CN103796184A - Spam short message recognition method and system - Google Patents
Spam short message recognition method and system Download PDFInfo
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- CN103796184A CN103796184A CN201210421843.XA CN201210421843A CN103796184A CN 103796184 A CN103796184 A CN 103796184A CN 201210421843 A CN201210421843 A CN 201210421843A CN 103796184 A CN103796184 A CN 103796184A
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Abstract
The invention discloses a spam short message recognition method and a spam short message recognition system, and relates to the technical field of spam short message prevention. The method comprises the following steps that: short message behavior information of users which is uploaded by a client is received, and friend numbers to be verified and suspected spam short message numbers are determined according to received short message behavior information; according to short message behavior information of called friends in a friend relation list, wherein the short message behavior information of the called friends aims at the same calling number, a friend number is determined in the friend numbers to be verified, and a spam short message number is determined in the suspected spam short message numbers, and the friend number is updated into the friend relation list; and a spam short message can be determined according to the spam short message number. According to the spam short message recognition method of the invention, based on processing behaviors of user short messages in a social network, and short message processing common behavior feature information of friends is analyzed, and social consensus among the friends is utilized to determine the spam message number, and therefore, the spam short message can be recognized, and thus, the problem of overreliance on network equipment in an existing spam short message recognition technology can be solved.
Description
Technical field
The present invention relates to anti-refuse messages technical field, particularly a kind of refuse messages recognition methods and system.
Background technology
Along with the development of the communication technology, communication network operator provides diversified applied business in communication network, and one of them is exactly short message service.Along with using, the user of note is more and more, and various refuse messages are also more and more.So-called refuse messages directs at, the note that contains violation state's laws rules content of being sent by networking client, or the note allowing without recipient, or the note of interference user normal life.Visible, refuse messages is identified and tackled just seem very necessary.
There is at present one to carry out refuse messages by keyword and know method for distinguishing, the method is mainly, in communication network side, keyword is set, communication network side is in the time receiving note, the keyword of setting is mated with short message content, if the match is successful, determine that this note is refuse messages, by this SMS interception, if do not mated, forward this note.
Above-mentioned refuse messages recognition methods relies on the network equipment one by one to refuse messages identification completely, too high to network equipment requirement, easily causes network congestion in peak period.
Summary of the invention
An embodiment of the present invention technical problem to be solved is: provide a kind of novel refuse messages recognition methods and system based on user's note processing behavior, to solve problem when current refuse messages is identified, the network equipment too being relied on.
A kind of refuse messages recognition methods providing according to the embodiment of the present invention aspect, comprising:
Receive the user's of client upload note behavioural information, and determine good friend's number to be verified and doubtful refuse messages number according to the described note behavioural information receiving; Note behavioural information according to good friend called in good friend's relation list to same calling number, in described good friend's number to be verified, determine good friend's number, in described doubtful refuse messages number, determine refuse messages number, and described good friend's number is updated to described good friend's relation list; Determine refuse messages according to described refuse messages number.
As a kind of exemplary execution mode, described note behavioural information comprises: calling number, called number and the user processing behavior to note; The described described note behavioural information according to reception determines that good friend's number to be verified and doubtful refuse messages number comprise: in the time that user is reading reply or forwarding short message to the processing behavior of note, calling number is defined as to good friend's number to be verified of called number; When user is while not reading direct deletion to the processing behavior of note, calling number is defined as to doubtful refuse messages number.
As a kind of exemplary execution mode, described according to good friend called in good friend's relation list the note behavioural information to same calling number, in described good friend's number to be verified, determining good friend's number comprises: if having at least good friend that N1 relationship strength be greater than M1 in called good friend to reading and reply or forwarding short message from the note of same calling number, this calling number is confirmed as this called good friend's number, and wherein N1 and M1 are preset value.
As a kind of exemplary execution mode, described according to good friend called in good friend's relation list the note behavioural information to same calling number, in described doubtful refuse messages number, determining refuse messages number comprises: if having at least good friend that N2 relationship strength be greater than M2 in called good friend to not reading direct deletion from the note of same calling number, this calling number is confirmed as refuse messages number, and wherein N2 and M2 are preset value.
