KR20180113306A - Method, Apparatus and Computer-Readable Medium of searching insertion image for writing post. - Google Patents

Abstract

The present invention relates to a method of searching for an insertion image for writing an on-line post, and more specifically, to a technique for searching for an on-line insertion image to analyze keywords entered by the user and provide an insertion image retrieved through a database and an external on-line search network. The method of searching for an on-line insertion image according to an embodiment of the present invention includes: a keyword extraction step of extracting at least one keyword by analyzing search information entered from the user terminal to search for an image to be inserted into a created post; a first searching step of searching images matched with the extracted keyword in which an image matched with the keyword is retrieved among images paid by an advertiser and stored in an internal first database; a second searching step of searching for an image matching the keyword through an external on-line search network; and an image selection step of selecting the images, which are retrieved as a result of performing the first searching step and the second searching step, as an image candidate to be inserted into the post.

Description

METHOD, APPARATUS AND COMPUTER-READABLE MEDIUM <br> <br> <br> Patents - stay tuned to the technology INTERNET INSERT IMAGE SEARCH METHOD, DEVICE AND COMPUTER-READABLE MEDIUM

The present invention relates to an on-line inserted image search method, and more particularly, to a technique for analyzing a keyword inputted by a user and providing an inserted image retrieved through a database and an external online search network.

Due to the development of the Internet and the increase of the Internet penetration, the exchange and retrieval of various information using the Internet is actively performed through the communication network. Especially, it is becoming more and more common for users to share their pictures with others through wire / wireless interworking.

In recent years, various types of services for sharing pictures using various social network services (SNS) have been provided. Korean Patent Laid-Open Publication No. 10-2014-0119217 proposes a technology relating to a photo sharing system and a photo sharing method capable of searching for a photograph through keyword search.

The above-described prior art discloses a technique for providing a keyword for facilitating the search of a registered photograph for sharing a photograph, and a method for searching for a photograph through keyword search.

However, in the above-described prior art, there is a problem that the search and sharing of a photograph is restricted when a photograph having a keyword desired by the user is not stored in the database. Accordingly, there is a need for a technique for searching for a new image.

In addition, although the number of advertisements through online has increased recently, the problem that the online advertisement technology increases the user's fatigue by using the indiscreet advertisement exposure method which does not reflect the user's interest field and intention, Has been pointed out.

Accordingly, it is an object of the present invention to provide a method and system for providing an advertisement to a user by using the SNS, In addition, the present invention proposes a structure capable of generating a profit by billing advertisers for service operators in image insertion, and provides an on-line inserted image search method that can increase advertisement efficiency according to natural advertisement exposure in an advertiser. .

In order to accomplish the object of the present invention, an on-line inserted image search method includes: extracting at least one keyword from a user terminal by analyzing input search information to search for an image to be inserted into a created post; A first retrieval step of retrieving an image matched with the extracted keyword and retrieving an image matched with the keyword among the images stored in the first database stored in the internal database; A second retrieval step of retrieving an image matching the keyword through the external online search network; And an image selecting step of selecting the retrieved image as an image candidate to be inserted into the post as a result of performing the first retrieving step and the second retrieving step.

Meanwhile, an on-line inserted image search apparatus according to an embodiment of the present invention includes: a keyword extracting unit for analyzing input search information to search for an image to be inserted into a created post from a user terminal and extracting at least one keyword; A first search unit for searching an image matched with the extracted keyword and searching for an image matched with the keyword among the images stored in the first database, A second search unit for searching an image matching the keyword through an external online search network; And an image selection unit selecting an image retrieved as a result of performing the first retrieval step and the second retrieval step as image candidates to be inserted into a post.

According to an embodiment of the present invention, an insert image result matching the search intention of a user can be provided.

Also, according to the present invention, when an image related to a keyword input by a user does not exist in a database, a search engine result of an external web site is provided, thereby solving the problem that a user has to spend time for searching for an image, .

In addition, the present invention can provide search results of an external web site to a user in a variety of ways, even if an image related to a keyword input by a user exists in the database.

