CN102480705A - Method and system for filtering spam messages according to phone number relation diagram - Google Patents
Method and system for filtering spam messages according to phone number relation diagram Download PDFInfo
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- CN102480705A CN102480705A CN2010105616420A CN201010561642A CN102480705A CN 102480705 A CN102480705 A CN 102480705A CN 2010105616420 A CN2010105616420 A CN 2010105616420A CN 201010561642 A CN201010561642 A CN 201010561642A CN 102480705 A CN102480705 A CN 102480705A
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Abstract
The invention discloses a method and a system for filtering spam messages according to a phone number relation diagram. The method includes a step of building a phone number relation diagram and a step of server judgment, wherein the step of building the phone number relation diagram is used for receiving phone number lists, blacklists and white lists which are uploaded by cellphones of all users and generating the phone number relation diagram by gathering the phone number lists, the blacklists and the white lists, and step of server judgment is used for processing spam message judging orders sent by the cellphones of the users and judging whether messages of a message sending number are spam messages or not according to the phone number relation diagram, and then feeding results back to the cellphones of the users. By the method, phone number lists, blacklists and white lists of cellphone users in the system can be uploaded to the server to be gathered to form the phone number relation diagram, so that whether messages received by the cellphones are spam messages or not can be judged, and the users can believe in phone number lists, blacklists and white lists of friends. For a phone number without direct relation and indirect relation, the method of judging according to importance of the phone number in the whole phone number relation diagram is more effective than the method of judging the same according to an individual user or simple overlaid data of users.
Description
Technical field
The present invention relates to communication technique field, more particularly, relate to a kind of method and system according to number graph of a relation filtrating rubbish short message.
Background technology
SMS is the communication modes that is widely used, and it uses and brings convenience for people's life.The refuse messages of advertisement, distribution even the illegal contents of agreeing without the recipient or requiring brings puzzlement for numerous cellies.Common method for filtering spam short messages has following several kinds, though these methods filtrating rubbish short message to a certain extent, each all has shortcoming separately:
1, the method for sms center filtrating rubbish short message is meant at mobile communications network sms center (SMSC) and goes up the filtering junk short messages device of realizing.The common methods that sms center filters has:
A) content keyword filters.Such as to the refuse messages of promoting false invoice, filter the note that comprises " invoice " keyword.
B) send frequency monitoring, the number that sends a large amount of short messages in a period of time is set at suspicious number, do to shut down and handle.
Filter and send on the basis of frequency monitoring at content keyword, can develop and various file classification methods, as rule-based method, Bayes, SVMs (Support Vector Machines, SVM) etc.Thereby make filtration system that learning ability arranged, carry out adaptive filtering junk short messages.
The maximum problem of the method for sms center filtrating rubbish short message is by Virtual network operator filtering rule to be set, and the user can't participate in.If the filtering rule that Virtual network operator is provided with is very strict, filter out some useful notes possibly, and user even can not give the note that is filtered for change, this can cause damage to the user, and is serious even cause and complain and lawsuit.And if filtering rule is too loose, the validity of filtration is just had a greatly reduced quality.And the definition of refuse messages is subjective, and specific note possibly be refuse messages and be not refuse messages to other users to certain customers.So accurate filtering junk short messages must be personalized, and the sms center that does not have the user to participate in filters the balance that is difficult to reach effective filtration and accurate filtration.
2, the method for mobile phone white list filtrating rubbish short message is that the user is provided with the note that only receives assigned number (white list) on mobile phone, and white list is all thought refuse messages with the note that External Number sends.The validity that the mobile phone white list filters is high, but accuracy rate is relatively low, can filter out some useful notes.The information of sending such as the colleague of unfamiliar company etc.
3, the method for mobile phone blacklist filtrating rubbish short message is that the user is provided with the number blacklist on mobile phone.The note that number is sent on the blacklist will be by automatic fitration.The accuracy that the mobile phone blacklist filters is high, but validity is low.Because the refuse messages sender often changes the transmission number, can't filter the refuse messages that new digit is sent according to the mobile phone blacklist.
4, the method for network blacklist filtrating rubbish short message is that the application program on the mobile phone uploads to the webserver with the blacklist (or refuse messages complaint) that the user is provided with.The all users' of server polymerization blacklist, thus can do more effective filtration to refuse messages.
The network blacklist has been compared very much progress than mobile phone blacklist method.As long as there is the user that spam SMS sender number is added blacklist, other users also can filter out the refuse messages that this number sends.But this brings new problem again, and for example whether party a subscriber should believe the blacklist that party b subscriber is provided with, if certain number passive armor is made as blacklist, is set to white list by second, and then whom other users should believe.The root that produces this type problem is the contact of not setting up between the user.
Summary of the invention
The technical problem that the present invention will solve is, can't ensure the defective of validity and accuracy rate simultaneously to the method for existing filtrating rubbish short message, and a kind of method of intelligently filters refuse messages is provided, and makes the refuse messages recipient avoid bothering.
