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TWI876319B - Information providing method of a service server, service server configured to provide information and non-transitory computer-readable recording medium - Google Patents

Information providing method of a service server, service server configured to provide information and non-transitory computer-readable recording medium Download PDF

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Publication number
TWI876319B
TWI876319B TW112114306A TW112114306A TWI876319B TW I876319 B TWI876319 B TW I876319B TW 112114306 A TW112114306 A TW 112114306A TW 112114306 A TW112114306 A TW 112114306A TW I876319 B TWI876319 B TW I876319B
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store
information
marketing
service server
budget
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TW112114306A
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Chinese (zh)
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TW202401330A (en
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劉凡杰
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韓商韓領有限公司
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Abstract

An information providing method of a service server is disclosed, in which the information providing method includes obtaining, from a user terminal, information about a goal and a budget associated with marketing of a store, identifying information about the store, identifying, based on the information about the store, a marketing solution for achieving the goal with the budget, and providing the marketing solution to the user terminal.

Description

服務伺服器之資訊提供方法、經組態以提供資訊之服務伺服器、及非暫時性電腦可讀記錄媒體 Information providing method of service server, service server configured to provide information, and non-transitory computer-readable recording medium

本發明係關於一種提供行銷資訊之方法及設備。 The present invention relates to a method and apparatus for providing marketing information.

隨著網際網路使用變得更普遍,電子商務及食物遞送中介服務之市場正在擴大。尤其隨著傳染性疾病之蔓延,訪問線下餐廳用餐之人數比例正在下降,且使用智慧型電話透過與食物遞送中介服務有關之應用程式訂購食物以進行遞送的人數比例正迅速增加。 As Internet usage becomes more prevalent, the market for e-commerce and food delivery intermediary services is expanding. In particular, with the spread of infectious diseases, the proportion of people visiting offline restaurants for meals is declining, and the proportion of people using smartphones to order food for delivery through applications related to food delivery intermediary services is rapidly increasing.

隨著經由遞送或外賣服務銷售食物之商店之數目增加,需要創建一行銷策略來區分商店與競爭對手。行銷可係指概念化想法或物品及服務,確定價格以及計劃及執行分配及促銷以創建滿足商店之目標之交易的程序。為使用一有限預算實現最大銷售結果,商店可創建適於各商店之一行銷計劃,該行銷計劃可在一專業行銷公司的幫助下執行。例如,韓國特許專利公開案第2017-0108483號揭示一種用於最佳化一商店之行銷預算分配之方法及設備。 As the number of stores selling food via delivery or takeout services increases, there is a need to create a marketing strategy to differentiate the store from competitors. Marketing may refer to the process of conceptualizing ideas or goods and services, determining prices, and planning and executing distribution and promotions to create transactions that meet the store's goals. To achieve maximum sales results using a limited budget, stores may create a marketing plan suitable for each store, which may be implemented with the help of a professional marketing company. For example, Korean Patent Publication No. 2017-0108483 discloses a method and apparatus for optimizing the allocation of a store's marketing budget.

同時,需要一種在一商店之請求下基於可自一遞送中介服務存取之該商店之銷售特性及歷史資訊提供能夠使用一最小預算實現一最大目標之行銷資訊的方法。 At the same time, a method is needed to provide marketing information capable of achieving a maximum goal with a minimum budget based on the sales characteristics and historical information of a store accessible from a delivery intermediary service at the request of the store.

一態樣提供基於自一商店獲得之行銷相關目標及預算以及關於該商店之資訊來識別一行銷解決方案並將其提供至該商店。 A profile provides for identifying a marketing solution and providing it to a store based on marketing-related goals and budgets obtained from the store and information about the store.

根據一態樣,提供一種一服務伺服器之資訊提供方法,該資訊提供方法包含:自一使用者終端機獲得關於與一商店之行銷相關聯之一目標及一預算之資訊;識別關於該商店之資訊;基於關於該商店之該資訊,識別用於使用該預算實現該目標之一行銷解決方案;及向該使用者終端機提供該行銷解決方案。 According to one aspect, a method for providing information of a service server is provided, the method comprising: obtaining information about a goal and a budget associated with marketing of a store from a user terminal; identifying information about the store; based on the information about the store, identifying a marketing solution for achieving the goal using the budget; and providing the marketing solution to the user terminal.

根據一實例性實施例,該行銷解決方案包含一或多個行銷通路及用於該一或多個行銷通路之各者之該預算之一分配。 According to an exemplary embodiment, the marketing solution includes one or more marketing channels and an allocation of the budget for each of the one or more marketing channels.

根據一實例性實施例,該一或多個行銷通路包含該商店處之至少一些菜單物品之一價格折扣、可在該商店處兌換之一優惠券之一提供、該商店之一廣告及該商店之一訂用優惠之一提供之至少一者。 According to an exemplary embodiment, the one or more marketing channels include at least one of a price discount on at least some menu items at the store, an offer of a coupon redeemable at the store, an advertisement for the store, and an offer of a subscription offer at the store.

根據一實例性實施例,該廣告包含在提供與該服務有關之一電子商務服務之一應用程式上之一橫幅廣告。 According to an exemplary embodiment, the advertisement comprises a banner advertisement on an application that provides an e-commerce service related to the service.

根據一實例性實施例,提供該行銷解決方案進一步包含在判定該目標不可使用該預算實現時,提出該目標之一向下調整。 According to an exemplary embodiment, providing the marketing solution further includes proposing a downward adjustment of one of the goals when it is determined that the goal cannot be achieved using the budget.

根據一實例性實施例,該目標包含將在一時框內增加之該商店之訂單之一數目。 According to an exemplary embodiment, the goal includes a number of orders for the store to be increased within a time frame.

根據一實例性實施例,基於該商店之該預算及行銷歷史來判定該時框。 According to an exemplary embodiment, the time frame is determined based on the budget and marketing history of the store.

根據一實例性實施例,該目標包含該商店之每訂單之一平均金額。 According to an exemplary embodiment, the goal includes an average amount per order for the store.

根據一實例性實施例,關於該商店之該資訊包含關於該商店之銷售特性、該商店之訂單歷史及該商店之行銷歷史之至少一者之資訊。 According to an exemplary embodiment, the information about the store includes information about at least one of the sales characteristics of the store, the order history of the store, and the marketing history of the store.