As a kind of exemplary execution mode, describedly described good friend's number is updated to described good friend's relation list comprises: if there is no described good friend's number in called described good friend's relation list, described good friend's number is added in called described good friend's relation list; If there is described good friend's number in called described good friend's relation list, described good friend's number and called relationship strength are increased to preset value.
As a kind of exemplary execution mode, described described good friend's number is updated to before described good friend's relation list and is also comprised: form good friend's relation list according to address list.
As a kind of exemplary execution mode, describedly determine that according to described refuse messages number refuse messages comprises: in the time that the calling number of note is in described refuse messages number, this note is defined as refuse messages.
As a kind of exemplary execution mode, the method also comprises: when in the calling number of the note called good friend's number in this note, this note is defined as non-refuse messages.
As a kind of exemplary execution mode, the method also comprises: good friend's number and refuse messages number are preserved with tabular form.
As a kind of exemplary execution mode, the method also comprises: refuse messages is carried out to filtration treatment, non-refuse messages is carried out to route.
A kind of refuse messages recognition system providing according to another aspect of the embodiment of the present invention, comprising:
Number information Classification and Identification module, for receiving user's the note behavioural information of client upload, and determines good friend's number to be verified and doubtful refuse messages number according to the described note behavioural information receiving; Number information filtering policy control module, for the note behavioural information to same calling number according to the called good friend of good friend's relation list, in described good friend's number to be verified, determine good friend's number, in described doubtful refuse messages number, determine refuse messages number, and described good friend's number is updated to described good friend's relation list; And garbage information filtering policy enforcement module, for determining refuse messages according to described refuse messages number.
As a kind of exemplary execution mode, described number information Classification and Identification module, specifically for receiving user's the note behavioural information of client upload, described note behavioural information comprises: calling number, called number and the user processing behavior to note; In the time that user is reading reply or forwarding short message to the processing behavior of note, calling number is defined as to good friend's number to be verified of called number; When user is while not reading direct deletion to the processing behavior of note, calling number is defined as to doubtful refuse messages number.
As a kind of exemplary execution mode, described number information filtering policy control module comprises: good friend's number filtering policy control unit, if have at least good friend that N1 relationship strength be greater than M1 to reading and reply or forwarding short message from the note of same calling number for called good friend, this calling number is confirmed as this called good friend's number, and wherein N1 and M1 are preset value; And refuse messages number filtering policy control unit, if have at least good friend that N2 relationship strength be greater than M2 to not reading direct deletion from the note of same calling number for called good friend, this calling number is confirmed as refuse messages number, and wherein N2 and M2 are preset value.
As a kind of exemplary execution mode, described system also comprises: good friend's relation list builds module, for forming good friend's relation list according to address list.
As a kind of exemplary execution mode, described good friend's relation list builds module, if also there is no described good friend's number for called described good friend's relation list, described good friend's number is added in called described good friend's relation list; If there is described good friend's number in called described good friend's relation list, described good friend's number and called relationship strength are increased to preset value.
As a kind of exemplary execution mode, described garbage information filtering policy enforcement module, specifically in the time that the calling number of note is in described refuse messages number, this note is defined as refuse messages.
As a kind of exemplary execution mode, described garbage information filtering policy enforcement module, also, for when called good friend's number in this note of the calling number of note, this note is defined as non-refuse messages.
As a kind of exemplary execution mode, good friend's number and refuse messages number are preserved with tabular form.
Refuse messages recognition methods provided by the invention and system, based on the processing behavior of user's note in social networks, analyze the joint act characteristic information of good friend to note processing, utilize " social common recognition " between good friend to determine refuse messages number, and then identify refuse messages, this novel refuse messages recognition methods takes full advantage of the processing behavior of user to note, can set up rapidly intelligently the refuse messages list of numbers of filtrating rubbish short message, thereby solve the problem in conventional garbage note recognition technology, the network equipment too being relied on.
By the detailed description to exemplary embodiment of the present invention referring to accompanying drawing, it is clear that further feature of the present invention and advantage thereof will become.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, to the accompanying drawing of required use in embodiment or description of the Prior Art be briefly described below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skills, do not paying under the prerequisite of creative work, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 illustrates the schematic flow sheet of the refuse messages recognition methods of an illustrative embodiment of the invention.