The technical solution adopted for the present invention to solve the technical problems is: construct a kind of method and system according to number graph of a relation filtrating rubbish short message; Through all users' in the system address list, blacklist and white list polymerization are together formed the number graph of a relation, judge through this number graph of a relation whether the note that the number of posting a letter is sent out is refuse messages.
According to a first aspect of the invention, a kind of method according to number graph of a relation filtrating rubbish short message is provided, has comprised:
Number graph of a relation establishment step is used to receive address list, blacklist and the white list that mobile phone is uploaded, and all users' address list, blacklist and white list polymerization formed the number graph of a relation;
The server determining step; Be used for the refuse messages judgement request that the process user mobile phone sends; Said refuse messages is judged post a letter number and the receiving number information that comprises note in the request; And judge according to said number graph of a relation whether the note of this number of posting a letter is refuse messages, and the result is returned to user mobile phone.
In the described method according to number graph of a relation filtrating rubbish short message according to first aspect present invention, said server determining step comprises:
Number concerns determining step; In said number graph of a relation, retrieve the relation of post a letter number and receiving number; If it is irrelevant then carry out the significance level determining step with receiving number; If with receiving number relation is arranged then judges that whether this relation is the blacklist relation, is then to be refuse messages, otherwise is not refuse messages;
The significance level determining step calculates the significance level of number in the number graph of a relation of posting a letter through following formula, if be lower than predetermined threshold value then be refuse messages, otherwise is not refuse messages:
I＝A*m+B*n+C*k；
Wherein, M is that the number of posting a letter is cited as the quantity of address book contact relation in the number graph of a relation, and n is that the number of posting a letter is cited as the quantity of white list relation in the number graph of a relation, and k is that the number of posting a letter is cited as the quantity of blacklist relation at the number graph of a relation; A, B and C are preset weighted factor; A and B be greater than zero, and A is greater than B, and C is less than zero.
In the described method according to number graph of a relation filtrating rubbish short message according to first aspect present invention, said number concerns that determining step further comprises:
Shallow search step, in said number graph of a relation the degree of depth smaller or equal to 2 scope in the post a letter relation of number and receiving number of search, find and then carry out blacklist and concern determining step, otherwise carry out dark search step;
Dark search step, the degree of depth equals the post a letter relation of number and receiving number of search in 3 the scope in said number graph of a relation, find then to carry out blacklist and concern determining step, otherwise execution significance level determining step;
Blacklist concerns determining step, judges in the relation find at least one section for blacklist concerns, is then to be judged as refuse messages, otherwise is not refuse messages.
In described method, also comprise according to number graph of a relation filtrating rubbish short message according to first aspect present invention:
Address list and black and white lists establishment step are used to preserve address list, blacklist and the white list on the mobile phone and are uploaded to said server;
The mobile phone determining step; Be used for judging according to the address list on the mobile phone, blacklist and white list whether the note that mobile phone is received is refuse messages; If can not differentiate then send refuse messages and judge and to ask to server, and the refuse messages judged result returned of reception server.
In the described method according to number graph of a relation filtrating rubbish short message according to first aspect present invention, said mobile phone determining step further comprises:
The address list determining step is searched the number of posting a letter of said note in the address list of mobile phone, has then to judge it is not refuse messages, otherwise can not judged result;
The blacklist determining step is searched the number of posting a letter of said note in the blacklist of mobile phone, has then to judge being refuse messages, otherwise can not judged result;
The white list determining step is searched the number of posting a letter of said note in the white list of mobile phone, has then to judge it is not refuse messages, otherwise can not judged result;
If the request forwarding step can not judged result after executing address list determining step, blacklist determining step and white list determining step, then sends refuse messages to server and judges request;
Receiving step as a result, the refuse messages judged result that reception server returns.
According to second aspect present invention, a kind of system according to number graph of a relation filtrating rubbish short message is provided, comprise being used for server and at least one user mobile phone that refuse messages is judged; Said server comprises:
Number graph of a relation module is used to receive address list, blacklist and the white list that mobile phone is uploaded, and all users' address list, blacklist and white list polymerization formed the number graph of a relation;
The server judge module; Be used for the refuse messages judgement request that the process user mobile phone sends; Said refuse messages is judged post a letter number and the receiving number information that comprises note in the request; Said server judge module judges according to said number graph of a relation whether the note of this number of posting a letter is refuse messages, and the result is returned to user mobile phone.