1 is a flowchart according to a first embodiment of an on-line inserted image search method of the present invention.
2 is a flowchart according to a second embodiment of the online insertion image search method of the present invention.
3 is a flow chart for deleting and extending an image stored in a database from an advertiser;
4 is a configuration diagram of an on-line inserted image search method according to an embodiment of the present invention;
Figures 5 to 9 illustrate exemplary screens that appear on a user and / or advertiser terminal in accordance with one embodiment of the present invention.
10 is a block diagram illustrating an internal configuration of a computing device according to an embodiment of the present invention.

In the following, various embodiments and / or aspects are now described with reference to the drawings. In the following description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of one or more aspects. However, it will also be appreciated by those of ordinary skill in the art that such aspect (s) may be practiced without these specific details. The following description and the annexed drawings set forth in detail certain illustrative aspects of one or more aspects. It is to be understood, however, that such aspects are illustrative and that some of the various ways of practicing various aspects of the principles of various aspects may be utilized, and that the description set forth is intended to include all such aspects and their equivalents.

As used herein, the terms " an embodiment, " " an embodiment, " " an embodiment, " " an embodiment ", etc. are intended to indicate that any aspect or design described is better or worse than other aspects or designs. .

It is also to be understood that the term " comprises " and / or " comprising " means that the feature and / or component is present, but does not exclude the presence or addition of one or more other features, components and / It should be understood that it does not.

Also, terms including ordinal numbers such as first, second, etc. may be used to describe various elements, but the elements are not limited to these terms. The terms are used only for the purpose of distinguishing one component from another. For example, without departing from the scope of the present invention, the first component may be referred to as a second component, and similarly, the second component may also be referred to as a first component. And / or &lt; / RTI &gt; includes any combination of a plurality of related listed items or any of a plurality of related listed items.

Furthermore, in the embodiments of the present invention, all terms used herein, including technical or scientific terms, unless otherwise defined, are intended to be inclusive in a manner that is generally understood by those of ordinary skill in the art to which this invention belongs. Have the same meaning. Terms such as those defined in commonly used dictionaries are to be interpreted as having a meaning consistent with the contextual meaning of the related art and, unless explicitly defined in the embodiments of the present invention, are intended to mean ideal or overly formal .

1 is a flowchart according to a first embodiment of the on-line inserted image search method of the present invention.

In order to implement an inserted image search method for creating an online post of the present invention, a keyword extracting step (S1) for extracting at least one keyword by analyzing input search information for searching an image to be inserted into a post created from a user terminal, ) Is performed.

Step S1 may be understood as a step of extracting at least one or more keywords by morphologically analyzing the text included in the search information of the user to extract the keyword.

In this case, morpheme analysis is a technique of extracting keywords by separating and analyzing the morpheme into a morpheme that is a minimum unit from a word or a word. For example, if the keyword used by the user for image retrieval is &quot; ", The Korean word" "and" "landmark" "are separated into morphemes and the abbreviations such as" "" "" "and" "" Korea, "" and "" landmark "" with the keyword "".

On the other hand, the search keyword information inputted from the user terminal can be collected and managed in the database, and the frequency of the collected keywords can be counted, and a weight can be given to the keywords having a high frequency. At this time, it is preferable that the frequency of the keyword includes not only the same keyword but also the related keyword associated with the search keyword.

The user terminal includes at least a tablet PC, a laptop, a personal computer, a smart phone, a personal digital assistant (PDA), and a mobile communication terminal ). &Lt; / RTI &gt;

After the execution of step S1, a first retrieval step S2 for retrieving an image matched with the keyword is performed.

In step S2, an image matched to the extracted keyword is searched for, and an image matched to the keyword is searched for among the images stored in the first database, which are received from the advertiser.

On the other hand, the image to be searched may have at least one or more matching keywords. For example, when a user inputs a keyword " notebook " to search for an embedded image, the keyword of the matching image includes the keywords " notebook ", " laptop ", " portable PC ", and " An image with one or more associated keywords, including keywords, may be matched.

In step S2, an image closest to the keyword input from the user terminal is loaded, and different priorities are applied according to the billing information paid by the advertiser, so that the images matched according to the billing information having the highest priority are output first .

