KR101526872B1 - Advertising providing method including literary style changing step - Google Patents
Advertising providing method including literary style changing step Download PDFInfo
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- KR101526872B1 KR101526872B1 KR1020140150642A KR20140150642A KR101526872B1 KR 101526872 B1 KR101526872 B1 KR 101526872B1 KR 1020140150642 A KR1020140150642 A KR 1020140150642A KR 20140150642 A KR20140150642 A KR 20140150642A KR 101526872 B1 KR101526872 B1 KR 101526872B1
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- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0267—Wireless devices
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Abstract
The present invention relates to a method and apparatus for converting text information input through a user terminal into a written language and extracting a keyword through a substantial morpheme that is a morpheme including a substantial meaning among the morphemes constituting the written language, An advertisement providing method including an alphabet conversion step in which a user can receive a more accurate and convenient advertisement and an advertiser can provide an advertisement related to input contents of a user to increase the efficiency of advertisement, .
The present invention also relates to an advertisement providing method capable of providing a user with a more suitable advertisement for the user's situation by grasping the context of the text information inputted by the user.
Further, when there is a coined word such as a fluent word, a foreign word which is not a standard word, or a partial word which is a part of the existing word form, among the text information inputted by the user, by analyzing the foreign word, the new word and the last word, And to a method of providing an advertisement that can be extracted.
The present invention also relates to an advertisement providing method capable of grasping additional information about a user in addition to text information input by a user, thereby providing a more accurate and convenient advertisement to a user.
Description
The present invention relates to an advertisement providing method including a font conversion step for a user terminal. More specifically, it analyzes contents of conversation input through the user terminal and provides a corresponding advertisement to the user, thereby performing a more accurate analysis and providing a more accurate, suitable, and convenient advertisement to the user. And a conversion step.
The advertisement through the user terminal through the wireless Internet has an advantage that the opportunity of the user exposure and the effect of the advertisement are overwhelmingly larger than those through the other media.
Recently, messenger is one of the most important factors in using various IT devices on computers, smart phones and networks. A messenger is a communication tool used for two or more immediate communications using a network such as the Internet. Messenger is certainly one of the electronic communication tools of modern society. Real-time conversations via messenger can complement the shortcomings of e-mail, making it the most important part of Internet communication, as if it were a complementary relationship between letters and telephones. With the development of the messenger service, explosive growth of the IT equipment market including computers and smart phones has returned to the crucial role in revitalizing the IT market, and it has reached the culmination of popularization era beyond the introduction and popularization of messenger.
According to this trend, various revenue generation using a messenger application is attracting attention as an important market. These include messenger applications, game or shopping interactions, or messenger applications.
The advertisement method through the messenger application is generally a method of providing a predetermined advertisement through a margin space of a specific part in a service screen. However, most of the above-mentioned advertisements have received intentional neglect of service users due to insufficiency of attracting interest to viewers of advertisements, and because of the lack of information of users who are exposed to advertisements, There is a problem in that the cost burden and advertisement effect are reduced due to the advertisement provided to all users, which is not an intensive advertisement method.
In addition, the indiscriminate advertisement in the messenger application frequently used by the consumers may cause the users' rejection and may cause the quality of life to deteriorate.
In order to overcome the above-mentioned problems, methods of analyzing conversation contents input through a messenger application and outputting an advertisement matched to the conversation contents have been introduced.
In such a method of analyzing conversation contents input by the user and extracting keywords and outputting an advertisement matched thereto to the user terminal, when extracting keywords by analyzing conversation contents, For example, it is common to extract keywords only from parts whose morphemes are nouns. However, as described above, in the case of extracting a keyword only from a noun, it is difficult to accurately grasp the conversation contents of the user in the conversation contents inputted by the user.
If the contents of the conversation of the user can not be accurately grasped, it is difficult to provide an accurate advertisement, resulting in a reduction in advertising effect and an increase in cost.
In addition, if the user's conversation includes a new word such as a fluent word, a foreign word that is not a standard word, or an abbreviated form in which a part of the existing word form is reduced, keyword extraction using the existing method, Which makes it difficult to analyze accurately.
In addition, when extracting a keyword by analyzing a conversation content of a user, keywords that are not related to the context of the conversation contents of the input user are extracted by extracting the keyword only by the conversation contents itself of the input user, The accuracy of the provided advertisement may be lacking.
Accurately analyzing the conversation between users and accurately determining the hidden meaning of the conversation is a precondition for the provision of accurate advertisement. Unlike conventional advertising, providing advertising in an innovative way that attracts the attention of the user leads to the effect of advertising This is a good way to maximize.
Accordingly, it is possible to analyze the conversation contents of the user more accurately, to grasp the contents of the entire conversation, and to grasp additional information about the user in addition to it, so that the user can understand the advertisement more accurately and in a novel way To provide an advertisement providing method that maximizes the advertisement effect to both the user and the advertiser.
The present invention has been proposed in order to solve the above-mentioned problems, and it is an object of the present invention to convert text information inputted through a user terminal into a literary body and to extract keywords from a morpheme constituting the literary body through a substantial morpheme, By outputting the advertisement related to the keyword through the terminal of the user, the user can receive more accurate and convenient advertisement, and the advertiser can provide the advertisement related to the input contents of the user to the user, The problem is to provide a method.
It is another object of the present invention to provide a method of providing a more suitable advertisement to a user's situation by grasping the context of the text information inputted by the user.
Further, when there is a coined word such as a fluent word, a foreign word which is not a standard word, or a partial word which is a part of the existing word form, among the text information inputted by the user, by analyzing the foreign word, the new word and the last word, And to provide a method of extracting the same.
It is another object of the present invention to provide a method for obtaining additional information about a user in addition to text information input by a user, thereby providing a more accurate and convenient advertisement to a user.