In the described system according to number graph of a relation filtrating rubbish short message according to second aspect present invention, said server judge module comprises:
Number concerns judging unit; In said number graph of a relation, retrieve the relation of post a letter number and receiving number; If it is irrelevant then start the significance level judging unit with receiving number; If with receiving number relation is arranged then judges that whether this relation is the blacklist relation, is then to be refuse messages, otherwise is not refuse messages;
The significance level judging unit calculates the significance level of number in the number graph of a relation of posting a letter through following formula, if be lower than predetermined threshold value then be refuse messages, otherwise is not refuse messages:
I＝A*m+B*n+C*k；
Wherein, M is that the number of posting a letter is cited as the quantity of address book contact relation in the number graph of a relation, and n is that the number of posting a letter is cited as the quantity of white list relation in the number graph of a relation, and k is that the number of posting a letter is cited as the quantity of blacklist relation at the number graph of a relation; A, B and C are preset weighted factor; A and B be greater than zero, and A is greater than B, and C is less than zero.
In the described system according to number graph of a relation filtrating rubbish short message according to second aspect present invention, said number concerns that judging unit further comprises:
Shallow search unit, in said number graph of a relation the degree of depth smaller or equal to 2 scope in the post a letter relation of number and receiving number of search, find then to start blacklist and concern judging unit, otherwise start dark search unit;
Dark search unit, the degree of depth equals the post a letter relation of number and receiving number of search in 3 the scope in said number graph of a relation, find then to start blacklist and concern judging unit, otherwise startup significance level judging unit;
Blacklist concerns judging unit, judges in the relation find at least one section for blacklist concerns, is then to be judged as refuse messages, otherwise is not refuse messages.
In described system, also comprise according to number graph of a relation filtrating rubbish short message according to second aspect present invention:
Address list and black and white lists module are used to preserve address list, blacklist and the white list on the mobile phone and are uploaded to said server;
The mobile phone judge module; Be used for judging according to the address list on the mobile phone, blacklist and white list whether the note that mobile phone is received is refuse messages; If can not differentiate then send refuse messages and judge and to ask to server, and the refuse messages judged result returned of reception server.
In the described system according to number graph of a relation filtrating rubbish short message according to second aspect present invention, said mobile phone judge module further comprises:
The address list judging unit is searched the number of posting a letter of said note in the address list of mobile phone, has then to judge it is not refuse messages, otherwise can not judged result;
The blacklist judging unit is searched the number of posting a letter of said note in the blacklist of mobile phone, has then to judge being refuse messages, otherwise can not judged result;
The white list judging unit is searched the number of posting a letter of said note in the white list of mobile phone, has then to judge it is not refuse messages, otherwise can not judged result;
If request transmitting unit can not judged result after executing address list judging unit, blacklist judging unit and white list judging unit, be then sent refuse messages to server and is judged request;
Receiving element as a result, the refuse messages judged result that reception server returns.
The method and system according to number graph of a relation filtrating rubbish short message of embodiment of the present invention; Have following beneficial effect: the present invention uploads onto the server user's in the system address list, blacklist and white list and condense together and constitutes the number graph of a relation; And when mobile phone can't be judged, send refuse messages and judge that request is to server; Thereby judge whether to be refuse messages according to said number graph of a relation; Make the user can trust friend's address list, blacklist and white list; And, judge according to its significance level in whole number graph of a relation whether it is spam SMS sender number for not having directly and the number of posting a letter of indirect association, this method beguine is more effective according to the method for independent certain user or simple superposition user data.
Description of drawings
To combine accompanying drawing and embodiment that the present invention is described further below, in the accompanying drawing:
Fig. 1 is the preferred embodiment flow chart according to the method according to number graph of a relation filtrating rubbish short message of the present invention;
Fig. 2 is the flow chart according to server determining step in the preferred embodiment of the method according to number graph of a relation filtrating rubbish short message of the present invention;
Fig. 3 is the flow chart according to mobile phone determining step in the preferred embodiment of the method according to number graph of a relation filtrating rubbish short message of the present invention;
Fig. 4 is the module diagram according to first embodiment of the system according to number graph of a relation filtrating rubbish short message of the present invention;
Fig. 5 is the module diagram according to server judge module among first embodiment of the system according to number graph of a relation filtrating rubbish short message of the present invention;
Fig. 6 is the module diagram according to second embodiment of the system according to number graph of a relation filtrating rubbish short message of the present invention;
Fig. 7 is the module diagram according to mobile phone judge module among second embodiment of the system according to number graph of a relation filtrating rubbish short message of the present invention.
Embodiment
In order to make the object of the invention, technical scheme and advantage clearer,, the present invention is further elaborated below in conjunction with accompanying drawing and embodiment.
See also Fig. 1, be preferred embodiment flow chart according to the method according to number graph of a relation filtrating rubbish short message of the present invention.Method according to number graph of a relation filtrating rubbish short message among this embodiment comprises number graph of a relation establishment step and server determining step, and as shown in Figure 1, method S100 provided by the invention starts from step S102:
Subsequently, in next step S104, receive address list, blacklist and white list that mobile phone is uploaded.
Subsequently, in next step S106, with all users' address list, blacklist and white list polymerization formation number graph of a relation.
Subsequently, in next step S108, receive the refuse messages judgement request that user mobile phone sends, said refuse messages is judged post a letter number and the receiving number information that comprises note in the request.
