KR100680034B1 - Context cognizance enhancing message transform system, and method for the same - Google Patents

Abstract

A message transformation system enhanced in context recognition and a method thereof are provided to minimize errors in context recognition by using a filtering method and an individualization means by a statistical system as a means of context recognition. A message transformation system(13) enhanced in context recognition consists of a message receiving part(20), a subscriber authentication part(21), a message discrimination part(22), a component extraction part(23), and a component combination part(24). The message receiving part(20) receives a subscriber's message from an SMS center or an MMS center. The subscriber authentication part(21) judges whether the subscriber is a member of a message transformation service, checks a message transformation service-associated setup item appointed by the subscriber, and confirms user agent profile of a destination mobile terminal of the message. The message discrimination part(22) has a filtering part(27) and an individualization means(28) by a statistical method. The filtering part(27) analyzes whether filtering for the message is required. The component extraction part(23) extracts a component, indicated by the checked setup item or the analyzed result value, from a component/filtering DB(14). The component combination part(24) combines the extracted component with a subscriber message.

Description

 CONTEXT COGNIZANCE ENHANCING MESSAGE TRANSFORM SYSTEM, AND METHOD FOR THE SAME}

1 (a) to 1 (b) are embodiments of the prior art.

2 is a diagram of a communication network to which the present invention is applied.

3 is a block diagram of a message conversion system according to the present invention;

4 is a diagram of a filtering unit of a message conversion system according to the present invention;

5 illustrates a statistical processing system in accordance with the present invention.

6A-6D show Memory Mapped I / O in accordance with the present invention.

7 is a flowchart of a message conversion method according to the present invention.

8 is a flowchart of a statistical processing method according to the present invention.

9 (a) to 9 (b) show an embodiment of a message to which the present invention is applied.

* Description of the symbols for the main parts of the drawings *

               12: SMS or MMS Center 13: Message Conversion Server

               14: component / filtering DB 15: subscriber DB

               20: message receiving unit 21: subscriber authentication unit

               22: message determination unit 23: component extraction unit

               24: component combiner 25: message transmitter

               26: Internet matching unit 27: Filtering unit

               28: individualization means by statistical methods

The present invention relates to a supplementary service of a text message that can be provided in a mobile communication service. More particularly, the present invention relates to effectively recognizing the context of a text message so as to avoid a logical error in the conversion of the text message.

Currently developed services are not actually commercialized and used because additional services related to the contents of messages have a large recognition failure rate due to difficulty of recognition and incorrect recognition and incorrect result generation due to simple word recognition.

In other words, the content of the user's message and the automatically set content has the opposite meaning, and the content of the content is transmitted in the same message. Such a result may be fatal in a paid service. In the case of actual message-related service commercialization, there is an example in which service personnel do not use the recognition function implemented after detecting such an error. Such a problem may be more problematic in the case of a Chinese message in which a letter may serve as a word, since the same letter may have various meanings and roles.

The present invention has been proposed in order to solve the above problems and meet the requirements. In addition, the additional service related to the content of the message has a large recognition failure rate caused by the difficulty of recognition and an incorrect recognition and wrong result caused by simple word recognition. It aims to solve problems such as generation.

In order to achieve the above technical object, the present invention provides a component / filtering DB for storing MMS data consisting of one or more of a photo, a sound, a video, SMS data and filtering data composed of various characters, a message conversion service-related setting item, and Subscriber information storing means for storing terminal information (sending / receiving terminal information) of the mobile communication terminal, message receiving means for receiving a message prepared by the subscriber at the terminal side (hereinafter referred to as a subscriber message), and a target mobile communication terminal for receiving the message. Subscriber authentication means for confirming the terminal information and the setting items related to SMS or MMS message conversion service, message determination to check whether the subscriber message is passed by filtering the subscriber message using the filtering data stored in the component / filtering DB By means of a message First filtering means for comparing a plurality of sentences consisting of one or more words for each second, second filtering means for preparing and comparing a plurality of sentences consisting of one or more words including a replaceable word for a subscriber message, and for each subscriber A message discrimination means comprising at least one of a program for performing message analysis and frequency-repeated repetitive syntax extraction and third filtering means for performing content production or assignment for the repetitive syntax, wherein the subscriber message is a message discrimination means Component extracting means for extracting MMS data or SMS data corresponding to the subscriber message from the component / filtering DB when the filtering passes through the subscriber message; Combine or receive said Component combining means for generating an MMS or SMS message by replacing the message with the MMS data or SMS data, and message transmitting means for transmitting the generated MMS or SMS message to the receiving target mobile communication terminal.