In order to solve the above problems, there is provided an advertisement providing method for providing an active advertisement by analyzing text information input through a user terminal provided with a user application providing a chat function, the method comprising: inputting text information A textual information conversion step of converting the text information inputted in the text information input step into a written language, a keyword extracting step of analyzing the written language information and a keyword extraction step, a matching step of matching the advertisement related to the keyword extracted in the keyword extracting step A matching word determining step of determining a matching word, determining whether the matching word is determined to be higher than a predetermined criterion, and if there is an advertisement matched to the matching word, The ad decision stage And it may include an advertisement output step of outputting via the user terminal the determined advertisement in the advertisement decision step.
The text-to-speech conversion step may include a morpheme segmentation step of generating a morpheme group composed of at least one morpheme by separating the text information inputted in the text information input step into morphemes having a minimum meaning, A morpheme classification process for classifying the morpheme group into a morpheme having a substantial meaning and a morpheme having no substantial meaning according to the analysis result of the morpheme analysis process; And extracting a written word constituting the written language information with the substantial morpheme.
The morpheme analysis process may include an operation of separating the morpheme into a verb and a verb if there is a morpheme formed by combining a verb and a verb among the morpheme groups.
Here, in the morpheme analysis process, when a morpheme formed by combining a cognac and a verb among the morpheme groups is separated into a cognac and a verb, the categorizing process classifies the vocabulary into the substantial morpheme, And can be classified into the substantial morpheme or the morpheme morpheme according to whether it is the stem or the mother.
In this case, the morpheme analysis process may remove the morpheme if the morpheme of the morpheme group is investigated by the part-of-speech.
In addition, in the morpheme analysis process, when a part of the morpheme group is reduced from a part of the existing morpheme and exists as a modified morpheme, the morphological analysis unit can convert the morpheme into a morpheme of the existing verb.
The morpheme analysis process determines whether at least one morpheme constituting the morpheme group is a single morpheme composed of only one morpheme or a compound word composed of a plurality of adjoining morphemes combined, At least one of the compound morphemes is divided or retained in the compound word when the compound word is included in at least one morpheme.
In the case where a plurality of the substantial morphemes are extracted from the compound word, and the written language information constituted in the extracting step includes a plurality of meanings, the keyword extracting step extracts a plurality of the substantial morphemes extracted from the compound word A text information input unit for inputting text information input from at least one user terminal participating in a chat through the user application in a predetermined time range before and after a time when the text information including the compound word is input through the user terminal, And extracts keywords by analyzing the written language information including the actual morpheme of the keyword.
In this case, if there is a new morpheme that can not be classified into the morpheme morpheme and at least one of the morpheme morpheme constituting the morpheme group, the morpheme conversion step may further include a new morpheme analysis process of analyzing the new morpheme have.
The new co-phrase analysis process may further comprise the steps of: matching the coined phrase with a new coined word stored in a new coined word database of an advertisement providing server performing an advertisement providing function and matching the coined coined word; By giving the same meaning, the coined word can be classified into the substantial morpheme or the morpheme morpheme.
The new coarse word analysis process may further include a step of matching the new coined word with a new coined word stored in the new cooperative word database of the advertisement providing server performing the advertisement providing function and if no matching coined word exists, In the text information input from at least one user terminal participating in a chat through the user application within a predetermined time range before and after the time when the text information including the coined word is inputted through the user terminal, The new coined word can be classified into the substantial morpheme or the morpheme morpheme.
Here, the new coined word meaningful in the coined word analysis process may be stored in the coined word database.
In this case, the keyword extracting step may extract the keyword by analyzing at least one of the substantial morpheme constituting the written language information.
The keyword extracting step analyzes the text information input from at least one user terminal participating in the chat through the user application within a predetermined time range before and after the time at which the text information is input to determine the context , The keyword can be extracted.
The matching word and the list of advertisements related to the matching word are stored in a matching word database of an advertisement providing server performing an advertisement providing function, and the matching word is associated with the keyword and used by the application users The frequency may be a search term stored in an ad serving server and matched with a predetermined advertisement.
Here, if the frequency of use of the matching word determined in the matching word determination step is smaller than a predetermined criterion, the advertisement determination step determines whether or not any one or more of the information related to the user's location, user's sex, And further reinforcing the matching word by further analyzing the information.
In this case, if the frequency of use of the matching word determined in the matching word determination step is greater than a predetermined criterion and a plurality of advertisements matching the matching word exist, the advertisement determination step may include determining the location of the user, And further analyzing at least one of information related to the age, time zone, and season of the matching word.
Also, the advertisement output in the advertisement output step may be stored so that the advertisement can be browsed when the advertisement function is activated after the advertisement function is disabled.
If the user clicks the advertisement and confirms the advertisement information for a predetermined period of time or longer, the advertisement output from the advertisement outputting step may include a size of a point having an offline or online exchange value that the user can receive from the advertiser or the advertisement provider If the user clicks on the advertisement and confirms the advertisement information for a predetermined period of time, it may further include a point accumulation step of determining the completion of the user's point accumulation condition and accumulating a preset point to the user .
In the point accumulation step, if the user selects the advertisement within a predetermined time before the end of the user application and confirms the advertisement information for a predetermined period of time, the user can receive the entire set points have.
In this case, in the point accumulation step, the user selects the advertisement after a predetermined time elapsed before the end of the user application, confirms the advertisement information for a predetermined period of time, or after the user application is terminated When the user selects the advertisement information and confirms the advertisement information for a predetermined period of time, the user can accumulate a predetermined percentage of points at a predetermined point in the advertisement.
Also, the text information input step is performed by an input function provided by the operating system of the user terminal, and the transmission of the text information input in the text information input step and the advertisement output step are performed by the advertisement application And the advertisement determination step may be performed by an advertisement providing server in communication with the advertisement application.
The advertisement outputting step may display the advertisement icon added in the horizontal direction or the vertical direction from the advertisement providing terminal located in the specific corner area of the display unit of the user terminal.
