CN102595357B - A kind of short message monitoring method and system - Google Patents

A kind of short message monitoring method and system Download PDF

Info

Publication number
CN102595357B
CN102595357B CN201210037021.1A CN201210037021A CN102595357B CN 102595357 B CN102595357 B CN 102595357B CN 201210037021 A CN201210037021 A CN 201210037021A CN 102595357 B CN102595357 B CN 102595357B
Authority
CN
China
Prior art keywords
short message
content
row
monitoring
monitoring rules
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
CN201210037021.1A
Other languages
Chinese (zh)
Other versions
CN102595357A (en
Inventor
庞磊
叶兵
李冠军
邢刚
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
ZTE Corp
Original Assignee
ZTE Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by ZTE Corp filed Critical ZTE Corp
Priority to CN201210037021.1A priority Critical patent/CN102595357B/en
Priority to PCT/CN2012/072760 priority patent/WO2013078798A1/en
Publication of CN102595357A publication Critical patent/CN102595357A/en
Application granted granted Critical
Publication of CN102595357B publication Critical patent/CN102595357B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/12Messaging; Mailboxes; Announcements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/02Capturing of monitoring data
    • H04L43/028Capturing of monitoring data by filtering
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/21Monitoring or handling of messages
    • H04L51/212Monitoring or handling of messages using filtering or selective blocking
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/08Testing, supervising or monitoring using real traffic

Abstract

The present invention provides a kind of short message monitoring method, including:At least one monitoring rules are configured, the monitoring rules include key words content;To short message to be monitored, if met by row matching condition, the matching analysis is carried out to the key words content in the content in the short message and the monitoring rules by row, judges whether the short message violates keyword.The present invention also provides a kind of short message monitoring systems.The present invention can be realized monitors short message by row, and preferably short message is monitored.