Fig. 2 illustrates the schematic flow sheet of the refuse messages recognition methods of another exemplary embodiment of the present invention.
Fig. 3 illustrates the filtering junk short messages handling process schematic diagram of an illustrative embodiment of the invention.
Fig. 4 illustrates that the constructed user social contact of good friend's relation list of the present invention is related to schematic diagram.
Fig. 5 illustrates the refuse messages recognition system structural representation of an illustrative embodiment of the invention.
Fig. 6 illustrates the refuse messages recognition system structural representation of another exemplary embodiment of the present invention.
Fig. 7 illustrates the filtering junk short messages system configuration schematic diagram of an illustrative embodiment of the invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is only the present invention's part embodiment, rather than whole embodiment.Illustrative to the description only actually of at least one exemplary embodiment below, never as any restriction to the present invention and application or use.Based on the embodiment in the present invention, those of ordinary skills, not making the every other embodiment obtaining under creative work prerequisite, belong to the scope of protection of the invention.
Unless illustrate in addition, otherwise the parts of setting forth in these embodiments and positioned opposite, numeral expression formula and the numerical value of step not limited the scope of the invention.
, it should be understood that for convenience of description, the size of the various piece shown in accompanying drawing is not to draw according to actual proportionate relationship meanwhile.
May not discuss in detail for the known technology of person of ordinary skill in the relevant, method and apparatus, but in suitable situation, described technology, method and apparatus should be regarded as authorizing a part for specification.
In all examples with discussing shown here, it is exemplary that any occurrence should be construed as merely, rather than as restriction.Therefore, other example of exemplary embodiment can have different values.
It should be noted that: in similar label and letter accompanying drawing below, represent similar terms, therefore, once be defined in an a certain Xiang Yi accompanying drawing, in accompanying drawing subsequently, do not need it to be further discussed.
Fig. 1 illustrates the schematic flow sheet of the refuse messages recognition methods of an illustrative embodiment of the invention.The method of this embodiment can be carried out by the refuse messages recognition system of processing behavior based on user's note, and as shown in Figure 1, the method for this embodiment specifically can comprise the following steps:
S102, the ability of lifting client perception user behavior, in the time that user processes the note receiving, client gathers user's note behavioural information, and the user's of collection note behavioural information is uploaded to refuse messages recognition system.Refuse messages recognition system receives the user's of client upload note behavioural information, and determines good friend's number to be verified and doubtful refuse messages number according to the note behavioural information receiving.
Wherein, client collection the note behavioural information that uploads to can comprise calling number, called number and the user processing behavior to note.User for example can comprise the processing behavior of note: does not read (1), and direct deletion (2) is read complete, and deletion (3) is immediately read complete, but initiatively replys (4) reading reply or forwarding short message, but is not limited to this.Because the information of client collection does not relate to the content of note itself, therefore can protect user's privacy.Experience in order to promote user, can on the interface of client, point out user in the situation that not relating to privacy of user, whether to agree to gather its note behavioural information, if user agree to, can gather this user's note behavioural information.In addition, in order to save network transmission resource and further protection privacy of user, the numbering that client can the processing behavior to note by user uploads to refuse messages recognition system, and this numbering can be that client and refuse messages recognition system as offered are good.In order further to save processing resource and the network transmission resource of client, when client can be worked as user's the note behavioural information gathering and is accumulated to some, for example, while being accumulated to 10 users' note behavioural information, then be uploaded to refuse messages recognition system.Client can adopt the modes such as note to upload user's note behavioural information.
As a kind of method of exemplary good friend's number definite to be verified, in the time that user is the 4th kind of behavior to the processing behavior of note, i.e., when user's reading reply or forwarding short message, calling number can be defined as to good friend's number to be verified of called number.Follow-up, good friend's number to be verified needs further checking could finally confirm as good friend's number.
As a kind of method of exemplary definite doubtful refuse messages number, in the time that user is the 1st kind of behavior to the processing behavior of note, when user does not read direct deletion, calling number is defined as to doubtful refuse messages number.Follow-up, doubtful refuse messages number needs further checking could finally confirm as refuse messages number.
