WO2016137111A1 - Advertisement platform device and operation method therefor - Google Patents

Advertisement platform device and operation method therefor Download PDF

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Publication number
WO2016137111A1
WO2016137111A1 PCT/KR2016/000049 KR2016000049W WO2016137111A1 WO 2016137111 A1 WO2016137111 A1 WO 2016137111A1 KR 2016000049 W KR2016000049 W KR 2016000049W WO 2016137111 A1 WO2016137111 A1 WO 2016137111A1
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WIPO (PCT)
Prior art keywords
advertisement
period
advertisements
prediction
ratio
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PCT/KR2016/000049
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French (fr)
Korean (ko)
Inventor
한민호
Original Assignee
에스케이플래닛 주식회사
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Publication of WO2016137111A1 publication Critical patent/WO2016137111A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241Advertisements
    • G06Q30/0272Period of advertisement exposure
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241Advertisements
    • G06Q30/0242Determining effectiveness of advertisements
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241Advertisements
    • G06Q30/0247Calculate past, present or future revenues

Definitions

  • the present invention relates to a method for making a sale as much as a target sales amount during an advertisement period by determining the number of advertisements provided for each prediction period in an advertisement period in relation to a Cost Per Sales (CPS) advertisement method.
  • CPS Cost Per Sales
  • CPS Cloud Per Sales
  • an advertisement platform (hereinafter, referred to as an "ad platform device") that provides an advertisement at the end of the advertisement period Ad scheduling is made so that the target sales amount can be achieved.
  • the target sales amount may be achieved at the end of the advertisement period, but after the advertisement period is over, product sales may continue through the advertisement so that the actual product sales amount exceeds the target sales amount. Problems may arise.
  • the present invention has been made in view of the above circumstances, and an object of the present invention is to be based on the cumulative sales amount and the number of advertisements provided during a specific period within an advertisement period in relation to a Cost Per Sales (CPS) advertisement method.
  • CPS Cost Per Sales
  • An advertisement platform apparatus for achieving the above object, the providing unit for providing an advertisement of the specific product to the terminal device to be sold during the advertisement period; A confirmation unit confirming a cumulative sales amount up to a specific time point within the advertisement period; And a determining unit configured to determine the number of prediction advertisements provided during the prediction period designated after the specific point of time based on the cumulative sales amount and the number of advertisements provided up to the specific time point.
  • the predicted advertisement providing number is a first ratio that is a ratio between the number of advertisements displayed on the terminal device and the number of advertisements provided, and a second ratio that is a ratio between the cumulative sales amount and the number of advertisements displayed. Characterized in that it is determined based on.
  • the number of prediction advertisements may be determined based on the cumulative sales amount and the number of advertisements provided during the period before the specific time point, which is the same as the prediction period.
  • the prediction period is characterized in that it is specified on the basis of the fluctuation range of the third ratio, which is the ratio between the cumulative sales amount up to the specific point in the advertising period the number of advertisements provided.
  • the prediction period is characterized by being specified as a period inversely proportional to the magnitude of the fluctuation range of the third ratio.
  • the providing unit characterized in that for providing the advertisement to the terminal device within the limit of the number of prediction advertisement provided during the prediction period.
  • a method of operating an advertisement platform device comprising: providing an advertisement of a specific product to a terminal device so that a specific product is sold during an advertisement period; A confirmation step of confirming a cumulative sales amount up to a specific time point within the advertisement period; And determining the number of prediction advertisements provided during the prediction period designated after the specific time point based on the cumulative sales amount and the number of advertisements provided up to the specific time point.
  • the predicted advertisement providing number is a first ratio that is a ratio between the number of advertisements displayed on the terminal device and the number of advertisements provided, and a second ratio that is a ratio between the cumulative sales amount and the number of advertisements displayed. Characterized in that it is determined based on.
  • the number of prediction advertisements may be determined based on the cumulative sales amount and the number of advertisements provided during the period before the specific time point, which is the same as the prediction period.
  • the prediction period is characterized in that it is specified on the basis of the fluctuation range of the third ratio, which is the ratio between the cumulative sales amount up to the specific point in the advertising period the number of advertisements provided.
  • the prediction period is characterized by being specified as a period inversely proportional to the magnitude of the fluctuation range of the third ratio.
  • the method may further include providing the advertisement to the terminal device within the limit of the number of providing the prediction advertisement during the prediction period.
  • the forecast period after the specific period is based on the cumulative sales amount and the number of advertisements provided during the specific period within the advertisement period.
  • CPS Cost Per Sales
  • FIG. 1 is a schematic configuration diagram of an advertisement providing system according to an embodiment of the present invention.
  • FIG. 2 is a schematic structural diagram of a terminal device according to an embodiment of the present invention.
  • FIG. 3 is a schematic configuration diagram of an advertisement platform device according to an embodiment of the present invention.
  • 4 and 5 are diagrams for explaining an elapsed period and a prediction period according to an embodiment of the present invention.
  • Figure 6 is a schematic diagram of a hardware system for implementing the advertising platform device according to an embodiment of the present invention.
  • FIG. 7 is a flowchart illustrating an operation flow in a terminal device according to an embodiment of the present invention.
  • FIG. 8 is a flow chart for explaining the operation flow in the advertising platform device according to an embodiment of the present invention.
  • first and second may be used to describe various components, but the components should not be limited by the terms. The terms are used only for the purpose of distinguishing one component from another.
  • first component may be referred to as the second component, and similarly, the second component may also be referred to as the first component.
  • FIG. 1 is a view showing an advertisement providing system according to an embodiment of the present invention.
  • the advertisement providing system includes a terminal device 100 that receives an advertisement, and an advertisement platform device 200 that provides an advertisement to the terminal device 100. It has a configuration.
  • the advertisement providing system may further include a service device 300 that provides a service page (eg, a web page) related to an advertisement in addition to the above-described configuration.
  • a service device 300 that provides a service page (eg, a web page) related to an advertisement in addition to the above-described configuration.
  • the terminal device 100 refers to a mobile device that receives an advertisement through an advertisement medium and performs a series of operations such as accessing a service page related to the advertisement.
  • the terminal device 100 may include, for example, a smart phone, a tablet PC, a PDA, and the like, and is not limited thereto.
  • the advertisement may be received through an advertisement medium, and a browser is driven to access a service page. All of these possible devices can be included.
  • the advertisement medium enabling the advertisement reception in the terminal device 100 may correspond to, for example, an application executed in the terminal device 100 or a service page that can be accessed by calling a browser in the terminal device 100. There will be.
  • Such an advertisement medium includes a software development kit (SDK) related to advertisement reception during its development process.
  • SDK software development kit
  • a series of operations for requesting, receiving, and displaying an advertisement through the SDK included in the advertisement medium is included. Will be done.
  • the advertisement medium may support the information collection function made in the advertisement platform device 200 as well as the above-described series of functions leading to the advertisement request and reception and display.
  • the terminal device 100 collects various advertisement history information, such as receiving and displaying an advertisement in an application or service page, and clicking an advertisement, and then delivers the advertisement history information to the advertisement platform device 200, and receives the received advertisement platform.
  • the device 200 utilizes the transferred history information as advertisement selection information for the terminal device 100.
  • the terminal device 100 receives an advertisement through a pull method, which is a method of requesting and receiving an advertisement from the advertisement platform device 200 using the terminal identification information issued to the terminal device 100.
  • the advertisement platform device 200 may receive an advertisement even in a push method for receiving an advertisement provided from the advertisement platform device 200 without a separate advertisement request for the advertisement platform device 200.
  • the advertisement platform device 200 refers to an advertisement server that provides an advertisement to the terminal device 100.
  • the advertisement platform apparatus 200 provides the terminal apparatus 100 with an advertisement registered from the advertiser so that the product can be sold for the target sales amount designated by the advertiser.
  • the service device 300 refers to a web server that provides a service page related to an advertisement received by the terminal device 100.
  • the service device 300 When the terminal device 100 is connected to the service page through the advertisement selection in the application, the service device 300 provides a product selling service through the service page.
  • the service device 300 may provide the advertisement platform device 200 with the product sales amount as advertisement history information.
  • a CPS (Cost Per Sales) advertisement method which is an advertisement method of providing an advertisement of a specific product to a terminal device so that a specific product is sold for a specified advertisement period, is followed.
  • a product should be sold by a target sales amount designated by an advertiser during an advertisement period.
  • the advertisement platform apparatus 200 performs advertisement scheduling so that the target sales amount can be achieved at the end of the advertisement period, thereby providing the advertisement to the terminal device 100 during the advertisement period.
  • the target selling amount can be achieved at the end of the advertisement period, but it cannot reflect the selling amount generated after the advertisement is stopped. Will exist.
  • product sales may be performed on the terminal device 100 accessed through the advertisement on the service page, which may cause the actual product sales amount to exceed the target sales amount. .
  • the terminal device 100 may have a configuration including a first advertisement unit 110 and a second advertisement unit 120.
  • the first advertising unit 110 refers to a configuration that performs a series of operations related to an advertisement according to the execution of an application that is an advertisement medium, and may include a software development kit (SDK) embedded in the application.
  • SDK software development kit
  • the second advertisement unit 120 is another advertisement medium, and refers to a component that performs a series of operations related to an advertisement according to a service page (eg, a web page) access, and the browser may correspond thereto.
  • a service page eg, a web page
  • the source code of the SDK inserted in the service page can be read to perform a series of operations related to advertisement.
  • the browser serving as the second advertisement unit 120 may be an OS-based browser provided by an operating system (OS) of the terminal device 100, or provided by an application executed in the terminal device 100 itself. May be an application-based browser.
  • OS operating system
  • an application capable of providing a browser on its own may be commonly referred to as a hybrid application (eg, a mobile shopping mall application).
  • the whole or at least part of the configuration of the terminal apparatus 100 including the first advertisement unit 110 and the second advertisement unit 120 mentioned above may be implemented in the form of a software module or a hardware module executed by a processor.
  • the software module and the hardware module may be combined.
  • the terminal device 100 receives an advertisement from the advertisement platform device 100 through the above configuration.
  • each component in the terminal device 100 will be described in detail. Let's do it.
  • the first advertisement unit 110 performs a function of receiving an advertisement.
  • the first advertisement unit 110 requests an advertisement to the advertisement platform device 200 according to the execution of the application, and when an advertisement is received from the advertisement platform device 200 according to the above advertisement request, the execution screen of the application.
  • the received advertisement is displayed on the advertisement display area specified in.
  • the first advertisement unit 110 automatically issues terminal identification information by using device identification information (eg, MDN and IMEI) of the terminal device 100, and issues the terminal identification information.
  • the advertisement platform device 200 may request an advertisement.
  • the first advertisement unit 110 performs a function of transmitting the advertisement history information.
  • the first advertisement unit 110 displays the advertisement received from the advertisement platform device 200 when the advertisement received from the advertisement platform device 200 is displayed on the advertisement display area designated on the execution screen of the application.
  • Information indicating that the advertisement display area is normally displayed is transmitted to the advertisement platform device 200 as the advertisement history information.
  • the advertisement history information delivered by the first advertisement unit 100 is reflected in the advertisement scheduling performed in the advertisement platform device 200, and a detailed description thereof will be described in a detailed description of the advertisement platform device 200.
  • the second advertisement unit 120 performs a function of accessing the service page.
  • the second advertisement unit 120 uses the service information 300 using the address information inserted in the advertisement in the application.
  • the product sale service related to the advertisement can be used through the connected service page.
  • the second advertising unit 120 is a different advertising medium from the first advertising unit 110, and mentioned that it is configured to perform a series of operations related to the advertisement in accordance with the service page (for example, a web page) access.
  • the service page for example, a web page
  • the second advertisement unit 120 may request an advertisement from the advertisement platform device 200 according to a service page (for example, a web page) access separately from the first advertisement unit 110, and the advertisement platform according to the above advertisement request.
  • a service page for example, a web page
  • the received advertisement may be displayed on the advertisement display area on the service page.
  • the advertisement platform apparatus 200 displays the advertisement received from the advertisement platform apparatus 200 in the advertisement display area designated on the service page, similar to the first advertisement unit 110, the advertisement platform apparatus 200.
  • the advertisement history information indicating that the advertisement received from the advertisement is normally displayed on the advertisement display area may be transmitted to the advertisement platform device 200.
  • the second advertisement unit 120 uses the address information inserted in the advertisement as in the first advertisement unit 110, so that the service apparatus 300 may be used.
  • the service apparatus 300 By accessing the provided service page, it is possible to use a product selling service related to advertisement through the connected service page.
  • the advertisement platform apparatus 200 may include a providing unit 210 for providing an advertisement to the terminal device 100 and a confirmation unit 220 for confirming advertisement history information. ), A determination unit 230 for determining the number of advertisements provided, and a storage unit 240 for storing advertisement history information.
  • the advertisement history information may include the number of advertisements provided by the provider 210, the number of advertisements displayed on the terminal device 100, and the amount of product sales made by the service device 300. , Received from the terminal device 100, and may be received from the service device 300 in the case of a product sale price.
  • the entire or at least part of the configuration of the advertisement platform apparatus 200 including the provision unit 210, the verification unit 220, the determination unit 230, and the storage unit 240 mentioned above may be executed by a processor. It may be implemented in the form or hardware module form, or may be implemented in the form of a combination of a software module and a hardware module.
  • the advertisement platform apparatus 200 may provide the number of advertisements provided in the prediction period after the specific point of time based on the cumulative sales amount up to a specific point in the advertisement period and the number of advertisements provided through the above configurations.
  • the advertisement platform apparatus 200 may provide the number of advertisements provided in the prediction period after the specific point of time based on the cumulative sales amount up to a specific point in the advertisement period and the number of advertisements provided through the above configurations.
  • the specific time point (hereinafter, referred to as the 'elapsed time period') may be any time interval (for example, from 00:01 yesterday starting from the current 00:01 time period from the time when the advertisement period starts to the present time). 24:00), and the forecast period is any time period that has not yet arrived (e.g., from 00:01 to 24:00) ).
  • This elapsed period and the prediction period are designated as neighboring periods having a continuous time flow with each other, for example, as shown in Fig. 4 (a), or not adjacent to each other as shown in Fig. 4 (b).
  • the same time zone may be specified.
  • the effect of determining the number of accurate predicted advertisements may be determined by reflecting the cumulative sales amount and the number of advertisements that may have different patterns for each time period. Can be expected.
  • the cumulative sales amount and the number of advertisements offered in each period may vary significantly depending on the day of the week. You can expect it.
  • the accuracy of the number of prediction advertisements determined according to the similarity between the characteristics of the day may be expected to be greatly improved.
  • the elapsed period and the prediction period may be designated as the same period or may be designated as different periods.
  • the designation of the elapsed period and the forecast period as different periods is to reflect the variation in the ratio between the cumulative sales amount and the number of advertisements provided in the elapsed period.
  • the change in the ratio between the cumulative sales amount in the elapsed period and the number of advertisements is large, it may be expected that the accuracy of the number of predicted advertisements in the prediction period determined based on this is lowered.
  • specifying a shorter forecast period means that the frequency of determining the number of prediction advertisements provided in the advertisement period is increased, and the increase in the frequency is lowered due to the large fluctuations occurring in the elapsed period. It can be a means for compensating the accuracy of the number of times.
  • specifying a longer forecast period means that the frequency of determining the number of prediction advertisements provided in the advertisement period is reduced, so that the effect of saving resources required for determining the number of prediction advertisements can be expected. have.
  • the elapsed period and the forecast period may be designated to be adjacent to each other as the same or different periods, or to the same time zone that is not adjacent to each other.
  • the elapsed period and the predicted period may be 'a unit of day (24 hours). The explanations will be continued on the assumption that they are identical to each other and are designated as adjacent periods.
  • the providing unit 210 performs a function of providing an advertisement.
  • the providing unit 210 may provide the terminal device 100 with the advertisement registered by the advertiser in response to the advertisement request received from the terminal device 100.
  • the provision unit 210 confirms whether the advertisement period is remaining at the time when the advertisement request is received from the terminal device 100, and the terminal device 100 only when it is confirmed that the advertisement period is remaining. Will provide advertising.
  • the storage unit 240 collects the number of advertisements provided by the provider 210, the number of advertisements displayed on the terminal device 100, and the amount of product sales made by the service device 300 as advertisement history information. Accumulated storage.
  • the verification unit 220 performs a function of checking the advertisement history information.
  • the confirmation unit 220 when the time to determine the number of prediction advertisements (eg, 24:00) arrives, the number of advertisements provided as advertisement history information in the elapsed period, the number of advertisements displayed, and the cumulative sales amount Check and deliver to the determination unit 230.
  • the number of prediction advertisements eg, 24:00
  • the determination unit 230 performs a function of determining the number of prediction advertisements provided in the prediction period.
  • the determination unit 230 when received from the confirmation unit 220 as the advertisement history information in the elapsed period, the number of advertisements provided, the number of advertisement display, and the cumulative sales amount, the prediction period using the received advertisement history information Determine the number of times the predicted advertisements are provided.