For example, if the keyword of the inserted image of the advertiser A and the keyword of the inserted image of the advertiser B are the same, and the result of inquiry of the billing information and the highest priority of the advertiser A, the image of the advertiser A is output to the top, It is possible to output the image differentially according to the information.

On the other hand, it is preferable that the billing is set so that the advertiser is paid for storing the image, and the billing is settled in accordance with the pre-filling balance exhausting method. However, it is a matter of course that the billing method described above can be used for postpay billing in addition to the method of exhausting the prepayment balance, in accordance with the service billing policy of the company. In addition, according to the billing policy, the image can be searched and paid to the creator who added it as a posting.

In addition, the above-described image may be deleted from the advertiser after a preset period of time elapses from the billing settlement time of the image stored in the first database.

At this time, the first database transmits the notice of the scheduled deletion of the image to the advertiser account before the predetermined period elapses based on the time of the billing process from the advertiser in the preprocessing step before deleting the image, You can get input for selection.

That is, after transmitting the image deletion scheduled notification information, the first database may update the storage period of the extended charging image, or may delete the image that has not been processed for extended charging will be.

The image processing apparatus according to any one of claims 1 to 3, wherein, in step S2, an external database having an image usage contract is stored, and at least one image is stored in the second database, A search step S3 may be performed.

That is, an image use contract is concluded with a specific external database, and an image matching with a keyword input from a user terminal among images existing in the database is searched and output to a user terminal, thereby providing an inserted image matching the user's search intention And the like.

The image stored in the second database, which is the specific external database described above, may be an image in which the copyright on the image is in the operating entity of the external database. Accordingly, the copyright problem can be solved by entering an image use contract with the second database and providing it as a retrieved image, as described above.

Meanwhile, providing an image through a local network may provide an API in the processor of the present invention so that a user can connect an external second database using a local network through an image search.

After the execution of step S3, a second search step S4 may be performed to search for an image matching the keyword through the external online search network. S2 to S4 may be performed independently of each other or may be performed by combining two or more of them according to another embodiment of the present invention.

That is, in step S4, in order to search for an image matched to a keyword input to the user terminal, the image is connected to each other through various known communication networks such as wired / wireless Internet, Wifi, It is possible to provide an embedded image corresponding to a user's search intention through an external online search network even when an image matched with a keyword does not exist in the internal first database.

In the present invention, step S4 is performed when an image matched with a keyword inputted by the user is not searched from the first database and the second database, but the image matched to the keyword is valid from the first database &Lt; / RTI &gt;

That is, even if the image matched with the keyword is effectively retrieved from the first database, the second database and the external online search network, the first retrieving step S2, the third retrieving step S3 and the second retrieving step S4 may be performed simultaneously with each other. At this time, the image output as a result of performing the steps S2 and S3 may be output prior to the image output as the result of performing the step S4.

After step S4, an image selection step S5 is performed in which the retrieved image is selected as an image candidate to be inserted into the post.

That is, the step S5 performs a function of selecting the retrieved image as an image candidate to be inserted into the post as a result of performing the first retrieving step S2, the second retrieving step S4 and the third retrieving step S3 , And to cause the image selected by the user terminal to be output on the screen of the user terminal.

In addition, although not shown in FIG. 1, the image output step may further include an image output step of outputting the selected image candidate to the user terminal after performing step S5 so that the user can select an image to be inserted through the user terminal.

Meanwhile, in the image output step, when the candidate image is output according to the first search step S2 and the second search step S4 described above, the image output step, which is the image output by the execution of the first search step S2, One candidate image may be output prior to the second candidate image, which is the image output by the execution of the second search step. Also, when the third searching step S3 is performed, the third candidate image, which is the image output by performing the third searching step S3, may also be output according to the priority order. For example, the first candidate image, the third candidate image, and the second candidate image may be output in this order.

The present invention can induce the advertisement to be naturally included in the image to be searched and inserted at the time of creating the bulletin, reduce the fatigue due to natural advertisement exposure to the users, It is possible to provide an online insertion image search method that proposes a structure capable of generating a profit by an advertiser's billing for an operating entity and an advertisement efficiency according to a natural advertisement exposure in an advertiser.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments.