S104, note behavioural information according to good friend called in good friend's relation list to same calling number, in good friend's number to be verified, determine good friend's number, in doubtful refuse messages number, determine refuse messages number, and good friend's number is updated to good friend's relation list.
Wherein, initial good friend's relation list can form according to address list, follow-up can according to good friend's number really stable condition good friend's relation list is upgraded.Good friend's relation list can comprise the information such as the relationship strength that becomes between good friend's Subscriber Number and two good friends, and wherein, the larger expression of relationship strength good friend's possibility is larger, and the liveness of good friend's communication is higher.Fig. 4 illustrates that the constructed user social contact of good friend's relation list is related to schematic diagram.As shown in Figure 2, user 1 has N good friend, and each good friend can arrange an initial relationship strength.
As a kind of exemplary method that determines friendly number, if the good friend who has at least N1 relationship strength be greater than M1 in called good friend carries out the 4th kind of behavior to the note from same calling number and reads and reply or forwarding short message, this calling number can be confirmed as this called good friend's number, wherein N1 and M1 are preset value, can adjust.And, can be according to definite good friend's number real-time update good friend relation list.
As a kind of exemplary good friend's relation list update method, if there is no good friend's number in called good friend's relation list, good friend's number can be added in called good friend's relation list, can also an initial relationship strength be set for this group good friend relation, for example initial relationship strength can be set to 5; If there is this good friend's number in called good friend's relation list, good friend's number and called relationship strength can be increased to preset value, for example, increase by 1.Relationship strength can arrange a maximum, and for example 10, in case unlimited the increasing of relationship strength is unfavorable for management.
As a kind of method of exemplary definite refuse messages number, if have at least good friend that N2 relationship strength be greater than M2 in called good friend to not reading direct deletion from the note of same calling number, this calling number can be confirmed as refuse messages number, wherein N2 and M2 are preset value, can adjust.In addition, the value of N1 and N2 can be the same or different, and the value of M1 and M2 can be the same or different.In addition, refuse messages number can be preserved with tabular form, and can, according to refuse messages number stable condition real-time update refuse messages list of numbers really, realize simply, is convenient to search.
S106, determines refuse messages according to refuse messages number, can in refuse messages number, search the calling number of note, and in the time that the calling number of note is in refuse messages number, this note can be defined as refuse messages.
For determining of non-refuse messages, a kind of method can be, in the time that the calling number of note is not in refuse messages number, this note can be defined as non-refuse messages.Also have a kind of method to be, when in the calling number of the note called good friend's number in this note, this note can be defined as non-refuse messages.
Except the above-mentioned method of determining refuse messages according to refuse messages number, can also determine refuse messages according to good friend's number, for example, in the time that the calling number of note is not in good friend's number, this note can be defined as refuse messages.In the time that the calling number of note is in good friend's number, this note can be defined as non-refuse messages.
Above-described embodiment, based on the processing behavior of user's note in social networks, analyze the joint act characteristic information of good friend to note processing, utilize " social common recognition " between good friend to determine refuse messages number, and then identify refuse messages, this novel refuse messages recognition methods takes full advantage of the processing behavior of user to note, can set up rapidly intelligently the refuse messages list of numbers of filtrating rubbish short message, thereby solve the problem in conventional garbage note recognition technology, the network equipment too being relied on.
Fig. 2 illustrates the schematic flow sheet of the refuse messages recognition methods of another exemplary embodiment of the present invention.As shown in Figure 2, the method for this embodiment specifically can comprise the following steps:
S202, client gathers user's note behavioural information, comprise the information such as calling number, called number and the user processing behavior to note, client can only gather the note behavioural information of the 1st class (do not read, directly delete) and the 4th class (reading reply or forwarding short message) processing behavior.
S204, in the time that the note behavioural information gathering is accumulated to some, the user's who collects note behavioural information is uploaded to refuse messages recognition system by client.
S206, refuse messages recognition system identification note behavioural information; S206a, in the time that user is the 4th kind of behavior to the processing behavior of note, is defined as calling number good friend's number to be verified of called number; S206b, in the time that user is the 1st kind of behavior to the processing behavior of note, is defined as doubtful refuse messages number by calling number.
