CN104469709A - Method for recognizing short message and electronic equipment - Google Patents
Method for recognizing short message and electronic equipment Download PDFInfo
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- CN104469709A CN104469709A CN201310416788.XA CN201310416788A CN104469709A CN 104469709 A CN104469709 A CN 104469709A CN 201310416788 A CN201310416788 A CN 201310416788A CN 104469709 A CN104469709 A CN 104469709A
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- short message
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/12—Messaging; Mailboxes; Announcements
- H04W4/14—Short messaging services, e.g. short message services [SMS] or unstructured supplementary service data [USSD]
Abstract
The embodiment of the invention discloses a method for recognizing a short message and electronic equipment, and relates to the technical field of electronic equipment. Through the adoption of the method and the electronic equipment, a user has dominant recognition on the judged junk short message. The method disclosed by the invention comprises the following steps: receiving the short message, computing a probability value that the short message is a first type short message; and storing the short message at an appointed position according to the probability value, and displaying the probability value for the short message. The method is suitable for the electronic equipment.
Description
Technical field
The present invention relates to technical field of electronic equipment, particularly relate to a kind of method and the electronic equipment that identify note.
Background technology
At present, SMS has become a convenient way of people's communication, but thing followed problem is, cellphone subscriber may can receive a lot of refuse messages every day.It is obvious that these refuse messages have, and what have is not clearly, and whether even user is bad determines that whether this note is relevant with oneself, useful to oneself.Information in refuse messages not only have impact on client perception, infringement the benefit of client, and part of short message also can be contrary to law, have impact on social stability and national security, brings very large puzzlement to the life of user.Thus, for identification and the process of refuse messages, become the current major issue that will consider.
The method adopted the identification of refuse messages in prior art has a variety of, such as, is mated by address list or blacklist to note, utilizes algorithm of support vector machine to identify or set up junk information rule base etc.These softwares of user installation or system, identify the note that mobile phone receives, and filters out refuse messages wherein, reduces the puzzlement of user.
In prior art, at least there are the following problems: in such scheme, and user can only to obtain a note be refuse messages or be not these two kinds of results of refuse messages according to software or system.For the short message being judged as refuse messages, user can think that this note is refuse messages, thus does not go to check its particular content.But due to the defect of decision rule itself, result of determination is not entirely true.User, when having dominant understanding to refuse messages, can miss the note that some are important, bring loss to user.
Summary of the invention
Embodiments of the invention provide a kind of method and the electronic equipment that identify note, can solve user owing to omitting important note to the dominant understanding of the poor information being judged as refuse messages, cause the problem that user loses.
For achieving the above object, embodiments of the invention adopt following technical scheme:
First aspect, embodiments of the invention provide a kind of method identifying note, comprising:
Receive short message;
Calculate the probable value that described short message is first kind note;
Described short message is stored at assigned address according to described probable value;
For described short message shows described probable value.
Second aspect, embodiments of the invention provide a kind of electronic equipment, comprising:
First receiving element, for receiving short message;
First computing unit, the described short message received for calculating described first receiving element is the probable value of first kind note;
Memory cell, the described short message that the described probable value for calculating according to described first computing unit receives at described first receiving element of assigned address storage;
Display unit, the described probable value that described first computing unit of described short message display for receiving for described first receiving element calculates.
A kind of method and electronic equipment identifying note that the embodiment of the present invention provides, with user in prior art can only to obtain a note be the first note or be not these two kinds of results of the first note according to software or system, for the short message being judged as first kind note, user can not go to check its particular content, the problem missing some important notes is compared, in the present invention, the short message calculated when identifying short message is the probable value of first kind note by electronic equipment, when storing short message, be presented in this short message, user is according to the probable value that short message shows, dominant understanding has been had to the short message being judged as first kind note, its content importance is judged, omission can be avoided to fall important note, user is caused to lose.
Accompanying drawing explanation
In order to be illustrated more clearly in the technical scheme in the embodiment of the present invention, be briefly described to the accompanying drawing used required in embodiment below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to these accompanying drawings.