  • the determination unit 230 Before determining the number of prediction advertisements provided during the prediction period, the determination unit 230, through [Equation 1] below, the target sales amount per minute (hereinafter, referred to as 'predictive sales amount') during the prediction period. Will be determined).
  • the terminal device 100 has mentioned that the advertisement can be requested and received through the application and the service page (for example, a web page) that is an advertisement medium.
  • the service page for example, a web page
  • service pages e.g., web pages
  • the determination unit 230 displays a first ratio, which is a ratio between the number of advertisements displayed and the number of advertisements provided as shown in Equation 2 below, and the cumulative sales amount and displayed as shown in Equation 3 below.
  • the second ratio which is the ratio between the number of times, is checked.
  • the first ratio and the second ratio which are confirmed to determine the number of prediction advertisements, may also be identified for each application and service page (eg, a web page) that is an advertisement medium.
  • the determination unit 230 predicts per minute during the forecast period by using the first ratio, the second ratio, and the estimated sales amount as shown in Equation 4 below. The number of advertisements will be determined.
  • the determination unit 230 calculates the number of advertisement display for achieving the predicted selling amount according to the second ratio, and calculates the number of advertisement providing for guaranteeing the number of advertisement display calculated according to the first ratio.
  • the calculated number of advertisements may be determined as the number of predicted advertisements per minute in the forecast period.
  • the first rate is set at 100% to determine the number of predicted advertisements. If there is no cumulative sales amount, the second rate is assumed as the average rate of similar ads. The number of prediction advertisements may be determined.
  • the number of prediction advertisements may also be determined for each application and service page (eg, a web page) that is an advertisement medium.
  • the determination unit 230 transmits the result to the providing unit 210 so that the providing unit 210 provides the prediction advertisement every minute in the prediction period. Make sure your ads are only served within the limit.
  • the determination unit 230 determines the number of prediction advertisements to be provided during the prediction period by using the actual advertisement history information generated during the elapsed period, so that the target sales amount is evenly sold during the advertisement period. It can be achieved.
  • advertising platform device 200 may be implemented in the form of a software module or a hardware module executed by a processor, or may be implemented in a combination of a software module and a hardware module. There is a bar.
  • a software module executed by a processor, a hardware module, or a combination of software modules and hardware modules may be implemented as a hardware system (eg, a computer system).
  • FIG. 6 is a diagram showing the structure of a hardware system for implementing the advertising platform device 200 according to an embodiment of the present invention.
  • the hardware system 2000 for implementing the advertisement platform device 200 may include a processor 2100, a memory interface 2200, and a peripheral device interface 2300. It may have a configuration including.
  • Each component in hardware system 2000 may be a separate component or integrated into one or more integrated circuits, each of which may be coupled to a bus system (not shown).
  • the processor 2100 communicates with the memory 2210 through the memory interface 2200 to perform various functions in a hardware system, thereby executing various software modules stored in the memory 2210.
  • the providing unit 210, the confirming unit 220, the determining unit 230, and the storage unit 240 which are respective components in the advertisement platform device 200 described with reference to FIG. 3, may be software modules. Form, and other operating systems may be additionally stored.
  • operating systems e.g., embedded operating systems such as I-OS, Android, Darwin, RTXC, LINUX, UNIX, OS X, WINDOWS, or VxWorks
  • common system tasks e.g. memory management, storage devices
  • the memory 2210 may include a memory hierarchy including but not limited to a cache, a main memory, and a secondary memory.
  • the above memory hierarchy may include, for example, RAM (eg, SRAM, DRAM). , DDRAM), ROM, FLASH, magnetic and / or optical storage devices (eg, disk drives, magnetic tapes, compact disks (CDs) and digital video discs (DVDs, etc.)).
  • the peripheral device interface 2300 serves to enable communication between the processor 2100 and the peripheral device.
  • the communication device 2310 may be included.
  • the communication device 2310 performs a role of providing a communication function with another device.
  • a communication function for example, an antenna system, an RF transceiver, one or more amplifiers, a tuner, one or more oscillators, a digital signal processor, and a codec (CODEC) chipsets, memory, and the like, but may include, but are not limited to, known circuitry for performing this function.
  • CDDEC codec
  • Such communication protocols supported by the communication device 2310 include, for example, Long Term Evolution (LTE), time division multiple access (TDMA), code division multiple access (CDMA), global system for mobile communications (GSM), and EDGE. (Enhanced Data GSM Environment), wideband code division multiple access (W-CDMA), Wi-Fi (such as IEEE 802.11a, IEEE 802.11b, IEEE 802.11g and / or IEEE 802.11n), Bluetooth, Wi-MAX, VoIP ( Voice over Internet Protocol), email, instant messaging, and a protocol for short message service (SMS) may be included, and the like, but is not limited thereto, and may include all protocols for providing a communication environment with other devices.
  • LTE Long Term Evolution
  • TDMA time division multiple access
  • CDMA code division multiple access
  • GSM global system for mobile communications
  • EDGE Enhanced Data GSM Environment
  • W-CDMA Wideband code division multiple access
  • Wi-Fi such as IEEE 802.11a, IEEE 802.11b, IEEE 802.11g and / or IEEE 802.
  • each component in the advertisement platform device 200 stored in the memory 2210 in the form of a software module may be executed through the memory interface 2100 and the peripheral device interface 2300 when executed by the processor 2100.
  • advertisement selection information may be shared between advertisement media.
  • each component in the advertisement platform device 200 stored in the form of a software module in the memory 2210 is executed by the processor 2100.
  • the providing unit 210 performs a function of providing an advertisement through the communication device 2310.
  • the providing unit 210 to provide an advertisement registered by the advertiser to the terminal device 100 through the communication device 2310 according to the advertisement request received from the terminal device 100 through the communication device 2310. do.
  • the provision unit 210 confirms whether the advertisement period is remaining at the time when the advertisement request is received from the terminal device 100, and the terminal device 100 only when it is confirmed that the advertisement period is remaining. Will provide advertising.
  • the storage unit 240 collects the advertisement display number displayed on the terminal device 100 and the product sales amount made in the service device 300 through the communication device 2310, and provides the collected information 210. ) Is stored as advertisement history information together with the number of advertisements provided.
  • the verification unit 220 performs a function of checking the advertisement history information.
  • the number of prediction advertisements eg, 24:00
  • the determination unit 230 determines and delivers the number of prediction advertisements provided in the prediction period.
  • the determination unit 230 when received from the confirmation unit 220 as the advertisement history information in the elapsed period, the number of advertisements provided, the number of advertisement display, and the cumulative sales amount, the prediction period using the received advertisement history information Determine the number of times the predicted advertisements are provided.
  • the determination unit 230 may determine a target sales amount per minute during the prediction period (hereinafter, referred to as 'predictive sales amount') through [Equation 1]. Will be determined).
  • the determination unit 230 may include a first ratio, which is a ratio between the number of advertisements displayed and the number of advertisements provided as in Equation 2 above, and the cumulative sales amount as in Equation 3 described above.
  • the second ratio which is the ratio between the number of advertisement display times, is checked.
  • the determination unit 230 uses the first ratio, the second ratio, and the estimated sales amount per minute during the forecast period as shown in Equation 4 above. The number of prediction advertisements will be determined.
  • the determination unit 230 calculates the number of advertisement display for achieving the predicted selling amount according to the second ratio, and calculates the number of advertisement providing for guaranteeing the number of advertisement display calculated according to the first ratio.
  • the calculated number of advertisements may be determined as the number of predicted advertisements per minute in the forecast period.
  • the determination unit 230 transmits the result to the providing unit 210 so that the providing unit 210 provides the prediction advertisement every minute in the prediction period. Make sure your ads are only served within the limit.
  • the advertisement platform device 200 and the hardware system for implementing the same based on the cumulative sales amount up to the elapsed period within the advertisement period and the number of advertisements provided
  • the advertisement may be provided only within the limit of the number of prediction advertisements provided during the prediction period, thereby ensuring the sale of the product by the target sales amount during the advertisement period.
  • the first advertisement unit 110 requests an advertisement to the advertisement platform device 200 according to the execution of the application.
  • the advertisement is received from the advertisement platform device 200 according to the above advertisement request, the first advertisement unit 110 is assigned to the execution screen of the application.
  • the received advertisement is displayed on the advertisement display area (S110-S120).
  • the second advertising unit 120 is a different advertising medium from the first advertising unit 110, and mentioned that it is configured to perform a series of operations related to the advertisement in accordance with the service page (for example, a web page) access.
  • the service page for example, a web page
  • the second advertisement unit 120 may request an advertisement from the advertisement platform device 200 according to a service page (for example, a web page) access separately from the first advertisement unit 110, and the advertisement platform according to the above advertisement request.
  • a service page for example, a web page
  • the received advertisement may be displayed on the advertisement display area on the service page.
  • the first advertisement unit 110 displays the advertisement received from the advertisement platform device 200 in the advertisement display area designated on the execution screen of the application.
  • the first advertisement unit 110 displays the advertisement received from the advertisement platform device 200.
  • Information indicating that the display area is normally displayed is transmitted to the advertisement platform apparatus 200 as the advertisement history information (S130-S140).
  • the advertisement platform apparatus 200 displays the advertisement received from the advertisement platform apparatus 200 in the advertisement display area designated on the service page, similar to the first advertisement unit 110, the advertisement platform apparatus 200.
  • the advertisement history information indicating that the advertisement received from the advertisement is normally displayed on the advertisement display area may be transmitted to the advertisement platform device 200.
  • the second advertisement unit 120 is inserted into the advertisement when the click on the advertisement in the application is confirmed or the click on the advertisement in the service page is confirmed through the first advertisement unit 110.
  • the elapsed period and the forecast period to be described below may be designated as the same or different periods next to each other, or may be designated as the same time zone that is not adjacent to each other.
  • the description will be continued on the premise that they are identical in terms of units (24 hours) and designated as adjacent periods.
  • the providing unit 210 provides an advertisement registered by an advertiser to the terminal device 100 according to an advertisement request received from the terminal device 100 (S210-S230).
  • the provision unit 210 confirms whether the advertisement period is remaining at the time when the advertisement request is received from the terminal device 100, and the terminal device 100 only when it is confirmed that the advertisement period is remaining. Will provide advertising.
  • the storage unit 240 collects the number of advertisements provided by the provider 210, the number of advertisements displayed on the terminal device 100, and the amount of goods sold on the service device 300, and accumulate them as advertisement history information. Save (S240).
  • the verification unit 220 displays the number of advertisements provided, advertisement display times, and cumulative sales amount, which are advertisement history information in the elapsed period. Confirm and transmit to the determination unit 230 (S250).
  • the determination unit 230 determines the number of prediction advertisements provided during the prediction period through the above [Formula 1] during the prediction period.
  • a target sales amount per minute (hereinafter, referred to as 'predicted sales amount') is determined (S260).
  • the terminal device 100 has mentioned that the advertisement can be requested and received through the application and the service page (for example, a web page) that is an advertisement medium.
  • the service page for example, a web page
  • service pages e.g., web pages
  • the determination unit 230 may include a first ratio, which is a ratio between the number of advertisements displayed and the number of advertisements provided as in Equation 2 above, and the cumulative sales amount as in Equation 3 below.
  • the second ratio which is the ratio between the number of advertisement display times, is checked (S270).
  • the first ratio and the second ratio which are confirmed to determine the number of prediction advertisements, may also be identified for each application and service page (eg, a web page) that is an advertisement medium.
  • the determination unit 230 uses the first ratio, the second ratio, and the estimated sales amount per minute during the forecast period as shown in Equation 4 above.
  • the number of prediction advertisements is determined (S280).
  • the determination unit 230 calculates the number of advertisements displayed to achieve the predicted sales amount according to the second ratio, and calculates the number of advertisements provided to guarantee the number of advertisements calculated according to the first ratio.
  • the calculated number of advertisements may be determined as the number of predicted advertisements per minute in the forecast period.
  • the number of prediction advertisements may also be determined for each application and service page (eg, a web page) that is an advertisement medium.
  • the determining unit 230 transmits the result to the providing unit 210 so that the providing unit 210 provides the prediction advertisement for each minute in the prediction period. Make sure your ads are only served within the limit.
  • the determination unit 230 determines the number of prediction advertisements to be provided during the prediction period by using the actual advertisement history information generated during the elapsed period, so that the target sales amount is evenly sold during the advertisement period. It can be achieved.
  • the advertisement in the forecast period after the elapsed period based on the cumulative sales amount and the number of advertisements provided up to the elapsed period within the advertisement period.
  • the advertisement may be provided only within the limit of the number of prediction advertisements provided during the forecast period, thereby ensuring the sale of the product by the target sales amount during the advertisement period.
  • Implementations of the subject matter described in this specification may be implemented in digital electronic circuitry, computer software, firmware or hardware including the structures and structural equivalents disclosed herein, or one or more of them. It can be implemented in combination. Implementations of the subject matter described herein are one or more computer program products, ie one or more modules pertaining to computer program instructions encoded on a program storage medium of tangible type for controlling or by the operation of a processing system. Can be implemented.
  • the computer readable medium may be a machine readable storage device, a machine readable storage substrate, a memory device, a composition of materials affecting a machine readable propagated signal, or a combination of one or more thereof.
  • system encompasses all the instruments, devices, and machines for processing data, including, for example, programmable processors, computers, or multiple processors or computers.
  • the processing system may include, in addition to hardware, code that forms an execution environment for a computer program on demand, such as code constituting processor firmware, a protocol stack, a database management system, an operating system, or a combination of one or more thereof. .
  • Computer programs may be written in any form of programming language, including compiled or interpreted languages, or a priori or procedural languages. It can be deployed in any form, including components, subroutines, or other units suitable for use in a computer environment. Computer programs do not necessarily correspond to files in the file system.
  • a program may be in a single file provided to the requested program, in multiple interactive files (eg, a file that stores one or more modules, subprograms, or parts of code), or part of a file that holds other programs or data. (Eg, one or more scripts stored in a markup language document).
  • the computer program may be deployed to run on a single computer or on multiple computers located at one site or distributed across multiple sites and interconnected by a communication network.
  • Computer-readable media suitable for storing computer program instructions and data include, for example, semiconductor memory devices such as EPROM, EEPROM, and flash memory devices, such as magnetic disks such as internal hard disks or external disks, magneto-optical disks, and CDs. It may include all types of nonvolatile memory, media and memory devices, including -ROM and DVD-ROM disks.
  • semiconductor memory devices such as EPROM, EEPROM, and flash memory devices, such as magnetic disks such as internal hard disks or external disks, magneto-optical disks, and CDs. It may include all types of nonvolatile memory, media and memory devices, including -ROM and DVD-ROM disks.
  • the processor and memory can be supplemented by or integrated with special purpose logic circuitry.
  • Implementations of the subject matter described herein may include, for example, a backend component such as a data server, or include a middleware component such as, for example, an application server, or a web browser or graphical user, for example, where a user may interact with the implementation of the subject matter described herein. It may be implemented in a computing system that includes a front end component, such as a client computer with an interface, or any combination of one or more of such back end, middleware or front end components. The components of the system may be interconnected by any form or medium of digital data communication such as, for example, a communication network.

Abstract

The present invention provides an advertisement platform device and an operation method therefor, which can guarantee that sales of products will reach the sales target during an advertising period by determining, with respect to a cost per sales (CPS) advertisement, an advertisement providing frequency in an estimation period after a specific period on the basis of the accumulated selling price and the advertisement providing frequency during the specific period within the advertising period.

Description

광고플랫폼장치 및 그 동작 방법Advertising platform device and its operation method
본 발명은 CPS(Cost Per Sales) 광고 방식과 관련하여, 광고 기간 내 예측 기간 별 광고 제공 횟수를 결정하여 광고 기간 동안 목표 판매금액만큼의 판매가 이루어지게 하기 위한 방안에 관한 것이다.The present invention relates to a method for making a sale as much as a target sales amount during an advertisement period by determining the number of advertisements provided for each prediction period in an advertisement period in relation to a Cost Per Sales (CPS) advertisement method.
스마트폰, 태블릿 패드 등의 모바일 장치(이하, '단말장치'라 칭함)에서 실행되는 애플리케이션 시장이 급격히 확대됨에 따라 이와 관련된 광고 시장도 빠른 속도로 팽창하고 있는 추세이며, 그에 따른 광고 방식 또한 다양해 지고 있다.As the market for applications running on mobile devices such as smartphones and tablet pads (hereinafter referred to as 'terminal devices') is rapidly expanding, the related advertising market is rapidly expanding, and the advertising methods are also diversified. have.
위 다양한 광고 방식 중에는 광고 기간 동안 특정 상품의 판매가 이루어지도록 특정 상품의 광고를 단말장치에 제공하는 CPS(Cost Per Sales) 광고 방식이 존재한다.Among the various advertising methods described above, there exists a CPS (Cost Per Sales) advertising method that provides an advertisement of a specific product to the terminal device so that a specific product is sold during the advertisement period.