S208, judge whether good friend's number to be verified is good friend's number, if the good friend who has at least N1 relationship strength be greater than M1 in called good friend carries out the 4th kind of behavior to the note from same calling number and reads and reply or forwarding short message, this calling number can be confirmed as this called good friend's number, then performs step S210; Otherwise, execution step S216.
S210, is updated to good friend's relation list by good friend's number.
S212, judge whether doubtful refuse messages number is refuse messages number, if have at least good friend that N2 relationship strength be greater than M2 in called good friend to not reading direct deletion from the note of same calling number, this calling number can be confirmed as refuse messages number, then performs step S214; Otherwise, execution step S216.
It should be noted that, step S208 and step S212 be order in no particular order.
S214, is updated to refuse messages list of numbers by refuse messages number.
S216, can delete corelation behaviour information.
Above-described embodiment, based on the processing behavior of user's note in social networks, analyze the joint act characteristic information of good friend to note processing, utilize " social common recognition " between good friend to determine refuse messages number, and then identify refuse messages, this novel refuse messages recognition methods takes full advantage of the processing behavior of user to note, can set up rapidly intelligently the refuse messages list of numbers of filtrating rubbish short message, thereby solve the problem in conventional garbage note recognition technology, the network equipment too being relied on.
After identifying refuse messages, can carry out filtration treatment to refuse messages.
Fig. 3 illustrates the filtering junk short messages handling process schematic diagram of an illustrative embodiment of the invention.As shown in Figure 3, the method for this embodiment specifically can comprise the following steps:
S302, sms center is received the route requests of a certain note.
S304, sms center extracts calling number and the called number in note, and as input parameter, calls the interface of refuse messages recognition system in the present invention.
S306, whether the refuse messages list of numbers that refuse messages recognition system is searched called number has calling number, if had, this note is refuse messages, if do not had, this note is non-refuse messages, and returns to recognition result to sms center.
S308, the recognition result that sms center basis is returned, S308a, if refuse messages, short message carries out filtration treatment, S308b, if be non-refuse messages, carries out normal route.
Above-described embodiment, identifies after refuse messages based on refuse messages recognition methods provided by the invention, and note is carried out to corresponding route or filtration treatment, makes the processing speed of note faster.
Fig. 5 illustrates the refuse messages recognition system structural representation of an illustrative embodiment of the invention.As shown in Figure 5, the system of this embodiment comprises:
Number information Classification and Identification module 502, for receiving user's the note behavioural information of client upload, and determines good friend's number to be verified and doubtful refuse messages number according to the note behavioural information receiving;
Number information filtering policy control module 504, for the note behavioural information to same calling number according to the called good friend of good friend's relation list, in good friend's number to be verified, determine good friend's number, in doubtful refuse messages number, determine refuse messages number, and good friend's number is updated to good friend's relation list; And
Garbage information filtering policy enforcement module 506, for determining refuse messages according to refuse messages number.
Wherein, number information Classification and Identification module 502, specifically can be for the user's of reception client upload note behavioural information, and note behavioural information comprises: calling number, called number and the user processing behavior to note; In the time that user is reading reply or forwarding short message to the processing behavior of note, calling number is defined as to good friend's number to be verified of called number; When user is while not reading direct deletion to the processing behavior of note, calling number is defined as to doubtful refuse messages number.
Wherein, number information filtering policy control module 504 can comprise:
Good friend's number filtering policy control unit, if have at least good friend that N1 relationship strength be greater than M1 to reading and reply or forwarding short message from the note of same calling number for called good friend, this calling number is confirmed as this called good friend's number, and wherein N1 and M1 are preset value; And
Refuse messages number filtering policy control unit, if have at least good friend that N2 relationship strength be greater than M2 to not reading direct deletion from the note of same calling number for called good friend, this calling number is confirmed as refuse messages number, and wherein N2 and M2 are preset value.
Wherein, garbage information filtering policy enforcement module 506, specifically can be in the time that the calling number of note be in refuse messages number, and this note is defined as refuse messages.