根據一實例性實施例,關於該商店之該資訊進一步包含關於定位於距該商店一特定距離內之其他商店之一促銷之資訊。 According to an exemplary embodiment, the information about the store further includes information about a promotion of another store located within a specific distance from the store.

根據一實例性實施例,基於該商店之訂單之一累積數目來判定該特定距離。 According to an exemplary embodiment, the specific distance is determined based on a cumulative number of orders from the store.

根據另一態樣,亦提供一種經組態以提供資訊之服務伺服器,其包含經組態以發送資訊至另一裝置及接收來自另一裝置之資訊之一收發器,及一處理器,該處理器經組態以:控制該收發器;自一使用者終端機獲得關於與一商店之行銷相關聯之一目標及一預算之資訊;識別關於該商店之資訊;基於關於該商店之該資訊,識別用於使用該預算實現該目標之一行銷解決方案;及向該使用者終端機提供該行銷解決方案。 According to another aspect, a service server configured to provide information is also provided, which includes a transceiver configured to send information to another device and receive information from another device, and a processor configured to: control the transceiver; obtain information about a goal and a budget associated with marketing of a store from a user terminal; identify information about the store; based on the information about the store, identify a marketing solution for achieving the goal using the budget; and provide the marketing solution to the user terminal.

根據又另一態樣,亦提供一種非暫時性電腦可讀記錄媒體,其包含經組態以儲存電腦可讀指令之一媒體,其中該等電腦可讀指令在藉由一處理器執行時,引起該處理器:自一使用者終端機獲得關於與一商店之行銷相關聯之一目標及一預算之資訊;識別關於該商店之資訊;基於關於該商店之該資訊,識別用於使用該預算實現該目標之一行銷解決方案;及向該使用者終端機提供該行銷解決方案。 According to yet another aspect, a non-transitory computer-readable recording medium is also provided, which includes a medium configured to store computer-readable instructions, wherein the computer-readable instructions, when executed by a processor, cause the processor to: obtain information about a goal and a budget associated with marketing of a store from a user terminal; identify information about the store; based on the information about the store, identify a marketing solution for achieving the goal using the budget; and provide the marketing solution to the user terminal.

根據本發明之實例性實施例,服務伺服器基於自使用者終 端機獲得之關於與行銷有關之目標及預算之資訊以及關於商店之資訊來識別一最佳行銷解決方案且將其提供至使用者終端機,從而對商店提供包含一預算分配計劃之行銷資訊,該預算分配計劃與商店將在各種行銷通路之哪一者上投資多少預算來實現目標有關,以期望使用者對商店行銷之積極性及使用服務之滿意度將增加。 According to an exemplary embodiment of the present invention, the service server identifies an optimal marketing solution based on information about marketing-related goals and budgets obtained from the user terminal and information about the store and provides it to the user terminal, thereby providing the store with marketing information including a budget allocation plan, which is related to how much budget the store will invest in which of the various marketing channels to achieve the goal, in the hope that the user's enthusiasm for the store's marketing and satisfaction with the use of the service will increase.

此外,根據本發明之實例性實施例,服務伺服器藉由考量關於商店之銷售特性、商店之訂單歷史、商店之行銷歷史及定位於距商店一特定距離內之其他商店之促銷之資訊來識別及提供針對商店最佳化之一行銷解決方案,從而有助於增加使用者對服務之滿意度且增加服務之整體利潤。 In addition, according to an exemplary embodiment of the present invention, the service server identifies and provides a marketing solution optimized for the store by considering information about the store's sales characteristics, the store's order history, the store's marketing history, and promotions of other stores located within a specific distance from the store, thereby helping to increase user satisfaction with the service and increase the overall profit of the service.

110:使用者終端機 110: User terminal

120:服務伺服器 120: Service server

205:操作 205: Operation

210:操作 210: Operation

215:操作 215: Operation

220:操作 220: Operation

610:使用者終端機 610: User terminal

612:收發器 612: Transceiver

614:控制器 614: Controller

616:輸入部分 616: Input section

618:顯示部分 618: Display part

620:服務伺服器 620: Service server

622:收發器 622: Transceiver

624:控制器 624: Controller

626:儲存部分 626: Storage section

S510:操作 S510: Operation

S520:操作 S520: Operation

S530:操作 S530: Operation

S540:操作 S540: Operation

圖1係示意性地繪示根據本發明之一實例性實施例之用於提供行銷資訊之一資訊提供系統之一組態的一圖式。 FIG. 1 schematically shows a configuration of an information providing system for providing marketing information according to an exemplary embodiment of the present invention.

圖2係繪示根據本發明之一實例性實施例之在用於提供行銷資訊之一方法中涉及之各節點之資訊交換及對應操作的一序列圖。 FIG. 2 is a sequence diagram showing information exchange and corresponding operations of each node involved in a method for providing marketing information according to an exemplary embodiment of the present invention.

圖3係示意性地繪示根據本發明之一實例性實施例之來自一商店之輸入及來自一服務伺服器之行銷輸出的一例示性圖式。 FIG. 3 schematically illustrates an exemplary diagram of input from a store and marketing output from a service server according to an exemplary embodiment of the present invention.

圖4係示意性地繪示根據本發明之一實例性實施例之基於關於一商店之資訊預測一促銷類型及一預算之一方法的一例示性圖式。 FIG. 4 schematically illustrates an exemplary diagram of a method for predicting a promotion type and a budget based on information about a store according to an exemplary embodiment of the present invention.

圖5係繪示根據本發明之一實例性實施例之用於提供行銷資訊之一方法之流程的一流程圖。 FIG5 is a flow chart showing the process of a method for providing marketing information according to an exemplary embodiment of the present invention.

圖6係繪示根據本發明之一實例性實施例之用於提供行銷資訊之一系 統之一些組件的一圖式。 FIG. 6 is a diagram showing some components of a system for providing marketing information according to an exemplary embodiment of the present invention.

在下文中,參考附圖詳細描述本發明之實例性實施例。 In the following, an exemplary embodiment of the present invention is described in detail with reference to the accompanying drawings.