The method flow diagram that Fig. 1 provides for one embodiment of the invention;
The method flow diagram that Fig. 2 provides for further embodiment of this invention;
The electronic devices structure schematic diagram that Fig. 3, Fig. 4 provide for further embodiment of this invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, be clearly and completely described the technical scheme in the embodiment of the present invention, obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making other embodiments all obtained under creative work prerequisite, belong to the scope of protection of the invention.
The embodiment of the present invention provides a kind of method identifying note, and for electronic equipment, electronic equipment can carry out information interaction with server.As shown in Figure 1, described method comprises:
101, electronic equipment receives short message.
Wherein, electronic equipment, from network reception short message, is monitored the short message received simultaneously.The short message that electronic equipment receives is divided into first kind note and Equations of The Second Kind note, and such as, first kind note is refuse messages, and Equations of The Second Kind note is normal note.
102, electronic equipment calculates the probable value that short message is first kind note.
Wherein, electronic equipment calculates according to note rule base and note language feature model the probable value that the short message received is first kind note.
Further, be provided with the threshold value that first kind note differentiates in electronic equipment, the probable value of first kind note calculated and the threshold value of setting are compared.If the probable value calculated is greater than the threshold value of setting, then short message is judged to be first kind note; If the probable value calculated is not more than the threshold value of setting, then short message is judged to be Equations of The Second Kind note.
It should be noted that, when initialization, the threshold value that first kind note differentiates sets, and user can according to the value of concrete service condition change threshold value.
Optionally, electronic equipment, before the short message that calculating receives is the probable value of first kind note, can carry out preliminary treatment to short message.Such as, after electronic equipment receives short message, first mating sending the number of short message with address list and white list, if the number of transmission short message is the number on white list or address list, then short message is judged to be Equations of The Second Kind note and is stored into relevant position; If sending the number of short message is not number on white list or address list, then calculate the probable value that short message is first kind note.
Further, after note being divided into first kind note and Equations of The Second Kind note according to probable value, electronic equipment can identify according to the type of short message type rule base to first kind note, and calculates the probable value of the type of first kind note.Short message type rule base has been stored in electronic equipment.
103, electronic equipment stores short message according to probable value at assigned address.
Wherein, after note being divided into first kind note and Equations of The Second Kind note according to probable value, it is stored into corresponding position by electronic equipment respectively, so that user checks.Such as, first kind note is stored into refuse messages storehouse, Equations of The Second Kind note is stored into short message inbox.
104, electronic equipment is short message indicating probability value.
Wherein, after short message stores by electronic equipment, the short message that this note demonstrates calculating is the probable value of first kind note.Type belonging to it can also be demonstrated for first kind note, and the probable value of the affiliated type calculated.
Further, user, when checking short message, can be that the probable value of first kind note adjusts short message according to the short message calculated, namely issue the first adjustment instruction.The first adjustment instruction adjustment note rule base and note language feature model that electronic equipment issues according to user.
Optionally, for first kind note, electronic equipment is classified, and after the probable value of compute type, user, when checking first kind note, can adjust first kind note according to the probable value of the type of display and type, namely issues the second adjustment instruction.The second adjustment instruction adjustment short message type rule base that electronic equipment issues according to user.
It should be noted that, user, when checking short message, can be reported, namely issues the 3rd adjustment instruction.The short message of report is sent to server according to the 3rd adjustment instruction by electronic equipment.The short message that server stores receives, regularly adjusts the note rule base of server end, short message type rule base and note language feature model according to the short message received, and electronic device.The lastest imformation that electronic equipment reception server sends, more new message rule base, short message type rule base and note language feature model.