The method may further include internet matching means for providing all or part of SMS or MMS conversion service subscription function, message writing function, SMS or MMS conversion service writing function, and SMS or MMS conversion service related item setting function through a web page. It is preferable.

The component extracting means extracts a component including a blank area equal to or larger than the subscriber message size from the component storage means, and the component combining means replaces and inserts the subscriber message into all or part of the blank area of the extracted component. It is preferable to characterize.

In addition, the component combining means is preferably characterized in that the subscriber message is replaced with a specific SMS or MMS and synthesized with the selected component.

Preferably, the component combining means inserts the component before or after the subscriber message.

In addition, the component / filtering DB loads the data of the DB into the memory at the time of driving and updating, and the message determining means and the component extracting means load the data loaded into the memory when selecting MMS data, SMS data, and filtering data. It is preferable to read.

Further, the component / filtering DB writes data of the DB into a data file at the time of driving and updating, and the message discriminating means and the component extracting means are written to the data file when selecting MMS data, SMS data, and filtering data. Preferably, the data included is read.

In addition, the message determining means or the component extracting means reads the data file with Memory Mapped I / O, and the Memory Mapped I / O provides a predetermined memory area to accommodate a part or all of the component / filtering DB. And to be mapped and read.

In addition, the message discriminating means or the component extracting means reads the data file with Memory Mapped I / O, and the Memory Mapped I / O provides a predetermined memory so that all or part of the data file is loaded into the memory. Preferably, a predetermined memory area is provided so that some or all of the data loaded in the memory is received, mapped and read.

In addition, when receiving a message from the subscriber terminal side, confirming the terminal information and the message conversion service setting items related to the target mobile communication terminal of the message, a plurality of sentences consisting of one or more words on the subject of the message A second filtering means using a first filtering means to be used and a sentence consisting of one or more words including a substitutable word and a phrase or sentence repeatedly accumulated by accumulating message transmission contents of the individual user through the identified context; Grasping the semantic structure of the context through a third filtering means which individualizes by a statistical method of extracting an expression; grasping the semantic structure of the context through the filtering means; and a semantic structure of the context through individualization by a statistical method. Generate the subscriber text message that has been identified In the step, if the text message conversion through the context recognition is not performed after the first filtering means, performing the second filtering means, Text message conversion through the context recognition after the second filtering means If this is not done, it is preferable to include performing a third filtering means for individualizing by a statistical method, and transmitting a message combining the subscriber message and the extracted component to the receiving target mobile terminal. .

In addition, the method of individualization by the statistical method preferably includes a step of analyzing the message for each user, extracting the phrase repeatedly used by frequency, producing or allocating content for the repeatedly used phrase, and applying a service.

Hereinafter, exemplary embodiments of the present invention will be described in detail with reference to the accompanying drawings. In the following description of the present invention, detailed descriptions of well-known functions or configurations will be omitted if it is determined that the detailed description of the present invention may unnecessarily obscure the subject matter of the present invention. In addition, terms to be described below are terms defined in consideration of functions in the present invention, and may be changed according to intentions or customs of users or operators, and accordingly, the meaning of each term should be interpreted based on the contents throughout the present specification. .

1 (a) to 1 (b) show an embodiment of the prior art. As shown in FIG. 1, according to the conventional message conversion by word recognition, as shown in FIG. 1 (a), it is possible to recognize the emotional state of the sender included in the message so that the words such as 'love' and 'angry' can be used to induce effective and interesting interests. If the word is present in the message by preparing the content, the text message can be changed using the content. However, as shown in FIG. 1 (b), the conversion by simple word recognition involves a problem of logical error. As shown in FIG. 1 (b), the content set automatically by the user's message has the opposite meaning, and the content of the contents is transmitted in the same message. This result can be fatal in the paid service, and there is an example in which the service personnel do not use the recognition function implemented after detecting such an error even in the case of actual message-related service commercialization. Such a problem may be even more problematic in the case of a Chinese message in which letters may serve as words, since the same letters may play various meanings and roles.