可省略此項技術中熟知且與本發明不直接相關之技術規範之詳細描述。此旨在藉由省略不必要的解釋而使本發明之標的物更清楚而不使本發明之標的物模糊。 Detailed descriptions of technical specifications that are well known in the art and not directly related to the present invention may be omitted. This is intended to make the subject matter of the present invention clearer and not to obscure the subject matter of the present invention by omitting unnecessary explanations.

出於相同原因,在圖式中誇大、省略或簡化一些元件,且在實踐中,元件可具有不同於圖式中所展示之彼等之大小及/或形狀。貫穿圖式,相同或等效部分係由相同元件符號指示。 For the same reason, some elements are exaggerated, omitted or simplified in the drawings, and in practice, the elements may have sizes and/or shapes different from those shown in the drawings. Throughout the drawings, the same or equivalent parts are indicated by the same element symbols.

藉由參考實例性實施例之以下詳細描述及附圖可更容易地理解本發明之優點及特徵以及其等之實現方法。然而,本發明可以許多不同形式體現且不應被解釋為限於本文中所闡述之實例性實施例。實情係,提供此等實例性實施例,使得本發明將為透徹及完整的且將向熟習此項技術者充分傳達本發明之概念,且本發明將僅由隨附發明申請專利範圍定義。貫穿說明書,相同元件符號係指相同元件。 The advantages and features of the present invention and the methods of implementing the same can be more easily understood by referring to the following detailed description and accompanying drawings of exemplary embodiments. However, the present invention can be embodied in many different forms and should not be construed as limited to the exemplary embodiments described herein. In fact, these exemplary embodiments are provided so that the present invention will be thorough and complete and will fully convey the concept of the present invention to those skilled in the art, and the present invention will be defined only by the scope of the accompanying invention application. Throughout the specification, the same component symbols refer to the same components.

將理解,可藉由電腦程式指令實施流程圖及/或方塊圖之各方塊以及流程圖及/或方塊圖中之方塊之組合。此等電腦程式指令可被提供至一通用電腦、專用電腦或其他可程式化資料處理裝置之一處理器,使得經由電腦或其他可程式化資料處理裝置之處理器執行之指令產生用於實施在流程圖及/或方塊圖中指定之功能/動作的構件。此等電腦程式指令亦可儲存於一非暫時性電腦可讀記憶體中,該等電腦程式指令可引導一電腦或其他可程式化資料處理裝置以一特定方式運作,使得儲存於非暫時性電腦可讀記憶體中之指令產生嵌入實施在流程圖及/或方塊圖中指定之功能/ 動作之指令構件的製品。亦可將電腦程式指令載入至一電腦或其他可程式化資料處理裝置上,以引起在電腦或其他可程式化裝置上執行一系列操作步驟而產生一電腦實施程序,使得執行於電腦或其他可程式化裝置上之指令提供用於實施在流程圖及/或方塊圖中指定之功能/動作之步驟。 It will be understood that each block of the flowchart and/or block diagram and the combination of blocks in the flowchart and/or block diagram can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer or other programmable data processing device, so that the instructions executed by the processor of the computer or other programmable data processing device produce components for implementing the functions/actions specified in the flowchart and/or block diagram. These computer program instructions may also be stored in a non-transitory computer-readable memory, which may direct a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the non-transitory computer-readable memory produce a product with an instruction component embedded to implement the functions/actions specified in the flowchart and/or block diagram. Computer program instructions may also be loaded onto a computer or other programmable data processing device to cause a series of operation steps to be executed on the computer or other programmable device to produce a computer implementation program, so that the instructions executed on the computer or other programmable device provide steps for implementing the functions/actions specified in the flowchart and/or block diagram.

此外,各自方塊圖可繪示包含用於執行(若干)特定邏輯功能之至少一或多個可執行指令之模組、片段或程式碼之部分。此外,應注意,方塊之功能在若干修改中可以一不同順序執行。例如,兩個連續方塊可實質上同時執行,或可根據其等功能按相反順序執行。 Furthermore, each block diagram may depict a module, a segment or a portion of a program code that includes at least one or more executable instructions for performing (some) specific logical functions. Furthermore, it should be noted that the functions of the blocks may be executed in a different order in some modifications. For example, two consecutive blocks may be executed substantially simultaneously, or may be executed in reverse order according to their functions.

如本文中所使用,術語「~零件」係指軟體或一硬體組件(諸如FPGA或ASIC),其中「~零件」執行某一角色。然而,「~零件」並非限於軟體或硬體。「~零件」可經組態以駐留於一可定址儲存媒體上或可經組態以執行一或多個處理器。因此,在一個實例中,「~零件」包含組件(諸如軟體組件、物件導向軟體組件、類別組件及任務組件)、程序(process)、功能、屬性、程序(procedure)、副常式、程式碼之片段、驅動程式、韌體、微碼、電路、資料、資料庫、資料結構、表、陣列及變數。組件及「~零件」中提供之功能可組合成較少數目個組件及「~零件」或進一步分離成額外組件及「~零件」。此外,可實施組件及「~零件」以播放裝置或安全多媒體卡內之一或多個CPU。 As used herein, the term "component" refers to software or a hardware component (such as an FPGA or ASIC), where the "component" performs a role. However, "components" are not limited to software or hardware. "Components" can be configured to reside on an addressable storage medium or can be configured to execute one or more processors. Therefore, in one example, "components" include components (such as software components, object-oriented software components, class components, and task components), processes, functions, properties, procedures, subroutines, snippets of program code, drivers, firmware, microcode, circuits, data, databases, data structures, tables, arrays, and variables. The functionality provided in the components and "~parts" may be combined into a smaller number of components and "~parts" or further separated into additional components and "~parts". In addition, the components and "~parts" may be implemented to play one or more CPUs within a device or secure multimedia card.

圖1係示意性地繪示根據本發明之一實例性實施例之用於提供行銷資訊之一資訊提供系統之一組態的一圖式。 FIG. 1 schematically shows a configuration of an information providing system for providing marketing information according to an exemplary embodiment of the present invention.