2 is a flowchart according to a second embodiment of the online insertion image search method of the present invention. On the other hand, in the following description, it will be understood that the execution of the steps overlapping with the steps described in Fig. 1 described above includes both the functions and effects described in Fig.

In order to implement the second embodiment of the present invention, a keyword extracting step (S10) is performed in which at least one keyword is extracted by analyzing input search information to search for an image to be inserted into a post created from a user terminal.

Step S10 may extract at least one or more keywords by morphologically analyzing the text included in the search information of the user to extract the keyword.

After performing step S10, a step S20 of searching for an image matched with a keyword is performed.

In operation S20, an image matching the extracted keyword is searched for, and an image matched to the keyword is searched for among the images stored in the database, which are received from the advertiser. Meanwhile, the image to be searched may have at least one or more matching keywords, and images having one or more associated keywords may be matched.

For example, when a user inputs a keyword " notebook " to search for an embedded image, the keyword of the matching image includes keywords such as " notebook ", " laptop ", " portable PC ", and " The image can be matched.

In step S20, an image closest to the keyword input from the user terminal is loaded, and different priorities are applied according to the billing information paid by the advertiser so that images matched according to the billing information having the highest priority are output first .

On the other hand, it is preferable that the billing is set so that the advertiser is paid for storing the image, and the billing is settled in accordance with the pre-filling balance exhausting method. However, it is a matter of course that the billing method described above can be used for postpay billing in addition to the method of exhausting the prepayment balance, in accordance with the service billing policy of the company. In addition, according to the billing policy, the image can be searched and paid to the creator who added it as a posting.

After the execution of step S20, a step S30 of determining whether the image matched with the keyword is retrieved from the database is performed.

As a result of step S30, if an image matched to the keyword is searched from the database, a first selection step (S40) is performed to select an image retrieved from the database as an image candidate to be inserted into the post.

The step S40 may further include a first candidate image output step of outputting the selected image to the user terminal in step S40.

That is, it can be understood that the user selects an image stored in the database and outputs the image as a candidate of the first image as the image matched with the keyword input by the user is effectively retrieved from the database.

When the image matching the keyword is not searched from the database as a result of the step S30, a third search step (not shown) for searching an external database matching the keyword with an image matching the keyword, A second retrieval step S41 may be performed to retrieve an image matching the keyword through the network.

On the other hand, the third retrieval step provides an image stored in the second database, which is an external database with which the image use contract is concluded, through the local network, wherein the provided image is an image in which the copyright on the image is in the main body of the external database This has the advantage of solving the copyright problem.

In the second search step S41, a search engine of an external website is used to search for an image matched to a keyword entered by the user. Even if an image to be inserted by the user does not exist in the database, There is an advantage that an embedded image corresponding to the search intention of the user can be provided using the engine.

After the execution of step S41, a second selection step (S42) of selecting an image retrieved from a search engine of an external web site as an image candidate to be inserted into the post is performed, and the image selected by the execution of step S42 is output to the user terminal A second candidate image output step S50 may be performed.

In the present invention, steps S41 and S42 are performed when an image matched with a keyword inputted by the user is not searched from the database. However, even if the image matched to the keyword is effectively searched from the database .

That is, even when the image matching the keyword is effectively retrieved from the database, the first retrieving step, the third retrieving step (not shown) and the second retrieving step described above can be performed simultaneously with each other, It is understood that the image obtained as the result of performing the step is outputted prior to the third search result and the second search result image. For example, the first candidate image, the third candidate image, and the second candidate image may be output in this order.

After performing the above-described step S40 or performing the steps S41 and S42, the step S50 of outputting the selected image to the user terminal is performed.

Step S50 can be understood as a step of completing the on-line inserted image search by outputting the selected image to the user terminal as a result of the above-described steps S10 to S42.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. In addition, the first and second embodiments may be performed independently of each other, but may be performed in combination with one or more embodiments, either sequentially or simultaneously.

3 is a flow chart for deleting images stored in a database from an advertiser.

Referring to FIG. 3, when a period of time elapses from the billing settlement time point of the image stored in the first database and the stored image is charged, the internal first database stores the image storage period extension or image deletion according to the input value received from the advertiser terminal Can be performed.