Subsequently, in next step S110, and judge according to said number graph of a relation whether the note of this number of posting a letter is refuse messages, and the result is returned to user mobile phone.This server determining step further comprises: number concerns determining step and significance level determining step.Wherein concern in the determining step at number; In said number graph of a relation, retrieve the relation of post a letter number and receiving number; If it is irrelevant then carry out the significance level determining step with receiving number; If with receiving number relation is arranged then judges that whether this relation is the blacklist relation, is then to be refuse messages, otherwise is not refuse messages.Subsequently in the significance level determining step, calculate the significance level of number in the number graph of a relation of posting a letter through following formula, if be lower than predetermined threshold value then be refuse messages, otherwise be not refuse messages:
I＝A*m+B*n+C*k；
Wherein, M is that the number of posting a letter is cited as the quantity of address book contact relation in the number graph of a relation, and n is that the number of posting a letter is cited as the quantity of white list relation in the number graph of a relation, and k is that the number of posting a letter is cited as the quantity of blacklist relation at the number graph of a relation; A, B and C are preset weighted factor; A and B be greater than zero, and A is greater than B, and C is less than zero.Result of calculation I is big more, and this number of explanation is important more in graph of a relation.
At last, method S100 ends at step S112.
In the said method of present embodiment, mobile phone only need be carried out and upload address list and operation black, white list, and the proposition refuse messages judges that the refuse messages judged result of request and reception server gets final product.In the present invention, when mobile phone was not refuse messages in the note that acknowledges receipt of, then program notified the user to receive new message with modes such as sound, vibration, screen displays.When if the note that acknowledges receipt of is refuse messages, can puts it into the dustbin of note, and can not remind the user.The user can open the dustbin of note and consult note wherein if desired.
See also Fig. 2, be flow chart according to server determining step in the preferred embodiment of the method according to number graph of a relation filtrating rubbish short message of the present invention.As shown in Figure 2, server determining step S200 starts from:
In step S202, receive the refuse messages judgement request that user mobile phone sends, start the server determining step.
Subsequently, in next step S204, carry out shallow search step, in said number graph of a relation, smaller or equal in 2 the scope, the relation that number and receiving number are posted a letter in search finds then execution in step S212 with the degree of depth, otherwise execution in step S206.
Subsequently, in next step S206, carry out dark search step, in said number graph of a relation, equal with the degree of depth in 3 the scope, the relation that number and receiving number are posted a letter in search finds then execution in step S212, otherwise execution in step S208;
Subsequently, in next step S208, calculate the significance level of number in the number graph of a relation of posting a letter,, otherwise change step S214 if be lower than predetermined threshold value then change step S216 through above-mentioned formula.
In step S208, carry out blacklist and concern determining step, judge in the relation that finds at least one section for blacklist concerns, be then to change step S216, otherwise commentaries on classics step S214.
In step S214, judge that the note that the number of posting a letter is sent out does not belong to refuse messages, and this judged result is returned to user mobile phone.
In step S216, judge that the note that the number of posting a letter is sent out belongs to refuse messages, and this judged result is returned to user mobile phone.
In a further embodiment, the present invention also when mobile phone is received new message, judges whether to be refuse messages according to local data (address list and black and white lists) earlier, if can't judge that transferring to the webserver again judges.Therefore, not only need carry out address list and black and white lists establishment step, promptly preserve address list, blacklist and the white list on the mobile phone and be uploaded to said server at the software section of user mobile phone; Also need carry out the mobile phone determining step; Be used for judging according to the address list on the mobile phone, blacklist and white list whether the note that mobile phone is received is refuse messages; If can not differentiate then send refuse messages and judge and to ask to server, and the refuse messages judged result returned of reception server.
Please combine to consult Fig. 3, be flow chart according to mobile phone determining step in the preferred embodiment of the method according to number graph of a relation filtrating rubbish short message of the present invention.As shown in Figure 3, the mobile phone determining step S300 that present embodiment provides starts from:
In step S302, receive note, extract post a letter number and content number.
In step S304, carry out the address list determining step, in the address list of mobile phone, search the number of posting a letter of said note, having then changes step S316 and judges it is not refuse messages, otherwise continues execution in step S306.
In step S306, carry out the blacklist determining step, in the blacklist of mobile phone, search the post a letter number or the content number of said note, having then changes step S314 and judges it is refuse messages, otherwise continues execution in step S308.
In step S308, carry out the white list determining step, in the white list of mobile phone, search the number of posting a letter of said note, having then changes step S316 and judges it is not refuse messages, otherwise continues execution in step S310.
In step S310, carry out the request forwarding step, after executing address list determining step, blacklist determining step and white list determining step,, then send refuse messages and judge request to server if can't take a decision as to whether refuse messages.The parameter of request is loCal number, SMS sender number (number of promptly posting a letter) and content number.The order of above-mentioned steps S306, S308 and S310 is preferred order, in practical operation, can carry out by order change, for example can carry out the address list determining step earlier, carries out the white list determining step again, carries out the blacklist determining step again.