參考圖1,根據本發明之一實例性實施例之一資訊提供系統包含一使用者終端機110及一服務伺服器120。在實例性實施例中,服務伺服器120可處理與服務之操作有關之資訊且將其提供給使用者。 Referring to FIG. 1 , an information providing system according to an exemplary embodiment of the present invention includes a user terminal 110 and a service server 120. In the exemplary embodiment, the service server 120 can process information related to the operation of the service and provide it to the user.

使用使用者終端機110,一電子商務使用者可存取服務伺服器120。使用者終端機110可能已安裝一電子商務或遞送中介應用程式,可使用該應用程式來存取服務伺服器120,且可基於與服務伺服器120之資訊交換來使用電子商務或遞送中介服務。使用者終端機110可為一行動裝置(諸如一智慧型電話及一平板PC),或一靜態裝置(諸如一桌上型PC),且能夠安裝有一電子商務或遞送中介應用程式並運行之任何裝置可用作使用者終端機110,而不受限制。在一實例性實施例中,使用者終端機110之使用者可包含透過食物遞送中介服務訂購食物且接收食物遞送之一使用者。在一實例性實施例中,使用者終端機110之使用者可包含透過食物遞送中介服務銷售及遞送食物之一商店之一所有者。 Using the user terminal 110, an e-commerce user can access the service server 120. The user terminal 110 may have installed an e-commerce or delivery intermediary application, can use the application to access the service server 120, and can use the e-commerce or delivery intermediary service based on information exchange with the service server 120. The user terminal 110 can be a mobile device (such as a smart phone and a tablet PC), or a stationary device (such as a desktop PC), and any device that can install and run an e-commerce or delivery intermediary application can be used as the user terminal 110 without limitation. In an exemplary embodiment, the user of the user terminal 110 may include a user who orders food through a food delivery intermediary service and receives food delivery. In an exemplary embodiment, the user of the user terminal 110 may include an owner of a store that sells and delivers food through a food delivery intermediary service.

服務伺服器120可包含由提供電子商務或遞送中介服務之一企業操作之一伺服器。服務伺服器120與使用者終端機110通信且對使用者終端機110提供與服務有關之資訊。服務伺服器120可提供一物品清單作為來自資料庫之搜尋結果,或可提供儲存於資料庫中之各物品之細節。 The service server 120 may include a server operated by a business providing e-commerce or delivery intermediary services. The service server 120 communicates with the user terminal 110 and provides service-related information to the user terminal 110. The service server 120 may provide a list of items as a search result from a database, or may provide details of each item stored in the database.

在一實例性實施例中,服務伺服器120可與一食物遞送中介服務相關聯,且該食物遞送中介服務不僅可提供在銷售食物之一商店與一遞送員之間進行中介之一服務,而且可回應於來自該商店之一請求而提供與商店之行銷有關之資訊。例如,一商店(例如,一餐廳)之一所有者可設定該商店希望在一特定時框內實現之一商業目標(諸如訂單之數目、營業收入、銷售量或用戶),且可估計為實現該目標而投資之一預算。與服務伺服器120相關聯之食物遞送中介服務可包含以下服務:自商店所有者獲得關於目標及預算之資訊;識別用預算實現目標之一行銷策略或解決方 案;及向商店所有者提供該行銷策略或解決方案。行銷策略或解決方案可包含用於實現商店之銷售目標之一或多個行銷通路,及用於該一或多個行銷通路之各者之預算之一分配解決方案。服務伺服器120可擷取與商店相關聯之資料(諸如儲存於資料庫中之商店之銷售歷史、促銷歷史及訂用歷史),及與行銷相關聯之資料(諸如一或多個行銷通路、各行銷通路之成本及藉由利用各行銷通路而實現之結果),預測商店之行銷解決方案之效能,且對商店提供用一給定預算實現目標之行銷解決方案。在下文中,參考圖2詳細描述用於自服務伺服器向一使用者提供一行銷解決方案之一方法。 In an exemplary embodiment, the service server 120 may be associated with a food delivery intermediary service, and the food delivery intermediary service may not only provide a service of intermediating between a store that sells food and a delivery person, but may also provide information related to the store's marketing in response to a request from the store. For example, an owner of a store (e.g., a restaurant) may set a business goal (such as the number of orders, operating income, sales, or users) that the store hopes to achieve within a specific time frame, and may estimate a budget to invest in order to achieve the goal. The food delivery intermediary service associated with the service server 120 may include the following services: obtaining information about goals and budgets from a store owner; identifying a marketing strategy or solution to achieve the goals with the budget; and providing the marketing strategy or solution to the store owner. The marketing strategy or solution may include one or more marketing channels for achieving the store's sales goals, and an allocation solution for the budget for each of the one or more marketing channels. The service server 120 can retrieve data associated with the store (such as the store's sales history, promotion history, and subscription history stored in the database) and data associated with marketing (such as one or more marketing channels, the cost of each marketing channel, and the results achieved by using each marketing channel), predict the performance of the store's marketing solution, and provide the store with a marketing solution that achieves the goal with a given budget. In the following, a method for providing a marketing solution to a user from a service server is described in detail with reference to FIG. 2.

圖2係繪示根據本發明之一實例性實施例之在用於提供行銷資訊之一方法中涉及之各節點之資訊交換及對應操作的一序列圖。 FIG. 2 is a sequence diagram showing information exchange and corresponding operations of each node involved in a method for providing marketing information according to an exemplary embodiment of the present invention.

參考圖2,根據本發明之一實例性實施例,揭示各節點處之介於一使用者終端機與一服務伺服器之間的一資訊交換及一操作方法。 Referring to FIG. 2, according to an exemplary embodiment of the present invention, an information exchange and an operation method between a user terminal and a service server at each node are disclosed.

在操作205中,使用者終端機可將關於與一商店之行銷相關聯之一目標及一預算之資訊遞送至服務伺服器。使用者終端機可自一使用者獲得關於與商店之行銷相關聯之目標及預算之資訊,且該使用者可包含一商店所有者。 In operation 205, the user terminal may transmit information about a goal and a budget associated with the marketing of a store to the service server. The user terminal may obtain information about a goal and a budget associated with the marketing of a store from a user, and the user may include a store owner.