Description

A kind of short message monitoring method and system
Technical field
The present invention relates to SMS monitoring field, more particularly, to a kind of method and system of SMS monitoring.
Background technology
In recent years, Short Message Service has fully been subject to each operator and wide as a kind of basic service of mobile communication network The attention of large user.Each operator, profit group and the personal means promoted using message center are emerged in an endless stream;Each network Between interconnect activity it is like a raging fire;The size of message flowed on the net is also therewith into geometric growth.Short message service Development is earning fair margin of profit for operator, is also refuse messages while providing easily message communication service to the user Propagation provide channel.At present, refuse messages have the gesture to grow in intensity, it has also become a social big public hazards.Substantial amounts of malice Message, advertisement information make user be pestered beyond endurance, and What is more is also possible to that the propagation of illegal reaction information is made to have an opportunity to take advantage of.
In consideration of it, junk short message monitoring system is come into being, function be mainly can be according to transmitted by user short disappear It ceases automatically to find offending user, and then limits or its is forbidden to send short message.Message content transmitted by user is carried out Whether monitoring is judged in message content containing the keyword set by system, is a kind of more effective monitoring method, mesh This method has also been used mostly in preceding commercial junk short message monitoring system in the market.But refuse messages sender is not yet Disconnected research monitoring strategies, the monitoring of system is escaped using various methods, wherein just include to message content into edlin, Word content in message is arranged by the form of row, such as containing " generation opens various invoices, if needed in message content Please contact Mr. X ", edited content is:
" generation hair has connection to give birth to
Make out an invoice need be
Respectively, X
Kind is as asked first "
This kind of message can not still be carried out effectively accordingly even when " generation opens ", " invoice " etc. are set to keyword by monitoring system Monitoring.
The content of the invention
The technical problem to be solved in the present invention is to provide a kind of short message monitoring method and systems, and message is based on to existing The monitoring method of content is improved and supplemented, currently too simple to message content analysis strategy to solve, and can not effectively be supervised The problem of control.
To solve the above-mentioned problems, the present invention provides a kind of short message monitoring method, including:
At least one monitoring rules are configured, the monitoring rules include key words content;
To short message to be monitored, if met by row matching condition, by row to the content in the short message and institute The key words content stated in monitoring rules carries out the matching analysis, judges whether the short message violates keyword.
Further, the above method can also have the characteristics that, line number thresholding is further included in the monitoring rules;
The satisfaction is included by row matching condition:Line number in the short message reaches the line number thresholding.
Further, the above method can also have the characteristics that, it is described by row to the content in the short message with it is described Key words content in monitoring rules, which carries out the matching analysis, to be included:
The content of the short message according to the order of row is rearranged, and is filtered non-legible interior in the short message Hold, the key words content in the content after the filtering and the monitoring rules is subjected to the matching analysis.
Further, the above method can also have the characteristics that, the satisfaction is further included by row matching condition:
When carrying out the matching analysis to the key words content in the content in the short message and the monitoring rules by row, sentence The short message that breaks does not violate keyword.
Further, the above method can also have the characteristics that the method further includes:
Regular duration and violation thresholding are further included in the monitoring rules;
The short message that keyword is violated to same user in the regular duration counts, if reaching the violation door Limit, then judge the User Violations.
The present invention also provides a kind of short message monitoring system, including:
Rule-definition module, for configuring at least one monitoring rules, the monitoring rules include key words content;
Analysis module, for short message to be monitored, if met by row matching condition, pressing row to the short message In content and the monitoring rules in key words content carry out the matching analysis, judge whether the short message violates key Word.
Further, above system can also have the characteristics that, line number thresholding is further included in the monitoring rules;
The analysis module judges whether to meet to be included by row matching condition:Line number in the short message reaches the row Number thresholding.
Further, above system can also have the characteristics that, the analysis module is by row in the short message Holding includes with the key words content progress the matching analysis in the monitoring rules:The analysis module is by the content of the short message Rearranged according to the order of row, and filter the non-legible content in the short message, by the content after the filtering with it is described Key words content in monitoring rules carries out the matching analysis.
Further, above system can also have the characteristics that, the analysis module judges whether to meet matches item by row Part further includes:When carrying out the matching analysis to the key words content in the content in the short message and the monitoring rules by row, The short message does not violate keyword.
Further, above system can also have the characteristics that, regular duration and violation are further included in the monitoring rules Thresholding;
The analysis module is additionally operable to:The short message that keyword is violated to same user in the regular duration is counted Number, if reaching the violation thresholding, judges the User Violations.
In the present invention, Keywords matching analysis is carried out by row to message content by being introduced during monitoring, it can be to pressing The message of row sequence is effectively monitored, and prevents refuse messages sender from utilizing the loophole of existing system, by the text in message Word content is sent after being arranged by the form of row, to escape the monitoring of system.Due to the notable feature of message to sort top to bottom One of be exactly that message content is edited as multirow, so message content is carried out by row monitor on the basis of, first in message The quantity of the newline contained is counted, and only the message containing certain amount newline is carried out by row analysis, monitoring, this Sample not only effectively can effectively monitor the message to sort top to bottom, but also be unlikely to increase excessive burden to system.
Description of the drawings
Fig. 1 is the flow chart according to the short message monitoring method of exemplary embodiment of the present invention;