이러한, CPS 광고 방식에서는, 광고 기간 동안 광고주가 지정한 목표 판매금액만큼의 상품 판매가 이루어져야 하는데, 이를 위해 광고를 제공하는 광고 플랫폼(이하, '광고플랫폼장치'라 칭함)에서는 광고 기간이 종료되는 시점에 목표 판매금액이 달성될 수 있도록 광고 스케줄링이 이루어지게 된다.In the CPS advertising method, a product should be sold as much as a target sales amount designated by an advertiser during an advertisement period. For this, an advertisement platform (hereinafter, referred to as an "ad platform device") that provides an advertisement at the end of the advertisement period Ad scheduling is made so that the target sales amount can be achieved.
헌데, 위 광고 스케줄링에 따르면 광고 기간이 종료되는 시점에, 목표 판매금액이 달성될 수 있으나, 광고 기간이 종료된 시점 이후에도 광고를 통한 상품 판매가 이어질 수 있어 실제 상품 판매금액이 목표 판매금액을 초과하는 문제가 발생할 수 있다.However, according to the above advertisement scheduling, the target sales amount may be achieved at the end of the advertisement period, but after the advertisement period is over, product sales may continue through the advertisement so that the actual product sales amount exceeds the target sales amount. Problems may arise.
본 발명은 상기한 사정을 감안하여 창출된 것으로서, 본 발명에서 도달하고자 하는 목적은, CPS(Cost Per Sales) 광고 방식과 관련하여, 광고 기간 내 특정 기간 동안의 누적 판매금액 및 광고 제공 횟수를 기초로 상기 특정 기간 이후의 예측 기간에서의 광고 제공 횟수를 결정함으로써, 광고 기간 동안 목표 판매금액만큼의 판매가 이루어지도록 하는 데 있다.The present invention has been made in view of the above circumstances, and an object of the present invention is to be based on the cumulative sales amount and the number of advertisements provided during a specific period within an advertisement period in relation to a Cost Per Sales (CPS) advertisement method. By determining the number of times the advertisement is provided in the forecast period after the specific period, so that the sale of the target sales amount is made during the advertisement period.
상기 목적을 달성하기 위한 본 발명의 일 실시예에 따른 광고플랫폼장치는, 광고 기간 동안 특정 상품의 판매가 이루어지도록 상기 특정 상품의 광고를 단말장치에 제공하는 제공부; 상기 광고 기간 내 특정 시점까지의 누적 판매금액을 확인하는 확인부; 및 상기 누적 판매금액 및 상기 특정 시점까지의 광고 제공 횟수를 기초로 상기 특정 시점 이후로 지정되는 예측 기간 동안의 예측 광고 제공 횟수를 결정하는 결정부를 포함하는 것을 특징으로 한다.An advertisement platform apparatus according to an embodiment of the present invention for achieving the above object, the providing unit for providing an advertisement of the specific product to the terminal device to be sold during the advertisement period; A confirmation unit confirming a cumulative sales amount up to a specific time point within the advertisement period; And a determining unit configured to determine the number of prediction advertisements provided during the prediction period designated after the specific point of time based on the cumulative sales amount and the number of advertisements provided up to the specific time point.
보다 구체적으로, 상기 예측 광고 제공 횟수는, 상기 광고가 상기 단말장치에서 표시된 광고 표시 횟수와 상기 광고 제공 횟수 간의 비율인 제1비율, 및 상기 누적 판매금액과 상기 광고 표시 횟수 간의 비율인 제2비율을 기초로 결정되는 것을 특징으로 한다.More specifically, the predicted advertisement providing number is a first ratio that is a ratio between the number of advertisements displayed on the terminal device and the number of advertisements provided, and a second ratio that is a ratio between the cumulative sales amount and the number of advertisements displayed. Characterized in that it is determined based on.
보다 구체적으로, 상기 예측 광고 제공 횟수는, 상기 예측 기간과 동일한 상기 특정 시점 이전 기간 동안의 상기 누적 판매금액 및 상기 광고 제공 횟수를 기초로 결정되는 것을 특징으로 한다.More specifically, the number of prediction advertisements may be determined based on the cumulative sales amount and the number of advertisements provided during the period before the specific time point, which is the same as the prediction period.
보다 구체적으로, 상기 예측 기간은, 상기 광고 기간 내 특정 시점까지의 상기 누적 판매금액 대비 상기 광고 제공 횟수 간의 비율인 제3비율의 변동폭을 기초로 지정되는 것을 특징으로 한다.More specifically, the prediction period is characterized in that it is specified on the basis of the fluctuation range of the third ratio, which is the ratio between the cumulative sales amount up to the specific point in the advertising period the number of advertisements provided.
보다 구체적으로, 상기 예측 기간은, 상기 제3비율의 변동폭 크기와 반비례하는 기간으로 지정되는 것을 특징으로 한다.More specifically, the prediction period is characterized by being specified as a period inversely proportional to the magnitude of the fluctuation range of the third ratio.
보다 구체적으로, 상기 제공부는, 상기 예측 기간 동안 상기 예측 광고 제공 횟수 한도 내에서 상기 광고를 상기 단말장치에 제공하는 것을 특징으로 한다.More specifically, the providing unit, characterized in that for providing the advertisement to the terminal device within the limit of the number of prediction advertisement provided during the prediction period.
상기 목적을 달성하기 위한 본 발명의 일 실시예에 따른 광고플랫폼장치의 동작 방법은, 광고 기간 동안 특정 상품의 판매가 이루어지도록 상기 특정 상품의 광고를 단말장치에 제공하는 제공단계; 상기 광고 기간 내 특정 시점까지의 누적 판매금액을 확인하는 확인단계; 및 상기 누적 판매금액 및 상기 특정 시점까지의 광고 제공 횟수를 기초로 상기 특정 시점 이후로 지정되는 예측 기간 동안의 예측 광고 제공 횟수를 결정단계를 포함하는 것을 특징으로 한다.In accordance with an aspect of the present invention, there is provided a method of operating an advertisement platform device, the method comprising: providing an advertisement of a specific product to a terminal device so that a specific product is sold during an advertisement period; A confirmation step of confirming a cumulative sales amount up to a specific time point within the advertisement period; And determining the number of prediction advertisements provided during the prediction period designated after the specific time point based on the cumulative sales amount and the number of advertisements provided up to the specific time point.
보다 구체적으로, 상기 예측 광고 제공 횟수는, 상기 광고가 상기 단말장치에서 표시된 광고 표시 횟수와 상기 광고 제공 횟수 간의 비율인 제1비율, 및 상기 누적 판매금액과 상기 광고 표시 횟수 간의 비율인 제2비율을 기초로 결정되는 것을 특징으로 한다.More specifically, the predicted advertisement providing number is a first ratio that is a ratio between the number of advertisements displayed on the terminal device and the number of advertisements provided, and a second ratio that is a ratio between the cumulative sales amount and the number of advertisements displayed. Characterized in that it is determined based on.
보다 구체적으로, 상기 예측 광고 제공 횟수는, 상기 예측 기간과 동일한 상기 특정 시점 이전 기간 동안의 상기 누적 판매금액 및 상기 광고 제공 횟수를 기초로 결정되는 것을 특징으로 한다.More specifically, the number of prediction advertisements may be determined based on the cumulative sales amount and the number of advertisements provided during the period before the specific time point, which is the same as the prediction period.
보다 구체적으로, 상기 예측 기간은, 상기 광고 기간 내 특정 시점까지의 상기 누적 판매금액 대비 상기 광고 제공 횟수 간의 비율인 제3비율의 변동폭을 기초로 지정되는 것을 특징으로 한다.More specifically, the prediction period is characterized in that it is specified on the basis of the fluctuation range of the third ratio, which is the ratio between the cumulative sales amount up to the specific point in the advertising period the number of advertisements provided.
보다 구체적으로, 상기 예측 기간은, 상기 제3비율의 변동폭 크기와 반비례하는 기간으로 지정되는 것을 특징으로 한다.More specifically, the prediction period is characterized by being specified as a period inversely proportional to the magnitude of the fluctuation range of the third ratio.
보다 구체적으로, 상기 방법은, 상기 예측 기간 동안 상기 예측 광고 제공 횟수 한도 내에서 상기 광고를 상기 단말장치에 제공하는 제공단계를 더 포함하는 것을 특징으로 한다.More specifically, the method may further include providing the advertisement to the terminal device within the limit of the number of providing the prediction advertisement during the prediction period.
이에, 본 발명의 광고플랫폼장치 및 그 동작 방법에 의하면, CPS(Cost Per Sales) 광고와 관련하여, 광고 기간 내 특정 기간 동안의 누적 판매금액 및 광고 제공 횟수를 기초로 상기 특정 기간 이후의 예측 기간에서의 광고 제공 횟수를 결정함으로써, 광고 기간 동안 목표 판매금액만큼의 상품 판매를 보장할 수 있다.Accordingly, according to the advertisement platform device and the operation method thereof, in relation to a Cost Per Sales (CPS) advertisement, the forecast period after the specific period is based on the cumulative sales amount and the number of advertisements provided during the specific period within the advertisement period. By determining the number of advertisements provided in, it is possible to guarantee the sale of the product by the target selling amount during the advertisement period.
도 1은 본 발명의 일 실시예에 따른 광고 제공 시스템의 개략적인 구성도.1 is a schematic configuration diagram of an advertisement providing system according to an embodiment of the present invention.
도 2는 본 발명의 일 실시예에 따른 단말장치의 개략적인 구성도.2 is a schematic structural diagram of a terminal device according to an embodiment of the present invention;
도 3은 본 발명의 일 실시예에 따른 광고플랫폼장치의 개략적인 구성도.3 is a schematic configuration diagram of an advertisement platform device according to an embodiment of the present invention.
도 4 및 도 5는 본 발명의 일 실시예에 따른 경과 기간과 예측 기간을 설명하기 위한 도면.4 and 5 are diagrams for explaining an elapsed period and a prediction period according to an embodiment of the present invention.
도 6은 본 발명의 일 실시예에 따른 광고플랫폼장치를 구현하기 위한 하드웨어 시스템의 개략적인 구성도.Figure 6 is a schematic diagram of a hardware system for implementing the advertising platform device according to an embodiment of the present invention.
도 7은 본 발명의 일 실시예에 따른 단말장치에서의 동작 흐름을 설명하기 위한 순서도.7 is a flowchart illustrating an operation flow in a terminal device according to an embodiment of the present invention.
도 8은 본 발명의 일 실시예에 따른 광고플랫폼장치에서의 동작 흐름을 설명하기 위한 순서도.8 is a flow chart for explaining the operation flow in the advertising platform device according to an embodiment of the present invention.
본 명세서에서 사용되는 기술적 용어는 단지 특정한 실시 예를 설명하기 위해 사용된 것으로, 본 명세서에 개시된 기술의 사상을 한정하려는 의도가 아님을 유의해야 한다. 또한, 본 명세서에서 사용되는 기술적 용어는 본 명세서에서 특별히 다른 의미로 정의되지 않는 한, 본 명세서에 개시된 기술이 속하는 분야에서 통상의 지식을 가진 자에 의해 일반적으로 이해되는 의미로 해석되어야 하며, 과도하게 포괄적인 의미로 해석되거나, 과도하게 축소된 의미로 해석되지 않아야 한다. 또한, 본 명세서에서 사용되는 기술적인 용어가 본 명세서에 개시된 기술의 사상을 정확하게 표현하지 못하는 잘못된 기술적 용어일 때에는, 당업자가 올바르게 이해할 수 있는 기술적 용어로 대체되어 이해되어야 할 것이다. 또한, 본 명세서에서 사용되는 일반적인 용어는 사전에 정의되어 있는 바에 따라, 또는 전후 문맥상에 따라 해석되어야 하며, 과도하게 축소된 의미로 해석되지 않아야 한다. It is to be noted that the technical terms used herein are merely used to describe particular embodiments and are not intended to limit the spirit of the technology disclosed herein. In addition, the technical terms used herein should be construed as meanings generally understood by those skilled in the art to which the technology disclosed herein belongs, unless defined otherwise in this specification. It should not be interpreted in a comprehensive sense, or in an overly reduced sense. In addition, when the technical terms used herein are incorrect technical terms that do not accurately express the spirit of the technology disclosed herein, it should be replaced with technical terms that can be understood correctly by those skilled in the art. In addition, the general terms used herein should be interpreted as defined in the dictionary, or according to the context before and after, and should not be interpreted in an excessively reduced sense.
또한, 본 명세서에서 사용되는 단수의 표현은 문맥상 명백하게 다르게 뜻하지 않는 한, 복수의 표현을 포함한다. 본 명세서에서, "구성된다" 또는 "포함한다" 등의 용어는 명세서상에 기재된 여러 구성 요소들, 또는 여러 단계들을 반드시 모두 포함하는 것으로 해석되지 않아야 하며, 그 중 일부 구성 요소들 또는 일부 단계들은 포함되지 않을 수도 있고, 또는 추가적인 구성 요소 또는 단계들을 더 포함할 수 있는 것으로 해석되어야 한다. Also, the singular forms used herein include the plural forms unless the context clearly indicates otherwise. In this specification, terms such as “consisting of” or “comprising” should not be construed as necessarily including all of the various components or steps described in the specification, and some of the components or some steps It should be construed that it may not be included or may further include additional components or steps.
또한, 본 명세서에서 사용되는 제1, 제2 등과 같이 서수를 포함하는 용어는 다양한 구성 요소들을 설명하는데 사용될 수 있지만, 상기 구성 요소들은 상기 용어들에 의해 한정되어서는 안 된다. 상기 용어들은 하나의 구성요소를 다른 구성요소로부터 구별하는 목적으로만 사용된다. 예를 들어, 본 발명의 권리 범위를 벗어나지 않으면서 제1 구성요소는 제2 구성 요소로 명명될 수 있고, 유사하게 제2 구성 요소도 제1 구성 요소로 명명될 수 있다. In addition, terms including ordinal numbers, such as first and second, as used herein may be used to describe various components, but the components should not be limited by the 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 the second component, and similarly, the second component may also be referred to as the first component.
이하, 첨부된 도면을 참조하여 본 명세서에 개시된 실시 예들을 상세히 설명하되, 도면 부호에 관계없이 동일하거나 유사한 구성 요소는 동일한 참조 번호를 부여하고 이에 대한 중복되는 설명은 생략하기로 한다. DETAILED DESCRIPTION Hereinafter, exemplary embodiments disclosed herein will be described in detail with reference to the accompanying drawings, and the same or similar components will be given the same reference numerals regardless of the reference numerals, and redundant description thereof will be omitted.
또한, 본 명세서에 개시된 기술을 설명함에 있어서 관련된 공지 기술에 대한 구체적인 설명이 본 명세서에 개시된 기술의 요지를 흐릴 수 있다고 판단되는 경우 그 상세한 설명을 생략한다. 또한, 첨부된 도면은 본 명세서에 개시된 기술의 사상을 쉽게 이해할 수 있도록 하기 위한 것일 뿐, 첨부된 도면에 의해 그 기술의 사상이 제한되는 것으로 해석되어서는 아니 됨을 유의해야 한다.In addition, in describing the technology disclosed herein, if it is determined that the detailed description of the related known technology may obscure the gist of the technology disclosed herein, the detailed description thereof will be omitted. In addition, it is to be noted that the accompanying drawings are only for easily understanding the spirit of the technology disclosed in this specification, and the spirit of the technology should not be construed as being limited by the accompanying drawings.
이하, 첨부된 도면을 참조하여 본 발명의 일 실시예에 대하여 설명한다.Hereinafter, with reference to the accompanying drawings will be described an embodiment of the present invention.
도 1은 본 발명의 일 실시예에 따른 광고 제공 시스템을 도시한 도면이다. 1 is a view showing an advertisement providing system according to an embodiment of the present invention.
도 1에 도시된 바와 같이, 본 발명의 일 실시예에 따른 광고 제공 시스템은 광고를 수신하는 단말장치(100), 및 단말장치(100)에 대해 광고를 제공하는 광고플랫폼장치(200)를 포함하는 구성을 갖는다.As shown in FIG. 1, the advertisement providing system according to an exemplary embodiment of the present invention includes a terminal device 100 that receives an advertisement, and an advertisement platform device 200 that provides an advertisement to the terminal device 100. It has a configuration.
또한, 본 발명의 일 실시예에 따른 광고 제공 시스템은, 전술한 구성 이외에 광고와 관련된 서비스 페이지(예: 웹 페이지)를 제공하는 서비스장치(300)를 더 포함하는 구성을 가질 수 있다.In addition, the advertisement providing system according to an embodiment of the present invention may further include a service device 300 that provides a service page (eg, a web page) related to an advertisement in addition to the above-described configuration.
단말장치(100)는 광고매체를 통해서 광고를 수신하며, 광고와 관련된 서비스 페이지 접속 등의 일련의 동작을 수행할 수 있는 모바일 장치를 일컫는다.The terminal device 100 refers to a mobile device that receives an advertisement through an advertisement medium and performs a series of operations such as accessing a service page related to the advertisement.