Here, the advertisement output step may be displayed in such a manner that the size of the advertisement area, which is an area occupied by the advertisement icon sequentially added, is increased.
In this case, the advertisement icons may be sequentially added on the advertisement areas arranged in the horizontal direction or the vertical direction.
According to the advertisement providing method proposed by the present invention, the text information inputted by the user through the user terminal is converted into a literary body, and keywords are extracted through a substantial morpheme, which is a morpheme including a substantial meaning, Thus, it is possible to extract the keywords more accurately by judging the content of the conversation of the user and output the advertisement related to the keyword through the terminal of the user, so that the user can receive the advertisement with higher accuracy, The advertisement related to the input contents of the user is provided to improve the efficiency of the advertisement.
In addition, by grasping the context of the text information input by the user, it is possible to provide the user with a more suitable advertisement for the user's situation.
Further, when there is a coined word such as a fluent word, a foreign word which is not a standard word, or a partial word which is a part of the existing word form, among the text information inputted by the user, by analyzing the foreign word, the new word and the last word, There is an effect that can be extracted.
In addition, in addition to the text information input by the user, additional information on the user can be grasped and more accurate and convenient advertisement can be provided to the user.
In addition, in outputting the advertisement to the user terminal, the advertisement is displayed as an icon, thereby maximizing the space efficiency within the limited display area, without disturbing the user who uses the user terminal as well as the visual effect of the advertisement display The advertisement can be output.
In addition, in the user terminal, by providing the advertisement application that can receive and output the advertisement from the advertisement providing server, it is possible to provide the advertisement with faster and higher compatibility in providing the advertisement to the user terminal.
1 is a block diagram showing the configuration of a user terminal according to the present invention.
2 shows a system configuration diagram of an advertisement providing method according to an embodiment of the present invention.
FIG. 3 shows a display unit in parallel with an input function and an output function in a system of an advertisement providing method according to an embodiment of the present invention.
FIG. 4 illustrates an application server providing a function of an advertisement providing server in a system of an advertisement providing method according to an embodiment of the present invention.
FIG. 5 illustrates inputting of text information through a user application installed in the user terminal.
6 is a flowchart of an advertisement providing method according to an embodiment of the present invention.
Fig. 7 shows a flowchart and an example of the above-mentioned font conversion.
Fig. 8 shows a flowchart of a new phrase analysis process.
FIG. 9 is a flow chart illustrating a method of analyzing a context in which a morpheme group includes a compound word and a plurality of substantial morphemes are derived from the compound word, according to an embodiment of the present invention, Respectively.
FIG. 10 shows a flow of an advertisement providing method for acquiring location information of a user according to an embodiment of the present invention.
FIG. 11 illustrates further providing advertisement by grasping the location information of the user according to an embodiment of the present invention.
12 illustrates a flow of an advertisement providing method for acquiring location information and time zone information of a user according to an embodiment of the present invention.
FIG. 13 illustrates advertisement information by grasping the user's location information and time zone information according to an embodiment of the present invention.
FIG. 14 illustrates providing an advertisement by grasping the user's location information and time zone information when the search frequency of the matching word is smaller than a predetermined reference, according to an embodiment of the present invention.
15 shows a flow of an advertisement providing method according to an embodiment of the present invention.
Fig. 16 shows an advertisement output on a display unit according to an embodiment of the present invention.
Fig. 17 shows that an advertisement is added to and output from a display unit according to an embodiment of the present invention.
FIG. 18 shows that a plurality of advertisements are added to and output from the display unit according to an embodiment of the present invention.
FIG. 19 shows that advertisement information is output on the display unit according to an embodiment of the present invention.
Figure 20 illustrates the disappearance of an advertisement area on a display part, in accordance with an embodiment of the present invention.
Figure 21 shows an advertisement area displayed on a display part according to an embodiment of the present invention.
22 is a flowchart of an advertisement providing method including a point accumulation step according to the present invention.
FIG. 23 shows that points in different amounts are accumulated according to additional conditions in the point accumulation step according to the present invention.
Hereinafter, various embodiments of the present invention can be described in detail with reference to the drawings. First, a configuration of a user terminal according to the present invention will be described, and then an advertisement providing method for the user terminal will be described.
The user terminal includes a central processing unit, a display unit, an input unit, and a communication unit as a concept including a mobile phone, a computer, a tablet PC, and a notebook, and includes a device capable of communicating with other terminals through a network .
1 is a block diagram showing the configuration of a
The
Meanwhile, the
Meanwhile, the
The
The
Furthermore, the
The touch sensor may have the form of, for example, a touch film, a touch sheet, a touch pad, or the like. The touch sensor may be configured to convert a change in a pressure applied to a specific portion of the
The
The
The
Further, the
2 shows a system configuration diagram of an advertisement providing method according to an embodiment of the present invention.
2, the text information is input to the
As described above, the transmission of the text information input to the
The
FIG. 3 shows a display unit in parallel with an input function and an output function in a system of an advertisement providing method according to an embodiment of the present invention.
Referring to FIG. 3, it can be seen that the
According to another embodiment of the advertisement providing method according to the present invention, the function of the
FIG. 4 illustrates an application server providing a function of an advertisement providing server in a system of an advertisement providing method according to an embodiment of the present invention.
Referring to FIG. 4, the
FIG. 5 illustrates inputting of text information through a user application installed in the
6 is a flowchart of an advertisement providing method according to an embodiment of the present invention.
6, an advertisement providing method according to the present invention includes a text information input step S100 for inputting text information through a
The text information input step S100 is generally performed by an input function of the
The text-to-speech conversion step S200 includes a morpheme segmentation step of generating a morpheme group composed of at least one morpheme by separating the text information inputted in the text information input step into morphemes having the smallest meaning, A morpheme classification process for analyzing a morpheme group, a morpheme classification process for classifying the morpheme group into a morpheme having a substantial meaning and a morpheme having no substantial meaning according to the analysis result of the morpheme analysis process, And a step of deriving a written word constituting the written language information with the substantial morpheme classified in the morpheme classification process.