2 is a diagram of a communication network to which the present invention is applied. As shown, a communication network to which the present invention is applied includes a service server, a receiver terminal, a sender terminal, an SMS G / W (Gate way), an SMSC (short messaging system center), a multimedia messaging system center (MMSC), an MMS receiver terminal, It consists of MMS servers of different telecoms. In detail, when the message from the receiver terminal enters the service server through the SMSC or MMSC, the service server combines the components corresponding to the text message and transmits them to the sender terminal. However, MMSC is currently only available for each operator. That is, a multimedia message made by A carrier cannot be sent to B carrier. Therefore, the MMSC is not only connected to the MMS terminal receiver but also to the MMS server of another mobile carrier.

3 is a block diagram of a message conversion system according to the present invention. As shown, the message conversion system 13 of the present invention is the message receiving unit 20 for receiving the subscriber's message from the SMS center or MMS center 12, whether the subscriber is subscribed to the message conversion service through the subscriber DB The subscriber authentication unit 21 for checking the message conversion service-related setting items designated by the subscriber and confirming the terminal information of the target mobile communication terminal of the message, and analyzing the filtering means of the message passing through the message. And a message discrimination unit 22 having individualization means 28 by a statistical method. The component extracting unit 23 which extracts the component indicated by the checked message conversion service-related setting item or the result of the above analysis from the component combining unit / message DB 14 and the component combining unit which combines the extracted component with the subscriber message. It consists of 24. The message associated with the component is delivered to the SMS or MMS center 12 via the message transmitter 25. In addition, the mobile communication terminal and / or the computer 16 receives a message conversion service subscription request from the mobile subscriber through the Internet, the message conversion service subscribers through the web page to create a message and the function of setting various items related to the message conversion And an internet matching unit 26 that provides a setting / query function corresponding thereto.

The SMS center or MMS center 12 transmits the message of the mobile communication terminal to the message receiving unit 20 of the message conversion server 13 and requests the subscriber message to be converted into an SMS or MMS message, and is returned accordingly. Send an SMS or MMS message to the destination mobile communication terminal.

In the component / filtering DB 14, a DB is constructed to store various MMS data such as photographs, sounds, and video, SMS data composed of various characters, and various data for reference by various filtering means of message discriminating means.

The subscriber DB 15 includes a mobile terminal number, a mobile subscriber name, an SMS or MMS automatic insertion option, and terminal information of each mobile terminal (terminal information of a mobile terminal of a short message originating / receiving message) (eg, MMS service). Support function, terminal display specification information, etc.) are stored.

Subscriber authentication unit 21 is a mobile communication subscriber message through the personal information of the mobile communication subscriber (e.g., mobile phone number, message conversion service subscription, subscriber ID and password) stored in the subscriber DB (15) Check if you are subscribed to the conversion service. In addition, the subscriber authentication unit 21 checks the message conversion service-related setting items stored in the subscriber DB (15) and the terminal information of the mobile communication terminal receiving the SMS or MMS message, and then converts the message to the corresponding component. Provide the necessary information.

As the SMS center or MMS center 12 receives a message from the mobile communication terminal side, if the corresponding mobile subscriber is subscribed to the message conversion service, the SMS center or MMS center 12 requests to convert the subscriber message into an SMS or MMS message. On the other hand, if the mobile subscriber is not subscribed to the message conversion service, it is preferable to transmit the subscriber message to the mobile communication terminal in a conventional manner.

The message determination unit 22 is a component that performs a message conversion pre-processing process, and the processing of the message determination unit 22 receives a message from the subscriber station side in a message of the mobile communication terminal side. Identifying setting information related to terminal information and a message conversion service of a mobile communication terminal to which the message is received; first filtering means using a plurality of sentences consisting of one or more words in the subject and replacing the message A second filtering means using a sentence consisting of one or more words including a word, and a third method of individualizing by accumulating the message transmission contents of the individual user through the identified context and statistical method of extracting a phrase or sentence and expression repeatedly used. The filtering means consists of identifying the semantic structure of the context.

The individualization means 28 by the statistical method comprises the steps of analyzing the message for each user, extracting the phrase repeatedly used by frequency, producing or allocating content for the repeated phrase, and applying the service.

The component extractor 23 extracts MMS data or SMS data corresponding to the subscriber message from the component / filtering DB when the subscriber message passes filtering through the message discrimination means.

The component combiner 24 generates an MMS or SMS message by combining the subscriber message with the MMS data or SMS data or replacing the received message with the MMS data or SMS data according to the display specification of the receiving terminal. Do it.