Garbage information filtering policy enforcement module 506, can also be used in the time of called good friend's number in this note of the calling number of note, and this note is defined as non-refuse messages.
Wherein, good friend's number and refuse messages number can be preserved by tabular form.
Fig. 6 illustrates the refuse messages recognition system structural representation of another exemplary embodiment of the present invention.As shown in Figure 6, this refuse messages recognition system can also comprise: good friend's relation list builds module 608, for form initial good friend's relation list according to address list.
Good friend's relation list builds module 608, there is no good friend's number if can also be used for called good friend's relation list, and good friend's number is added in called good friend's relation list; If there is good friend's number in called good friend's relation list, good friend's number and called relationship strength are increased to preset value.
Above-described embodiment, based on the processing behavior of user's note in social networks, analyze the joint act characteristic information of good friend to note processing, utilize " social common recognition " between good friend to determine refuse messages number, and then identify refuse messages, this novel refuse messages recognition methods takes full advantage of the processing behavior of user to note, can set up rapidly intelligently the refuse messages list of numbers of filtrating rubbish short message, thereby solve the problem in conventional garbage note recognition technology, the network equipment too being relied on.
Fig. 7 illustrates the filtering junk short messages system configuration schematic diagram of an illustrative embodiment of the invention.As shown in Figure 7, the filtering junk short messages system of this embodiment comprises: client 702, address list platform 704, refuse messages recognition system 706 and sms center 708.Client 702 is for gathering user's note behavioural information, and the user's of collection note behavioural information is uploaded to refuse messages recognition system 706, for example, can upload to the number information Classification and Identification module 502 in refuse messages recognition system 706.Address list platform 704 is for providing address list to refuse messages recognition system 706, and for example, good friend's relation list that can offer in refuse messages recognition system 706 builds module 608.Whether sms center 708 is refuse messages for identify note by refuse messages recognition system 706, to process accordingly, for example, sms center 708 can be by the garbage information filtering policy enforcement module 506 in interface interchange refuse messages recognition system 706, whether to identify note as refuse messages.
Above-described embodiment, identifies after refuse messages based on refuse messages recognition system provided by the invention, and note is carried out to corresponding route or filtration treatment, makes the processing speed of note faster.
One of ordinary skill in the art will appreciate that all or part of step that realizes above-described embodiment can complete by hardware, also can carry out the hardware that instruction is relevant by program completes, described program can be stored in a kind of computer-readable recording medium, the above-mentioned storage medium of mentioning can be read-only memory, disk or CD etc.
The foregoing is only preferred embodiment of the present invention, in order to limit the present invention, within the spirit and principles in the present invention not all, any modification of doing, be equal to replacement, improvement etc., within all should being included in protection scope of the present invention.
Claims (15)
1. a refuse messages recognition methods, comprising:
Receive the user's of client upload note behavioural information, and determine good friend's number to be verified and doubtful refuse messages number according to the described note behavioural information receiving;
Note behavioural information according to good friend called in good friend's relation list to same calling number, in described good friend's number to be verified, determine good friend's number, in described doubtful refuse messages number, determine refuse messages number, and described good friend's number is updated to described good friend's relation list;
Determine refuse messages according to described refuse messages number.
2. method according to claim 1, is characterized in that, described note behavioural information comprises: calling number, called number and the user processing behavior to note;
The described described note behavioural information according to reception determines that good friend's number to be verified and doubtful refuse messages number comprise:
In the time that user is reading reply or forwarding short message to the processing behavior of note, calling number is defined as to good friend's number to be verified of called number;
When user is while not reading direct deletion to the processing behavior of note, calling number is defined as to doubtful refuse messages number.
3. method according to claim 1, is characterized in that, described according to good friend called in good friend's relation list the note behavioural information to same calling number, in described good friend's number to be verified, determine good friend's number and comprise:
If have at least good friend that N1 relationship strength be greater than M1 in called good friend to reading and reply or forwarding short message from the note of same calling number, this calling number is confirmed as this called good friend's number, and wherein N1 and M1 are preset value.