在一實例性實施例中,與行銷相關聯之目標可包含與商店想要透過行銷實現之商店之銷售相關聯的一目標數目。例如,與行銷相關聯之目標可包含各種目標,諸如增加商店之訂單數目,增加每訂單之平均金額,增加訪問商店之顧客之數目,增加再訂購率,增加新用戶之數目,降低取消訂用率及增加評論評級。與行銷相關聯之預算可包含經設定為使用者願意花費以實現與行銷相關聯之目標之一金額之一預算。 In an exemplary embodiment, a goal associated with marketing may include a target number associated with the store's sales that the store wants to achieve through marketing. For example, the goal associated with marketing may include various goals, such as increasing the number of orders for the store, increasing the average amount per order, increasing the number of customers visiting the store, increasing the reorder rate, increasing the number of new users, reducing the cancellation rate, and increasing review ratings. The budget associated with marketing may include a budget set as an amount that the user is willing to spend to achieve the goal associated with marketing.

在一實例性實施例中,使用者可設定一行銷時框,在該行銷時框內,使用者希望實現目標以及與行銷相關聯之目標。例如,使用者可鍵入使用者希望在一時框內增加之商店之訂單數目(例如,在三個月內增加100個訂單),作為提供至服務伺服器之與行銷相關聯之目標。 In an exemplary embodiment, a user may set a marketing time frame in which the user wishes to achieve a goal and a marketing-related goal. For example, the user may enter the number of orders for a store that the user wishes to increase within a time frame (e.g., increase 100 orders within three months) as a marketing-related goal provided to the service server.

在一實例性實施例中,可基於一預算來判定時框。服務伺服器可基於由使用者鍵入之預算預設一可組態行銷時框,且可限制使用者設定超出該預設時框之一時框。若行銷時框經設定為太長,則在一給定預算下可利用之行銷通路之範圍可被過度限制,且歸因於與商店之目標有關之行銷數字之增加減少,使用者體驗之行銷有效性可相對降低,此可導致使用者不滿。 In an exemplary embodiment, the time frame may be determined based on a budget. The service server may preset a configurable marketing time frame based on the budget entered by the user, and may restrict the user from setting a time frame beyond the preset time frame. If the marketing time frame is set too long, the range of marketing channels available under a given budget may be overly limited, and the marketing effectiveness experienced by the user may be relatively reduced due to the increase in marketing numbers relative to the store's goals, which may lead to user dissatisfaction.

在一實例性實施例中,可基於商店之行銷歷史來判定時框。若商店過去具有自服務伺服器接收一先前行銷解決方案之一經歷,則服務伺服器可向與商店相關聯之使用者授予接收具有一較長時框之一行銷解決方案之優惠。此可鼓勵使用者繼續使用服務伺服器之行銷解決方案提供服務。 In an exemplary embodiment, the time frame may be determined based on the store's marketing history. If the store has a past experience of receiving a previous marketing solution from the service server, the service server may offer a user associated with the store an offer to receive a marketing solution with a longer time frame. This may encourage the user to continue to use the service server's marketing solution to provide services.

以此方式,服務伺服器基於商店之預算及行銷歷史之至少一者來判定對應於與行銷相關聯之目標之行銷時框,使得使用者可設定用於實現目標之一適當時框且可改良使用者體驗。 In this way, the service server determines a marketing time frame corresponding to a goal associated with marketing based on at least one of the store's budget and marketing history, so that the user can set an appropriate time frame for achieving the goal and the user experience can be improved.

在一實例性實施例中,服務伺服器可對使用者終端機提供與行銷解決方案相關聯之一頁面。例如,若一使用者訂用服務以使用一食物遞送中介服務,則服務伺服器可對服務用戶提供與行銷解決方案相關聯之頁面。此可在使用者之服務訂用階段期間提供。與行銷解決方案相關聯之頁面可包含提供一行銷解決方案之服務之一描述,且可含有讓使用者鍵 入應獲得以提供該行銷解決方案之關於實現之一目標及一預算之資訊的區域。在一實例性實施例中,用於鍵入一目標之區域可含有用於選擇由服務伺服器設定之複數個候選目標之一者之一下拉式清單,及用於鍵入對應於該選定目標之一數字之一區域。在一實例性實施例中,使用者可直接鍵入除包含於下拉式清單中之目標外使用者希望輸入之一目標。在一實例性實施例中,使用者可進一步設定其中使用者希望實現目標之一時框。在一實例性實施例中,服務伺服器可在資料庫中查看複數個其他使用者之行銷歷史且向使用者推薦由該複數個其他使用者選擇之目標、數字及時框之至少一者。 In an exemplary embodiment, the service server may provide a page associated with a marketing solution to the user terminal. For example, if a user subscribes to a service to use a food delivery intermediary service, the service server may provide the service user with a page associated with the marketing solution. This may be provided during the user's service subscription period. The page associated with the marketing solution may include a description of the service providing a marketing solution, and may contain an area for the user to enter information about a goal and a budget for achieving the marketing solution. In an exemplary embodiment, the area for entering a goal may contain a drop-down list for selecting one of a plurality of candidate goals set by the service server, and an area for entering a number corresponding to the selected goal. In an exemplary embodiment, the user may directly type a goal that the user wishes to enter in addition to the goals included in the drop-down list. In an exemplary embodiment, the user may further set a time frame in which the user wishes to achieve the goal. In an exemplary embodiment, the service server may view the marketing history of multiple other users in a database and recommend to the user at least one of the goals, numbers, and time frames selected by the multiple other users.

在一實例性實施例中,回應於使用者在與行銷解決方案相關聯之頁面上對目標之輸入,服務伺服器可提供與目標相關聯之用於使用者之商店之行銷資訊。例如,若使用者選擇訂單數目作為與行銷相關聯之目標,則服務伺服器可提供關於與使用者相關聯之商店在過去一特定時段內之平均訂單數目的資訊。作為另一實例,若使用者選擇增加新用戶之數目作為與行銷相關聯之目標,則服務伺服器可提供關於與使用者相關聯之商店之當前用戶數目之資訊。以此方式,取決於使用者已選擇目標之類型,服務伺服器可顯示關於使用者之商店之對應於選定目標之當前資訊以幫助使用者瞭解商店之當前狀態且促進未來目標調整。 In an exemplary embodiment, in response to a user inputting a goal on a page associated with a marketing solution, a service server may provide marketing information for the user's store associated with the goal. For example, if the user selects the number of orders as a goal associated with marketing, the service server may provide information about the average number of orders for the store associated with the user over a specific period of time in the past. As another example, if the user selects the number of new users added as a goal associated with marketing, the service server may provide information about the current number of users for the store associated with the user. In this way, depending on the type of goal the user has selected, the service server may display current information about the user's store corresponding to the selected goal to help the user understand the current status of the store and facilitate future goal adjustments.