FIG. 7 shows a flowchart and an example of the text-to-speech conversion step (S200).
Hereinafter, the text-to-speech conversion step (S200) will be described in detail with reference to FIG.
The morpheme separation process S210 is a process of preprocessing the text information input in the text information input step S100. The morpheme separation process (S210) may divide the text information (S100) into morphemes and generate a morpheme group composed of at least one morpheme. Here, the morpheme is the smallest unit at the morphological level of the language, which gives a function of meaning, and is the smallest unit that can easily have a meaning. The morpheme separation process (S210) is a process for converting a colloquial body into an octopus or analyzing the octopus more in detail, and may be the most basic process for analyzing the text information in the advertisement providing method according to the present invention . For example, in the text information input step S100, when the text information of 'I have a new father's bag' is input, the morpheme separation process (S210) I am divided into 'I', 'Wool', 'Father', 'Ga', 'Room', 'E', 'New', ' You can create morpheme groups consisting of 'y' and 'y'. As described above, the morpheme group generated in the morpheme separation process (S210) is composed of morphemes which are units having the smallest meaning.
The morpheme analysis process (S220) may include an operation of separating the morpheme into a verb and a verb if there is a morpheme formed by combining a verb and a verb among the morpheme groups. The pronoun is a predicate that takes an investigation and takes a grammatical relationship in nouns, pronouns, and investigations without using a mother, and the verb is a term commonly called a verb and an adjective, to be. As an example, in the morpheme separation process (S210), 'I' is' me 'in the morpheme group formed by separating the text information from' I / Wool / Father / + 'Can be separated into'. The above 'I +' is 'I' and 'I' is a vernacular.
Here, in the morpheme analysis process (S220), if the morpheme formed by combining the vowel and the verb is separated into the vowel and the verb, the morpheme classification process (S230) classifies the vowel into the substantial morpheme , And the verb can be classified into the substantial morpheme or the morpheme morpheme according to whether the vernacular is the stem or the stem. That is, 'I' can be classified into a cognate and a verb and can be a form of 'I +', and the 'I' can be classified as a substantial morpheme because it is a vowel, and the 'I' And the verb "e" can be a morpheme because it is a mother.
In the morpheme analysis process (S220), if there is a morpheme to which the part-of-speech is inspected among the morpheme groups, the corresponding morpheme can be removed. As an example, in the morpheme separation process (S210), a part of a morpheme formed by separating the text information is a part of 'morpheus' in' I / Wool / Father / It can be removed from the morpheme group.
In the morpheme analysis process (S220), if a part of the morpheme group is reduced in the morpheme group and the modified morpheme exists, the morpheme analysis unit can convert the morpheme into the morpheme of the existing verb. It is easy to pronounce or abbreviated the original word or phrase. In modern times, the term is also used as a standard word and widely used. Therefore, in order to more accurately analyze the text information in the advertisement providing method according to the present invention, it is necessary to standardize the advertisement. As an example, in the morpheme separation process (S210), in the morpheme group formed by separating the text information, 'wool' is' us / wool / father / ', It can be converted into' us', which is the existing word before 'wool' is transformed.
In the morpheme analysis process (S220), it is determined whether at least one morpheme constituting the morpheme group is a single morpheme composed of only one morpheme or a compound word composed of a plurality of adjoining morphemes combined, At least one or more substantial morphemes of the form in which the compound word is divided or held can be extracted in the compound word when at least one morpheme constituting the compound word is included.
The single morpheme is a word made up of one morpheme, and the compound word means a word formed by combining two or more root (substantial morpheme) or combining root (substantial morpheme) and affix. In one embodiment of the present invention, the morpheme analysis process (S220) includes a morpheme group formed by separating the text information in the morpheme separation process (S210) It is possible to distinguish between 'I', 'Wool', 'Father', 'Ew', 'New', 'S', 'Y', and 'Sea' as a single morpheme. However, the 'a' and 'room' adjacent to each other may combine to form a compound word 'bag', and the compound word 'bag' can act as a morpheme.
Accordingly, when a compound word that is composed of a plurality of mutually adjacent morpheme groups may be included among the morpheme groups analyzed in the morpheme analysis procedure (S220), a plurality of the morphemes located adjacent to each other in the morpheme group A morpheme group having a plurality of structures can be derived according to whether each morpheme is regarded as a combined morpheme or one combined morpheme, and thus can include a plurality of meanings.
However, in the advertisement providing method according to the present invention, since the text information inputted by the user generally has only one meaning, if a plurality of structures can be derived from one morpheme group as described above, For semantic analysis, it is necessary to select only one of the plurality of structures and to assign only one meaning to the text information. The procedure for this is described below.
The morpheme classification process S230 may classify the morpheme group into a substantial morpheme having a substantial meaning and a morpheme having no substantial meaning according to the analysis result of the morpheme analysis process S220. In other words, the morpheme classification process (S230) can be classified into a formal morpheme having a practical meaning and a formal morpheme having a grammatical function rather than a meaning, depending on whether the morpheme group is meaningful.
As an example of the sorting step S230 according to the present invention, in the morpheme separating step S210, a morpheme group formed by separating the text information is divided into 'n / wool / father / Can be analyzed as 'Na + / We / Father / Ga / Room // New / Sa / Ya / Ha' in the morphological analysis process (S220) ',' Us', 'father', 'room', 'new', 'new', and 'morpheme'.