First, the first database performs step S70 of judging whether the stored image is close to a predetermined period (for example, seven days before the expiration of the period).

As a result of the determination in step S70, when the predetermined period is near, the step S71 of transmitting notification information about the image deletion schedule to the advertiser account is performed.

The notification information includes at least date, time remaining until image deletion, time information, and period extension processing information, so that the advertiser can provide detailed information on deletion of the stored image.

On the other hand, after the execution of step S71, a step S72 for determining whether or not to process the extension charge may be performed.

In step S72, if the extension charge for image storage is processed by the advertiser in step S72, the step of approving the extension of the image storage is performed (step S73). If the extension charge is not processed, the image is deleted It can be understood that step S74 is performed.

4 is a configuration diagram of an on-line inserted image searching method according to an embodiment of the present invention.

In the following description, unnecessary description overlapping with the description of FIG. 1 to FIG. 3 will be omitted.

For example, referring to FIG. 4, the on-line inserted image retrieval apparatus may be configured as a computing device including one or more processors and one or more memories.

In addition, the above-described online insertion image search apparatus may be a user terminal, and a program, a web page, or an application capable of performing the functions of the present invention may be installed and output, and all data input and output It can be all possible devices.

4, the on-line inserted image search apparatus 60 includes a keyword extracting unit 61, a first searching unit 62, a second searching unit 64, a third searching unit 63, and an image selecting unit 65).

On the other hand, the keyword extracting unit 61 performs a function of analyzing the inputted keyword information to search for an image to be inserted into a post created from the user terminal 10. The method of analyzing the above-described search keyword information is a method of extracting at least one or more keywords by morphologically analyzing the text of the search keyword inputted by the user. For example, if the keyword used by the user for image search is &quot; When we assume that the word "" is a keyword, we analyze the word "" Korean "" and "" landmark "" as morphemes in the keyword, and remove the abbreviations such as " Can be understood as a process of separating and analyzing only "" Korea "" and "" landmark "" as keywords.

When the keyword is extracted by the morphological analysis method of the keyword extracting unit 61, the keyword extracted by the keyword extracting unit 61 is input to the first search unit 62, the second search unit 64, (63).

The first search unit 62 is communicable with an internal first database 30 that is charged from the advertiser terminal 20 and manages the stored embedded image. The first search unit 62 includes a keyword extracting unit 61 And searches for whether there is an image matching the extracted keyword.

That is, when an image matching with the keyword extracted from the internal first database 30 is searched according to the execution of the first search unit 62, the image selection unit 65 selects the image candidate to be inserted into the post, The image retrieved from the database 30 may be selected and output to the user terminal.

The third search unit 63 may be connected to the second database 40 to perform image search. Meanwhile, the second database 40 is an external database in which an image use contract is concluded, and at least one image is stored and an image can be provided through the local network. Accordingly, the third search unit 63 And searches the images stored in the second database 40 for images matched to the keywords input from the user terminal.

That is, according to the execution of the third search unit 63, it can be understood that the image retrieved from the external database 40 to which the image use contract is concluded is output to the user terminal as an image candidate to be inserted into the post. On the other hand, the third search unit 63 is advantageous in that the copyright problem can be solved by providing the image present in the second database 40 that has concluded the image use contract to the user.

Meanwhile, the second search unit 64 is connected to an external online search network 40 using a search engine of an external website, and performs an image search to be inserted into a post.

That is, the image retrieval result in the external online search network 50 according to the execution of the second retrieval unit 64 is outputted to the user terminal as an image candidate to be inserted into the post by the image selection unit 65 .

The first search unit 62, the second search unit 64, and the third search unit 63 may be simultaneously performed to output a candidate image to the user terminal. However, And can be performed independently / sequentially when being searched.

In other words, the above-described device can induce the advertisement to be embedded naturally when inserting an image when inserting a post and inserting the image, thereby registering it in a post related to the image, and reducing fatigue caused by natural advertisement exposure In the image search result and insertion, it is proposed that a structure capable of making a profit by billing the advertiser for the subject who registered the image in the service operating entity and / or the posting, and the advertising efficiency according to the natural advertisement exposure in the advertiser It is.

5 to 9 are exemplary screens displayed on a user and / or an advertiser terminal according to an embodiment of the present invention.