In prior art, user can only to obtain a short message be first kind note or be not these two kinds of results of first kind note according to software or system, for the short message being judged as first kind note, user does not go to check its particular content, can miss some important short messages.Compared with the problems of the prior art, in the embodiment of the present invention, the short message calculated when identifying short message is the probable value of first kind note by electronic equipment, when storing short message, is presented in this short message.Solve user in prior art and omit the problem of important short message owing to lacking dominant understanding to the short message being judged as first kind note.By solving the problems of the technologies described above, user, according to the probable value that short message shows, judges its content importance, omission can be avoided to fall important short message, cause user to lose.
Further embodiment of this invention provides a kind of method identifying note, for electronic equipment, for mobile phone, refuse messages identification storehouse has been stored in mobile phone and cloud server, comprise note rule base, note language feature model and short message type rule base etc., mobile phone can carry out information interaction with cloud server.As shown in Figure 2, described method comprises:
201, mobile phone receives short message.
Wherein, mobile phone, from network reception short message, is monitored the short message received simultaneously.The short message that mobile phone receives is divided into two classes: first kind note is refuse messages, and Equations of The Second Kind note is normal note.
202, mobile phone carries out preliminary treatment to the short message received.
Wherein, mobile phone, after receiving short message, first mates sending the number of short message with address list and white list, if the number of transmission short message is the number on white list or address list, then short message is judged to be normal note, and is stored into short message inbox; If sending the number of short message is not number on white list or address list, then calculating short message is the probable value of refuse messages.
203, mobile phone calculates the probable value that pretreated short message is refuse messages.
Wherein, computational process is that mobile phone is according to refuse messages rule base, refuse messages language feature model, refuse messages decision algorithm is used to calculate, computational methods can be rule-based method, the method based on semantic grammar, the method based on conditional probability classification, method etc. based on cluster, or the combination of multiple method.The embodiment of the present invention does not limit the implementation that calculating note is the probable value of refuse messages, can be any implementation well-known to those skilled in the art.Such as, refuse messages identification storehouse is by the analysis to refuse messages semanteme, structure and number etc., extract content and the number feature of refuse messages, by the method such as neural net or SVMs, refuse messages Sample Storehouse set up in the responsive vocabulary in conjunction with similar " Falun Gong " etc.; When short message identification, feature mode coupling is carried out to its content and number, show that it is the probable value of refuse messages according to matching result.Result of calculation can with the numeric representation between 0%-100%.
204, judge pretreated short message is whether the probable value of refuse messages is greater than threshold value, if the probable value that this short message is refuse messages is greater than threshold value, perform step 205; Otherwise, perform step 208.
It should be noted that, in mobile phone, be provided with the threshold value that refuse messages differentiates, for judging pretreated short message whether as refuse messages.When initialization, the threshold value that refuse messages differentiates sets, and user can according to the value of concrete service condition change threshold value.
Wherein, the probable value of the refuse messages calculated and the threshold value of setting are compared.If the probable value calculated is greater than the threshold value of setting, then short message is judged to be refuse messages, is stored in refuse messages storehouse; If the probable value calculated is not more than the threshold value of setting, then short message is judged to be normal note, is stored in short message inbox.
205, this short message is judged to be refuse messages by mobile phone, identifies and calculate the probable value that this short message is this refuse messages type to the refuse messages type belonging to this short message.
Wherein, after pretreated short message being divided into refuse messages and normal note according to the probable value calculated, mobile phone can identify according to the type of short message type rule base to refuse messages, and calculates the probable value of the type of refuse messages.
206, mobile phone is the probable value that this short message shows that it is the probable value of refuse messages and the affiliated type of refuse messages and type.
Wherein, mobile phone demonstrates the probable value of type and type belonging to probable value and refuse messages that short message is refuse messages, can be identified in short message, or can be identified in message details after being stored by refuse messages on this refuse messages.
207, mobile phone reception user indicates the adjustment of refuse messages.
Wherein, user, when checking refuse messages, can see that this short message is the probable value of refuse messages, and the probable value of type belonging to it and type.User according to the content of display, by clicking or growing by actions such as notes, can recall operation interface, adjusts this short message.