In step S312, the refuse messages judged result that execution result receiving step, reception server return, execution in step S314 judges it is refuse messages according to the result, perhaps execution in step S316 judges it is not refuse messages according to the result.
See also Fig. 4, be module diagram according to first embodiment of the system according to number graph of a relation filtrating rubbish short message of the present invention.As shown in Figure 4, the system according to number graph of a relation filtrating rubbish short message provided by the invention comprises the server 400 that is used for the refuse messages judgement, and at least one user mobile phone.This server 400 further comprises server judge module 402 and number graph of a relation module 404.
Wherein, number graph of a relation module 404 is used to receive address list, blacklist and the white list that mobile phone is uploaded, and all users' address list, blacklist and white list polymerization formed the number graph of a relation.
See also Fig. 5, be module diagram according to server judge module among first embodiment of the system according to number graph of a relation filtrating rubbish short message of the present invention.As shown in Figure 5, server judge module 500 comprises: number concerns judging unit 510 and significance level judging unit 520.
Wherein, Number concerns that judging unit 510 retrieves the relation of post a letter number and receiving number in said number graph of a relation; If it is irrelevant then start the significance level judging unit with receiving number; If with receiving number relation is arranged then judges that whether this relation is the blacklist relation, is then to be refuse messages, otherwise is not refuse messages.This number concerns that judging unit 510 comprises that further shallow search unit 502, dark search unit 504 and blacklist concern judging unit 506.
Blacklist concerns judging unit 506, and whether judge has at least one section to be the blacklist relation, to be then to be judged as refuse messages, otherwise to judge it is not refuse messages in the relation that finds.
Significance level judging unit 520 calculates the significance level of number in the number graph of a relation of posting a letter through following formula, if be lower than predetermined threshold value then be refuse messages, otherwise is not refuse messages:
I＝A*m+B*n+C*k；
Wherein, M is that the number of posting a letter is cited as the quantity of address book contact relation in the number graph of a relation, and n is that the number of posting a letter is cited as the quantity of white list relation in the number graph of a relation, and k is that the number of posting a letter is cited as the quantity of blacklist relation at the number graph of a relation; A, B and C are preset weighted factor; A and B be greater than zero, and A is greater than B, and C is less than zero.
See also Fig. 6, be module diagram according to second embodiment of the system according to number graph of a relation filtrating rubbish short message of the present invention.As shown in Figure 6, the system 600 according to number graph of a relation filtrating rubbish short message that this embodiment provides comprises server 610 and at least one mobile phone 620.Wherein, server 610 is identical with the function and the structure of the server 400 of first embodiment.
And user mobile phone 620 further comprises: mobile phone judge module 606 and address list and black and white lists module 608.
Wherein, address list and black and white lists module 608 are used to preserve address list, blacklist and the white list on the mobile phone and are uploaded to the number graph of a relation module 604 of said server.Address book data is from the address list program of embedded in mobile phone, and black and white lists is the number of user's setting.
The mobile phone judge module is used for judging according to the address list on the mobile phone, blacklist and white list whether the note that mobile phone is received is refuse messages; If can not differentiate then send refuse messages and judge and to ask server judge module 620 to server 610, and the refuse messages judged result returned of reception server 610.
Please combine to consult Fig. 7, be module diagram according to mobile phone judge module among second embodiment of the system according to number graph of a relation filtrating rubbish short message of the present invention.As shown in Figure 7, the mobile phone judge module 700 that this enforcement provides further comprises: address list judging unit 702, blacklist judging unit 704, white list judging unit 706, request transmitting unit 708 and receiving element 710 as a result.Wherein, search the number of posting a letter of said note in the address list of address list judging unit 702 mobile phones, have and then judge it is not refuse messages, otherwise can not judge.Blacklist judging unit 704 is searched the post a letter number or the content number of said note in the blacklist of mobile phone, have then to judge it is refuse messages, otherwise can not judge.White list judging unit 706 is searched the number of posting a letter of said note in the white list of mobile phone, have then to judge it is not refuse messages, otherwise can not judge.Above-mentioned address list judging unit 702, blacklist judging unit 704 and white list judging unit 706 do not limit execution sequence.After the letter note of receiving need be passed through address list judging unit 702, blacklist judging unit 704 and 706 judgements of white list judging unit,, then send refuse messages to server and judge request by request transmitting unit 708 if can't judge the result.The parameter of request is loCal number, SMS sender number (number of promptly posting a letter) and content number.And the refuse messages judged result of returning by receiving element 710 reception servers as a result.
The user uses the system according to number graph of a relation filtrating rubbish short message of the present invention earlier special short message application program will be installed on mobile phone.This short message application program has the function of normal short message program, as receiving note, write note, send note, browse note, managing note etc.For realizing the filtering junk short messages based on the number graph of a relation, this program also has following several specific functions:
1. at first judge whether to be refuse messages after receiving new message,, then note is put into dustbin, do not pointed out new message if judge it is refuse messages.If judge it is normal note, then receive new message to user prompt.