在操作210中,服務伺服器可識別關於商店之資訊。關於商店之資訊係服務伺服器利用以基於關於在操作205中獲得之關於目標及預算之資訊提供一行銷解決方案的資訊,且可包含各種資訊,諸如商店之銷售特性、商店之訂單歷史、商店之行銷歷史及定位於距商店一特定距離內之其他商店之促銷。若服務伺服器提供一食物遞送中介服務,則服務伺 服器可將資料(諸如商店之食物銷售特性、訂單歷史、行銷歷史及其他商店之行銷資訊)儲存於一資料庫中且可能夠更容易地存取此資料,且服務伺服器可基於此資料向商店提供更合適的行銷解決方案。 In operation 210, the service server may identify information about the store. The information about the store is information that the service server uses to provide a marketing solution based on the information about the target and budget obtained in operation 205, and may include various information such as the store's sales characteristics, the store's order history, the store's marketing history, and promotions of other stores located within a certain distance from the store. If the service server provides a food delivery intermediary service, the service server may store data (such as the store's food sales characteristics, order history, marketing history, and other store marketing information) in a database and may be able to access this data more easily, and the service server may provide a more appropriate marketing solution to the store based on this data.

在一實例性實施例中,關於商店之資訊可包含關於商店之銷售特性之資訊。商店之銷售特性可包含與商店之銷售或操作有關之各種特性,該等特性將影響商店之行銷策略,諸如商店之位置、菜單、營業時間、店內用餐之可得性、店內顧客容量、外賣訂單之可得性、平均菜單價格、用戶數目及營業時長。例如,若商店係主要完成外賣或遞送訂單而非內用之一商店,則提供一遞送折扣之一優惠券可為比提供一內用折扣之一優惠券更有效的一行銷工具。作為另一實例,若商店僅在下午6:00至10:00營業,則使用可在午餐或清晨時間兌換之優惠券之行銷可能根本無效。作為另一實例,若商店係專門銷售牛肉菜餚之一餐廳,則僅當一使用者在與食物遞送中介服務相關聯之一電子商務服務之應用程式上搜尋牛肉相關物品時,顯示商店之一橫幅廣告才可能更有效,以降低廣告成本或簡化其外觀。然而,此等僅係例示性的,且可考量商店之銷售特性來制訂各種行銷策略。以此方式,服務伺服器可基於關於商店之銷售特性之資訊向使用者提供有效的行銷解決方案。 In an exemplary embodiment, the information about a store may include information about the store's sales characteristics. The store's sales characteristics may include various characteristics related to the store's sales or operations that will affect the store's marketing strategy, such as the store's location, menu, business hours, availability of in-store dining, in-store customer capacity, availability of takeout orders, average menu prices, number of users, and business hours. For example, if the store is a store that primarily completes takeout or delivery orders rather than dine-in orders, then offering a coupon for a delivery discount may be a more effective marketing tool than offering a coupon for a dine-in discount. As another example, if the store is only open from 6:00 p.m. to 10:00 p.m., marketing using coupons that can be redeemed during lunch or early morning hours may not be effective at all. As another example, if the store is a restaurant specializing in beef dishes, it may be more effective to display a banner advertisement of the store only when a user searches for beef-related items on an application of an e-commerce service associated with a food delivery intermediary service in order to reduce advertising costs or simplify its appearance. However, these are merely exemplary, and various marketing strategies may be formulated taking into account the sales characteristics of the store. In this way, the service server can provide users with effective marketing solutions based on information about the sales characteristics of the store.

在一實例性實施例中,關於商店之資訊可包含關於商店之訂單歷史之資訊。例如,關於訂單歷史之資訊可包含關於商店在一最近時段(例如,28天、14天、7天)內之訂單數目之資訊、在一最近時段內一天中的時間(午餐、晚餐)之訂單數目、關於在一最近時段內每訂單之平均金額之資訊等。基於關於商店之訂單歷史之資訊,服務伺服器可為商店提供一適當的行銷解決方案。例如,若判定商店具有大量最近訂單,則商店可 利用行銷通路來改良商店之再訂購率(例如,藉由提供一再訂購折扣)而非向新顧客推廣。作為另一實例,若商店具有少量最近訂單,則可利用行銷通路以藉由為新顧客之首次訂單提供一折扣優惠券而向新顧客推廣。然而,此等僅係例示性的,且可基於商店之訂單歷史制訂各種行銷策略。因而,服務伺服器可基於關於商店之訂單歷史之資訊向使用者提供一有效的行銷解決方案。在一實例性實施例中,服務伺服器在其內收集商店之最近訂單歷史之時段(例如,28天、14天、7天)可取決於商店之銷售特性而改變。 In an exemplary embodiment, the information about the store may include information about the store's order history. For example, the information about the order history may include information about the number of orders for the store in a recent period (e.g., 28 days, 14 days, 7 days), the number of orders by time of day (lunch, dinner) in a recent period, information about the average amount per order in a recent period, etc. Based on the information about the store's order history, the service server may provide the store with an appropriate marketing solution. For example, if it is determined that the store has a large number of recent orders, the store may use a marketing channel to improve the store's reorder rate (e.g., by providing a reorder discount) instead of promoting to new customers. As another example, if a store has a small number of recent orders, a marketing channel may be utilized to promote to new customers by providing a discount coupon for their first order. However, these are merely exemplary, and various marketing strategies may be formulated based on the store's order history. Thus, the service server may provide an effective marketing solution to the user based on information about the store's order history. In an exemplary embodiment, the period (e.g., 28 days, 14 days, 7 days) within which the service server collects the store's recent order history may vary depending on the store's sales characteristics.