예를 들어, 위 단말장치(100)로는 예컨대, 스마트 폰, 태블릿 PC, 및 PDA 등이 해당될 수 있으며, 이에 제한되는 것이 아닌 광고매체를 통해서 광고 수신이 가능하며, 서비스 페이지 접속을 위한 브라우저 구동이 가능한 장치는 모두 포함될 수 있다.For example, the terminal device 100 may include, for example, a smart phone, a tablet PC, a PDA, and the like, and is not limited thereto. The advertisement may be received through an advertisement medium, and a browser is driven to access a service page. All of these possible devices can be included.
여기서, 단말장치(100)에서 광고 수신을 가능하게 하는 광고매체로는 예컨대, 단말장치(100) 자체에서 실행되는 애플리케이션 또는 단말장치(100)에서 브라우저를 호출하여 접속할 수 있는 서비스 페이지가 해당될 수 있을 것이다.In this case, the advertisement medium enabling the advertisement reception in the terminal device 100 may correspond to, for example, an application executed in the terminal device 100 or a service page that can be accessed by calling a browser in the terminal device 100. There will be.
이러한 광고매체에는, 그 개발 과정에서 광고 수신과 관련된 SDK(Software Development Kit)가 포함되는데, 결국 단말장치(100)에서는 광고매체에 포함된 위 SDK를 통해서 광고를 요청 및 수신 그리고 표시하는 일련의 동작을 수행하게 되는 것이다.Such an advertisement medium includes a software development kit (SDK) related to advertisement reception during its development process. In the terminal device 100, a series of operations for requesting, receiving, and displaying an advertisement through the SDK included in the advertisement medium is included. Will be done.
아울러, 광고매체는 광고 요청 및 수신 그리고 표시로 이어지는 전술한 일련의 기능뿐만 아니라, 광고플랫폼장치(200)에서 이루어지는 정보 수집 기능을 지원할 수 있다.In addition, the advertisement medium may support the information collection function made in the advertisement platform device 200 as well as the above-described series of functions leading to the advertisement request and reception and display.
이에, 단말장치(100)는 예컨대, 애플리케이션 또는 서비스 페이지 내 광고 수신 및 표시 그리고 광고 선택(Click) 등과 같은 다양한 광고 이력 정보를 수집하여 광고플랫폼장치(200)에 전달하게 되며, 이를 수신한 광고플랫폼장치(200)는 전달된 이력 정보를 단말장치(100)에 대한 광고선별정보로서 활용하게 된다.Accordingly, the terminal device 100 collects various advertisement history information, such as receiving and displaying an advertisement in an application or service page, and clicking an advertisement, and then delivers the advertisement history information to the advertisement platform device 200, and receives the received advertisement platform. The device 200 utilizes the transferred history information as advertisement selection information for the terminal device 100.
또한, 단말장치(100)에서는 자신에게 발급된 단말식별정보를 이용하여 광고플랫폼장치(200)에 광고를 요청, 수신하는 방식인 풀(Pull) 방식을 통해서 광고를 수신하게 되는데, 위 방식에 제한되는 것이 아닌, 광고플랫폼장치(200)에 대한 별도의 광고 요청 없이 광고플랫폼장치(200)에서 제공되는 광고를 수신하는 푸시(Push) 방식으로도 광고를 수신할 수 있음은 물론이다.In addition, the terminal device 100 receives an advertisement through a pull method, which is a method of requesting and receiving an advertisement from the advertisement platform device 200 using the terminal identification information issued to the terminal device 100. Rather, the advertisement platform device 200 may receive an advertisement even in a push method for receiving an advertisement provided from the advertisement platform device 200 without a separate advertisement request for the advertisement platform device 200.
광고플랫폼장치(200)는 광고를 단말장치(100)에 제공하는 광고 서버를 일컫는다.The advertisement platform device 200 refers to an advertisement server that provides an advertisement to the terminal device 100.
이러한, 광고플랫폼장치(200)는 광고주가 지정한 목표 판매금액만큼의 상품 판매가 이루어질 수 있도록 광고주로부터 등록된 광고를 단말장치(100)에 제공하게 된다.The advertisement platform apparatus 200 provides the terminal apparatus 100 with an advertisement registered from the advertiser so that the product can be sold for the target sales amount designated by the advertiser.
서비스장치(300)는 단말장치(100)가 수신한 광고와 관련된 서비스 페이지를 제공하는 웹 서버를 일컫는다.The service device 300 refers to a web server that provides a service page related to an advertisement received by the terminal device 100.
이러한, 서비스장치(300)에서는 애플리케이션 내 광고 선택을 통해 단말장치(100)가 서비스 페이지에 접속되면, 서비스 페이지를 통해 상품 판매 서비스를 제공하게 된다.When the terminal device 100 is connected to the service page through the advertisement selection in the application, the service device 300 provides a product selling service through the service page.
그리고, 서비스장치(300)는 서비스 페이지에서 단말장치(100)를 대상으로 상품 판매가 이루어진 경우, 상품 판매금액을 광고 이력 정보로서 광고플랫폼장치(200)에 제공할 수 있다.When the product is sold to the terminal device 100 in the service page, the service device 300 may provide the advertisement platform device 200 with the product sales amount as advertisement history information.
한편, 본 발명의 일 실시예에서는 지정된 광고 기간 동안 특정 상품의 판매가 이루어지도록 특정 상품의 광고를 단말장치에 제공하는 광고 방식인 CPS(Cost Per Sales) 광고 방식을 따르게 된다.Meanwhile, in an embodiment of the present invention, a CPS (Cost Per Sales) advertisement method, which is an advertisement method of providing an advertisement of a specific product to a terminal device so that a specific product is sold for a specified advertisement period, is followed.
이러한, CPS 광고 방식에서는, 광고 기간 동안 광고주가 지정한 목표 판매금액만큼의 상품 판매가 이루어져야 한다.In such a CPS advertisement method, a product should be sold by a target sales amount designated by an advertiser during an advertisement period.
이를 위해, 광고플랫폼장치(200)에서는 광고 기간이 종료되는 시점에 목표 판매금액이 달성될 수 있도록 광고 스케줄링을 수행하여 광고 기간 동안 단말장치(100)를 대상으로 광고를 제공하게 된다.To this end, the advertisement platform apparatus 200 performs advertisement scheduling so that the target sales amount can be achieved at the end of the advertisement period, thereby providing the advertisement to the terminal device 100 during the advertisement period.
헌데, 광고플랫폼장치(200)에서 이루어지는 위 광고 스케줄링 방식에서는 광고 기간이 종료되는 시점에, 목표 판매금액이 달성될 수 있으나, 광고 제공을 중단한 시점 이후에 발생되는 판매금액을 반영할 수 없다는 한계점이 존재하게 된다.However, in the above advertisement scheduling method performed in the advertisement platform device 200, the target selling amount can be achieved at the end of the advertisement period, but it cannot reflect the selling amount generated after the advertisement is stopped. Will exist.
즉, 광고 제공이 중단된 시점 이후에도, 서비스 페이지 상에서는 광고를 통해 접속한 단말장치(100)에 대해 상품 판매가 이루어질 수 있으며, 이로 인해 실질적인 상품 판매금액이 목표 판매금액을 초과하는 문제가 발생할 수 있는 것이다.That is, even after the advertisement is stopped, product sales may be performed on the terminal device 100 accessed through the advertisement on the service page, which may cause the actual product sales amount to exceed the target sales amount. .
결국, 위 문제점을 해결하기 위해선 광고 기간이 종료되는 시점까지 목표 판매금액만큼의 상품 판매가 이루어지게 하는 새로운 광고 스케줄링 방안이 요구된다 할 것이다.As a result, in order to solve the above problem, a new advertisement scheduling method for selling a product as much as a target selling price until the end of the advertisement period will be required.
이에 본 발명의 일 실시예에서는, 광고 기간 내 예측 기간에 대해 광고 제공 횟수를 결정하여 광고 기간 동안 목표 판매금액만큼의 판매가 이루어지게 하는 방안을 제안하고자 하며, 이하에서는 이를 구현하기 위한 단말장치(100) 및 광고플랫폼장치(300)에 대해 구체적으로 설명하기로 한다.Accordingly, in one embodiment of the present invention, it is proposed to propose a method of making a sale as much as the target sales amount during the advertisement period by determining the number of advertisements provided for the forecast period within the advertisement period, the terminal device 100 for implementing the following ) And the advertising platform device 300 will be described in detail.
우선, 도 2를 참조하여 본 발명의 일 실시예에 따른 단말장치(100)의 구성을 보다 구체적으로 설명하기로 한다First, a configuration of the terminal device 100 according to an embodiment of the present invention will be described in more detail with reference to FIG. 2.
도 2에 도시된 바와 같이, 본 발명의 일 실시예에 따른 단말장치(100)는 제1광고부(110), 및 제2광고부(120)를 포함하는 구성을 가질 수 있다.As shown in FIG. 2, the terminal device 100 according to an embodiment of the present invention may have a configuration including a first advertisement unit 110 and a second advertisement unit 120.
위 제1광고부(110)는 광고매체인 애플리케이션의 실행에 따라 광고와 관련된 일련의 동작을 수행하는 구성을 일컫는 것으로서, 위 애플리케이션에 내장된 SDK(Software Development Kit)가 이에 해당될 수 있다.The first advertising unit 110 refers to a configuration that performs a series of operations related to an advertisement according to the execution of an application that is an advertisement medium, and may include a software development kit (SDK) embedded in the application.
그리고, 제2광고부(120)는 또 다른 광고매체로서, 서비스 페이지(예: 웹 페이지) 접속에 따라 광고와 관련된 일련의 동작을 수행하는 구성을 일컫는 것으로서, 브라우저가 이에 해당될 수 있다.In addition, the second advertisement unit 120 is another advertisement medium, and refers to a component that performs a series of operations related to an advertisement according to a service page (eg, a web page) access, and the browser may correspond thereto.
위 브라우저의 경우 서비스 페이지에 접속 시, 서비스 페이지에 삽입되어 있는 SDK의 소스 코드(Source Code)를 읽어와 광고와 관련된 일련의 동작을 수행할 수 있다.In the case of the above browser, when accessing the service page, the source code of the SDK inserted in the service page can be read to perform a series of operations related to advertisement.
이처럼 제2광고부(120)의 역할을 수행하는 브라우저의 경우, 단말장치(100)의 운영체계(OS)에서 제공하는 OS 기반 브라우저이거나, 또는 단말장치(100)에서 실행되는 애플리케이션에서 자체적으로 제공하는 애플리케이션 기반 브라우저일 수 있다.As such, the browser serving as the second advertisement unit 120 may be an OS-based browser provided by an operating system (OS) of the terminal device 100, or provided by an application executed in the terminal device 100 itself. May be an application-based browser.
참고로, 자체적으로 브라우저를 제공할 수 있는 애플리케이션은 통상적으로 하이브리드 애플리케이션(예: 모바일 전용 쇼핑몰 애플리케이션)이라 명명될 수 있다.For reference, an application capable of providing a browser on its own may be commonly referred to as a hybrid application (eg, a mobile shopping mall application).
이상 언급한 제1광고부(110), 및 제2광고부(120)를 포함하는 단말장치(100)의 구성 전체 내지는 적어도 일부는, 프로세서에 의해 실행되는 소프트웨어 모듈 형태 도는 하드웨어 모듈 형태로 구현되거나, 소프트웨어 모듈과 하드웨어 모듈이 조합된 형태로도 구현될 수 있다.The whole or at least part of the configuration of the terminal apparatus 100 including the first advertisement unit 110 and the second advertisement unit 120 mentioned above may be implemented in the form of a software module or a hardware module executed by a processor. For example, the software module and the hardware module may be combined.
결국, 본 발명의 일 실시예에 따른 단말장치(100)는 위 구성을 통해 광고플랫폼장치(100)로부터 광고를 수신하게 되는데, 이하에서는 이를 위한 단말장치(100) 내 각 구성에 대해 구체적으로 설명하기로 한다.As a result, the terminal device 100 according to an embodiment of the present invention receives an advertisement from the advertisement platform device 100 through the above configuration. Hereinafter, each component in the terminal device 100 will be described in detail. Let's do it.
제1광고부(110)는 광고를 수신하는 기능을 수행한다.The first advertisement unit 110 performs a function of receiving an advertisement.
보다 구체적으로, 제1광고부(110)는 애플리케이션의 실행에 따라 광고플랫폼장치(200)에 광고를 요청하게 되며, 위 광고 요청에 따라 광고플랫폼장치(200)로부터 광고가 수신되면 애플리케이션의 실행 화면에 지정되어 있는 광고 표시 영역에 수신된 광고를 표시하게 된다.More specifically, the first advertisement unit 110 requests an advertisement to the advertisement platform device 200 according to the execution of the application, and when an advertisement is received from the advertisement platform device 200 according to the above advertisement request, the execution screen of the application. The received advertisement is displayed on the advertisement display area specified in.
참고로, 제1광고부(110)에서는, 애플리케이션의 실행에 따라 단말장치(100)의 장치식별정보(예: MDN, IMEI)를 이용하여 단말식별정보를 자체적으로 발급하고, 발급된 단말식별정보를 이용하여, 광고플랫폼장치(200)에 광고를 요청할 수 있다.For reference, in response to the execution of the application, the first advertisement unit 110 automatically issues terminal identification information by using device identification information (eg, MDN and IMEI) of the terminal device 100, and issues the terminal identification information. By using, the advertisement platform device 200 may request an advertisement.
또한, 제1광고부(110)는 광고 이력 정보를 전달하는 기능을 수행한다.In addition, the first advertisement unit 110 performs a function of transmitting the advertisement history information.
보다 구체적으로, 제1광고부(110)는 광고플랫폼장치(200)로부터 수신된 광고를 애플리케이션의 실행 화면에 지정되어 있는 광고 표시 영역에 표시한 경우, 광고플랫폼장치(200)로부터 수신된 광고를 광고 표시 영역에 정상적으로 표시하였음을 나타내는 정보를 위 광고 이력 정보로서 광고플랫폼장치(200)에 전달하게 된다.More specifically, the first advertisement unit 110 displays the advertisement received from the advertisement platform device 200 when the advertisement received from the advertisement platform device 200 is displayed on the advertisement display area designated on the execution screen of the application. Information indicating that the advertisement display area is normally displayed is transmitted to the advertisement platform device 200 as the advertisement history information.
여기서, 제1광고부(100)가 전달하는 광고 이력 정보는 광고플랫폼장치(200)에서 이루어지는 광고 스케줄링에 반영되는데, 이에 대한 구체적인 설명은 광고플랫폼장치(200)에 대한 구체적인 설명에서 다루기로 한다.Here, the advertisement history information delivered by the first advertisement unit 100 is reflected in the advertisement scheduling performed in the advertisement platform device 200, and a detailed description thereof will be described in a detailed description of the advertisement platform device 200.
제2광고부(120)는 서비스 페이지에 접속하는 기능을 수행한다.The second advertisement unit 120 performs a function of accessing the service page.
보다 구체적으로, 제2광고부(120)는 제1광고부(110)를 통해 애플리케이션 내 광고에 대한 선택(Click)이 확인되는 경우, 애플리케이션 내 광고에 삽입된 주소정보를 이용하여 서비스장치(300)가 제공하는 서비스 페이지에 접속함으로써, 접속된 서비스 페이지를 통해서 광고와 관련된 상품 판매 서비스를 이용할 수 있도록 한다.More specifically, when the click on the advertisement in the application is confirmed through the first advertisement unit 110, the second advertisement unit 120 uses the service information 300 using the address information inserted in the advertisement in the application. By accessing the service page provided by), the product sale service related to the advertisement can be used through the connected service page.
한편, 제2광고부(120)는 제1광고부(110)와는 다른 광고매체로서, 서비스 페이지(예: 웹 페이지) 접속에 따라 광고와 관련된 일련의 동작을 수행하는 구성임을 언급한 바 있다.On the other hand, the second advertising unit 120 is a different advertising medium from the first advertising unit 110, and mentioned that it is configured to perform a series of operations related to the advertisement in accordance with the service page (for example, a web page) access.
이에, 제2광고부(120)는 제1광고부(110)와는 별도로 서비스 페이지(예: 웹 페이지) 접속에 따라 광고플랫폼장치(200)에 광고를 요청할 수 있으며, 위 광고 요청에 따라 광고플랫폼장치(200)로부터 광고가 수신되면 서비스 페이지 상의 광고 표시 영역에 수신된 광고를 표시할 수 있다.Accordingly, the second advertisement unit 120 may request an advertisement from the advertisement platform device 200 according to a service page (for example, a web page) access separately from the first advertisement unit 110, and the advertisement platform according to the above advertisement request. When the advertisement is received from the device 200, the received advertisement may be displayed on the advertisement display area on the service page.