Fig. 2 is by row matching schematic diagram according to exemplary embodiment of the present invention;
Fig. 3 is the configuration diagram according to the short message monitoring system of exemplary embodiment of the present invention.
Specific embodiment
Understand to make the object, technical solutions and advantages of the present invention clearer, below in conjunction with attached drawing to the present invention Embodiment be described in detail.It should be noted that in the case where there is no conflict, in the embodiment and embodiment in the application Feature can mutually be combined.
For ease of description, several nouns are explained first:
1. monitoring rules:Analysis module in monitoring system carries out user message analysis and judges rules according to which, often Monitoring rules include the parameters such as regular duration, key words content, line number thresholding, violation thresholding.It is of course also possible to it only includes One of which is multinomial, for example, key words content is only included, alternatively, only including regular duration, key words content, violation thresholding; Furthermore it is also possible to including other contents.Its regular regular duration of different monitoring, key words content, line number thresholding, violation thresholding can With difference, including parameter species can not also be same.
2. regular duration:The monitor duration of one monitoring rules, i.e. system judge that user sends violation the short of keyword and disappears Whether breath quantity triggers the time span of violation thresholding institute foundation.
3. key words content:The logical combination of single keyword or one group of keyword.If only comprising single in key words content A keyword then when matching the keyword in message content, is considered as the message and violates keyword;If key words content is The logical combination of one group of keyword, then when message content meets the logic, it is believed that the message violates keyword.Such as keyword Content may be configured as " (invoice | bill) & generations open & (!Address) ", then when matching " invoice " or " ticket in message content According to ", when and matching " generation open ", and matching less than " address ", it is believed that the message violates keyword.
4. line number thresholding:When the newline quantity contained in short message content reaches the threshold value, then it is assumed that the short message quilt Multirow is compiled as, its content need to be carried out to monitor by row.
5. violation thresholding:Judge user whether be violation threshold value.When transmitted by sole user in a regular duration The quantity of message of violation keyword when reaching the thresholding, then judge the user in violation of rules and regulations, and then limit or forbid its transmission short The behavior of letter.
Short message monitoring system provided in an embodiment of the present invention includes:
Rule-definition module, for configuring at least one monitoring rules.Wherein, the monitoring rules include:Keyword Content, wherein, it may also include regular duration, line number thresholding, violation thresholding etc..The key words content can be single key The logical combination of word or multiple keywords (including with or it is non-etc.).The monitoring rules can configure one or more, It can configure different regular durations, key words content, line number thresholding, violation thresholding in a plurality of monitoring rules.
In violation of rules and regulations whether analysis module for being analyzed according to monitoring rules the short message that user sends, judge user.Bag It includes:For to short message to be monitored, if met by row matching condition, by row to the content in the short message with it is described Key words content in monitoring rules carries out the matching analysis, judges whether the short message violates keyword.It may also include:(1) Keywords matching analysis is carried out by row to content of short message, judges whether short message violates keyword;(2) to same user one The number of short of transmitted violation keyword is counted in a rule duration, judges whether count value reaches violation door Limit.It can first carry out after (1) find that message do not violate keyword afterwards, then perform and matched by row;It can also first carry out and be matched by row Afterwards, it is found that when message does not violate keyword, then (1) is performed;(1) can also be performed simultaneously and is matched by row, any of which step When detecting that message violates keyword, then message violates keyword.This is not limited by the present invention.
Wherein, line number thresholding is further included in the monitoring rules;The analysis module judges whether to meet matches item by row Part includes:Line number in the short message reaches the line number thresholding.
Wherein, the analysis module presses row to the key words content in the content in the short message and the monitoring rules Carrying out the matching analysis includes:The analysis module rearranges the content of the short message according to the order of row, and filters institute The non-legible content in short message is stated, the content after the filtering is matched with the key words content in the monitoring rules Analysis.
The analysis module judges whether to meet to be further included by row matching condition:By row to the content in the short message with When key words content in the monitoring rules carries out the matching analysis, the short message does not violate keyword.
The system further comprises:
Display module for showing the message transmitted by the offending user, is used for subsequent query, statistics.
Database management module, for receiving the request of other modules, the data in Operation and Maintenance Database, including adding Add, delete, change.
The embodiment of the present invention provides a kind of short message monitoring method, including:
At least one monitoring rules are configured, the monitoring rules include key words content;
To short message to be monitored, if met by row matching condition, by row to the content in the short message and institute The key words content stated in monitoring rules carries out the matching analysis, judges whether the short message violates keyword.
Wherein, line number thresholding is further included in the monitoring rules;
The satisfaction is included by row matching condition:Line number in the short message reaches the line number thresholding.
Wherein, it is described that the content in the short message is matched with the key words content in the monitoring rules by row Analysis includes:
The content of the short message according to the order of row is rearranged, and is filtered non-legible interior in the short message Hold, the key words content in the content after the filtering and the monitoring rules is subjected to the matching analysis.
Wherein, the satisfaction is further included by row matching condition:
When carrying out the matching analysis to the key words content in the content in the short message and the monitoring rules by row, sentence The short message that breaks does not violate keyword.
Wherein, regular duration and violation thresholding are further included in the monitoring rules;The method further includes, to the rule The short message of same user's violation keyword is counted in duration, if reaching the violation thresholding, judges the user In violation of rules and regulations.
A kind of short message monitoring method provided in an embodiment of the present invention comprises the following steps:
Step A. rule-definition modules configuration monitorings rule can configure one or more monitoring rules, and will be configured Regular and synchronized is to analysis module;
Step B. analysis modules receive the user message that sms center is sent, according to the keyword configured in monitoring rules Content carries out Keywords matching analysis to message by row, judges whether message violates keyword, if do not violated, performs step Otherwise C, performs step D;
Step C. analysis modules judge whether the quantity of the newline in message reaches the line number thresholding in rule, if reaching The thresholding carries out Keywords matching analysis by row to message content, judges whether message violates keyword;
The short message number that step D. analysis modules violate same user keyword in a regular duration counts, Judge whether count value reaches violation thresholding, judge the user in violation of rules and regulations if reaching.
Fig. 1 shows the flow chart of the short message monitoring method of exemplary embodiment according to the present invention, including:
S101 receives the monitoring request of sms center, calling number, message content, transmission is parsed from request message The information such as time.Perform next step S102.
S102 takes out a monitoring rules from the monitoring rules of above-mentioned configuration.The monitoring rules of taking-up will be following Match somebody with somebody, analyze and judge etc. that processes provide foundation.Perform next step S103.
S103 carries out the matching analysis according to key words content based on monitoring rules to message.If key words content is single Keyword is matched message content with keyword;If logical combination of the key words content for one group of keyword, need by Message content is matched with keyword, and is analyzed according to the logical relation in Rule content.Perform next step S104.
S104, according in S103 the matching analysis as a result, judging whether the message violates keyword.If violating, perform S105;Otherwise, S108 is performed.
S105 counts the message for violating keyword, based on monitoring rules and message sending time, calculates a rule The then message number of violation keyword transmitted in duration, performs next step S106.
S106, based on monitoring rules, by the calculated value in S105 compared with the violation thresholding in rule, if calculated value Reach violation thresholding, perform S107, otherwise perform S113.
S107 judges the user in violation of rules and regulations, and the result is fed back to sms center, terminates this flow, waits to be received short The monitoring request at letter center triggers new flow.
S108 based on message content, calculates its newline quantity included, performs next step S109.
S109, based on monitoring rules, by the calculated value in S108 compared with the line number thresholding in rule, if calculated value Reach line number thresholding, perform S110;Otherwise, S113 is performed.
S110 pre-processes message content, it may include following operation:(1) by message content according to row order into Row rearranges, such as former message content is C11 C12 C13<Line feed>C21 C22C23<Line feed>C31 C32 (wherein C11, C12 ... represent word or other symbols,<Line feed>Represent newline), then the content after resequencing is C11 C21 C23 C12 C22 C32 C13 C23, as shown in Figure 2.
(2) due between the row of former message content may with space or other symbols work separate, therefore can also be to rearrangement after Content be filtered, remove space therein and other symbols, only retain word segment.Perform next step S111.
S111 carries out the matching analysis, specific method according to key words content based on monitoring rules to pretreated message Same S103.Perform next step S112.
S112, according in S111 the matching analysis as a result, judging whether pretreated message violates keyword.If it disobeys Instead, S105 is performed;Otherwise, S113 is performed.
S113 judges whether also there are other monitoring rules, if in the presence of execution S102;Otherwise, S114 is performed.
S114 judges that the user not in violation of rules and regulations, and the result is fed back to sms center, terminates this flow, waits to be received The monitoring request of sms center triggers new flow.
Fig. 3 shows the configuration diagram of the short message monitoring system of exemplary embodiment according to the present invention.With reference to Fig. 3 It can be seen that the system includes:
Console (human-computer interaction interface) 301, for the configurations such as monitoring rules and the display of user information, the i.e. control Platform combines the function of rule-definition module and display module.It, both can be to configuration datas such as monitoring rules on the console It configured, checked and is changed, and the monitored results of system can be shown.It, will after the completion of the data configuration of console Configuration data is synchronized to analysis module and data base administration operation module.
Analysis module 302, for receiving the message of short message service center, according to the monitoring rules of console configuration to user institute The message of transmission is monitored, and whether user is determined in violation of rules and regulations, will judge that result is sent to sms center.It is used for violation Family, by the message transmitted by it be transmitted to database management operation module 303 carry out insertion database 304 operate, it is therefore intended that it is right Offending user message is recorded, the uses such as subsequently to investigate, count.
Database management operation module 303, major function is as follows:(1) for operating database 304, to monitoring rules etc. Configuration data such as is put in storage, is inquired about and is changed at the operations, and by result sending console 301, for its displaying;(2) it is used to divide The offending user information data-in storehouse 304 transmitted by module 302 is analysed, so as to the thing for subsequent statistical analysis and console 301 The operations such as inquiry afterwards provide data;(3) the offending user information recorded in database 304 inquired about, counted, and by result Sending console 301, for its displaying.
As can be seen from the above description, the present invention realizes following technique effect:It is introduced pair during monitoring Message content carries out Keywords matching analysis by row, and the sender that so can effectively prevent refuse messages is the prison of escape system Control, sends after the word content in message is arranged by the form of row.
One of ordinary skill in the art will appreciate that all or part of step in the above method can be instructed by program Related hardware is completed, and described program can be stored in computer readable storage medium, such as read-only memory, disk or CD Deng.Optionally, all or part of step of above-described embodiment can also be realized using one or more integrated circuits.Accordingly Ground, the form that hardware may be employed in each module/unit in above-described embodiment are realized, can also use the shape of software function module Formula is realized.The present invention is not limited to the combinations of the hardware and software of any particular form.
The foregoing is only a preferred embodiment of the present invention, is not intended to limit the scope of the present invention, it is all All any modification, equivalent and improvement made within the spirit and principles in the present invention etc. should be included in the protection of the present invention Within the scope of.