在一實例性實施例中,關於商店之資訊可包含關於商店之行銷歷史之資訊。例如,服務伺服器可基於關於商店在一最近時段內已具有之折扣事件之數目、在一最近時段內之折扣金額、在一最近時段內之促銷時長等之資訊來識別一行銷解決方案以向使用者提供。 In an exemplary embodiment, the information about a store may include information about the store's marketing history. For example, the service server may identify a marketing solution to provide to the user based on information about the number of discount events the store has had in a recent period, the amount of discounts in a recent period, the length of promotions in a recent period, etc.

在一實例性實施例中,關於商店之資訊可包含關於定位於距商店一特定距離內之其他商店之促銷之資訊。例如,服務伺服器可基於定位於商店附近之其他競爭商店之數目及類型來判定用於商店之一或多個行銷通路之一預算分配。作為另一實例,服務伺服器可基於關於定位於商店附近之其他競爭商店之促銷之資訊來為商店計劃一適當的促銷。此可被稱為促銷密度。若附近的其他競爭商店全部在運行將遞送費折扣3,000韓元之促銷,則服務伺服器可建議使用者之商店分配一行銷預算以將遞送費折扣4,000韓元,因為若使用者之商店分配其行銷預算以運行將遞送費折扣3,000韓元之相同促銷,則透過遞送費折扣之行銷可能係無效的。然而,此等僅係例示性的,且可基於關於來自商店附近的其他商店之促銷之資訊制訂各種行銷策略。以此方式,服務伺服器可基於關於來自商店附近 的其他商店之促銷之資訊向使用者提供一有效的行銷解決方案。 In an exemplary embodiment, the information about a store may include information about promotions of other stores located within a certain distance from the store. For example, the service server may determine a budget allocation for one or more marketing channels of the store based on the number and type of other competing stores located near the store. As another example, the service server may plan an appropriate promotion for the store based on information about promotions of other competing stores located near the store. This may be referred to as promotion density. If other competing stores nearby are all running a promotion of 3,000 won discount on delivery fees, the service server may suggest that the user's store allocate a marketing budget to discount 4,000 won on delivery fees, because if the user's store allocates its marketing budget to run the same promotion of 3,000 won discount on delivery fees, marketing through delivery fee discounts may be ineffective. However, these are merely exemplary, and various marketing strategies may be formulated based on information about promotions from other stores nearby the store. In this way, the service server can provide the user with an effective marketing solution based on information about promotions from other stores nearby the store.

在一實例性實施例中,可基於商店之一累積訂單數目來判定特定距離。例如,若商店係已具有大量累積訂單之一非常受歡迎及知名的餐廳,則商店之行銷可相對較少受到相鄰商店之促銷影響。因此,可藉由縮小自其查看關於促銷之資訊之附近商店之範圍,且進一步減少關於其他商店之促銷之資訊在判定行銷解決方案時考量之各種因素當中的權重來減少計算量。 In an exemplary embodiment, a specific distance may be determined based on the number of cumulative orders of a store. For example, if the store is a very popular and well-known restaurant that has a large number of cumulative orders, the marketing of the store may be relatively less affected by the promotions of neighboring stores. Therefore, the amount of calculation may be reduced by narrowing the range of nearby stores from which information about promotions is viewed, and further reducing the weight of information about promotions of other stores among the various factors considered when determining marketing solutions.

以此方式,服務伺服器可藉由考量關於商店之銷售特性、商店之訂單歷史、商店之行銷歷史及定位於距商店一特定距離內之其他商店之促銷之資訊來識別及提供針對商店最佳化之一行銷解決方案,從而有助於增加使用者對服務之滿意度且增加服務之整體利潤。 In this way, the service server can identify and provide a marketing solution optimized for the store by considering information about the store's sales characteristics, the store's order history, the store's marketing history, and promotions of other stores located within a certain distance from the store, thereby helping to increase user satisfaction with the service and increase the overall profit of the service.

在操作215中,服務伺服器可基於關於商店之資訊來判定用於使用預算實現目標之一行銷解決方案。服務伺服器可基於關於商店之資訊自儲存於資料庫中之複數個候選行銷解決方案搜尋一最佳行銷解決方案,或可產生用於使用預算實現目標之一新最佳行銷解決方案。在一實例性實施例中,行銷解決方案可包含一或多個行銷通路及用於該一或多個行銷通路之各者之一預算分配。基於關於商店之資訊,服務伺服器可制訂與在各種行銷通路之哪一者中投資多少預算有關之一預算分配計劃,該預算分配計劃可經判定為行銷解決方案。與服務伺服器相關聯之資料庫可儲存關於透過各行銷通路之行銷之歷史及各通路之投資回報率(ROI)之數字資料,且服務伺服器可利用此資料來產生適於商店之當前狀態之一行銷解決方案。在一實例性實施例中,服務伺服器可使用機器學習(諸如一人工神經網路)以使用儲存於資料庫中之資料訓練一行銷引擎,且可透過該經訓 練之行銷引擎輸出一最佳行銷解決方案。 In operation 215, the service server may determine a marketing solution for achieving the goal using the budget based on the information about the store. The service server may search for an optimal marketing solution from a plurality of candidate marketing solutions stored in a database based on the information about the store, or may generate a new optimal marketing solution for achieving the goal using the budget. In an exemplary embodiment, the marketing solution may include one or more marketing channels and a budget allocation for each of the one or more marketing channels. Based on the information about the store, the service server may formulate a budget allocation plan related to which of the various marketing channels to invest how much budget, and the budget allocation plan may be determined to be a marketing solution. The database associated with the service server can store digital data about the history of marketing through various marketing channels and the return on investment (ROI) of each channel, and the service server can use this data to generate a marketing solution suitable for the current status of the store. In an exemplary embodiment, the service server can use machine learning (such as an artificial neural network) to train a marketing engine using the data stored in the database, and can output an optimal marketing solution through the trained marketing engine.