아울러, 제2광고부(120)는 제1광고부(110)와 마찬가지로 광고플랫폼장치(200)로부터 수신된 광고를 서비스 페이지에 지정되어 있는 광고 표시 영역에 표시한 경우, 광고플랫폼장치(200)로부터 수신된 광고를 광고 표시 영역에 정상적으로 표시하였음을 나타내는 광고 이력 정보를 광고플랫폼장치(200)에 전달할 수 있다.In addition, when the second advertisement unit 120 displays the advertisement received from the advertisement platform apparatus 200 in the advertisement display area designated on the service page, similar to the first advertisement unit 110, the advertisement platform apparatus 200. The advertisement history information indicating that the advertisement received from the advertisement is normally displayed on the advertisement display area may be transmitted to the advertisement platform device 200.
또한, 제2광고부(120)는 서비스 페이지 내 광고에 대한 선택(Click)이 확인되는 경우, 제1광고부(110)와 동일하게 광고에 삽입된 주소정보를 이용하여 서비스장치(300)가 제공하는 서비스 페이지에 접속함으로써, 접속된 서비스 페이지를 통해서 광고와 관련된 상품 판매 서비스를 이용할 수 있도록 할 수 있다.In addition, when the click of the advertisement in the service page is confirmed, the second advertisement unit 120 uses the address information inserted in the advertisement as in the first advertisement unit 110, so that the service apparatus 300 may be used. By accessing the provided service page, it is possible to use a product selling service related to advertisement through the connected service page.
이하에서는, 도 3을 참조하여 본 발명의 일 실시예에 다른 광고플랫폼장치(200)의 구성을 보다 구체적으로 설명하기로 한다.Hereinafter, the configuration of another advertising platform device 200 according to an embodiment of the present invention with reference to FIG. 3 will be described in more detail.
도 3에 도시된 바와 같이, 본 발명의 일 실시예에 따른 광고플랫폼장치(200)는 단말장치(100)에 대해 광고를 제공하는 제공부(210), 광고 이력 정보를 확인하는 확인부(220), 광고 제공 횟수를 결정하는 결정부(230) 및 광고 이력 정보를 저장하는 저장부(240)를 포함하는 구성을 갖는다.As shown in FIG. 3, the advertisement platform apparatus 200 according to an embodiment of the present invention may include a providing unit 210 for providing an advertisement to the terminal device 100 and a confirmation unit 220 for confirming advertisement history information. ), A determination unit 230 for determining the number of advertisements provided, and a storage unit 240 for storing advertisement history information.
여기서, 광고 이력 정보는, 제공부(210)에서 이루어진 광고 제공 횟수, 단말장치(100)에서 표시된 광고 표시 횟수, 서비스장치(300)에서 이루어진 상품 판매금액이 포함될 수 있는데, 위 광고 표시 횟수의 경우, 단말장치(100)로부터 수신되며, 상품 판매금액의 경우 서비스장치(300)로부터 수신될 수 있다.Here, the advertisement history information may include the number of advertisements provided by the provider 210, the number of advertisements displayed on the terminal device 100, and the amount of product sales made by the service device 300. , Received from the terminal device 100, and may be received from the service device 300 in the case of a product sale price.
이상 언급한 제공부(210), 확인부(220), 결정부(230) 및 저장부(240)를 포함하는 광고플랫폼장치(200)의 구성 전체 내지는 적어도 일부는, 프로세서에 의해 실행되는 소프트웨어 모듈 형태 또는 하드웨어 모듈 형태로 구현되거나, 소프트웨어 모듈과 하드웨어 모듈이 조합된 형태로도 구현될 수 있다.The entire or at least part of the configuration of the advertisement platform apparatus 200 including the provision unit 210, the verification unit 220, the determination unit 230, and the storage unit 240 mentioned above may be executed by a processor. It may be implemented in the form or hardware module form, or may be implemented in the form of a combination of a software module and a hardware module.
결국, 본 발명의 일 실시예에 따른 광고플랫폼장치(200)는 위 구성들을 통해 광고 기간 내 특정 시점까지의 누적 판매금액 및 광고 제공 횟수를 기초로 상기 특정 시점 이후 예측 기간에서의 광고 제공 횟수(이하, '예측 광고 제공 횟수'라 칭함)를 결정함으로써, 광고 기간 동안 목표 판매금액만큼의 판매가 이루어지게 하는 효과를 성취할 수 있는 것이다.As a result, the advertisement platform apparatus 200 according to an embodiment of the present invention may provide the number of advertisements provided in the prediction period after the specific point of time based on the cumulative sales amount up to a specific point in the advertisement period and the number of advertisements provided through the above configurations. Hereinafter, by determining the 'predicted advertisement number of times', it is possible to achieve the effect of making the sale as much as the target sales amount during the advertisement period.
이하에서는 이를 구현하기 위한 광고플랫폼장치(200) 내 각 구성에 대해 구체적으로 설명하기로 한다.Hereinafter, each component in the advertisement platform device 200 for implementing this will be described in detail.
여기서, 특정 시점(이하, '경과 기간'이라 칭함)은 광고 기간이 개시된 시점으로부터 현재 시점까지의 기간 중 임의의 시간 구간(예: 현재의 00시01분을 기점으로 어제의 00시01분부터 24시00분까지)을 일컫는 것이며, 아울러, 예측 기간은 현재 시점으로부터 광고 기간이 경과되는 시점까지의 기간 중 아직 도래하지 않은 임의의 시간 구간(예: 현재의 00시01부터 당일 24시00분)을 일컫는다.Here, the specific time point (hereinafter, referred to as the 'elapsed time period') may be any time interval (for example, from 00:01 yesterday starting from the current 00:01 time period from the time when the advertisement period starts to the present time). 24:00), and the forecast period is any time period that has not yet arrived (e.g., from 00:01 to 24:00) ).
이러한, 경과 기간과 예측 기간은, 예컨대 도 4 (a)에 도시된 바와 같이, 서로 연속된 시간 흐름을 갖는 이웃한 기간으로 지정되거나, 또는 도 4 (b)에 도시된 바와 같이 서로 이웃하지 않은 동일한 시간대로 지정될 수 있을 것이다.This elapsed period and the prediction period are designated as neighboring periods having a continuous time flow with each other, for example, as shown in Fig. 4 (a), or not adjacent to each other as shown in Fig. 4 (b). The same time zone may be specified.
여기서, 경과 기간과 예측 기간을 서로 이웃하지 않은 동일한 시간대로 지정하는 경우에는, 시간대 별로 상이한 패턴을 가질 수 있는 누적 판매금액 및 광고 제공 횟수를 반영하여 보다 정확환 예측 광고 제공 횟수를 결정할 수 있는 효과를 예상할 수 있다. In this case, when the elapsed period and the forecast period are designated as the same time zones that are not adjacent to each other, the effect of determining the number of accurate predicted advertisements may be determined by reflecting the cumulative sales amount and the number of advertisements that may have different patterns for each time period. Can be expected.
예를 들어, 경과 기간이 어제(토요일)이며, 예측 기간이 오늘(일요일)인 경우를 가정한다면, 각각의 기간에서의 누적 판매금액 및 광고 제공 횟수는 요일 특성에 따라 큰 차이가 발생할 수 있음을 예상할 수 있다.For example, if the elapsed period is yesterday (Saturday) and the forecast period is today (Sunday), then the cumulative sales amount and the number of advertisements offered in each period may vary significantly depending on the day of the week. You can expect it.
이에, 경과 기간을 어제(토요일)가 아닌, 지난주 오늘(일요일)로 지정한다면 요일 특성 간 유사성에 따라 결정된 예측 광고 제공 횟수의 정확도가 크게 향상되는 효과를 기대할 수 있을 것이다.Therefore, if the elapsed period is specified as today (Sunday) last week instead of yesterday (Saturday), the accuracy of the number of prediction advertisements determined according to the similarity between the characteristics of the day may be expected to be greatly improved.
아울러, 경과 기간과 예측 기간은 서로 동일한 기간으로 지정되거나, 또는 서로 상이한 기간으로 지정될 수 있다.In addition, the elapsed period and the prediction period may be designated as the same period or may be designated as different periods.
여기서, 경과 기간과 예측 기간을 서로 상이한 기간으로 지정하는 것은, 경과 기간에서의 누적 판매금액과 상기 광고 제공 횟수 간 비율의 변동폭을 반영하기 위함이다.Here, the designation of the elapsed period and the forecast period as different periods is to reflect the variation in the ratio between the cumulative sales amount and the number of advertisements provided in the elapsed period.
예를 들어, 경과 기간에서의 누적 판매금액과 상기 광고 제공 횟수 간 비율의 변동폭이 크다면, 이를 근거로 결정되는 예측 기간에서의 예측 광고 제공 횟수의 정확도가 떨어짐을 예상할 수 있다.For example, if the change in the ratio between the cumulative sales amount in the elapsed period and the number of advertisements is large, it may be expected that the accuracy of the number of predicted advertisements in the prediction period determined based on this is lowered.
이에, 도 5에 도시된 바와 같이, 경과 기간에서의 발생되는 변동폭과 예측 기간 간에 반비례 관계를 성립시킴으로써, 변동폭이 클수록 예측 기간을 짧게 지정하고, 반대로 변동폭이 작을수록 예측 기간을 보다 긴 기간으로 지정할 수 있다.Thus, as shown in FIG. 5, by establishing an inverse relationship between the variation occurring in the elapsed period and the prediction period, the larger the variation, the shorter the prediction period, and the smaller the variation, the longer the prediction period. Can be.
여기서, 예측 기간을 짧게 지정한다는 것은 광고 기간 내 예측 광고 제공 횟수의 결정하는 빈도 수가 증가한다는 것을 의미하게 되는 데, 이러한 빈도 수의 증가는 경과 기간에서의 발생되는 큰 변동폭로 인해 낮아지는 예측 광고 제공 횟수의 정확도를 보상하기 위한 수단이 될 수 있는 것이다.Here, specifying a shorter forecast period means that the frequency of determining the number of prediction advertisements provided in the advertisement period is increased, and the increase in the frequency is lowered due to the large fluctuations occurring in the elapsed period. It can be a means for compensating the accuracy of the number of times.
반대로, 예측 기간을 길게 지정한다는 것은 광고 기간 내 예측 광고 제공 횟수의 결정하는 빈도 수가 감소한다는 것을 의미하게 되어 예측 광고 제공 횟수의 결정에 요구되는 리소스(Resource)를 절약하는 효과가 성취됨을 예상할 수 있다.On the contrary, specifying a longer forecast period means that the frequency of determining the number of prediction advertisements provided in the advertisement period is reduced, so that the effect of saving resources required for determining the number of prediction advertisements can be expected. have.
이처럼, 경과 기간과 예측 기간은 동일하거나 상이한 기간으로서 서로 이웃하게 지정되거나, 이웃하지 않은 동일한 시간대로 지정될 수 있는 데, 이하에서는 설명의 편의를 위해 경과 기간과 예측 기간이 '일 단위(24시간)'로 동일하며 서로 이웃한 기간으로 지정됨을 전제로 설명을 이어가기로 한다.As such, the elapsed period and the forecast period may be designated to be adjacent to each other as the same or different periods, or to the same time zone that is not adjacent to each other. Hereinafter, for convenience of explanation, the elapsed period and the predicted period may be 'a unit of day (24 hours). The explanations will be continued on the assumption that they are identical to each other and are designated as adjacent periods.
제공부(210)는 광고를 제공하는 기능을 수행한다.The providing unit 210 performs a function of providing an advertisement.
보다 구체적으로, 제공부(210)는 단말장치(100)로부터 수신되는 광고 요청에 따라 광고주가 등록한 광고를 단말장치(100)에 제공하게 된다.More specifically, the providing unit 210 may provide the terminal device 100 with the advertisement registered by the advertiser in response to the advertisement request received from the terminal device 100.
이때, 제공부(210)는 단말장치(100)로부터 광고 요청이 수신되는 시점에, 광고 기간이 잔여되어 있는지를 확인하고, 광고 기간이 잔여되어 있는 것이 확인되는 경우에만 단말장치(100)에 대해 광고를 제공하게 된다.In this case, the provision unit 210 confirms whether the advertisement period is remaining at the time when the advertisement request is received from the terminal device 100, and the terminal device 100 only when it is confirmed that the advertisement period is remaining. Will provide advertising.
이와 관련하여, 저장부(240)에서는 제공부(210)에서 이루어진 광고 제공 횟수와, 단말장치(100)에서 표시된 광고 표시 횟수, 서비스장치(300)에서 이루어진 상품 판매금액을 수집하여 광고 이력 정보로서 누적 저장하게 된다.In this regard, the storage unit 240 collects the number of advertisements provided by the provider 210, the number of advertisements displayed on the terminal device 100, and the amount of product sales made by the service device 300 as advertisement history information. Accumulated storage.
확인부(220)는 광고 이력 정보를 확인하는 기능을 수행한다.The verification unit 220 performs a function of checking the advertisement history information.
보다 구체적으로, 확인부(220)는 예측 광고 제공 회수를 결정하는 시점(예: 24시00분)이 도래하는 경우 경과 기간에서의 광고 이력 정보인 광고 제공 횟수, 광고 표시 횟수, 및 누적 판매금액을 확인하여 결정부(230)에 전달하게 된다.More specifically, the confirmation unit 220 when the time to determine the number of prediction advertisements (eg, 24:00) arrives, the number of advertisements provided as advertisement history information in the elapsed period, the number of advertisements displayed, and the cumulative sales amount Check and deliver to the determination unit 230.
결정부(230)는 예측 기간에서의 예측 광고 제공 횟수를 결정하는 기능을 수행한다.The determination unit 230 performs a function of determining the number of prediction advertisements provided in the prediction period.
보다 구체적으로, 결정부(230)는 확인부(220)로부터 경과 기간에서의 광고 이력 정보로서 광고 제공 횟수, 광고 표시 횟수, 및 누적 판매금액이 수신되면, 수신된 광고 이력 정보를 이용하여 예측 기간 동안의 예측 광고 제공 횟수를 결정하게 된다.More specifically, the determination unit 230, when received from the confirmation unit 220 as the advertisement history information in the elapsed period, the number of advertisements provided, the number of advertisement display, and the cumulative sales amount, the prediction period using the received advertisement history information Determine the number of times the predicted advertisements are provided.
이때, 결정부(230)는 예측 기간 동안의 예측 광고 제공 횟수를 결정하기에 앞서, 아래 [수식 1]을 통해서 예측 기간 동안의 분(minute)당 목표 판매금액(이하, '예측 판매금액'이라 칭함)을 결정하게 된다.At this time, before determining the number of prediction advertisements provided during the prediction period, the determination unit 230, through [Equation 1] below, the target sales amount per minute (hereinafter, referred to as 'predictive sales amount') during the prediction period. Will be determined).
[수식 1][Equation 1]
Figure PCTKR2016000049-appb-I000001
Figure PCTKR2016000049-appb-I000001
참고로, 단말장치(100)에서는 광고매체인 애플리케이션과 서비스 페이지(예: 웹 페이지)를 통해 광고를 요청 및 수신할 수 있음을 언급한 바 있는 데, 이에, 예측 판매금액의 경우 광고매체인 애플리케이션과 서비스 페이지(예: 웹 페이지) 각각에 대해 확인될 수 있다.For reference, the terminal device 100 has mentioned that the advertisement can be requested and received through the application and the service page (for example, a web page) that is an advertisement medium. And service pages (e.g., web pages).
또한, 결정부(230)는 예측 판매금액이 결정되면, 아래 [수식 2]와 같이 광고 표시 횟수와 광고 제공 횟수 간의 비율인 제1비율과, 아래 [수식 3]와 같이 누적 판매금액과 광고 표시 횟수 간의 비율인 제2비율을 확인하게 된다.In addition, when the predicted sales amount is determined, the determination unit 230 displays a first ratio, which is a ratio between the number of advertisements displayed and the number of advertisements provided as shown in Equation 2 below, and the cumulative sales amount and displayed as shown in Equation 3 below. The second ratio, which is the ratio between the number of times, is checked.
[수식 2][Formula 2]
Figure PCTKR2016000049-appb-I000002
Figure PCTKR2016000049-appb-I000002
[수식 3][Equation 3]
Figure PCTKR2016000049-appb-I000003
Figure PCTKR2016000049-appb-I000003
여기서, 예측 광고 제공 횟수를 결정하기 위해 확인되는 제1비율과 제2비율 역시 광고매체인 애플리케이션과 서비스 페이지(예: 웹 페이지) 각각에 대해 확인될 수 있다.Here, the first ratio and the second ratio, which are confirmed to determine the number of prediction advertisements, may also be identified for each application and service page (eg, a web page) that is an advertisement medium.
아울러, 결정부(230)는 제1비율과 제2비율이 확인되면, 아래 [수식 4]과 같이 제1비율과 제2비율 그리고 예측 판매금액을 이용하여 예측 기간 동안의 분(minute) 당 예측 광고 제공 횟수를 결정하게 된다.In addition, when the first ratio and the second ratio are confirmed, the determination unit 230 predicts per minute during the forecast period by using the first ratio, the second ratio, and the estimated sales amount as shown in Equation 4 below. The number of advertisements will be determined.