The internet matching unit 26 is connected to the mobile communication terminal and / or the computer 16 through the Internet, and includes a message conversion service subscription request web page, a message composition web page, and various configuration web pages related to message conversion, SMS or MMS. Provides a setting / query web page.

On the other hand, it can be easily understood by those skilled in the art that the message created by the mobile communication subscriber through the subscriber message creation web page of the Internet matching unit 26 is processed in the above-described components. In addition, according to the present invention, the mobile communication terminal may be notified that message conversion is normally performed at the subscriber's request. In addition, the present invention may be billed by monthly subscription, billed by the number of SMS messages sent, billed by the number of MMS messages sent or billed by the number of SMS or MMS messages sent according to the use of the message conversion service.

4 is a diagram illustrating a filtering unit of a message conversion system according to the present invention. As shown, the filtering unit comprises a first filtering means through a plurality of phrases and clauses, a second filtering means through a structure of phrases and clauses, and a third filtering means of individualization means by statistical methods.

Looking at the first filtering means in detail, when a word to be recognized in simple word recognition is set as one subject to a meaning to be recognized, a plurality of phrases and clauses in which the word or meaning is used are set. For example, if you set up the topic 'bus' and use simple word recognition, it would be an error to decorate it with a picture of the bus, when the user's message is a message like 'Bus is walking on the bus.' Can be. It uses a clearer filter of one or more words, such as "On the bus," "I'm on the bus," "I'm on the bus," but uses multiple filters on a single subject to increase the frequency of recognition. will be.

Further, looking at the second filtering means in detail, the filtering through the structure uses a filter consisting of one or more words, but using a replaceable form to increase the frequency of recognition. For example, if you use the filter "A, I love you" for a filter on the subject "Love," A is "self" or a specific name. Another example is that in "I fought against A and B" on the subject of "fighting," A and B could be unspecified names. The filtering of phrases and clauses including substitutable words can be more complicated than in the case of the example, and the recognition can be made even if the whole words do not match, thereby compensating for the problem of low recognition rate of the filter composed of the preceding phrases and clauses.

In addition, when the third filtering means is described in detail, the word recognition method of the first filtering means and the second filtering means uses one or more words to reduce errors. However, this may cause a problem that the recognition rate is lower than that of simple word recognition, and the individualization method by the statistical method may also be complemented. Individualization by the statistical method is to accumulate the message transmission of the individual user, and to automatically extract the phrase or sentence and the expression repeatedly used, and then provide the corresponding message transformation. This has the effect of increasing the recognition rate of the user's message and the success rate of providing the service under the premise that words and expressions frequently used by the user are likely to be used again. This is largely implemented in the following steps. It is implemented as a message analysis step for each user, a phrase extraction step for repeated use of frequency, a content production or assignment step for repeated use of syntax, and a service application step. Message analysis for each user and repetition of frequency counts consist of automated programs. Content creation or allocation and service application steps for repeated phrases are stored in the CMS DB through the administrator's work.

5 is a diagram illustrating a statistical processing system according to the present invention, and FIG. 8 is a flowchart of a statistical processing method according to the present invention. As shown, the word recognition method presented above uses one or more words to reduce errors. However, this may cause a problem that the recognition rate is lower than that of simple word recognition, and the individualization method by the statistical method may also be complemented. Individualization by statistical method accumulates message transmission contents of individual users, automatically extracts phrases or sentences repeatedly used, and provides corresponding message transformations. This has the effect of increasing the recognition rate of the user's message and the success rate of providing the service under the premise that words and expressions frequently used by the user are likely to be used again. This is largely composed of message analysis by user, extraction of repeated phrases by frequency, production or allocation of content for repeated phrases, and application of services. Analysis of messages by user and repetition of frequency counts are automated programs. Content creation or assignment of repetitive phrases is done through the administrator's work on the extracted phrases.

6 (a) to 6 (d) are diagrams showing Memory Mapped I / O according to the present invention. As shown, the filtering means presented above are much more complex than simple word recognition and require a great deal of computing power when implemented in a general manner. Therefore, to improve efficiency, memory Mapped I / O is implemented to improve the speed in implementation. In order to inspect the context or words of a user's message and attach the appropriate components, there must be a list of content and a list of words / phrases and mapping information between the lists. Typically, this type of data is often managed using a DB that is easy to add / delete / change. In the service that attaches the content suitable for the user context, the content management and the word / phrase data must be continuously added and changed through the user's feedback to increase the customer's satisfaction with the service. Therefore, the ease of content management is important for the implementation of the service. It should be an element.