Referring to the example screen 100 of FIG. 5, a user can insert an image by pressing an image insertion button in order to insert an image into a post to be uploaded to his or her SNS account (SNS, messenger, blog, etc.). For example, by clicking the image insertion button, menus such as a keyword input (image keyword search), a camera shooting, and an image stored in a terminal such as a PC or a mobile phone, which are means for inserting an image, can be outputted.

6 is an exemplary screen showing the results of the first searching step and the second searching step.

Referring to FIG. 6, when an image matched with a search keyword is effectively searched for in the first database on the screen 200 showing the result of the search keyword input from the user terminal, the number of the searched images, The image search result 210 to which the priority in the first database is applied, and the image search result 220 using the external online search network.

That is, according to the present invention, even if an image related to a keyword input by a user is present in the first database, the image result 220 using the external online search network is provided together to provide the user with image results retrieved from various paths, By providing an embedded image corresponding to the search intention, the convenience of the user in searching for the embedded image is increased.

FIG. 7 shows an exemplary screen 300 about an image that is charged from an advertiser and stored in a first database.

By way of example, referring to FIG. 7, an advertiser can store an image in a first database through an advertiser terminal, and can add at least one or more associated keywords to an image to be stored in the first database. In addition, the advertiser can give priority to his / her image at the time of retrieving an image matching the keyword by paying a certain rate of addition (for example, 50% of the base money) in order to output the image to be registered first .

Meanwhile, the billing settlement may be pre-charged and pre-paid by the advertiser. However, the billing settlement may be performed according to the service billing policy of the company in addition to the pre-charge balancing method. In addition to the billing form shown in FIG. 7, the billing policy can be varied according to the billing policy at the time of image search and post registration, and the advertisement fee can be paid to the billing policy even for the operator who inserts the image have. For postpay billing, a variety of counting methods can be used, such as the number of times an image is selected or the number of times an image is exposed as a search result.

8 is an example screen 400 showing deletion scheduled notification information according to the expiration of the storage period of the image of the advertiser stored in the database.

The database may transmit the deletion scheduled notification information for image deletion to the advertiser account before a preset period of time elapses based on the billing processing time from the advertiser in the image storage period. For example, As shown in (400), a message such as " Image D of Advertiser A is scheduled to expire after 3 days. Would you like to extend? In addition, the above-mentioned guide message may be input to whether or not to process the extension charge, and may perform a process of updating or deleting the storage period of the image stored in the database.

FIG. 9 is an example screen 500 displayed at the terminal of the advertiser according to the present invention.

9, the advertiser terminal can check the image list of the advertisers registered in the current database, and can check the keyword, keyword information, priority output information, payment amount, and expiration period information corresponding to each image list have.

Meanwhile, the database may count the number of times of use of the keyword used in the image search through the first search step and the second search step, and calculate the charge so that a predetermined weight is given to the keyword having a high frequency. In addition, as described above, the billing method can be variously performed according to the billing policy in image search and post registration, and the advertisement fee can be paid to the billing policy even for the operator who has registered the post by inserting the image.

For example, when the keyword corresponding to the image B of the advertiser A is a keyword having a high frequency, the user can request a payment amount to the advertiser by assigning a weight value of 20% to the reference value.

It is also preferable that the counting of the number of times of use of the above-mentioned keyword includes a related keyword associated with the searched keyword. That is, according to the present invention, weights of keywords are calculated according to the frequency of keywords inputted by users for image search, and when the images are registered in the database, the amounts to be paid are set differently, There is an advantage that it can be improved.

10 is a block diagram illustrating an internal configuration of a computing device according to an embodiment of the present invention.

10, computing device 11000 includes at least one processor 11100, a memory 11200, a peripheral interface 11300, an input / output subsystem I / Osubsystem) 11400, a power circuit 11500, and a communication circuit 11600. At this time, the computing device 11000 may correspond to the user terminal A connected to the tactile interface device or the computing device B described above.

Memory 11200 can include, for example, a high-speed random access memory, a magnetic disk, SRAM, DRAM, ROM, flash memory or non-volatile memory. have. The memory 11200 may include software modules, a set of instructions, or various other data required for operation of the computing device 11000.