4. method according to claim 1, is characterized in that, described according to good friend called in good friend's relation list the note behavioural information to same calling number, in described doubtful refuse messages number, determine refuse messages number and comprise:
If have at least good friend that N2 relationship strength be greater than M2 in called good friend to not reading direct deletion from the note of same calling number, this calling number is confirmed as refuse messages number, and wherein N2 and M2 are preset value.
5. method according to claim 1, is characterized in that, describedly described good friend's number is updated to described good friend's relation list comprises:
If there is no described good friend's number in called described good friend's relation list, described good friend's number is added in called described good friend's relation list;
If there is described good friend's number in called described good friend's relation list, described good friend's number and called relationship strength are increased to preset value.
6. method according to claim 1, is characterized in that, described described good friend's number is updated to before described good friend's relation list and is also comprised:
Form good friend's relation list according to address list.
7. method according to claim 1, is characterized in that, describedly determines that according to described refuse messages number refuse messages comprises:
In the time that the calling number of note is in described refuse messages number, this note is defined as refuse messages.
8. according to the method described in claim 1 or 7, it is characterized in that, also comprise:
When in the calling number of the note called good friend's number in this note, this note is defined as non-refuse messages.
9. a refuse messages recognition system, comprising:
Number information Classification and Identification module, for receiving user's the note behavioural information of client upload, and determines good friend's number to be verified and doubtful refuse messages number according to the described note behavioural information receiving;
Number information filtering policy control module, for the note behavioural information to same calling number according to the called good friend of good friend's relation list, in described good friend's number to be verified, determine good friend's number, in described doubtful refuse messages number, determine refuse messages number, and described good friend's number is updated to described good friend's relation list;
Garbage information filtering policy enforcement module, for determining refuse messages according to described refuse messages number.
10. system according to claim 9, is characterized in that, described number information Classification and Identification module, specifically for
The note behavioural information that receives the user of client upload, described note behavioural information comprises: calling number, called number and the user processing behavior to note;
In the time that user is reading reply or forwarding short message to the processing behavior of note, calling number is defined as to good friend's number to be verified of called number;
When user is while not reading direct deletion to the processing behavior of note, calling number is defined as to doubtful refuse messages number.
11. systems according to claim 9, is characterized in that, described number information filtering policy control module comprises:
Good friend's number filtering policy control unit, if have at least good friend that N1 relationship strength be greater than M1 to reading and reply or forwarding short message from the note of same calling number for called good friend, this calling number is confirmed as this called good friend's number, and wherein N1 and M1 are preset value; And
Refuse messages number filtering policy control unit, if have at least good friend that N2 relationship strength be greater than M2 to not reading direct deletion from the note of same calling number for called good friend, this calling number is confirmed as refuse messages number, and wherein N2 and M2 are preset value.
12. systems according to claim 9, is characterized in that, described system also comprises:
Good friend's relation list builds module, for forming good friend's relation list according to address list.
13. systems according to claim 12, is characterized in that, described good friend's relation list builds module, also for
If there is no described good friend's number in called described good friend's relation list, described good friend's number is added in called described good friend's relation list;
If there is described good friend's number in called described good friend's relation list, described good friend's number and called relationship strength are increased to preset value.
14. systems according to claim 9, is characterized in that, described garbage information filtering policy enforcement module, specifically for
In the time that the calling number of note is in described refuse messages number, this note is defined as refuse messages.
15. according to the system described in claim 9 or 14, it is characterized in that, described garbage information filtering policy enforcement module, also for
When in the calling number of the note called good friend's number in this note, this note is defined as non-refuse messages.
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|---|---|---|---|
| CN201210421843.XA CN103796184B (en) | 2012-10-30 | 2012-10-30 | Refuse messages recognition methods and system |
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| CN201210421843.XA CN103796184B (en) | 2012-10-30 | 2012-10-30 | Refuse messages recognition methods and system |
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| CN103796184A true CN103796184A (en) | 2014-05-14 |
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| CN106777245A (en) * | 2016-12-27 | 2017-05-31 | 上海大汉三通通信股份有限公司 | A kind of short message type method of discrimination, system and short message managing platform |
| WO2017193997A1 (en) * | 2016-05-12 | 2017-11-16 | 中兴通讯股份有限公司 | Short message filtering method and system |
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