[수식 4][Equation 4]
Figure PCTKR2016000049-appb-I000004
Figure PCTKR2016000049-appb-I000004
즉, 결정부(230)는 제2비율에 따라서 예측 판매금액을 달성하기 위한 광고 표시 횟수를 산출하며, 제1비율에 따라 산출된 광고 표시 횟수를 보장하기 위한 광고 제공 횟수를 산출하게 되는 것이며, 산출된 광고 제공 횟수를 예측 기간 내 분당 예측 광고 제공 횟수로서 결정할 수 있는 것이다.That is, the determination unit 230 calculates the number of advertisement display for achieving the predicted selling amount according to the second ratio, and calculates the number of advertisement providing for guaranteeing the number of advertisement display calculated according to the first ratio. The calculated number of advertisements may be determined as the number of predicted advertisements per minute in the forecast period.
참고로, 광고노출횟수가 없는 경우에는, 예컨대 제1비율을 100%로 상정하여 예측 광고 제공 횟수를 결정하며, 누적 판매금액이 존재하지 않는 경우에는 제2비율을 유사 광고의 평균비율로 상정하여 예측 광고 제공 횟수를 결정할 수 있다.For reference, if there are no ad impressions, for example, the first rate is set at 100% to determine the number of predicted advertisements. If there is no cumulative sales amount, the second rate is assumed as the average rate of similar ads. The number of prediction advertisements may be determined.
여기서, 예측 광고 제공 횟수 역시 광고매체인 애플리케이션과 서비스 페이지(예: 웹 페이지) 각각에 대해 결정될 수 있다.Here, the number of prediction advertisements may also be determined for each application and service page (eg, a web page) that is an advertisement medium.
그리고, 결정부(230)는 예측 기간 내 분당 예측 광고 제공 횟수가 결정되면, 그 결과를 제공부(210)에 전달함으로써, 제공부(210) 하여금 예측 기간 내 각 분(minute)마다 예측 광고 제공 횟수 한도 내에서만 광고를 제공할 수 있도록 한다.When the number of prediction advertisements provided per minute in the prediction period is determined, the determination unit 230 transmits the result to the providing unit 210 so that the providing unit 210 provides the prediction advertisement every minute in the prediction period. Make sure your ads are only served within the limit.
결국, 결정부(230)는 경과 기간 동안 발생된 실제 광고 이력 정보를 이용하여 예측 기간 동안에 제공되어야 하는 예측 광고 제공 횟수를 결정함에 따라, 광고 기간 동안 고르게 목표 판매금액만큼의 판매가 이루어지게 하는 효과를 성취할 수 있는 것이다.As a result, the determination unit 230 determines the number of prediction advertisements to be provided during the prediction period by using the actual advertisement history information generated during the elapsed period, so that the target sales amount is evenly sold during the advertisement period. It can be achieved.
한편, 이상 설명한 광고플랫폼장치(200) 내 각 구성의 경우, 프로세서에 의해 실행되는 소프트웨어 모듈 또는 하드웨어 모듈 형태로 구현되거나, 내지는 소프트웨어 모듈과 하드웨어 모듈이 조합된 형태로도 구현될 수 있음을 언급한 바 있다.On the other hand, for each configuration in the above-described advertising platform device 200, it is mentioned that it may be implemented in the form of a software module or a hardware module executed by a processor, or may be implemented in a combination of a software module and a hardware module. There is a bar.
이처럼, 프로세서에 의해 실행되는 소프트웨어 모듈, 하드웨어 모듈, 내지는 소프트웨어 모듈과 하드웨어 모듈이 조합된 형태는 하드웨어 시스템(예: 컴퓨터 시스템)으로 구현될 수 있을 것이다.As such, a software module executed by a processor, a hardware module, or a combination of software modules and hardware modules may be implemented as a hardware system (eg, a computer system).
따라서, 이하에서는 도 6을 참조하여 본 발명의 일 실시예에 따른 광고플랫폼장치(200)를 구현하기 위한 하드웨어 시스템(2000)에 대해서 설명하기로 한다.Therefore, hereinafter, a hardware system 2000 for implementing the advertisement platform device 200 according to an embodiment of the present invention will be described with reference to FIG. 6.
참고로, 이하에서 서술된 내용은 하드웨어 시스템(1000) 내에서 앞서 설명한 단말장치(100) 내 각 구성을 구현하기 위한 일 예인 것으로, 각 구성과 그에 따른 동작이 실제 시스템과 상이할 수 있음은 물론이다.For reference, the contents described below are examples for implementing the respective components in the terminal apparatus 100 described above in the hardware system 1000, and each component and its operation may be different from the actual system. to be.
도 6은 본 발명의 일 실시예에 따른 광고플랫폼장치(200)를 구현하기 위한 하드웨어 시스템의 구조를 도시한 도면이다.6 is a diagram showing the structure of a hardware system for implementing the advertising platform device 200 according to an embodiment of the present invention.
도 6에 도시된 바와 같이, 본 발명의 일 실시예에 따른 광고플랫폼장치(200)를 구현하기 위한 하드웨어 시스템(2000)은 프로세서(2100), 메모리 인터페이스(2200), 및 주변장치 인터페이스(2300)를 포함하는 구성을 가질 수 있다.As shown in FIG. 6, the hardware system 2000 for implementing the advertisement platform device 200 according to an embodiment of the present invention may include a processor 2100, a memory interface 2200, and a peripheral device interface 2300. It may have a configuration including.
이러한, 하드웨어 시스템(2000) 내 각 구성은, 개별 부품이거나 하나 이상의 집적 회로에 집적될 수 있으며, 이러한 각 구성들은 버스 시스템(도시안됨)에 결합될 수 있다.Each component in hardware system 2000 may be a separate component or integrated into one or more integrated circuits, each of which may be coupled to a bus system (not shown).
여기서, 버스 시스템의 경우, 적절한 브리지들, 어댑터들, 및/또는 제어기들에 의해 연결된 임의의 하나 이상의 개별적인 물리 버스들, 통신 라인들/인터페이스들, 및/또는 멀티 드롭(multi-drop) 또는 포인트 투 포인트(point-to-point) 연결들을 나타내는 추상화(abstraction)이다.Here, in the case of a bus system, any one or more individual physical buses, communication lines / interfaces, and / or multi-drops or points connected by appropriate bridges, adapters, and / or controllers. It is an abstraction that represents point-to-point connections.
프로세서(2100)는 하드웨어 시스템에서 다양한 기능들을 수행하기 위해 메모리 인터페이스(2200)를 통해 메모리(2210)와 통신함으로써, 메모리(2210)에 저장된 다양한 소프트웨어 모듈들을 실행하는 역할을 수행하게 된다.The processor 2100 communicates with the memory 2210 through the memory interface 2200 to perform various functions in a hardware system, thereby executing various software modules stored in the memory 2210.
여기서, 메모리(2210)에는 도 3을 참조하여 설명한 광고플랫폼장치(200) 내 각 구성인 제공부(210), 확인부(220), 결정부(230), 및 저장부(240)가 소프트웨어 모듈 형태로 저장될 수 있으며, 그 외 운영 체계가 추가 저장될 수 있다.Here, in the memory 2210, the providing unit 210, the confirming unit 220, the determining unit 230, and the storage unit 240, which are respective components in the advertisement platform device 200 described with reference to FIG. 3, may be software modules. Form, and other operating systems may be additionally stored.
위 운영 체계(예: I-OS, Android, Darwin, RTXC, LINUX, UNIX, OS X, WINDOWS, 또는 VxWorks와 같은 임베디드 운영 체계)의 경우, 일반적인 시스템 작업들(예를 들어, 메모리 관리, 저장 장치 제어, 전력 관리 등)을 제어 및 관리하는 다양한 절차, 명령어 세트, 소프트웨어 컴포넌트 및/또는 드라이버를 포함하고 있으며 다양한 하드웨어 모듈과 소프트웨어 모듈 간의 통신을 용이하게 하는 역할을 수행하게 된다.For the above operating systems (e.g., embedded operating systems such as I-OS, Android, Darwin, RTXC, LINUX, UNIX, OS X, WINDOWS, or VxWorks), common system tasks (e.g. memory management, storage devices) It includes various procedures, instruction sets, software components, and / or drivers for controlling and managing control, power management, etc.) and facilitates communication between various hardware modules and software modules.
참고로, 메모리(2210)는 캐쉬, 메인 메모리 및 보조 기억장치(secondary memory)를 포함하지만 이에 제한되지 않는 메모리 계층구조가 포함할 수 있는데, 위 메모리 계층구조의 경우 예컨대 RAM(예: SRAM, DRAM, DDRAM), ROM, FLASH, 자기 및/또는 광 저장 장치[예: 디스크 드라이브, 자기 테이프, CD(compact disk) 및 DVD(digital video disc) 등]의 임의의 조합을 통해서 구현될 수 있다. For reference, the memory 2210 may include a memory hierarchy including but not limited to a cache, a main memory, and a secondary memory. The above memory hierarchy may include, for example, RAM (eg, SRAM, DRAM). , DDRAM), ROM, FLASH, magnetic and / or optical storage devices (eg, disk drives, magnetic tapes, compact disks (CDs) and digital video discs (DVDs, etc.)).
주변장치 인터페이스(2300)는 프로세서(2100)와 주변장치 간에 사이에 통신을 가능하게 하는 역할을 수행한다.The peripheral device interface 2300 serves to enable communication between the processor 2100 and the peripheral device.
위 주변장치의 경우, 컴퓨터 시스템에 상이한 기능을 제공하기 위한 것으로서, 본 발명의 일 실시예에서는, 예컨대, 통신장치(2310)가 포함될 수 있다.In the case of the above peripheral device, to provide a different function to the computer system, in one embodiment of the present invention, for example, the communication device 2310 may be included.
여기서, 통신장치(2310)는 다른 장치와의 통신 기능을 제공하는 역할을 수행하는 수행하게 되며, 이를 위해 예컨대, 안테나 시스템, RF 송수신기, 하나 이상의 증폭기, 튜너, 하나 이상의 발진기, 디지털 신호 처리기, 코덱(CODEC) 칩셋, 및 메모리 등을 포함하지만 이에 제한되지는 않으며, 이 기능을 수행하는 공지의 회로를 포함할 수 있다.Herein, the communication device 2310 performs a role of providing a communication function with another device. For this purpose, for example, an antenna system, an RF transceiver, one or more amplifiers, a tuner, one or more oscillators, a digital signal processor, and a codec (CODEC) chipsets, memory, and the like, but may include, but are not limited to, known circuitry for performing this function.
이러한, 통신장치(2310)가 지원하는 통신 프로토콜로는, 예컨대, LTE(Long Term Evolution), TDMA(time division multiple access), CDMA(code division multiple access), GSM(global system for mobile communications), EDGE(Enhanced Data GSM Environment), W-CDMA(wideband code division multiple access), Wi-Fi(IEEE 802.11a, IEEE 802.11b, IEEE 802.11g 및/또는 IEEE 802.11n 등), 블루투스, Wi-MAX, VoIP(voice over Internet Protocol), 이메일, 인스턴트 메시징 및 SMS(short message service)를 위한 프로토콜 등이 해당될 수 있으며, 이에 제한되는 것이 아닌 다른 장치와의 통신 환경을 제공하는 프로토콜은 모두 포함될 수 있다.Such communication protocols supported by the communication device 2310 include, for example, Long Term Evolution (LTE), time division multiple access (TDMA), code division multiple access (CDMA), global system for mobile communications (GSM), and EDGE. (Enhanced Data GSM Environment), wideband code division multiple access (W-CDMA), Wi-Fi (such as IEEE 802.11a, IEEE 802.11b, IEEE 802.11g and / or IEEE 802.11n), Bluetooth, Wi-MAX, VoIP ( Voice over Internet Protocol), email, instant messaging, and a protocol for short message service (SMS) may be included, and the like, but is not limited thereto, and may include all protocols for providing a communication environment with other devices.
결국, 메모리(2210)에 소프트웨어 모듈 형태로 저장되어 있는 광고플랫폼장치(200) 내 각 구성은, 프로세서(2100)에 의해 실행되는 경우에 메모리 인터페이스(2100)와 주변장치 인터페이스(2300)를 매개로 통신장치(2310)와 입출력장치(2320)와의 통신을 수행함으로써, 광고매체 간 광고선별정보를 공유할 수 있는 것이다.As a result, each component in the advertisement platform device 200 stored in the memory 2210 in the form of a software module may be executed through the memory interface 2100 and the peripheral device interface 2300 when executed by the processor 2100. By performing communication between the communication device 2310 and the input / output device 2320, advertisement selection information may be shared between advertisement media.
이하에서는, 도 6을 참조하여, 광고플랫폼장치(200)를 구현하기 위한 하드웨어 시스템(2000) 내 각 구성에 대해 구체적으로 설명하기로 한다.Hereinafter, with reference to FIG. 6, each component in the hardware system 2000 for implementing the advertisement platform device 200 will be described in detail.
설명의 편의를 위해 메모리(2210)에 소프트웨어 모듈 형태로 저장되어 있는 광고플랫폼장치(200) 내 각 구성은 프로세서(2100)에 의해 실행된 상태임을 전제하기로 한다.For convenience of explanation, it is assumed that each component in the advertisement platform device 200 stored in the form of a software module in the memory 2210 is executed by the processor 2100.
제공부(210)는 통신장치(2310)를 통해 광고를 제공하는 기능을 수행한다.The providing unit 210 performs a function of providing an advertisement through the communication device 2310.
보다 구체적으로, 제공부(210)는 통신장치(2310)를 통해 단말장치(100)로부터 수신되는 광고 요청에 따라 광고주가 등록한 광고를 위 통신장치(2310)를 통해 단말장치(100)에 제공하게 된다.More specifically, the providing unit 210 to provide an advertisement registered by the advertiser to the terminal device 100 through the communication device 2310 according to the advertisement request received from the terminal device 100 through the communication device 2310. do.
이때, 제공부(210)는 단말장치(100)로부터 광고 요청이 수신되는 시점에, 광고 기간이 잔여되어 있는지를 확인하고, 광고 기간이 잔여되어 있는 것이 확인되는 경우에만 단말장치(100)에 대해 광고를 제공하게 된다.In this case, the provision unit 210 confirms whether the advertisement period is remaining at the time when the advertisement request is received from the terminal device 100, and the terminal device 100 only when it is confirmed that the advertisement period is remaining. Will provide advertising.
이와 관련하여, 저장부(240)에서는 통신장치(2310)를 통해 단말장치(100)에서 표시된 광고 표시 횟수, 서비스장치(300)에서 이루어진 상품 판매금액을 수집하고, 수집된 정보를 제공부(210)에서 이루어진 광고 제공 횟수와 함께 광고 이력 정보로서 누적 저장하게 된다.In this regard, the storage unit 240 collects the advertisement display number displayed on the terminal device 100 and the product sales amount made in the service device 300 through the communication device 2310, and provides the collected information 210. ) Is stored as advertisement history information together with the number of advertisements provided.
확인부(220)는 광고 이력 정보를 확인하는 기능을 수행한다.The verification unit 220 performs a function of checking the advertisement history information.
보다 구체적으로, 확인부(220)는 예측 광고 제공 회수를 결정하는 시점(예: 24시00분)이 도래하는 경우 경과 기간에서의 광고 이력 정보인 광고 제공 횟수, 광고 표시 횟수, 및 누적 판매금액을 저장부(240)로부터 확인하여 결정부(230)에 전달하게 된다.More specifically, the confirmation unit 220 when the time to determine the number of prediction advertisements (eg, 24:00) arrives, the number of advertisements provided as advertisement history information in the elapsed period, the number of advertisements displayed, and the cumulative sales amount This is confirmed from the storage unit 240 is delivered to the determination unit 230.
결정부(230)는 예측 기간에서의 예측 광고 제공 횟수를 결정 및 전달하는 기능을 수행한다.The determination unit 230 determines and delivers the number of prediction advertisements provided in the prediction period.
보다 구체적으로, 결정부(230)는 확인부(220)로부터 경과 기간에서의 광고 이력 정보로서 광고 제공 횟수, 광고 표시 횟수, 및 누적 판매금액이 수신되면, 수신된 광고 이력 정보를 이용하여 예측 기간 동안의 예측 광고 제공 횟수를 결정하게 된다.More specifically, the determination unit 230, when received from the confirmation unit 220 as the advertisement history information in the elapsed period, the number of advertisements provided, the number of advertisement display, and the cumulative sales amount, the prediction period using the received advertisement history information Determine the number of times the predicted advertisements are provided.
이때, 결정부(230)는 예측 기간 동안의 예측 광고 제공 횟수를 결정하기에 앞서, 앞선 [수식 1]을 통해서 예측 기간 동안의 분(minute)당 목표 판매금액(이하, '예측 판매금액'이라 칭함)을 결정하게 된다.In this case, before determining the number of prediction advertisements provided during the prediction period, the determination unit 230 may determine a target sales amount per minute during the prediction period (hereinafter, referred to as 'predictive sales amount') through [Equation 1]. Will be determined).