At this point, accessing memory 11200 from other components, such as processor 11100 or peripheral device interface 11300, may be controlled by processor 11100.

Peripheral device interface 11300 may couple the input and / or output peripheral devices of computing device 11000 to processor 11100 and memory 11200. The processor 11100 may execute a variety of functions and process data for the computing device 11000 by executing a software module or set of instructions stored in the memory 11200.

The input / output subsystem 11400 may couple various input / output peripherals to the peripheral interface 11300. For example, input / output subsystem 11400 may include a controller for coupling a peripheral, such as a monitor, keyboard, mouse, printer, or a touch screen or sensor, as needed, to peripheral interface 11300. According to another aspect, the input / output peripheral devices may be coupled to the peripheral device interface 11300 without going through the input / output subsystem 11400.

Power circuitry 11500 may provide power to all or a portion of the components of the terminal. For example, the power circuit 11500 may include one or more power supplies, such as a power management system, a battery or alternating current (AC), a charging system, a power failure detection circuit, a power converter or inverter, And may include any other components for creation, management, distribution.

Communication circuitry 11600 may enable communication with other computing devices using at least one external port.

Or as described above, communication circuitry 11600 may, if necessary, enable communications with other computing devices by sending and receiving RF signals, also known as electromagnetic signals, including RF circuitry.

10 is merely an example of the computing device 11000, and the computing device 11000 may have the additional components omitted in FIG. 10, or further components not shown in FIG. 10, Lt; RTI ID = 0.0 &gt; components. &Lt; / RTI &gt; For example, in addition to the components illustrated in FIG. 10, a computing device for a mobile communication terminal may further include a touch screen, a sensor, and the like. The communication device 1160 may be connected to various communication methods (WiFi, 3G, LTE , Bluetooth, NFC, Zigbee, etc.). The components that may be included in computing device 11000 may be implemented in hardware, software, or a combination of both hardware and software, including one or more signal processing or application specific integrated circuits.

The methods according to embodiments of the present invention may be implemented in the form of a program instruction that can be executed through various computing devices and recorded in a computer-readable medium. In particular, the program according to the present embodiment can be configured as a PC-based program or an application dedicated to a mobile terminal. An application to which the present invention is applied can be installed in a user terminal through a file provided by a file distribution system. For example, the file distribution system may include a file transfer unit (not shown) for transferring the file according to a request from the user terminal.

The apparatus described above may be implemented as a hardware component, a software component, and / or a combination of hardware components and software components.

For example, the apparatus and components described in the embodiments may be implemented within a computer system, such as, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA) , A programmable logic unit (PLU), a microprocessor, or any other device capable of executing and responding to instructions. The processing device may execute an operating system (OS) and one or more software applications running on the operating system. The processing device may also access, store, manipulate, process, and generate data in response to execution of the software. For ease of understanding, the processing apparatus may be described as being used singly, but those skilled in the art will recognize that the processing apparatus may have a plurality of processing elements and / As shown in FIG. For example, the processing unit may comprise a plurality of processors or one processor and one controller. Other processing configurations are also possible, such as a parallel processor.

The software may include a computer program, code, instructions, or a combination of one or more of the foregoing, and may be configured to configure the processing device to operate as desired or to process it collectively or collectively Device can be commanded. The software and / or data may be in the form of any type of machine, component, physical device, virtual equipment, computer storage media, or device , Or may be permanently or temporarily embodied in a transmitted signal wave. The software may be distributed over a networked computing device and stored or executed in a distributed manner. The software and data may be stored on one or more computer readable recording media.

The method according to an embodiment may be implemented in the form of a program command that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions to be recorded on the medium may be those specially designed and configured for the embodiments or may be available to those skilled in the art of computer software. Examples of computer-readable media include magnetic media such as hard disks, floppy disks and magnetic tape; optical media such as CD-ROMs and DVDs; magnetic media such as floppy disks; Magneto-optical media, and hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language code such as those produced by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. For example, it is to be understood that the techniques described may be performed in a different order than the described methods, and / or that components of the described systems, structures, devices, circuits, Lt; / RTI &gt; or equivalents, even if it is replaced or replaced. Therefore, other implementations, other embodiments, and equivalents to the claims are also within the scope of the following claims.