However, as described above, when the morpheme group includes a compound word, a plurality of structures may be derived from the morpheme group, thereby including a plurality of meanings. For example, as described above, the above-mentioned morpheme 'I / Wool / Father / Ga / Room / / New / It is possible to understand with the structure of 'Ya / Ha' and also the structure of 'I / Wool / Father / Bag / New / The type morphemes can be classified as' I ',' us', 'father', 'room', 'new' and ' In the latter case, the actual morpheme is' I ',' we ',' father ',' bag ',' new 'and' . ≪ / RTI > When the morpheme group includes the compound word formed by combining a plurality of morphemes adjacent to each other, the morpheme classification process is characterized in that in the compound word, at least one or more of the substantial morphemes of the form in which the compound word is divided or retained Can be extracted. As an example, the morpheme group 'a' and 'room', which are adjacent to each other in the morpheme group 'n / wool / father / ga / room / new / And the 'bag' may be maintained as 'bag' itself to form one substantial morpheme, or may be divided into 'a' and 'room', which are different morphemes. If 'bag' is divided into 'a' and 'room', the 'a' may be classified into a formal morpheme, and the 'room' may be classified into a substantial morpheme. Here, the textual object extraction process (S240) extracts the written language information 'i / us / dad / room / new / di (c)', which is composed only of the actual morpheme in the morpheme group classified in the morpheme classification process (S230) I / We / Father / Bag / New / Da (Da) 'can be extracted. In the case described above, if the text information includes the compound word and two textual information is extracted, if the text information does not include the compound word, one textual information may be extracted because the structure and meaning are also one .
If there is a new morpheme that can not be classified into the morpheme morpheme and the morpheme morpheme out of at least one morpheme constituting the morpheme group, the text-to-speech conversion step (S200) As shown in FIG.
FIG. 8 shows a flowchart of a new phrase analysis process.
2 to 4 and 6 to 8, the description of the new coined word analysis process (S225) will be described.
The morpheme conversion step S200 determines that the morpheme group can not be classified into the substantial morpheme and can not be classified into the morpheme morpheme among the morpheme groups analyzed in the morpheme analysis step S220 When a morpheme exists, the morpheme is classified as a coined word and can be analyzed by the new phrase analysis process (S225).
The new phrase analysis process (S225) may match the new phrase with the new coined word stored in the
However, if the new coined word is matched with the new coined word stored in the new coined word database S230, and the matching coined word does not exist, the text information including the coined word is transmitted to the
Here, the direct meaning of the 'up-up' is performed by one of the administrator of the
The new coined word meaningful in the coined word analysis process (S225) may be stored in the coined word database (230).
On the other hand, if the new coined word is less than a certain frequency, the new coined word can be deleted without giving meaning.
Then, the keyword extracting step (S300) may extract the keyword by analyzing at least one of the substantial morphemes constituting the written language information. At this time, the keyword extracting step (S300) may include extracting a keyword from the at least one user terminal (100) participating in the chat through the user application (117) within a predetermined time range before and after the input of the text information It is possible to extract the keyword by analyzing the text information to grasp the context.
Before the keyword extracting step S300 is described in detail in detail, as described above, in the advertisement providing method according to the present invention, since the text information input by the user generally has only one meaning, If a plurality of structures can be derived from one morpheme group as described above, there is a need to assign only one meaning to the text information by selecting only one of the plurality of structures for more accurate semantic analysis.
Accordingly, when a plurality of the substantial morphemes are extracted from the compound word, and the textual information extracted in the textual object derivation process (S240) includes a plurality of meanings, the keyword extracting step (S300) The at least one participant participating in the chat through the
FIG. 9 is a flow chart illustrating a method of analyzing a context in which a morpheme group includes a compound word and a plurality of substantial morphemes are derived from the compound word, according to an embodiment of the present invention, Respectively.
Referring to FIGS. 7 and 9, if a plurality of written-language information is derived in the text-to-speech conversion step S200, the keyword extraction step S300 selects only one of the plurality of textual information items . As one example, in the language derivation process (S240), two written language information composed only of substantial morpheme such as' me / us / father / room / new / / New / Da (c) 'is extracted, the keyword extracting step (S300) can extract only one more relevant written language information by the context analysis of the extracted two kinds of written language information. Referring to FIG. 9, two users can input text information through
In the above, when the morpheme group includes a compound word, a plurality of substantial morphemes are derived from the compound word, and a plurality of written-language information is derived in the dictionary derivation process (S240), one of the plurality of written- And the textual information is selected as the written language information in which the keyword is extracted in the keyword extracting step S300. Hereinafter, in the keyword extracting step S300, Can be examined in detail.
FIG. 10 shows a flow of an advertisement providing method for acquiring location information of a user according to an embodiment of the present invention.
In the keyword extracting step (S300), the keyword may be extracted by analyzing at least one of the substantial morphemes constituting the written language information.
Referring to FIG. 10, the keyword extracting step S300 includes a step of converting the plurality of text information inputted in the text information input step S100 into a plurality of textual forms, and a plurality of substantial morphemes constituting the plurality of textual objects And extract keywords.
Here, the keyword extracting step S300 may include extracting a text input from the at least one
As shown in FIG. 10, 'outlets', 'go', 'bags', 'sada', 'brand', 'coach', and the like are extracted from the textual information converted from the plurality of text information inputted in the text information input step S100 Can be analyzed. Therefore, the keyword 'outlet coach bag' can be extracted in the context of the context. If the textual information inputted in the text information input step S100 and converted into the literary body does not contain a substantial morpheme called 'bag', the keyword 'outlet coach' is extracted instead of the keyword 'outlet coach bag' high portential. Accordingly, the keyword extracting step (S300) can extract a most appropriate keyword by analyzing a plurality of the substantial morphemes from a plurality of textual information converted from a plurality of text information inputted within a predetermined time, and grasping a context.
Next, the matching word determination step (S400) may determine a matching word for matching an advertisement related to the keyword extracted in the keyword extracting step (S300). Here, the list of advertisements related to the matching word and the matching word may be stored in the matching word database of the advertisement providing server performing the advertisement providing function.