Such as, short message reverted to normal note, short message confirmed refuse messages, the probable value, report etc. of the type of type, amendment refuse messages belonging to the amendment short message probable value that is refuse messages, amendment refuse messages.
Further, mobile phone receives the adjustment instruction of user, and the content of record adjustment, then perform step 210.
208, this short message is judged to be normal note by mobile phone, and shows its probable value for refuse messages for this note.
Wherein, mobile phone demonstrates the probable value of the refuse messages of calculating, can be identified in short message, or can be identified in message details after normal note being stored in this note.
209, mobile phone reception user indicates the adjustment of normal note.
Wherein, user, when checking normal note, can see that this short message is the probable value of refuse messages.User according to the content of display, by clicking or growing by actions such as notes, can recall operation interface, processes this short message.
Such as, revise probable value that short message is refuse messages, short message confirmed as refuse messages, report etc.
Further, mobile phone receives the adjustment instruction of user, and the content of record adjustment, then perform step 210.
210, mobile phone adjusts instruction adjustment refuse messages identification storehouse according to user.
Wherein, the Suitable content of mobile phone recording user, is fed back to refuse messages identification storehouse, adjustment note rule base, note language feature model and short message type rule base.
211, server update refuse messages identification storehouse.
Wherein, mobile phone receive user report short message adjustment instruction time, the short message of report is sent to cloud server.Server receives the short message of all users report and stores, these short messages of regular use are carried out machine learning to the refuse messages rule base on server, refuse messages typing rule storehouse and refuse messages language feature model and automatically train, upgrade refuse messages identification storehouse, and send lastest imformation to mobile phone.
Optionally, after the Suitable content of mobile phone recording user when checking normal note and refuse messages, cloud server can be sent it to, server, according to the content of operation of user, is trained automatically to the refuse messages rule base on server, refuse messages typing rule storehouse and refuse messages language feature model.
212, mobile phone upgrades refuse messages identification storehouse.
Wherein, the lastest imformation that the regular reception server of mobile phone sends, according to the refuse messages identification storehouse that server upgrades, note rule base, short message type rule base and note language feature model in the refuse messages identification storehouse more on new cell-phone.If user thinks that refuse messages identification storehouse on mobile phone is without the need to upgrading, and can ignore the update notification of server.
In prior art, user can only to obtain a short message be refuse messages or be not these two kinds of results of refuse messages according to software or system, for the short message being judged as refuse messages, user does not go to check its particular content, can miss some important short messages.Compared with the problems of the prior art, the probable value of the type of type and refuse messages belonging to the probable value that in the embodiment of the present invention, the short message that calculates when identifying short message is refuse messages by mobile phone, refuse messages, when storing short message, be presented in this short message.Solve user in prior art and omit the problem of important short message owing to lacking dominant understanding to the short message being judged as refuse messages.By solving the problems of the technologies described above, the probable value of user type and type belonging to the probable value of the refuse messages that short message shows, refuse messages, judges its content importance, omission can be avoided to fall important short message, cause user to lose.
Further embodiment of this invention provides a kind of electronic equipment 30, and as shown in Figure 3, described electronic equipment 30 comprises:
First receiving element 301, for receiving short message;
First computing unit 302, the described short message received for calculating described first receiving element 301 is the probable value of first kind note;
Memory cell 303, the described short message that the described probable value for calculating according to described first computing unit 302 receives at described first receiving element 301 of assigned address storage;
Display unit 304, the described probable value that described first computing unit 302 of described short message display for receiving for described first receiving element 301 calculates.
Further, described first computing unit 302 specifically for:
The probable value that described short message that described first receiving element 301 receives is described first kind note is calculated according to note rule base and note language feature model.
Further, as shown in Figure 4, described electronic equipment 30 also comprises:
Determining unit 305, the described probable value for calculating according to described first computing unit 302 determines whether the described short message that described first receiving element 301 receives is described first kind note;
Second computing unit 306, if be described first kind note for the described short message of described first receiving element 301 reception, calculates the probable value of the type of described first kind note.