Claims (15)

1. An on-line embedded image retrieval method implemented by a user terminal comprising one or more processors and one or more memories for storing instructions executable by the processor,
A keyword extracting step of extracting at least one or more keywords from the user terminal by analyzing the inputted search information to search for an image to be inserted into a created post;
A first retrieval step of retrieving an image matched with the extracted keyword, and retrieving an image matched with the keyword, among the images stored in the first database stored in the internal database;
A second retrieval step of retrieving an image matching the keyword through an external online search network; And
And selecting an image retrieved as a result of performing the first retrieval step and the second retrieval step as an image candidate to be inserted into the post.
The method according to claim 1,
Wherein the second searching step comprises:
Wherein the search is performed when an image matched to the keyword is not searched from the database as a result of the first searching step.
The method according to claim 1,
Between the first search step and the second search step,
A third retrieval step of retrieving an image matched with the keyword among the images stored in the second database in which at least one image is stored and the image can be provided through the local network, Including,
Wherein the image selection step comprises:
Wherein the retrieved image is selected as an image candidate to be inserted into the post as a result of performing the first retrieval step, the second retrieval step and the third retrieval step.
The method according to claim 1,
After the image selection step,
And outputting the selected image candidate to the user terminal according to the image selection step to enable selection of an image to be inserted through the user terminal.
The method according to claim 1,
The image output step may include:
When outputting a candidate image according to the execution of the first search step and the second search step, outputting a first candidate image, which is an image output by the execution of the first search step, Wherein the second candidate image is output prior to the second candidate image.
The method according to claim 1,
Wherein the first search step comprises:
An image closest to the keyword input from the user terminal is loaded, and an image matched with the accounting information having a higher priority is output first by applying different priorities according to the accounting information paid by the advertiser. How to search online insertion images.
The method according to claim 1,
Wherein the charging is set such that the advertiser is paid for storing the image by paying in advance prepayment according to the prepaid balance exhaustion method or the image search and insertion result.
8. The method of claim 7,
The image may include:
And an image is deleted when a predetermined period elapses from the billing settlement time of the image stored in the database after being charged from the advertiser .
9. The method of claim 8,
And a notification unit configured to transmit the notice of deletion due to the image to the advertiser account before a predetermined period elapses based on a time point at which the advertiser has been charged from the advertiser, And the image is deleted when the extended billing process for the image is not processed until the elapse of the period.
The method according to claim 1,
In the keyword extracting step,
Wherein the at least one keyword is extracted by morpheme analysis of the text included in the search information.
The method according to claim 1,
Wherein the first database comprises:
And counting the number of times of use of the keyword used in the image search through the first searching step and the second searching step, and calculating a charge so that a predetermined weight is given to a keyword having a high frequency.
12. The method of claim 11,
The keyword frequency,
Wherein the counting includes counting related keywords associated with the keyword.
The method according to claim 1,
Wherein the at least one keyword is matched to the image to be searched.
An on-line inserted image retrieval apparatus comprising one or more processors and one or more memories for storing instructions executable by the processor,
A keyword extracting unit for extracting at least one or more keywords from the user terminal by analyzing the inputted search information to search for an image to be inserted into a created post;
A first search unit for searching an image matched with the extracted keyword and searching for an image matched with the keyword among the images stored in the first database,
A second search unit for searching for an image matching the keyword through an external online search network; And
And an image selection unit selecting an image retrieved as a result of performing the first retrieval step and the second retrieval step as image candidates to be inserted into the post.
22. A computer-readable medium,
The computer-readable medium storing instructions that cause a computing device to perform the steps of:
A keyword extracting step of extracting at least one or more keywords from the user terminal by analyzing the inputted search information to search for an image to be inserted into a created post;
A first retrieval step of retrieving an image matched with the extracted keyword, and retrieving an image matched with the keyword, among the images stored in the first database stored in the internal database;
A second retrieval step of retrieving an image matching the keyword through an external online search network; And
And selecting an image retrieved as a result of performing the first retrieving step and the second retrieving step as an image candidate to be inserted into the post.

Images