Next, the list of advertisements related to the matching word and the matching word may be stored in the
Here, the matching word may be a search word stored in the
That is, the matching word may be generated by the user who uses the
Referring to FIG. 10, the keyword extracted in the keyword extracting step S300 is an 'Outlet Coach Bag', and the text information including all or a part of the 'Outlet Coach Bag' Is inputted through the
If the frequency of use of the matching word determined in the matching word determination step S400 is greater than a predetermined criterion and there is an advertisement matched to the matching word, the advertisement determination step (S500) As shown in FIG.
The predetermined usage frequency of the matching word may be determined in advance by the advertiser of the advertisement, the operator of the
Herein, before determining the advertisement matched with the matching word determined in the matching word determination step (S400) as the advertisement output through the
10, when an advertisement matched with the matching word determined in the matching word determination step S400 is determined to be an advertisement output through the
FIG. 11 is a diagram illustrating a user's position information and outputting an advertisement to a display unit according to an embodiment of the present invention.
Referring to FIGS. 10 and 11, when the 'Shinsegae Outlet Coach Shop' among the matching words determined in the matching word determining step (S400) is equal to or greater than a predetermined use frequency, the matching word reinforcing step (S450) (Location of the user terminal can be determined by using one of GPS, LBS (Location Based System), ITS, and base station information of a communication company applied to the user terminal) It is possible to provide an accurate advertisement to the user. That is, as shown in FIG. 10, 'Ilsan', which is the location information of the user determined through the user terminal, is further added to the 'Shinsegae Outlet Coach Shop', and the accuracy of the advertiser's advertisement, The 'Paju Shinsegae Outlet' can be derived.
Here, the accuracy may be determined according to the degree of matching at least one of the information related to the location of the user analyzed in the matching word reinforcing step (S450), the sex of the user, the age of the user, As set, the higher the degree of matching, the higher the accuracy can be given. Accordingly, the advertisement determination step S500 may determine the advertisement to be output to the
Accordingly, if the predetermined accuracy criterion is 70%, the advertisement determination step S500 can determine the advertisement of the 'Paju Shinsegae system outlet' as an advertisement output through the
12 illustrates a flow of an advertisement providing method for acquiring location information and time zone information of a user according to an embodiment of the present invention.
Referring to FIG. 12, an advertisement matched with the matching word determined in the matching word determination step S400 is determined as an advertisement output through the
FIG. 13 illustrates advertisement information by grasping the user's location information and time zone information according to an embodiment of the present invention.
Referring to FIGS. 12 and 13, when the 'bone vertebrae' among the matching words determined in the matching word determination step (S400) is greater than a predetermined use frequency, the matching word reinforcing step S450 ' The location information of the terminal can be further reinforced. That is, as shown in FIG. 9, the 'Sinsa-dong', which is the location information of the user determined through the user terminal, is further added to the 'bony spoils', and the advertisement of the advertiser located near the user' 'And' shrine skeleton hyejangguk 'can be derived. Here, the accuracy of the 'apgujeong bone spoon' is 25% and the accuracy of 'shrine bone spoon' is 70%. The reason why the accuracy of the 'spoon bones' is higher than that of the 'shrine bone spoon' It is more like information. Here, the matching word reinforcing step (S450) may further reinforce time zone information on the 'Apgujeong bone vertebrae' and 'Gentleman bone vertebrae', to which the accuracy is added by the determination of the position information, have. That is, as shown in FIG. 12, when the time when the user uses the
As described above, in the matching word determined in the matching word determination step (S400), any of the information related to the location of the user, the sex of the user, the age of the user, the time zone, and the season determined in the matching word reinforcing step (S450) The reason for further analyzing the one or more pieces of information is that if the user is provided with an advertisement that matches the matching word determined in the matching word determination step S400, the advertisement is applied to a place very far from the user's position, This is because an advertisement that is matched with the matching word but is not suitable according to the user's environment can be provided as if the advertisement is applied to a time zone different from the time zone using the user terminal. That is, in the matching word reinforcing step S450, if the frequency of use of the matching word is larger than a predetermined criterion and a plurality of advertisements matching the matching word exist, One or more pieces of information related to the time zone and the season may be further analyzed to select at least one advertisement that more closely matches the analyzed information.
If the frequency of use of the matching word determined in the matching word determination step S400 is smaller than a predetermined reference value, the matching word reinforcing step S450 may include a step of determining whether the user's location, user's sex, The information may be further analyzed to reinforce the matching word.
FIG. 14 illustrates providing advertisement by grasping the user's location information and time zone information when the search frequency of the matching word is smaller than a predetermined reference, according to an embodiment of the present invention.
Referring to FIG. 14, when there is no matching word among the matching words determined in the matching word determining step (S400), which is equal to or greater than a predetermined frequency of use among the 'chicken ribs', 'chicken feet', and 'chicken gospel', the matching word reinforcement S450 ) Step may reinforce the matching word to give an accuracy. Therefore, the matching word reinforcing step (S450) reinforces 'Shinchon', which is the position value of the user, with respect to 'chicken ribs' having the highest frequency of use among the matching words determined in the matching word determining step (S400) Chicken ribs' and 'Shinchon aided chicken ribs' were extracted. Then, through the time zone analysis,' Shinchon Aid chicken ribs' included in the business hours based on 23:00, which is the time when the user uses the user terminal, % ≪ / RTI > accuracy. Here, if the predetermined accuracy criterion is 70%, the advertisement decision step (S500) may determine that the advertisement of the 'Shin-Chon original chicken ribs' is an advertisement to be output to the
However, the matching word reinforcing step S450 may be performed according to at least one of the advertiser, the user, and the operator of the advertisement providing server, or the matching word reinforcing step S450 may be performed according to the location of the user, The time zone, and the season information, it is possible to omit it. In this case, the advertisement decision step (S500) may determine an advertisement to be outputted to the user terminal if the matching word is more than the frequency of use of the predetermined criterion according to the frequency of use of the matching word.