2. the user is when reading note, and can specify this note easily is refuse messages, and the program number of will posting a letter is put into blacklist with content number (the content number is from short message content, extract zero to a plurality of telephone numbers).
3. the user can browse the note dustbin, can specify that note is normal note in the dustbin, and will post a letter number and content number of program deleted from blacklist, and signalling is piled up into white list.
Such short message application program can be quick, intelligent filtrating rubbish short message, make the user avoid bothering of refuse messages.
In sum, in the present invention, have following technical characterstic: on the webserver polymerization a plurality of users' cell phone address book and black and white lists, formed the method and apparatus of number graph of a relation; Calculating according to the number graph of a relation on the webserver between two numbers directly and the method for indirect association; On the webserver, calculated the significance level of number according to the number graph of a relation; After the user specified refuse messages, will post a letter number and content number were all put into blacklist; And mobile phone judges whether to be refuse messages according to local data (address list and black and white lists) earlier when receiving new message, if can't judge that transferring to the webserver again judges.
Compare with the method for sms center filtrating rubbish short message, the method that the present invention sets forth is the filtration of carrying out according to user's setting and the position of user in the number graph of a relation, is personalized intelligently filters.And the note that filters out can not lose in dustbin, can not cause customer complaint.
Compare with the method for network blacklist filtrating rubbish short message, the method that the present invention sets forth has been compared very much progress than mobile phone blacklist.As long as there is the user that spam SMS sender number is added blacklist, the number graph of a relation that the method that the present invention sets forth has utilized the people that is related, blacklist and white list to constitute.The user can trust friend (contact person's) blacklist, and even friend's friend's blacklist.And, judge according to its significance level in whole number graph of a relation whether it is spam SMS sender number for not having directly and the number of posting a letter of indirect association.This is the application of a kind of group wisdom (Collective Intelligence), and beguine is more effective according to the method for independent certain user or simple superposition user data.
The present invention is the big special project of the high basic weight of country nuclear-towards one of scientific achievement of the networked operating system of new network application model, and through the user is on probation in a small amount, effective filtrating rubbish short message, and practicality is good.
The present invention describes according to specific embodiment, but it will be understood by those skilled in the art that when not breaking away from the scope of the invention, can carry out various variations and be equal to replacement.In addition, for adapting to the specific occasion or the material of the present invention's technology, can carry out many modifications and not break away from its protection range the present invention.Therefore, the present invention is not limited to specific embodiment disclosed herein, and comprises that all drop into the embodiment of claim protection range.
Claims (10)
1. the method according to number graph of a relation filtrating rubbish short message is characterized in that, comprising:
Number graph of a relation establishment step is used to receive address list, blacklist and the white list that mobile phone is uploaded, and all users' address list, blacklist and white list polymerization formed the number graph of a relation;
The server determining step; Be used for the refuse messages judgement request that the process user mobile phone sends; Said refuse messages is judged post a letter number and the receiving number information that comprises note in the request; And judge according to said number graph of a relation whether the note of this number of posting a letter is refuse messages, and the result is returned to user mobile phone.
2. the method according to number graph of a relation filtrating rubbish short message according to claim 1 is characterized in that, said server determining step comprises:
Number concerns determining step; In said number graph of a relation, retrieve the relation of post a letter number and receiving number; If it is irrelevant then carry out the significance level determining step with receiving number; If with receiving number relation is arranged then judges that whether this relation is the blacklist relation, is then to be refuse messages, otherwise is not refuse messages;
The significance level determining step calculates the significance level of number in the number graph of a relation of posting a letter through following formula, if be lower than predetermined threshold value then be refuse messages, otherwise is not refuse messages:
I＝A*m+B*n+C*k；
Wherein, M is that the number of posting a letter is cited as the quantity of address book contact relation in the number graph of a relation, and n is that the number of posting a letter is cited as the quantity of white list relation in the number graph of a relation, and k is that the number of posting a letter is cited as the quantity of blacklist relation at the number graph of a relation; A, B and C are preset weighted factor; A and B be greater than zero, and A is greater than B, and C is less than zero.
3. the method according to number graph of a relation filtrating rubbish short message according to claim 2 is characterized in that, said number concerns that determining step further comprises:
Shallow search step, in said number graph of a relation the degree of depth smaller or equal to 2 scope in the post a letter relation of number and receiving number of search, find and then carry out blacklist and concern determining step, otherwise carry out dark search step;
Dark search step, the degree of depth equals the post a letter relation of number and receiving number of search in 3 the scope in said number graph of a relation, find then to carry out blacklist and concern determining step, otherwise execution significance level determining step;
Blacklist concerns determining step, judges in the relation find at least one section for blacklist concerns, is then to be judged as refuse messages, otherwise is not refuse messages.