In case of using DB, management functions such as adding / modifying / deleting contents and word / phrase data are possible by simple SQL statement, so it can be easily implemented. The implementation of the content management module is easy, and if the module attaching the content to the text message using this data (hereinafter referred to as the "content usage module") needs to access the DB every time to select the content, the speed of the content usage module is required. Slows down. Since accessing a database typically takes hundreds of msecs, such DB access is not suitable for content-use modules that need to process more than 100 text messages per second. This solution is shown in Figure 6 (a).

The method illustrated in FIG. 6 (a) is a method in which the content management module directly updates the DB, and the content usage module directly reads data from the DB, thereby ensuring the sameness of the content, word / phrase data, and relationship data. While the speed is slow, the content management module and the content usage module access the DB independently of each other's state, so the implementation process is simple.

In order to avoid using the DB of the content usage module while using the DB, there is a method of using the data in the memory every time the content is selected after accessing the DB and loading all the data into the memory when the content usage module is driven. However, this method also needs to access the DB and update the data loaded in the memory whenever there is a change in contents or word / phrase data. Therefore, the performance deterioration does not occur when the data is used or the performance deterioration occurs whenever the data is changed. There is no number. This scheme is shown in Figure 6 (b).

In the present invention, the content management module maintains ease of content and word / phrase management by using a DB, while the content usage module maintains maximum performance by using the latest content and word / phrase data without using a DB at all. Suggest ways to do it. The present invention uses the Memory Mapped I / O technology for this purpose. Memory Mapped I / O is a technology that can be used by mapping part or all of the file to the memory of the module. When the mapped memory area is read, the same data as the data file can be read. That is, when the content management module modifies the data file, the mapped memory area of the content using module is simultaneously modified. Therefore, this method has an advantage that the content use module can immediately recognize the modification of data required for services such as content and words / phrases without a separate operation. The implementation using this technique is shown in Figure 6 (c).

Memory Mapped I / O is not accessing memory directly, but accessing files at improved speeds. Data read / write speed through Memory Mapped I / O is about three times faster than reading / writing a file. This means that Memory Mapped I / O is slower than directly accessing the memory, so that the technique shown in FIG. 6 (c) is slower in actual service performance than the technique shown in FIG. 6 (b). In FIG. 6B, all contents and word / phrase data should be loaded into the memory when the content use module is initialized in order to maintain a high speed. Therefore, if the content and word / phrase data are larger than the memory of the system, the technique shown in Fig. 6 (b) cannot be used. However, Memory Mapped I / O can be used in this case because only the parts needed for actual use can be mapped to memory.

In the present invention, a system such as FIG. 6 (c) is implemented for a system having a memory that cannot accommodate all contents and word / phrase data, and a technique of FIG. 6 (d) is implemented for a system that can accommodate all contents. .

The scheme illustrated in FIG. 6 (d) is a form in which the technique of FIG. 6 (b) and the technique of FIG. 6 (c) are integrated. The content usage module loads the contents and word / phrase data into the memory at the time of initialization and also maps them using Memory Mapped I / O. When data is used during service, the data is read only from the memory. do. However, the content usage module periodically checks the content change field in the mapped area. This field is enough for one byte, so accessing it once per second does not affect performance.

The content management module reflects the modifications in the DB and the data file when the content and word / phrase data is modified, and sets the content change field. At this time, the content usage module detects the change of the content and the word / phrase data and copies the data of the mapped area to the memory.

7 is a flowchart of a message conversion method according to the present invention. As shown, the message is received (S11) to check the subscriber information and the receiving terminal information (S12) to determine whether the subscriber is subscribed to the message conversion service (S13) to check whether the filtering passes if subscribed ( S14). If the filtering passes, the component suitable for the subscriber message is extracted (S15), and the component is combined with the subscriber message (S16). The subscriber message combined with the component is transmitted (S17) via the message transmitter.

9 (a) to 9 (b) are diagrams showing an embodiment of a message to which the present invention is applied. 9 (a) shows a message combined with a picture component as an embodiment, and FIG. 9 (b) shows a message embodiment combined with a picture and a picture component.

According to the present invention, there is an effect of reducing the error of the context recognition by using the filtering method and the individualization means by the statistical system as the means of context recognition.

According to the present invention, the content management module uses a DB and the content use module uses Merory Mapped I / O using a data file, so that the DB and the data file have the same data, and the content use module uses the data file in the initialization step. It has the effect of using data faster than mapping to memory and using DB.

