light
Data storage device etc..
A kind of non-transitorycomputer readable storage medium, when the instruction in the storage medium is by the processing of electronic equipment
When device performs so that electronic equipment is able to carry out a kind of reminding method of the communication information, and methods described includes：
During receiving or sending call, telephone number corresponding to the call is obtained；
Analyze whether the telephone number meets default similarity Condition with preset number；
If the telephone number meets the similarity Condition with the preset number, the call is identified as diving
In bad phone.
Fig. 7 is the structural representation of server in some embodiments of the present invention.The server 1900 can be because of configuration or property
Energy is different and produces bigger difference, can include one or more central processing units (central processing
Units, CPU) 1922 (for example, one or more processors) and memory 1932, one or more storage applications
The storage medium 1930 of program 1942 or data 1944 (such as one or more mass memory units).Wherein, memory
1932 and storage medium 1930 can be it is of short duration storage or persistently storage.One can be included by being stored in the program of storage medium 1930
Individual or more than one module (diagram does not mark), each module can include operating the series of instructions in server.More enter
One step, central processing unit 1922 be could be arranged to communicate with storage medium 1930, and storage medium is performed on server 1900
Series of instructions operation in 1930.
Server 1900 can also include one or more power supplys 1926, one or more wired or wireless nets
Network interface 1950, one or more input/output interfaces 1958, one or more keyboards 1956, and/or, one or
More than one operating system 1941, such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM
Etc..
Those skilled in the art will readily occur to the present invention its after considering specification and putting into practice invention disclosed herein
Its embodiment.It is contemplated that cover the present invention any modification, purposes or adaptations, these modifications, purposes or
Person's adaptations follow the general principle of the present invention and including the undocumented common knowledges in the art of the disclosure
Or conventional techniques.Description and embodiments are considered only as exemplary, and true scope and spirit of the invention are by following
Claim is pointed out.
It should be appreciated that the invention is not limited in the precision architecture for being described above and being shown in the drawings, and
And various modifications and changes can be being carried out without departing from the scope.The scope of the present invention is only limited by appended claim
The foregoing is only presently preferred embodiments of the present invention, be not intended to limit the invention, it is all the present invention spirit and
Within principle, any modification, equivalent substitution and improvements made etc., it should be included in the scope of the protection.
Claims (10)
1. a kind of phone knows method for distinguishing, it is characterised in that including：
During receiving or sending call, telephone number corresponding to the call is obtained；
Analyze whether the telephone number meets default similarity Condition with preset number；
If the telephone number and the preset number meet the similarity Condition, by the call be identified as it is potential not
Good phone.
2. according to the method for claim 1, it is characterised in that the similarity Condition specifically include it is following any one or
A variety of conditions：
First condition：The number of transitions that the preset number that the telephone number is transformed into is undergone default frequency threshold value with
It is interior；
Second condition：It is that the telephone number is made up of the preset number and prefix and be not belonging to preset number set；
Third condition：Only area code is different compared with the preset number and is not belonging to preset number set for the telephone number；
Fourth condition：Similarity between the telephone number and the preset number is more than default similarity threshold.
3. according to the method for claim 1, it is characterised in that also include：
After the telephonic call, the voice received during the telephonic call is analyzed, is obtained described
The content of voice；
If including preset content in the content of the voice, the call is identified as potential bad phone.
4. according to the method for claim 1, it is characterised in that also include：
If the telephone number is the telephone number of the contact person pre-saved, after the telephonic call, institute is analyzed
The voice received during telephonic call is stated, obtains the voiceprint of the voice；
If the voiceprint of the voice mismatches with the voiceprint preserved in advance for the contact person, by the call
It is identified as potential bad phone.
5. according to the method described in Claims 1 to 4 any one, it is characterised in that also include：
It is identified as potential bad phone in response to the call, there is provided for representing that the call is potential bad
The prompting of phone.
6. according to the method for claim 5, it is characterised in that also include：
In response to being operated for confirmation of the call as bad phone, the telephone number is labeled as bad phone
And
Server is saved in using the telephone number as the mark of bad phone, the telephone number is collected so as to server and makees
For the mark of bad phone.
A kind of 7. device of phone identification, it is characterised in that including：
Acquiring unit, for during receiving or sending call, obtaining telephone number corresponding to the call；
First analytic unit, for analyzing whether the telephone number meets default similarity Condition with preset number；
First recognition unit, if meeting the similarity Condition for the telephone number and the preset number, by the electricity
Words calling is identified as potential bad phone.
8. device according to claim 7, it is characterised in that also include：
Second analytic unit, for after the telephonic call, analyzing and being received during the telephonic call
The voice arrived, obtain the content of the voice；
Second recognition unit, if for including preset content in the content of the voice, the call is identified as potential
Bad phone.
9. device according to claim 7, it is characterised in that also include：
3rd analytic unit, if for the telephone number that the telephone number is the contact person pre-saved, exhaled in the phone
After crying connection, the voice received during the telephonic call is analyzed, obtains the voiceprint of the voice；
3rd recognition unit, if the voiceprint for the voice with the voiceprint that is preserved in advance for the contact person not
Match somebody with somebody, the call is identified as potential bad phone.
A kind of 10. equipment of phone identification, it is characterised in that include memory, and one or more than one program,
One of them or more than one program storage is configured to by one or more than one computing device in memory
One or more than one program bag contains the instruction for being used for being operated below：
During receiving or sending call, telephone number corresponding to the call is obtained；
Analyze whether the telephone number meets default similarity Condition with preset number；
If the telephone number and the preset number meet the similarity Condition, by the call be identified as it is potential not
Good phone.
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| CN201610849827.9A CN107872590A (en) | 2016-09-26 | 2016-09-26 | A kind of method, apparatus and equipment of phone identification |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610849827.9A CN107872590A (en) | 2016-09-26 | 2016-09-26 | A kind of method, apparatus and equipment of phone identification |
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| CN201610849827.9A Pending CN107872590A (en) | 2016-09-26 | 2016-09-26 | A kind of method, apparatus and equipment of phone identification |
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Cited By (1)
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| CN111429918A (en) * | 2020-03-26 | 2020-07-17 | 云知声智能科技股份有限公司 | Phone call fraud visiting method and system based on voiceprint recognition and intention analysis |
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