4. the method according to number graph of a relation filtrating rubbish short message according to claim 1 is characterized in that, also comprises:
Address list and black and white lists establishment step are used to preserve address list, blacklist and the white list on the mobile phone and are uploaded to said server;
The mobile phone determining step; Be used for judging according to the address list on the mobile phone, blacklist and white list whether the note that mobile phone is received is refuse messages; If can not differentiate then send refuse messages and judge and to ask to server, and the refuse messages judged result returned of reception server.
5. the method according to number graph of a relation filtrating rubbish short message according to claim 4 is characterized in that, said mobile phone determining step further comprises:
The address list determining step is searched the number of posting a letter of said note in the address list of mobile phone, has then to judge it is not refuse messages, otherwise can not judged result;
The blacklist determining step is searched the number of posting a letter of said note in the blacklist of mobile phone, has then to judge being refuse messages, otherwise can not judged result;
The white list determining step is searched the number of posting a letter of said note in the white list of mobile phone, has then to judge it is not refuse messages, otherwise can not judged result;
If the request forwarding step can not judged result after executing address list determining step, blacklist determining step and white list determining step, then sends refuse messages to server and judges request;
Receiving step as a result, the refuse messages judged result that reception server returns.
6. the system according to number graph of a relation filtrating rubbish short message is characterized in that, comprises being used for server and at least one user mobile phone that refuse messages is judged; Said server comprises:
Number graph of a relation module is used to receive address list, blacklist and the white list that mobile phone is uploaded, and all users' address list, blacklist and white list polymerization formed the number graph of a relation;
The server judge module; Be used for the refuse messages judgement request that the process user mobile phone sends; Said refuse messages is judged post a letter number and the receiving number information that comprises note in the request; Said server judge module judges according to said number graph of a relation whether the note of this number of posting a letter is refuse messages, and the result is returned to user mobile phone.
7. the system according to number graph of a relation filtrating rubbish short message according to claim 6 is characterized in that, said server judge module comprises:
Number concerns judging unit; In said number graph of a relation, retrieve the relation of post a letter number and receiving number; If it is irrelevant then start the significance level judging unit with receiving number; If with receiving number relation is arranged then judges that whether this relation is the blacklist relation, is then to be refuse messages, otherwise is not refuse messages;
The significance level judging unit calculates the significance level of number in the number graph of a relation of posting a letter through following formula, if be lower than predetermined threshold value then be refuse messages, otherwise is not refuse messages:
I＝A*m+B*n+C*k；
Wherein, M is that the number of posting a letter is cited as the quantity of address book contact relation in the number graph of a relation, and n is that the number of posting a letter is cited as the quantity of white list relation in the number graph of a relation, and k is that the number of posting a letter is cited as the quantity of blacklist relation at the number graph of a relation; A, B and C are preset weighted factor; A and B be greater than zero, and A is greater than B, and C is less than zero.
8. the system according to number graph of a relation filtrating rubbish short message according to claim 7 is characterized in that, said number concerns that judging unit further comprises:
Shallow search unit, in said number graph of a relation the degree of depth smaller or equal to 2 scope in the post a letter relation of number and receiving number of search, find then to start blacklist and concern judging unit, otherwise start dark search unit;
Dark search unit, the degree of depth equals the post a letter relation of number and receiving number of search in 3 the scope in said number graph of a relation, find then to start blacklist and concern judging unit, otherwise startup significance level judging unit;
Blacklist concerns judging unit, judges in the relation find at least one section for blacklist concerns, is then to be judged as refuse messages, otherwise is not refuse messages.
9. the system according to number graph of a relation filtrating rubbish short message according to claim 6 is characterized in that, also comprises:
Address list and black and white lists module are used to preserve address list, blacklist and the white list on the mobile phone and are uploaded to said server;
The mobile phone judge module; Be used for judging according to the address list on the mobile phone, blacklist and white list whether the note that mobile phone is received is refuse messages; If can not differentiate then send refuse messages and judge and to ask to server, and the refuse messages judged result returned of reception server.
10. the system according to number graph of a relation filtrating rubbish short message according to claim 4 is characterized in that, said mobile phone judge module further comprises:
The address list judging unit is searched the number of posting a letter of said note in the address list of mobile phone, has then to judge it is not refuse messages, otherwise can not judged result;
The blacklist judging unit is searched the number of posting a letter of said note in the blacklist of mobile phone, has then to judge being refuse messages, otherwise can not judged result;
The white list judging unit is searched the number of posting a letter of said note in the white list of mobile phone, has then to judge it is not refuse messages, otherwise can not judged result;
If request transmitting unit can not judged result after executing address list judging unit, blacklist judging unit and white list judging unit, be then sent refuse messages to server and is judged request;
Receiving element as a result, the refuse messages judged result that reception server returns.