Hereinafter, the output of the advertisement according to an embodiment of the present invention can be examined in more detail.
11 and 13) of the user through the
FIG. 15 shows a flow of an advertisement providing method according to an embodiment of the present invention, FIG. 16 shows that an advertisement is displayed on a display unit according to an embodiment of the present invention, and FIG. According to one embodiment, an advertisement is added to and output from the display unit. FIG. 18 shows that an advertisement is added to a display unit according to an embodiment of the present invention, and FIG. 19 shows that advertisement information is displayed on a display unit according to an embodiment of the present invention .
According to the above description, it is exemplified that the matching word determined in the matching word determination step (S400) is more accurate in the matching word reinforcing step (S450) to provide a more accurate advertisement, and the corresponding advertisement output Since the matching word reinforcing step S450 may be omitted depending on the case, the complexity may be minimized, and the detailed description of the step S600 of the advertisement output (step S600) may be omitted. For the sake of understanding, reference will be made to an advertisement providing method in which the matching word reinforcing step S450 is omitted.
16 to 18, the advertisement outputting step may be performed in such a manner that the
The
Here, the
As described above, in the advertisement output step S600, the size of the advertisement area, which is an area occupied by the
Referring to FIG. 15 to FIG. 19, in detail, in one embodiment, when the user inputs text information 'pizza' through the
Then, among the text information continuously input through the
At this time, the
At this time, since the
Then, when the user selects the advertisement icon (2), the advertisement information (2) linked to the advertisement icon (2) can be output on the display. In this case, the
Here, the
In addition, the advertisement output step S600 may include displaying the
Figure 20 illustrates the disappearance of an advertisement area on a display portion, according to one embodiment of the present invention, and Figure 21 illustrates an advertisement area displayed on a display portion, in accordance with an embodiment of the present invention.
20, when the user clicks on the
21, when the user clicks on the
The advertisement output in the advertisement output step S600 may be stored so that the advertisement can be viewed when the advertisement function is activated after the advertisement function is disabled. That is, the
In the advertisement output step S600, when the user selects the advertisement and confirms the advertisement information for a predetermined time or more, the user can select the advertisement of the point that has the offline or online exchange value that can be earned to the advertiser or the advertisement provider The size may be set.
Referring to FIG. 19, a user may select the
Here, the advertisement providing method according to the present invention is characterized in that when the user clicks the advertisement outputted in the advertisement output step (S600) and confirms the advertisement information (20) for a predetermined time or longer, And a point accumulating step of accumulating a predetermined point to the user.
22 is a flowchart of an advertisement providing method including a point accumulation step according to the present invention.
22, a user selects an advertisement, which is output in the advertisement output step (S600) and in which the size of a point having an offline or online exchange value that can be earned to an advertiser or an advertisement provider is set, When the
Here, in the point accumulating step (S700), the size of the point that can be earned can be changed according to additional conditions.
FIG. 23 shows that points in different amounts are accumulated according to additional conditions in the point accumulation step according to the present invention.
Referring to FIG. 23, the point accumulation step S700, when the user selects the advertisement within a predetermined time before the user application is activated and confirms the
On the other hand, if the user selects the advertisement after a predetermined time has elapsed before terminating the user application (S720) in the point accumulation step (S700) , You can not earn the entire set points. In addition, even if the user selects the advertisement after the user application is terminated and checked again and the
While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it will be apparent to those skilled in the art that various modifications and variations can be made in the present invention without departing from the spirit and scope of the invention as defined in the appended claims. You can do it. It is therefore to be understood that the modified embodiments are included in the technical scope of the present invention if they basically include elements of the claims of the present invention.
100: user terminal 110:
130: display unit 140: input unit
2: Advertising icon 10: Advertising area
20: Advertising information
Claims (25)
A text information input step of inputting text information through an input unit of a user terminal;
An advertisement providing server communicating with the user application via a network and communicating with an application server driving the user application or an advertisement application separately installed from the user application and driving the advertisement application, A textual conversion step of converting textual information received from the user terminal through a network and converting the textual information into a written language;
A keyword extracting step of analyzing the written language information converted by the application server or the advertisement providing server and extracting keywords;
A matching word determining step of determining, by the application server or the advertisement providing server, a matching word for matching an advertisement related to the keyword extracted in the keyword extracting step;
If the usage frequency of the matching word determined in the matching word determination step is greater than a predetermined criterion and the matching advertisement matches the matching word, the application server or the advertisement providing server Determining an advertisement; And
Wherein the user application or the advertisement application receives the advertisement determined in the advertisement determination step through the network from the application server or the advertisement providing server and outputs the received advertisement through the user terminal Way.
Wherein the text-
A morpheme separating step of separating the text information input in the text information input step into morphemes having a minimum meaning and generating a morpheme group composed of at least one morpheme;
A stemming process for analyzing the morpheme group;
A morphological classification process for classifying the morpheme group into a morpheme having a substantial meaning and a morpheme having no substantial meaning according to the analysis result of the morpheme analysis process;
And a step of deriving the written language information from the morpheme information into the substantial morphemes classified in the morpheme classification process.
Wherein the morpheme analysis process includes an operation of separating the morpheme into a verb and a verb if there is a morpheme formed by combining a verb and a verb among the morpheme groups.
In the morpheme analysis process, when a morpheme formed by combining a cognac and a verb among the morpheme groups is separated into a cognac and a verb, the morpheme classification process classifies the vocabulary into the substantial morpheme, Wherein the classification is classified into the substantial morpheme or the morpheme morpheme according to the perception or the ending morpheme.
Wherein the morpheme analysis process removes the morpheme when the morpheme of the morpheme group exists in the morpheme group.
Wherein the morpheme analysis process converts the morpheme into a morpheme of the existing verb spell before the morpheme is deformed when a part of the morpheme group is reduced from the existing morpheme and is a modified form.