Further, described second computing unit 306 specifically for:
The probable value of the type of described first kind note is calculated according to short message type rule base.
Further, the described short message of described display unit 304 also for determining for described determining unit 305 shows the probable value of the type of the type of described first kind note and the described first kind note of described second computing unit 306 calculating.
Further, as shown in Figure 4, described electronic equipment 30 also comprises:
Second receiving element 307, adjusts instruction for receiving user first, and described first adjustment is designated as user and issues according to the described probable value of described first computing unit 302 calculating;
Adjustment unit 308, for the described first adjustment instruction described note rule base of adjustment and the described note language feature model received according to described second receiving element 307.
Further, described second receiving element 307 also adjusts instruction for receiving user second, and the probable value that described second adjustment is designated as the type of the described first kind note that user calculates according to the type of described first kind note and described second computing unit 306 issues;
The described second adjustment instruction adjustment described short message type rule base of described adjustment unit 308 also for receiving according to described second receiving element 307.
Further, as shown in Figure 4, described second receiving element 307 is also for receiving the 3rd adjustment instruction of user; Described electronic equipment 30 also comprises:
Transmitting element 309, described short message is sent to server by the described 3rd adjustment instruction for receiving according to described second receiving element 307, described server for storing described short message, and according to the note rule base of described short message adjustment server end, short message type rule base and note language feature model;
Updating block 310, for receiving the lastest imformation that described server sends, upgrades described note rule base, described short message type rule base and described note language feature model.
In prior art, user can only to obtain a short message be first kind note or be not these two kinds of results of first kind note according to software or system, for the short message being judged as first kind note, user does not go to check its particular content, can miss some important short messages.Compared with the problems of the prior art, in the embodiment of the present invention, the short message calculated when identifying short message is the probable value of first kind note by electronic equipment 30, when storing short message, is presented in this short message.Solve user in prior art and omit the problem of important short message owing to lacking dominant understanding to the short message being judged as first kind note.By solving the problems of the technologies described above, user, according to the probable value that short message shows, judges its content importance, omission can be avoided to fall important short message, cause user to lose.
What the embodiment of the present invention provided a kind ofly identifies that the electronic equipment of note can realize the above-mentioned embodiment of the method provided, and concrete function realizes the explanation referred in embodiment of the method, does not repeat them here.What the embodiment of the present invention provided a kind ofly identifies that the method for note and electronic equipment go for electronic equipment, but is not limited only to this.
Each embodiment in this specification all adopts the mode of going forward one by one to describe, between each embodiment identical similar part mutually see, what each embodiment stressed is the difference with other embodiments.Especially, for apparatus embodiments, because it is substantially similar to embodiment of the method, so describe fairly simple, relevant part illustrates see the part of embodiment of the method.
One of ordinary skill in the art will appreciate that all or part of flow process realized in above-described embodiment method, that the hardware that can carry out instruction relevant by computer program has come, described program can be stored in a computer read/write memory medium, this program, when performing, can comprise the flow process of the embodiment as above-mentioned each side method.Wherein, described storage medium can be magnetic disc, CD, read-only store-memory body (Read-Only Memory, ROM) or random store-memory body (Random Access Memory, RAM) etc.
The above; be only the specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, is anyly familiar with those skilled in the art in the technical scope that the present invention discloses; the change that can expect easily or replacement, all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with the protection range of claim.
Claims (16)
1. identify a method for note, be applied to electronic equipment, it is characterized in that, comprising:
Receive short message;
Calculate the probable value that described short message is first kind note;
Described short message is stored at assigned address according to described probable value;
For described short message shows described probable value.
2. method according to claim 1, is characterized in that, the described short message of described calculating is that the probable value of first kind note comprises:
The probable value that described short message is described first kind note is calculated according to note rule base and note language feature model.