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103813020A (en) * | 2014-02-28 | 2014-05-21 | 联想(北京)有限公司 | Information processing method and electronic device |
| CN103929723A (en) * | 2014-04-30 | 2014-07-16 | 小米科技有限责任公司 | Junk short message recognition method and device |
| WO2014166213A1 (en) * | 2013-07-25 | 2014-10-16 | 中兴通讯股份有限公司 | Method and apparatus for searching for expected user by using phone address book |
| WO2016019488A1 (en) * | 2014-08-04 | 2016-02-11 | 华为技术有限公司 | Communication interception method, device, server and user equipment |
| CN106559761A (en) * | 2015-09-28 | 2017-04-05 | 中国移动通信集团公司 | A kind of information processing method and terminal, server |
| WO2018018697A1 (en) * | 2016-07-29 | 2018-02-01 | 宇龙计算机通信科技(深圳)有限公司 | Method and system for identifying spam message from false base station |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2004079501A2 (en) * | 2003-02-25 | 2004-09-16 | Microsoft Corporation | Adaptive junk message filtering system |
| US20050076084A1 (en) * | 2003-10-03 | 2005-04-07 | Corvigo | Dynamic message filtering |
| EP1675330A1 (en) * | 2004-12-21 | 2006-06-28 | Lucent Technologies Inc. | Unwanted message (SPAM) detection based on message content |
| WO2007143922A1 (en) * | 2006-06-07 | 2007-12-21 | Huawei Technologies Co., Ltd. | Message service management method, module, network, terminal unit and communication system |
| CN101309280A (en) * | 2008-06-23 | 2008-11-19 | 华为技术有限公司 | Information filtering server, method, system and terminal |
| CN101415161A (en) * | 2008-11-26 | 2009-04-22 | 深圳华为通信技术有限公司 | Method and apparatus for filtrating rubbish short message |
| CN101472251A (en) * | 2007-12-28 | 2009-07-01 | 华为技术有限公司 | Method, equipment and system for monitoring rubbish short message |
-
2010
- 2010-11-26 CN CN201010561642.0A patent/CN102480705B/en not_active Expired - Fee Related
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2004079501A2 (en) * | 2003-02-25 | 2004-09-16 | Microsoft Corporation | Adaptive junk message filtering system |
| US20050076084A1 (en) * | 2003-10-03 | 2005-04-07 | Corvigo | Dynamic message filtering |
| EP1675330A1 (en) * | 2004-12-21 | 2006-06-28 | Lucent Technologies Inc. | Unwanted message (SPAM) detection based on message content |
| WO2007143922A1 (en) * | 2006-06-07 | 2007-12-21 | Huawei Technologies Co., Ltd. | Message service management method, module, network, terminal unit and communication system |
| CN101472251A (en) * | 2007-12-28 | 2009-07-01 | 华为技术有限公司 | Method, equipment and system for monitoring rubbish short message |
| CN101309280A (en) * | 2008-06-23 | 2008-11-19 | 华为技术有限公司 | Information filtering server, method, system and terminal |
| CN101415161A (en) * | 2008-11-26 | 2009-04-22 | 深圳华为通信技术有限公司 | Method and apparatus for filtrating rubbish short message |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2014166213A1 (en) * | 2013-07-25 | 2014-10-16 | 中兴通讯股份有限公司 | Method and apparatus for searching for expected user by using phone address book |
| CN104348941A (en) * | 2013-07-25 | 2015-02-11 | 中兴通讯股份有限公司 | Method for searching desired user by using mobile phone contacts and device thereof |
| CN104348941B (en) * | 2013-07-25 | 2019-07-09 | 中兴通讯股份有限公司 | A kind of method and device for searching expectation user using cell phone address book |
| CN103813020A (en) * | 2014-02-28 | 2014-05-21 | 联想(北京)有限公司 | Information processing method and electronic device |
| CN103929723A (en) * | 2014-04-30 | 2014-07-16 | 小米科技有限责任公司 | Junk short message recognition method and device |
| CN103929723B (en) * | 2014-04-30 | 2017-03-22 | 小米科技有限责任公司 | Junk short message recognition method and device |
| WO2016019488A1 (en) * | 2014-08-04 | 2016-02-11 | 华为技术有限公司 | Communication interception method, device, server and user equipment |
| CN106170945A (en) * | 2014-08-04 | 2016-11-30 | 华为技术有限公司 | Method, device, server and the subscriber equipment that communication intercepts |
| CN106170945B (en) * | 2014-08-04 | 2019-10-22 | 华为技术有限公司 | Communicate method, apparatus, server and the user equipment intercepted |
| CN106559761A (en) * | 2015-09-28 | 2017-04-05 | 中国移动通信集团公司 | A kind of information processing method and terminal, server |
| WO2018018697A1 (en) * | 2016-07-29 | 2018-02-01 | 宇龙计算机通信科技(深圳)有限公司 | Method and system for identifying spam message from false base station |
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| Publication number | Publication date |
|---|---|
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