Claims (10)

1. a kind of short message monitoring method, including:
At least one monitoring rules are configured, the monitoring rules include key words content;
To short message to be monitored, if met by row matching condition, by row to the content in the short message and the prison Regulatory control then in key words content carry out the matching analysis, judge whether the short message violates keyword.
2. the method as described in claim 1, which is characterized in that
Line number thresholding is further included in the monitoring rules;
The satisfaction is included by row matching condition:Line number in the short message reaches the line number thresholding.
3. the method as described in claim 1, which is characterized in that the row of pressing are to the content in the short message and the monitoring Key words content in rule, which carries out the matching analysis, to be included:
The content of the short message according to the order of row is rearranged, and filters the non-legible content in the short message, it will Content after the filtering carries out the matching analysis with the key words content in the monitoring rules.
4. method as claimed in claim 1 or 2, which is characterized in that the satisfaction is further included by row matching condition:
When carrying out the matching analysis to the key words content in the content in the short message and the monitoring rules by row, institute is judged It states short message and does not violate keyword.
5. the method as described in claim 1, which is characterized in that the method further includes:
Regular duration and violation thresholding are further included in the monitoring rules;
The short message that keyword is violated to same user in the regular duration counts, if reaching the violation thresholding, Then judge the User Violations.
6. a kind of short message monitoring system, including:
Rule-definition module, for configuring at least one monitoring rules, the monitoring rules include key words content;
Analysis module, for short message to be monitored, if met by row matching condition, pressing row in the short message Content carries out the matching analysis with the key words content in the monitoring rules, judges whether the short message violates keyword.
7. system as claimed in claim 6, which is characterized in that
Line number thresholding is further included in the monitoring rules;
The analysis module judges whether to meet to be included by row matching condition:Line number in the short message reaches the line number door Limit.
8. system as claimed in claim 6, which is characterized in that the analysis module by row to the content in the short message with Key words content in the monitoring rules, which carries out the matching analysis, to be included:The analysis module by the content of the short message according to The order of row rearranges, and filters the non-legible content in the short message, by the content after the filtering and the monitoring Key words content in rule carries out the matching analysis.
9. system as claimed in claims 6 or 7, which is characterized in that the analysis module judges whether to meet matches item by row Part further includes:When carrying out the matching analysis to the key words content in the content in the short message and the monitoring rules by row, The short message does not violate keyword.
10. system as claimed in claim 6, which is characterized in that
Regular duration and violation thresholding are further included in the monitoring rules;
The analysis module is additionally operable to:The short message that keyword is violated to same user in the regular duration counts, such as Fruit reaches the violation thresholding, then judges the User Violations.
CN201210037021.1A 2011-11-30 2012-02-17 A kind of short message monitoring method and system Expired - Fee Related CN102595357B (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN201210037021.1A CN102595357B (en) 2011-11-30 2012-02-17 A kind of short message monitoring method and system
PCT/CN2012/072760 WO2013078798A1 (en) 2011-11-30 2012-03-22 Method and system for monitoring a short message