Wherein the morpheme analysis step determines whether at least one morpheme constituting the morpheme group is a single morpheme composed of only one morpheme or a compound word composed of a plurality of adjoining morphemes combined, Wherein if the compound word is included in at least one morpheme, at least one of the substantial morphemes of the compound word is divided or retained in the compound word.
When a plurality of the substantial morphemes are extracted from the compound word and the written language information constituted in the dictionary derivation process includes a plurality of meanings, the keyword extracting step extracts, from among the plurality of substantial morphemes extracted from the compound word, And a textual information input unit for inputting textual information input from at least one user terminal participating in a chat through the user application in a predetermined time range before and after a time when textual information including a compound word is input through the user terminal, And analyzing the written language information including morphemes to extract keywords.
Wherein the text-to-speech conversion step further comprises a new term coarse analysis process for analyzing the new coarse word when at least one morpheme constituting the morpheme group exists in the substantial morpheme and the new morpheme that can not be classified into the morpheme morpheme Ad serving method.
Wherein the new coined word analysis process matches the new coined word with the new coined word stored in the new coined word database of the advertisement providing server performing the advertisement providing function and if the coined new coined word exists, Wherein the new coined word is classified into the substantial morpheme or the morpheme morpheme.
Wherein the new coined word analysis process matches the new coined word with the new coined word stored in the new coined word database of the advertisement providing server performing the advertisement providing function and if the matched coined word does not exist, From the text information input from the at least one user terminal participating in the chat through the user application within a predetermined time range before and after the time when the text information including the text information is inputted through the user terminal, A new meaning is given to the new coined word, and the new coined word is classified into the substantial morpheme or the morpheme morpheme.
Wherein the new coined word meaningful in the new coined word analysis process is stored in the new coined word database.
Wherein the keyword extracting step extracts the keyword by analyzing at least one of the substantial morpheme constituting the written language information.
Wherein the keyword extracting step analyzes the text information inputted from at least one user terminal participating in the chat through the user application within a predetermined time range before and after the time at which the text information is input, And extracting a keyword from the extracted keyword.
Wherein the matching word and the list of advertisements associated with the matching word are stored in a matching word database of an advertisement providing server performing an ad serving function and the matching word is associated with the keyword, Wherein the keyword is a search word stored in an advertisement providing server and matched with a predetermined advertisement.
If the frequency of use of the matching word determined in the matching word determination step is smaller than a predetermined criterion, the advertisement determination step may determine at least one of information related to a user's location, a user's sex, a user's age, a time zone, Further comprising a matching word reinforcing step of reinforcing the matching word by further analyzing the matching word.
Wherein the advertisement determining step comprises a step of determining whether the matching frequency of the matching word determined in the matching word determination step is larger than a predetermined reference and a plurality of advertisements matched to the matching word exist, Further comprising a matching word reinforcing step of analyzing at least one of information related to the time zone and the season.
Wherein the advertisement output from the advertisement output step is stored so as to be viewable when the advertisement function is activated after the advertisement function is disabled.
If the user clicks the advertisement and confirms the advertisement information for a predetermined time or longer, the size of the point where the user can receive the offline or online exchange value that can be earned to the advertiser or the advertisement provider is set When the user clicks on the advertisement and confirms the advertisement information for a predetermined period of time, the point accumulation step of determining the completion of the user's point accumulation condition and accumulating a predetermined point to the user Ad serving method.
The user may select the advertisement within a predetermined time before the end of the user application and check the advertisement information for a predetermined period of time in the point accumulation step, The method comprising:
In the point accumulation step, the user selects the advertisement after a predetermined time elapsed before the end of the user application and confirms the advertisement information for a predetermined time or more. After the user application is terminated, Wherein when the advertisement information is confirmed for a predetermined period of time or longer, the user accumulates a predetermined percentage of points at a predetermined point in the advertisement.
Wherein the text information input step is performed by an input function provided by the operating system of the user terminal, and the transmission of the text information and the output of the advertisement information input in the text information input step are performed by an advertisement application separately installed in the user terminal And the advertisement determination step is performed by an advertisement providing server that communicates with the advertisement application.
Wherein the advertisement output step is performed by adding an advertisement icon horizontally or vertically from an advertisement provider located in a specific corner area of the display unit of the user terminal.
Wherein the advertisement output step is displayed in such a manner that the size of the advertisement area, which is an area occupied by the advertisement icons sequentially added, is increased.
Wherein the advertisement icons are sequentially added on an advertisement area arranged in a horizontal direction or a vertical direction.
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KR101886628B1 (en) * | 2017-04-27 | 2018-09-10 | 주식회사 트위니 | System and clustering method for group chatrooms, and service thereof |
US10691892B2 (en) | 2017-03-14 | 2020-06-23 | Electronics And Telecommunications Research Institute | Online contextual advertisement intellectualization apparatus and method based on language analysis for automatically recognizing coined word |
KR20210041185A (en) * | 2019-10-07 | 2021-04-15 | 주식회사 알에스엔 | Pattern Dictionary Establish Method by Data Classify and Analysis |
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KR20100009027A (en) * | 2008-07-17 | 2010-01-27 | 에스케이커뮤니케이션즈 주식회사 | Method and system for providing advertising service using the keywords of internet contents and program recording medium |
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US10691892B2 (en) | 2017-03-14 | 2020-06-23 | Electronics And Telecommunications Research Institute | Online contextual advertisement intellectualization apparatus and method based on language analysis for automatically recognizing coined word |
KR101886628B1 (en) * | 2017-04-27 | 2018-09-10 | 주식회사 트위니 | System and clustering method for group chatrooms, and service thereof |
KR20210041185A (en) * | 2019-10-07 | 2021-04-15 | 주식회사 알에스엔 | Pattern Dictionary Establish Method by Data Classify and Analysis |
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