In addition, according to the present invention, since the content management module updates the DB and updates the data file in the same manner when the data is modified, the content use module can immediately use the latest data.

Claims (11)

A component / filtering DB for storing MMS data consisting of one or more of pictures, sounds, and moving images, SMS data consisting of various characters, and filtering data;  Subscriber information storage means for storing message conversion service related setting items and terminal information (sending / receiving terminal information) of the mobile communication terminal; Message receiving means for receiving a message written by a subscriber on the terminal side (hereinafter, 'subscriber message'); Subscriber authentication means for checking the terminal information of the target mobile communication terminal and the setting item related to the SMS or MMS message conversion service of the message; Message discrimination means for checking whether the subscriber message is passed by filtering the subscriber message by using the filtering data stored in the component / filtering DB, and providing a plurality of sentences composed of one or more words for each subject of the message prepared by the subscriber. A first filtering means for comparing a second message, a second filtering means for preparing a plurality of sentences consisting of one or more words including a substitutable word for a message written by the subscriber, and analyzing the message for each subscriber and extracting a phrase repeatedly used by frequency. Message discriminating means comprising at least one of a third filtering means for receiving content producing or allocating content for a program to be executed and a phrase repeatedly used; Component extracting means for extracting MMS data or SMS data corresponding to the subscriber message from the component / filtering DB when the subscriber message passes filtering through message determining means; Component combining means for generating an MMS or SMS message by combining the subscriber message with the MMS data or SMS data or replacing the received message with the MMS data or SMS data according to a display specification of the receiving terminal; And And a message transmitting means for transmitting the generated MMS or SMS message to the receiving target mobile communication terminal. The method of claim 1, Message conversion further comprising Internet matching means for providing all or part of SMS or MMS conversion service subscription function, message creation function, SMS or MMS conversion service creation function, SMS or MMS conversion service related item setting function through web page system. The method of claim 1, The component extracting means extracts from the component storing means a component comprising a blank area equal to or greater than the subscriber message size, And said component combining means substitutes and inserts said subscriber message into all or part of the blank area of said extracted component. The method of claim 1, And said component combining means replaces said subscriber message with a specific SMS or MMS and synthesizes it with said selected component. The method of claim 1, And said component combining means inserts said component before or after said subscriber message. The method according to any one of claims 1 to 5, The component / filtering DB loads data of the DB into a memory at the time of driving and updating, And said message discriminating means and said component extracting means read out the data loaded into said memory when selecting MMS data, SMS data, and filtering data. The method according to any one of claims 1 to 5, The component / filtering DB writes data of the DB into a data file at startup and update, And said message discriminating means and said component extracting means read out data written and included in said data file when selecting MMS data, SMS data, and filtering data. The method of claim 7, wherein The message discriminating means or the component extracting means reads the data file with a memory map I / O (Memory Mapped I / O), And the memory map I / O provides a predetermined memory area to receive and map a part or all of the component / filtering DB so that the memory map I / O is read. The method of claim 7, wherein The message discriminating means or the component extracting means reads the data file by memory map I / O, The memory map I / O provides a predetermined memory so that all or part of the data file is loaded into the memory, and a predetermined memory area is provided to accommodate and map some or all of the data loaded into the memory. And a message conversion system characterized by being read. Confirming, by receiving a message from a subscriber station, terminal information and a message conversion service related setting item of the mobile terminal receiving a message; First filtering means for using a plurality of sentences comprising one or more words on the subject of a message, second filtering means for using a sentence consisting of one or more words including a replaceable word for the message, and an individual through the identified context. Identifying the semantic structure of the context through third filtering means which accumulates the message transmission contents of the user and individualizes it by a statistical method of extracting repeated phrases or sentences and expressions; Generating the subscriber text message through the semantic structure of the context through the filtering means and the semantic structure of the context through individualization by a statistical method; Performing a second filtering means when the text message conversion through context recognition is not performed after the first filtering means; Performing a third filtering means for individualizing by a statistical method when the text message conversion through context recognition is not performed after the second filtering means; And transmitting the combined message of the subscriber message and the extracted component to the receiving target mobile communication terminal. The method of claim 10, The statistical method of personalization may include the steps of analyzing a message for each user, extracting a phrase repeatedly used for frequency, creating or allocating content for a repeatedly used phrase, and applying a service.

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