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
CN2011103895132 2011-11-30
CN201110389513 2011-11-30
CN201110389513.2 2011-11-30
CN201210037021.1A CN102595357B (en) 2011-11-30 2012-02-17 A kind of short message monitoring method and system

Publications (2)

Publication Number Publication Date
CN102595357A CN102595357A (en) 2012-07-18
CN102595357B true CN102595357B (en) 2018-05-18

Family

ID=46483474

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201210037021.1A Expired - Fee Related CN102595357B (en) 2011-11-30 2012-02-17 A kind of short message monitoring method and system

Country Status (2)

Country Link
CN (1) CN102595357B (en)
WO (1) WO2013078798A1 (en)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104735048B (en) * 2014-12-02 2019-02-12 北京奇虎科技有限公司 The monitoring method and device to release news in a kind of game
CN104602206A (en) * 2014-12-31 2015-05-06 上海大汉三通通信股份有限公司 Spam message identification method and system
CN113344246B (en) * 2021-05-11 2023-05-16 广东核电合营有限公司 Nuclear power plant supervision requirement optimization method
CN114866643B (en) * 2022-05-02 2024-01-12 西安唯海智慧安防技术有限公司 Communication data space network monitoring system based on big data

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101304589A (en) * 2008-04-14 2008-11-12 中国联合通信有限公司 Method and system for monitoring and filtering garbage short message transmitted by short message gateway
CN102111723A (en) * 2009-12-24 2011-06-29 上海粱江通信系统股份有限公司 Method for identifying spam short message user by analyzing short message frequency and content

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN100589098C (en) * 2008-07-31 2010-02-10 电子科技大学 Method for extracting variation key word
CN101938565A (en) * 2010-09-10 2011-01-05 中兴通讯股份有限公司 Short message processing method and mobile terminal

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101304589A (en) * 2008-04-14 2008-11-12 中国联合通信有限公司 Method and system for monitoring and filtering garbage short message transmitted by short message gateway
CN102111723A (en) * 2009-12-24 2011-06-29 上海粱江通信系统股份有限公司 Method for identifying spam short message user by analyzing short message frequency and content

Also Published As

Publication number Publication date
WO2013078798A1 (en) 2013-06-06
CN102595357A (en) 2012-07-18

Similar Documents

Publication Publication Date Title
CN102595357B (en) A kind of short message monitoring method and system
CN103763124B (en) A kind of Internet user&#39;s behavior analysiss early warning system and method
CN100479572C (en) Method and system for monitoring suspicious user of rubbish SMS
US20150149383A1 (en) Method and device for acquiring product information, and computer storage medium
CN109831698A (en) Signal auditing method, device, electronic equipment and computer-readable storage medium
CN109271793B (en) Internet of things cloud platform equipment category identification method and system
CN109977089A (en) Blog management method, device, computer equipment and computer readable storage medium
CN103888919A (en) Short message monitoring method and device thereof
CN109685454A (en) Data checking method, device, equipment and storage medium
CN102480702A (en) Short message intercepting method and system
CN101335968B (en) Method and system for rubbish short message monitoring post processing
CN107798461A (en) Attend a banquet monitoring method, device, equipment and computer-readable recording medium
CN107888604A (en) A kind of internet data acquisition methods and acquisition device
CN107636741A (en) Fault early warning method, terminal device and the storage medium of financial terminal
CN106304041A (en) Harassing call monitoring method and device
CN110288190A (en) Event notification method, event notification server, storage medium and device
CN101702801A (en) Short message monitoring method and system
CN106936688A (en) Notice sending method and device
CN107341225A (en) Information intelligent pushes and discrimination method, device and system
CN109243592A (en) Medical item based on artificial intelligence uses method for detecting abnormality and relevant apparatus
CN108876243A (en) Logistics information method for early warning, device and electronic equipment
CN103516880B (en) A kind of method and apparatus sending note
CN102104847B (en) Short message monitoring method based on flow and call-initiating areas
CN108418703A (en) A kind of method for early warning and system based on real-time event detecting
CN106557404A (en) A kind of method and mobile terminal of application control

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20180518

Termination date: 20220217