3. method according to claim 1, is characterized in that, after the described short message of described calculating is the probable value of first kind note, described method also comprises:
Determine whether described short message is described first kind note according to described probable value;
If described short message is described first kind note, calculate the probable value of the type of described first kind note.
4. method according to claim 3, is characterized in that, the probable value of the type of the described first kind note of described calculating comprises:
The probable value of the type of described first kind note is calculated according to short message type rule base.
5. the method according to claim 3 or 4, is characterized in that, described according to described probable value after assigned address stores described short message, described method also comprises:
For described short message shows the probable value of the type of described first kind note and the type of described first kind note.
6. method according to claim 2, is characterized in that, described for after described short message shows described probable value, described method also comprises:
Receive user first and adjust instruction, described first adjustment is designated as user and issues according to described probable value;
According to the described first adjustment instruction described note rule base of adjustment and described note language feature model.
7. method according to claim 5, is characterized in that, described for after described short message shows the probable value of the type of described first kind note and the type of described first kind note, described method also comprises:
Receive user second and adjust instruction, described second adjustment is designated as user and issues according to the probable value of the type of the type of described first kind note and described first kind note;
According to the described short message type rule base of described second adjustment instruction adjustment.
8. method according to claim 1, is characterized in that, described method also comprises:
Receive the 3rd adjustment instruction of user;
According to described 3rd adjustment instruction, described short message is sent to server, described server for storing described short message, and according to the note rule base of described short message adjustment server end, short message type rule base and note language feature model;
Receive the lastest imformation that described server sends, upgrade described note rule base, described short message type rule base and described note language feature model.
9. an electronic equipment, is characterized in that, comprising:
First receiving element, for receiving short message;
First computing unit, the described short message received for calculating described first receiving element is the probable value of first kind note;
Memory cell, the described short message that the described probable value for calculating according to described first computing unit receives at described first receiving element of assigned address storage;
Display unit, the described probable value that described first computing unit of described short message display for receiving for described first receiving element calculates.
10. electronic equipment according to claim 9, is characterized in that, described first computing unit specifically for:
The probable value that described short message that described first receiving element receives is described first kind note is calculated according to note rule base and note language feature model.
11. electronic equipments according to claim 9, is characterized in that, described electronic equipment also comprises:
Determining unit, the described probable value for calculating according to described first computing unit determines whether the described short message that described first receiving element receives is described first kind note;
Second computing unit, if be described first kind note for the described short message of described first receiving element reception, calculates the probable value of the type of described first kind note.
12. electronic equipments according to claim 11, is characterized in that, described second computing unit specifically for:
The probable value of the type of described first kind note is calculated according to short message type rule base.
13. electronic equipments according to claim 11 or 12, it is characterized in that, the described short message of described display unit also for determining for described determining unit shows the probable value of the type of the type of described first kind note and the described first kind note of described second computing unit calculating.
14. electronic equipments according to claim 10, is characterized in that, described electronic equipment also comprises:
Second receiving element, adjusts instruction for receiving user first, and described first adjustment is designated as user and issues according to the described probable value of described first computing unit calculating;
Adjustment unit, for the described first adjustment instruction described note rule base of adjustment and the described note language feature model received according to described second receiving element.
15. electronic equipments according to claim 13, it is characterized in that, described second receiving element also adjusts instruction for receiving user second, and the probable value that described second adjustment is designated as the type of the described first kind note that user calculates according to the type of described first kind note and described second computing unit issues;
The described second adjustment instruction adjustment described short message type rule base of described adjustment unit also for receiving according to described second receiving element.
16. electronic equipments according to claim 9, is characterized in that, described second receiving element is also for receiving the 3rd adjustment instruction of user; Described electronic equipment also comprises:
Transmitting element, described short message is sent to server by the described 3rd adjustment instruction for receiving according to described second receiving element, described server for storing described short message, and according to the note rule base of described short message adjustment server end, short message type rule base and note language feature model;
Updating block, for receiving the lastest imformation that described server sends, upgrades described note rule base, described short message type rule base and described note language feature model.
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