또한, 결정부(230)는 예측 판매금액이 결정되면, 앞선 [수식 2]에서와 같은 광고 표시 횟수와 광고 제공 횟수 간의 비율인 제1비율과, 앞선 [수식 3]에서와 같은 누적 판매금액과 광고 표시 횟수 간의 비율인 제2비율을 확인하게 된다.In addition, when the predicted sales amount is determined, the determination unit 230 may include a first ratio, which is a ratio between the number of advertisements displayed and the number of advertisements provided as in Equation 2 above, and the cumulative sales amount as in Equation 3 described above. The second ratio, which is the ratio between the number of advertisement display times, is checked.
아울러, 결정부(230)는 제1비율과 제2비율이 확인되면, 앞선 [수식 4]에서와 같이 제1비율과 제2비율 그리고 예측 판매금액을 이용하여 예측 기간 동안의 분(minute) 당 예측 광고 제공 횟수를 결정하게 된다.In addition, when the first ratio and the second ratio are confirmed, the determination unit 230 uses the first ratio, the second ratio, and the estimated sales amount per minute during the forecast period as shown in Equation 4 above. The number of prediction advertisements will be determined.
즉, 결정부(230)는 제2비율에 따라서 예측 판매금액을 달성하기 위한 광고 표시 횟수를 산출하며, 제1비율에 따라 산출된 광고 표시 횟수를 보장하기 위한 광고 제공 횟수를 산출하게 되는 것이며, 산출된 광고 제공 횟수를 예측 기간 내 분당 예측 광고 제공 횟수로서 결정할 수 있는 것이다.That is, the determination unit 230 calculates the number of advertisement display for achieving the predicted selling amount according to the second ratio, and calculates the number of advertisement providing for guaranteeing the number of advertisement display calculated according to the first ratio. The calculated number of advertisements may be determined as the number of predicted advertisements per minute in the forecast period.
그리고, 결정부(230)는 예측 기간 내 분당 예측 광고 제공 횟수가 결정되면, 그 결과를 제공부(210)에 전달함으로써, 제공부(210) 하여금 예측 기간 내 각 분(minute)마다 예측 광고 제공 횟수 한도 내에서만 광고를 제공할 수 있도록 한다.When the number of prediction advertisements provided per minute in the prediction period is determined, the determination unit 230 transmits the result to the providing unit 210 so that the providing unit 210 provides the prediction advertisement every minute in the prediction period. Make sure your ads are only served within the limit.
이상에서 살펴본 바와 같이, 본 발명의 일 실시예에 따른 광고플랫폼장치(200) 및 이를 구현하기 위한 하드웨어 시스템(2000)에 따르면, 광고 기간 내 경과 기간까지의 누적 판매금액 및 광고 제공 횟수를 기초로 경과 기간 이후 예측 기간에서의 예측 광고 제공 횟수를 결정하여, 예측 기간 동안에 예측 광고 제공 횟수 한도 내에서만 광고가 제공되도록 함으로써, 광고 기간 동안 목표 판매금액만큼의 상품 판매를 보장할 수 있다.As described above, according to the advertisement platform device 200 and the hardware system for implementing the same according to an embodiment of the present invention, based on the cumulative sales amount up to the elapsed period within the advertisement period and the number of advertisements provided By determining the number of prediction advertisements provided in the prediction period after the elapsed period, the advertisement may be provided only within the limit of the number of prediction advertisements provided during the prediction period, thereby ensuring the sale of the product by the target sales amount during the advertisement period.
이하에서는, 도 7을 참조하여 본 발명의 일 실시예에 따른 단말장치(100)에서의 동작 흐름을 설명하기로 하며, 설명의 편의를 위해 전술한 도 1 내지 도 6에 도시된 구성은 해당 참조번호를 언급하여 설명하겠다.Hereinafter, an operation flow in the terminal device 100 according to an embodiment of the present invention will be described with reference to FIG. 7, and for the convenience of description, the configuration shown in FIGS. 1 to 6 described above will be referred to. I will refer to the number.
먼저, 제1광고부(110)는 애플리케이션의 실행에 따라 광고플랫폼장치(200)에 광고를 요청하게 되며, 위 광고 요청에 따라 광고플랫폼장치(200)로부터 광고가 수신되면 애플리케이션의 실행 화면에 지정되어 있는 광고 표시 영역에 수신된 광고를 표시한다(S110-S120).First, the first advertisement unit 110 requests an advertisement to the advertisement platform device 200 according to the execution of the application. When the advertisement is received from the advertisement platform device 200 according to the above advertisement request, the first advertisement unit 110 is assigned to the execution screen of the application. The received advertisement is displayed on the advertisement display area (S110-S120).
한편, 제2광고부(120)는 제1광고부(110)와는 다른 광고매체로서, 서비스 페이지(예: 웹 페이지) 접속에 따라 광고와 관련된 일련의 동작을 수행하는 구성임을 언급한 바 있다.On the other hand, the second advertising unit 120 is a different advertising medium from the first advertising unit 110, and mentioned that it is configured to perform a series of operations related to the advertisement in accordance with the service page (for example, a web page) access.
이에, 제2광고부(120)는 제1광고부(110)와는 별도로 서비스 페이지(예: 웹 페이지) 접속에 따라 광고플랫폼장치(200)에 광고를 요청할 수 있으며, 위 광고 요청에 따라 광고플랫폼장치(200)로부터 광고가 수신되면 서비스 페이지 상의 광고 표시 영역에 수신된 광고를 표시할 수 있다.Accordingly, the second advertisement unit 120 may request an advertisement from the advertisement platform device 200 according to a service page (for example, a web page) access separately from the first advertisement unit 110, and the advertisement platform according to the above advertisement request. When the advertisement is received from the device 200, the received advertisement may be displayed on the advertisement display area on the service page.
그리고 나서, 제1광고부(110)는 광고플랫폼장치(200)로부터 수신된 광고를 애플리케이션의 실행 화면에 지정되어 있는 광고 표시 영역에 표시한 경우, 광고플랫폼장치(200)로부터 수신된 광고를 광고 표시 영역에 정상적으로 표시하였음을 나타내는 정보를 위 광고 이력 정보로서 광고플랫폼장치(200)에 전달한다(S130-S140).Then, when the first advertisement unit 110 displays the advertisement received from the advertisement platform device 200 in the advertisement display area designated on the execution screen of the application, the first advertisement unit 110 displays the advertisement received from the advertisement platform device 200. Information indicating that the display area is normally displayed is transmitted to the advertisement platform apparatus 200 as the advertisement history information (S130-S140).
한편, 제2광고부(120)는 제1광고부(110)와 마찬가지로 광고플랫폼장치(200)로부터 수신된 광고를 서비스 페이지에 지정되어 있는 광고 표시 영역에 표시한 경우, 광고플랫폼장치(200)로부터 수신된 광고를 광고 표시 영역에 정상적으로 표시하였음을 나타내는 광고 이력 정보를 광고플랫폼장치(200)에 전달할 수 있다.Meanwhile, when the second advertisement unit 120 displays the advertisement received from the advertisement platform apparatus 200 in the advertisement display area designated on the service page, similar to the first advertisement unit 110, the advertisement platform apparatus 200. The advertisement history information indicating that the advertisement received from the advertisement is normally displayed on the advertisement display area may be transmitted to the advertisement platform device 200.
이후, 제2광고부(120)는 제1광고부(110)를 통해 애플리케이션 내 광고에 대한 선택(Click)이 확인되거나, 서비스 페이지 내 광고에 대한 선택(Click)이 확인되는 경우, 광고에 삽입된 주소정보를 이용하여 서비스장치(300)가 제공하는 서비스 페이지에 접속함으로써, 접속된 서비스 페이지를 통해서 광고와 관련된 상품 판매 서비스를 이용할 수 있도록 한다(S160).Subsequently, the second advertisement unit 120 is inserted into the advertisement when the click on the advertisement in the application is confirmed or the click on the advertisement in the service page is confirmed through the first advertisement unit 110. By accessing the service page provided by the service device 300 by using the address information, it is possible to use the product sale service related to the advertisement through the connected service page (S160).
이하에서는, 도 8을 참조하여 본 발명의 일 실시예에 따른 광고플랫폼장치(200)에서의 동작 흐름을 설명하기로 하며, 설명의 편의를 위해 전술한 도 1 내지 도 6에 도시된 구성은 해당 참조번호를 언급하여 설명하겠다.Hereinafter, with reference to Figure 8 will be described the operation flow in the advertising platform device 200 according to an embodiment of the present invention, the configuration shown in Figures 1 to 6 described above for convenience of description Reference will be made to the reference numbers.
한편, 이하에서 서술될 경과 기간과 예측 기간은 동일하거나 상이한 기간으로서 서로 이웃하게 지정되거나, 이웃하지 않은 동일한 시간대로 지정될 수 있는 데, 이하에서는 설명의 편의를 위해 경과 기간과 예측 기간이 '일 단위(24시간)'로 동일하며 서로 이웃한 기간으로 지정됨을 전제로 설명을 이어가기로 한다.Meanwhile, the elapsed period and the forecast period to be described below may be designated as the same or different periods next to each other, or may be designated as the same time zone that is not adjacent to each other. The description will be continued on the premise that they are identical in terms of units (24 hours) and designated as adjacent periods.
먼저, 제공부(210)는 단말장치(100)로부터 수신되는 광고 요청에 따라 광고주가 등록한 광고를 단말장치(100)에 제공한다(S210-S230).First, the providing unit 210 provides an advertisement registered by an advertiser to the terminal device 100 according to an advertisement request received from the terminal device 100 (S210-S230).
이때, 제공부(210)는 단말장치(100)로부터 광고 요청이 수신되는 시점에, 광고 기간이 잔여되어 있는지를 확인하고, 광고 기간이 잔여되어 있는 것이 확인되는 경우에만 단말장치(100)에 대해 광고를 제공하게 된다.In this case, the provision unit 210 confirms whether the advertisement period is remaining at the time when the advertisement request is received from the terminal device 100, and the terminal device 100 only when it is confirmed that the advertisement period is remaining. Will provide advertising.
그리고 나서, 저장부(240)는 제공부(210)에서 이루어진 광고 제공 횟수와, 단말장치(100)에서 표시된 광고 표시 횟수, 서비스장치(300)에서 이루어진 상품 판매금액을 수집하여 광고 이력 정보로서 누적 저장한다(S240).Then, the storage unit 240 collects the number of advertisements provided by the provider 210, the number of advertisements displayed on the terminal device 100, and the amount of goods sold on the service device 300, and accumulate them as advertisement history information. Save (S240).
그런 다음, 확인부(220)는 예측 광고 제공 회수를 결정하는 시점(예: 24시00분)이 도래하는 경우 경과 기간에서의 광고 이력 정보인 광고 제공 횟수, 광고 표시 횟수, 및 누적 판매금액을 확인하여 결정부(230)에 전달한다(S250).Then, when the time point for determining the number of prediction advertisements (eg, 24:00) arrives, the verification unit 220 displays the number of advertisements provided, advertisement display times, and cumulative sales amount, which are advertisement history information in the elapsed period. Confirm and transmit to the determination unit 230 (S250).
다음으로, 결정부(230)는 경과 기간에서의 광고 이력 정보가 확인부(220)로부터 수신되면, 예측 기간 동안의 예측 광고 제공 횟수를 결정하기 위해, 앞선 [수식 1]을 통해서 예측 기간 동안의 분(minute)당 목표 판매금액(이하, '예측 판매금액'이라 칭함)을 결정한다(S260).Next, when the advertisement history information in the elapsed period is received from the confirmation unit 220, the determination unit 230 determines the number of prediction advertisements provided during the prediction period through the above [Formula 1] during the prediction period. A target sales amount per minute (hereinafter, referred to as 'predicted sales amount') is determined (S260).
참고로, 단말장치(100)에서는 광고매체인 애플리케이션과 서비스 페이지(예: 웹 페이지)를 통해 광고를 요청 및 수신할 수 있음을 언급한 바 있는 데, 이에, 예측 판매금액의 경우 광고매체인 애플리케이션과 서비스 페이지(예: 웹 페이지) 각각에 대해 확인될 수 있다.For reference, the terminal device 100 has mentioned that the advertisement can be requested and received through the application and the service page (for example, a web page) that is an advertisement medium. And service pages (e.g., web pages).
또한, 결정부(230)는 예측 판매금액이 결정되면, 앞선 [수식 2]에서와 같은 광고 표시 횟수와 광고 제공 횟수 간의 비율인 제1비율과, 아래 [수식 3]에서와 같은 누적 판매금액과 광고 표시 횟수 간의 비율인 제2비율을 확인한다(S270).In addition, when the predicted sales amount is determined, the determination unit 230 may include a first ratio, which is a ratio between the number of advertisements displayed and the number of advertisements provided as in Equation 2 above, and the cumulative sales amount as in Equation 3 below. The second ratio, which is the ratio between the number of advertisement display times, is checked (S270).
여기서, 예측 광고 제공 횟수를 결정하기 위해 확인되는 제1비율과 제2비율 역시 광고매체인 애플리케이션과 서비스 페이지(예: 웹 페이지) 각각에 대해 확인될 수 있다.Here, the first ratio and the second ratio, which are confirmed to determine the number of prediction advertisements, may also be identified for each application and service page (eg, a web page) that is an advertisement medium.
아울러, 결정부(230)는 제1비율과 제2비율이 확인되면, 앞선 [수식 4]에서와 같이 제1비율과 제2비율 그리고 예측 판매금액을 이용하여 예측 기간 동안의 분(minute) 당 예측 광고 제공 횟수를 결정한다(S280).In addition, when the first ratio and the second ratio are confirmed, the determination unit 230 uses the first ratio, the second ratio, and the estimated sales amount per minute during the forecast period as shown in Equation 4 above. The number of prediction advertisements is determined (S280).
이때, 결정부(230)는 제2비율에 따라서 예측 판매금액을 달성하기 위한 광고 표시 횟수를 산출하며, 제1비율에 따라 산출된 광고 표시 횟수를 보장하기 위한 광고 제공 횟수를 산출하게 되는 것이며, 산출된 광고 제공 횟수를 예측 기간 내 분당 예측 광고 제공 횟수로서 결정할 수 있는 것이다.At this time, the determination unit 230 calculates the number of advertisements displayed to achieve the predicted sales amount according to the second ratio, and calculates the number of advertisements provided to guarantee the number of advertisements calculated according to the first ratio. The calculated number of advertisements may be determined as the number of predicted advertisements per minute in the forecast period.
여기서, 예측 광고 제공 횟수 역시 광고매체인 애플리케이션과 서비스 페이지(예: 웹 페이지) 각각에 대해 결정될 수 있다.Here, the number of prediction advertisements may also be determined for each application and service page (eg, a web page) that is an advertisement medium.
이후, 결정부(230)는 예측 기간 내 분당 예측 광고 제공 횟수가 결정되면, 그 결과를 제공부(210)에 전달함으로써, 제공부(210) 하여금 예측 기간 내 각 분(minute)마다 예측 광고 제공 횟수 한도 내에서만 광고를 제공할 수 있도록 한다.After that, when the number of prediction advertisements provided per minute in the prediction period is determined, the determining unit 230 transmits the result to the providing unit 210 so that the providing unit 210 provides the prediction advertisement for each minute in the prediction period. Make sure your ads are only served within the limit.
결국, 결정부(230)는 경과 기간 동안 발생된 실제 광고 이력 정보를 이용하여 예측 기간 동안에 제공되어야 하는 예측 광고 제공 횟수를 결정함에 따라, 광고 기간 동안 고르게 목표 판매금액만큼의 판매가 이루어지게 하는 효과를 성취할 수 있는 것이다.As a result, the determination unit 230 determines the number of prediction advertisements to be provided during the prediction period by using the actual advertisement history information generated during the elapsed period, so that the target sales amount is evenly sold during the advertisement period. It can be achieved.
이상에서 살펴본 바와 같이, 본 발명의 일 실시예에 따른 광고플랫폼장치(200)에서의 동작 흐름에 따르면, 광고 기간 내 경과 기간까지의 누적 판매금액 및 광고 제공 횟수를 기초로 경과 기간 이후 예측 기간에서의 예측 광고 제공 횟수를 결정하여, 예측 기간 동안에 예측 광고 제공 횟수 한도 내에서만 광고가 제공되도록 함으로써, 광고 기간 동안 목표 판매금액만큼의 상품 판매를 보장할 수 있다.As described above, according to the operation flow in the advertising platform device 200 according to an embodiment of the present invention, in the forecast period after the elapsed period based on the cumulative sales amount and the number of advertisements provided up to the elapsed period within the advertisement period By determining the number of prediction advertisements provided, the advertisement may be provided only within the limit of the number of prediction advertisements provided during the forecast period, thereby ensuring the sale of the product by the target sales amount during the advertisement period.
한편, 본 명세서에서 설명하는 기능적인 동작과 주제의 구현물들은 디지털 전자 회로로 구현되거나, 본 명세서에서 개시하는 구조 및 그 구조적인 등가물들을 포함하는 컴퓨터 소프트웨어, 펌웨어 혹은 하드웨어로 구현되거나, 이들 중 하나 이상의 결합으로 구현 가능하다.  본 명세서에서 설명하는 주제의 구현물들은 하나 이상의 컴퓨터 프로그램 제품, 다시 말해 처리 시스템의 동작을 제어하기 위하여 혹은 이것에 의한 실행을 위하여 유형의 프로그램 저장매체 상에 인코딩된 컴퓨터 프로그램 명령에 관한 하나 이상의 모듈로서 구현될 수 있다.Meanwhile, the functional operations and implementations of the subject matter described in this specification may be implemented in digital electronic circuitry, computer software, firmware or hardware including the structures and structural equivalents disclosed herein, or one or more of them. It can be implemented in combination. Implementations of the subject matter described herein are one or more computer program products, ie one or more modules pertaining to computer program instructions encoded on a program storage medium of tangible type for controlling or by the operation of a processing system. Can be implemented.
컴퓨터로 판독 가능한 매체는 기계로 판독 가능한 저장 장치, 기계로 판독 가능한 저장 기판, 메모리 장치, 기계로 판독 가능한 전파형 신호에 영향을 미치는 물질의 조성물 혹은 이들 중 하나 이상의 조합일 수 있다.The computer readable medium may be a machine readable storage device, a machine readable storage substrate, a memory device, a composition of materials affecting a machine readable propagated signal, or a combination of one or more thereof.
본 명세서에서 "시스템"이나 "장치"라 함은 예컨대 프로그래머블 프로세서, 컴퓨터 혹은 다중 프로세서나 컴퓨터를 포함하여 데이터를 처리하기 위한 모든 기구, 장치 및 기계를 포괄한다. 처리 시스템은, 하드웨어에 부가하여, 예컨대 프로세서 펌웨어를 구성하는 코드, 프로토콜 스택, 데이터베이스 관리 시스템, 운영 체제 혹은 이들 중 하나 이상의 조합 등 요청 시 컴퓨터 프로그램에 대한 실행 환경을 형성하는 코드를 포함할 수 있다.As used herein, the term "system" or "device" encompasses all the instruments, devices, and machines for processing data, including, for example, programmable processors, computers, or multiple processors or computers. The processing system may include, in addition to hardware, code that forms an execution environment for a computer program on demand, such as code constituting processor firmware, a protocol stack, a database management system, an operating system, or a combination of one or more thereof. .
컴퓨터 프로그램(프로그램, 소프트웨어, 소프트웨어 어플리케이션, 스크립트 혹은 코드로도 알려져 있음)은 컴파일되거나 해석된 언어나 선험적 혹은 절차적 언어를 포함하는 프로그래밍 언어의 어떠한 형태로도 작성될 수 있으며, 독립형 프로그램이나 모듈, 컴포넌트, 서브루틴 혹은 컴퓨터 환경에서 사용하기에 적합한 다른 유닛을 포함하여 어떠한 형태로도 전개될 수 있다. 컴퓨터 프로그램은 파일 시스템의 파일에 반드시 대응하는 것은 아니다. 프로그램은 요청된 프로그램에 제공되는 단일 파일 내에, 혹은 다중의 상호 작용하는 파일(예컨대, 하나 이상의 모듈, 하위 프로그램 혹은 코드의 일부를 저장하는 파일) 내에, 혹은 다른 프로그램이나 데이터를 보유하는 파일의 일부(예컨대, 마크업 언어 문서 내에 저장되는 하나 이상의 스크립트) 내에 저장될 수 있다. 컴퓨터 프로그램은 하나의 사이트에 위치하거나 복수의 사이트에 걸쳐서 분산되어 통신 네트워크에 의해 상호 접속된 다중 컴퓨터나 하나의 컴퓨터 상에서 실행되도록 전개될 수 있다.Computer programs (also known as programs, software, software applications, scripts, or code) may be written in any form of programming language, including compiled or interpreted languages, or a priori or procedural languages. It can be deployed in any form, including components, subroutines, or other units suitable for use in a computer environment. Computer programs do not necessarily correspond to files in the file system. A program may be in a single file provided to the requested program, in multiple interactive files (eg, a file that stores one or more modules, subprograms, or parts of code), or part of a file that holds other programs or data. (Eg, one or more scripts stored in a markup language document). The computer program may be deployed to run on a single computer or on multiple computers located at one site or distributed across multiple sites and interconnected by a communication network.
한편, 컴퓨터 프로그램 명령어와 데이터를 저장하기에 적합한 컴퓨터로 판독 가능한 매체는, 예컨대 EPROM, EEPROM 및 플래시메모리 장치와 같은 반도체 메모리 장치, 예컨대 내부 하드디스크나 외장형 디스크와 같은 자기 디스크, 자기광학 디스크 및 CD-ROM과 DVD-ROM 디스크를 포함하여 모든 형태의 비휘발성 메모리, 매체 및 메모리 장치를 포함할 수 있다. 프로세서와 메모리는 특수 목적의 논리 회로에 의해 보충되거나, 그것에 통합될 수 있다.Computer-readable media suitable for storing computer program instructions and data, on the other hand, include, for example, semiconductor memory devices such as EPROM, EEPROM, and flash memory devices, such as magnetic disks such as internal hard disks or external disks, magneto-optical disks, and CDs. It may include all types of nonvolatile memory, media and memory devices, including -ROM and DVD-ROM disks. The processor and memory can be supplemented by or integrated with special purpose logic circuitry.
본 명세서에서 설명한 주제의 구현물은 예컨대 데이터 서버와 같은 백엔드 컴포넌트를 포함하거나, 예컨대 어플리케이션 서버와 같은 미들웨어 컴포넌트를 포함하거나, 예컨대 사용자가 본 명세서에서 설명한 주제의 구현물과 상호 작용할 수 있는 웹 브라우저나 그래픽 유저 인터페이스를 갖는 클라이언트 컴퓨터와 같은 프론트엔드 컴포넌트 혹은 그러한 백엔드, 미들웨어 혹은 프론트엔드 컴포넌트의 하나 이상의 모든 조합을 포함하는 연산 시스템에서 구현될 수도 있다. 시스템의 컴포넌트는 예컨대 통신 네트워크와 같은 디지털 데이터 통신의 어떠한 형태나 매체에 의해서도 상호 접속 가능하다.Implementations of the subject matter described herein may include, for example, a backend component such as a data server, or include a middleware component such as, for example, an application server, or a web browser or graphical user, for example, where a user may interact with the implementation of the subject matter described herein. It may be implemented in a computing system that includes a front end component, such as a client computer with an interface, or any combination of one or more of such back end, middleware or front end components. The components of the system may be interconnected by any form or medium of digital data communication such as, for example, a communication network.
본 명세서는 다수의 특정한 구현물의 세부사항들을 포함하지만, 이들은 어떠한 발명이나 청구 가능한 것의 범위에 대해서도 제한적인 것으로서 이해되어서는 안되며, 오히려 특정한 발명의 특정한 실시형태에 특유할 수 있는 특징들에 대한 설명으로서 이해되어야 한다. 마찬가지로, 개별적인 실시형태의 문맥에서 본 명세서에 기술된 특정한 특징들은 단일 실시형태에서 조합하여 구현될 수도 있다. 반대로, 단일 실시형태의 문맥에서 기술한 다양한 특징들 역시 개별적으로 혹은 어떠한 적절한 하위 조합으로도 복수의 실시형태에서 구현 가능하다. 나아가, 특징들이 특정한 조합으로 동작하고 초기에 그와 같이 청구된 바와 같이 묘사될 수 있지만, 청구된 조합으로부터의 하나 이상의 특징들은 일부 경우에 그 조합으로부터 배제될 수 있으며, 그 청구된 조합은 하위 조합이나 하위 조합의 변형물로 변경될 수 있다.Although the specification includes numerous specific implementation details, these should not be construed as limiting to any invention or the scope of the claims, but rather as a description of features that may be specific to a particular embodiment of a particular invention. It must be understood. Likewise, certain features described herein in the context of separate embodiments may be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments individually or in any suitable subcombination. Furthermore, while the features may operate in a particular combination and may be initially depicted as so claimed, one or more features from the claimed combination may in some cases be excluded from the combination, the claimed combination being a subcombination Or a combination of subcombinations.
또한, 본 명세서에서는 특정한 순서로 도면에서 동작들을 묘사하고 있지만, 이는 바람직한 결과를 얻기 위하여 도시된 그 특정한 순서나 순차적인 순서대로 그러한 동작들을 수행하여야 한다거나 모든 도시된 동작들이 수행되어야 하는 것으로 이해되어서는 안 된다. 특정한 경우, 멀티태스킹과 병렬 프로세싱이 유리할 수 있다. 또한, 상술한 실시형태의 다양한 시스템 컴포넌트의 분리는 그러한 분리를 모든 실시형태에서 요구하는 것으로 이해되어서는 안되며, 설명한 프로그램 컴포넌트와 시스템들은 일반적으로 단일의 소프트웨어 제품으로 함께 통합되거나 다중 소프트웨어 제품에 패키징될 수 있다는 점을 이해하여야 한다In addition, although the drawings depict operations in a particular order, it is to be understood that such operations must be performed in the specific order or sequential order shown in order to obtain desirable results or that all illustrated acts must be performed. Can not be done. In certain cases, multitasking and parallel processing may be advantageous. Moreover, the separation of the various system components of the above-described embodiments should not be understood as requiring such separation in all embodiments, and the described program components and systems will generally be integrated together into a single software product or packaged into multiple software products. Should understand that
이와 같이, 본 명세서는 그 제시된 구체적인 용어에 본 발명을 제한하려는 의도가 아니다. 따라서, 상술한 예를 참조하여 본 발명을 상세하게 설명하였지만, 당업자라면 본 발명의 범위를 벗어나지 않으면서도 본 예들에 대한 개조, 변경 및 변형을 가할 수 있다. 본 발명의 범위는 상기 상세한 설명보다는 후술하는 특허청구범위에 의하여 나타내어지며, 특허청구범위의 의미 및 범위 그리고 그 등가개념으로부터 도출되는 모든 변경 또는 변형된 형태가 본 발명의 범위에 포함되는 것으로 해석되어야 한다.As such, this specification is not intended to limit the invention to the specific terms presented. Thus, while the present invention has been described in detail with reference to the above examples, those skilled in the art can make modifications, changes, and variations to the examples without departing from the scope of the invention. The scope of the present invention is shown by the following claims rather than the detailed description, and all changes or modifications derived from the meaning and scope of the claims and their equivalents should be construed as being included in the scope of the present invention. do.

Claims (12)

  1. 광고 기간 동안 특정 상품의 판매가 이루어지도록 상기 특정 상품의 광고를 단말장치에 제공하는 제공부;Providing unit for providing the advertisement of the specific product to the terminal device so that the sale of the specific product during the advertising period;
    상기 광고 기간 내 특정 기간 동안의 누적 판매금액을 확인하는 확인부; 및A confirmation unit for confirming a cumulative sales amount for a specific period within the advertisement period; And
    상기 누적 판매금액 및 상기 특정 기간 동안의 광고 제공 횟수를 기초로 상기 특정 기간 이후 예측 기간 동안의 예측 광고 제공 횟수를 결정하는 결정부를 포함하는 것을 특징으로 하는 광고플랫폼장치.And a determining unit determining a number of prediction advertisements provided during the prediction period after the specific period based on the cumulative sales amount and the number of advertisements provided during the specific period.
  2. 제 1 항에 있어서,The method of claim 1,
    상기 예측 광고 제공 횟수는,The number of prediction advertisements provided is,
    상기 광고가 상기 단말장치에서 표시된 광고 표시 횟수와 상기 광고 제공 횟수 간의 비율인 제1비율, 및 상기 누적 판매금액과 상기 광고 표시 횟수 간의 비율인 제2비율을 기초로 결정되는 것을 특징으로 하는 광고플랫폼장치.An advertisement platform, wherein the advertisement is determined based on a first ratio which is a ratio between the number of advertisements displayed on the terminal device and the number of advertisements provided, and a second ratio, which is a ratio between the cumulative sales amount and the number of advertisements displayed; Device.
  3. 제 1 항에 있어서,The method of claim 1,
    상기 예측 기간은,The forecast period,
    상기 특정 기간과 동일하게 지정되는 것을 특징으로 하는 광고플랫폼장치.Advertising platform device characterized in that the same as the specified period.
  4. 제 1 항에 있어서,The method of claim 1,
    상기 예측 기간은,The forecast period,
    상기 누적 판매금액과 상기 광고 제공 횟수 간 비율의 변동폭을 기초로 지정되는 것을 특징으로 하는 광고플랫폼장치.Advertising platform device characterized in that the specified on the basis of the fluctuation range of the ratio between the cumulative sales amount and the number of advertisements provided.
  5. 제 4 항에 있어서,The method of claim 4, wherein
    상기 예측 기간은,The forecast period,
    상기 변동폭이 클수록 짧은 기간으로 지정되는 것을 특징으로 하는 광고플랫폼장치.Advertising platform device characterized in that the larger the fluctuation range is specified in a short period.
  6. 제 1 항에 있어서,The method of claim 1,
    상기 제공부는,The providing unit,
    상기 예측 기간 동안 상기 예측 광고 제공 횟수 한도 내에서 상기 광고를 상기 단말장치에 제공하는 것을 특징으로 하는 광고플랫폼장치.And providing the advertisement to the terminal device within the limit of the number of providing the predicted advertisements during the prediction period.
  7. 광고 기간 동안 특정 상품의 판매가 이루어지도록 상기 특정 상품의 광고를 단말장치에 제공하는 제공단계:Providing an advertisement of the specific product to the terminal device so that the specific product is sold during the advertisement period:
    상기 광고 기간 내 특정 기간 동안의 누적 판매금액을 확인하는 확인단계; 및Confirming a cumulative sales amount for a specific period within the advertisement period; And
    상기 누적 판매금액 및 상기 특정 기간 동안의 광고 제공 횟수를 기초로 상기 특정 기간 이후 예측 기간 동안의 예측 광고 제공 횟수를 결정하는 결정단계를 포함하는 것을 특징으로 하는 광고플랫폼장치의 동작 방법.And determining a number of predicted advertisements provided during the predicted period after the specific period based on the cumulative sales amount and the number of advertisements provided during the specific period.
  8. 제 7 항에 있어서,The method of claim 7, wherein
    상기 예측 광고 제공 횟수는,The number of prediction advertisements provided is,
    상기 광고가 상기 단말장치에서 표시된 광고 표시 횟수와 상기 광고 제공 횟수 간의 비율인 제1비율, 및 상기 누적 판매금액과 상기 광고 표시 횟수 간의 비율인 제2비율을 기초로 결정되는 것을 특징으로 하는 광고플랫폼장치의 동작 방법.An advertisement platform, wherein the advertisement is determined based on a first ratio which is a ratio between the number of advertisements displayed on the terminal device and the number of advertisements provided, and a second ratio, which is a ratio between the cumulative sales amount and the number of advertisements displayed; How the device works.
  9. 제 7 항에 있어서,The method of claim 7, wherein
    상기 예측 기간은,The forecast period,
    상기 특정 기간과 동일하게 지정되는 것을 특징으로 하는 광고플랫폼장치의 동작 방법.Operation method of the advertising platform device, characterized in that the same as the specified period.
  10. 제 7 항에 있어서,The method of claim 7, wherein
    상기 예측 기간은,The forecast period,
    상기 누적 판매금액과 상기 광고 제공 횟수 간 비율의 변동폭을 기초로 지정되는 것을 특징으로 하는 광고플랫폼장치의 동작 방법.Operating method of the advertising platform device, characterized in that the designation is based on a variation in the ratio between the cumulative sales amount and the number of advertisements.
  11. 제 10 항에 있어서,The method of claim 10,
    상기 예측 기간은,The forecast period,
    상기 변동폭이 클수록 짧은 기간으로 지정되는 것을 특징으로 하는 광고플랫폼장치의 동작 방법.Operating method of the advertising platform device, characterized in that the larger the fluctuation range is specified as a short period.
  12. 제 7 항에 있어서,The method of claim 7, wherein
    상기 제공단계는,The providing step,
    상기 예측 기간 동안 상기 예측 광고 제공 횟수 한도 내에서 상기 광고를 상기 단말장치에 제공하는 것을 특징으로 하는 광고플랫폼장치의 동작 방법.And providing the advertisement to the terminal device within the limit of the number of providing the predicted advertisement during the prediction period.
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KR20100019016A (en) * 2008-08-08 2010-02-18 주식회사 아이지에이웍스 Game advertisements system based on the amount of exposure of the advertisement and method thereof
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