在一實例性實施例中,一或多個行銷通路可包含(例如)商店中之至少一些菜單物品之價格折扣、提供可在商店中兌換之優惠券、為商店宣傳及為商店提供訂用報價之至少一者。服務伺服器可透過價格折扣、忠誠度積分、優惠券及類似者將用於行銷之預算之一部分返回給使用者,從長遠來看,此可增加使用者對商店之滿意度,從而推廣商店。在一實例性實施例中,服務伺服器可鼓勵使用者訂用一特定商店以接收該特定商店之通知(諸如促銷及新菜單發佈)且享受僅對用戶可用之優惠。 In an exemplary embodiment, one or more marketing channels may include, for example, at least one of price discounts on at least some menu items in a store, providing coupons redeemable in a store, advertising for the store, and providing subscription offers for the store. The service server may return a portion of the budget used for marketing to the user through price discounts, loyalty points, coupons, and the like, which may increase user satisfaction with the store in the long run, thereby promoting the store. In an exemplary embodiment, the service server may encourage users to subscribe to a specific store to receive notifications of the specific store (such as promotions and new menu releases) and enjoy offers available only to users.

在一實例性實施例中,一或多個行銷通路可包含商店之遞送費之一折扣。服務伺服器可藉由容許商店之預算涵蓋使用者原本不得不支付給一遞送中介之遞送費之一部分來向對商店下達訂單之使用者提供一遞送費折扣。如此做時,服務伺服器可增加使用者對自商店訂購之滿意度且增加商店之宣傳效應。 In an exemplary embodiment, one or more marketing channels may include a discount on a store's delivery fees. The service server may provide a delivery fee discount to a user who places an order with the store by allowing the store's budget to cover a portion of the delivery fees that the user would otherwise have to pay to a delivery intermediary. In doing so, the service server may increase user satisfaction with ordering from the store and increase the store's publicity effect.

在一實例性實施例中,商店之宣傳可包含在提供與食物遞送中介服務有關之電子商務服務之一應用程式上之橫幅廣告。由服務伺服器提供之服務可包含一食物遞送中介服務,且服務伺服器可運行在與該食物遞送中介服務相關聯之電子商務服務之應用程式上之推廣商店之橫幅廣告。藉由在與由服務伺服器提供之服務相關聯之電子商務服務之應用程式上宣傳商店,服務伺服器可更有效地吸引電子商務應用程式之使用者且增加宣傳效應。 In an exemplary embodiment, promotion of a store may include a banner advertisement on an application that provides an e-commerce service related to a food delivery intermediary service. The services provided by the service server may include a food delivery intermediary service, and the service server may run a banner advertisement promoting the store on the application of the e-commerce service associated with the food delivery intermediary service. By promoting the store on the application of the e-commerce service associated with the service provided by the service server, the service server may more effectively attract users of the e-commerce application and increase the promotion effect.

在操作220中,服務伺服器可將行銷解決方案遞送至使用者終端機。在一實例性實施例中,服務伺服器可在提供至使用者終端機之與行銷解決方案相關聯之一頁面上顯示關於行銷解決方案之資訊。在與行 銷解決方案相關聯之頁面上,使用者可鍵入與行銷相關聯之一目標及使用者願意承諾以實現該目標之一預算,且使用者可自服務伺服器接收用於使用該預算實現該目標之一行銷解決方案。 In operation 220, the service server may deliver the marketing solution to the user terminal. In an exemplary embodiment, the service server may display information about the marketing solution on a page associated with the marketing solution provided to the user terminal. On the page associated with the marketing solution, the user may enter a goal associated with the marketing and a budget that the user is willing to commit to achieve the goal, and the user may receive a marketing solution from the service server for achieving the goal using the budget.

在一實例性實施例中,服務伺服器在判定一行銷解決方案時可首先判定是否可使用預算實現目標,且若判定不能使用預算實現目標,則服務伺服器可提出目標之一向下調整或預算之一向上調整。在一實例性實施例中,若自使用者獲得之行銷預算不足以實現目標,則服務伺服器可請求使用者增加更多預算或提出向下調整目標,以便最大化由服務伺服器提供之行銷解決方案之有效性。相反地,在一實例性實施例中,若自使用者獲得之預算相較於實現目標所需之預算太多,則服務伺服器可提出目標之一向上調整或預算之一向下調整以防止使用者浪費不必要的預算。 In an exemplary embodiment, when determining a marketing solution, the service server may first determine whether the goal can be achieved using the budget, and if it is determined that the goal cannot be achieved using the budget, the service server may propose to adjust one of the goals downward or one of the budgets upward. In an exemplary embodiment, if the marketing budget obtained from the user is insufficient to achieve the goal, the service server may request the user to add more budget or propose to adjust the goal downward in order to maximize the effectiveness of the marketing solution provided by the service server. Conversely, in an exemplary embodiment, if the budget obtained from the user is too much compared to the budget required to achieve the goal, the service server may propose to adjust one of the goals upward or one of the budgets downward to prevent the user from wasting unnecessary budget.

圖3係示意性地繪示根據本發明之一實例性實施例之來自一商店之輸入及來自一服務伺服器之行銷輸出的一例示性圖式。 FIG. 3 schematically illustrates an exemplary diagram of input from a store and marketing output from a service server according to an exemplary embodiment of the present invention.

參考圖3,商店可對服務伺服器提供關於與行銷相關聯之一目標及一預算之資訊。服務伺服器內之一行銷引擎可產生用於向一或多個行銷通路分配預算以實現目標之一方法,且可輸出用於該一或多個行銷通路之一預算分配。在一實例性實施例中,與服務伺服器相關聯之一資料庫可儲存關於透過各行銷通路之行銷之歷史及各通路之投資回報率之數字資料,且服務伺服器中之行銷引擎可利用此資料來產生適於商店之當前狀態之一行銷解決方案。一或多個行銷通路可包含各種通路,舉例而言,諸如基於對商店之訂用提供優惠、折扣、廣告、與服務相關聯之電子商務應用程式上之廣告及提供與忠誠度相關聯之優惠(例如,積分(points/credits)、優惠券)。 Referring to FIG. 3 , the store may provide the service server with information about a goal and a budget associated with marketing. A marketing engine in the service server may generate a method for allocating budgets to one or more marketing channels to achieve the goal, and may output a budget allocation for the one or more marketing channels. In an exemplary embodiment, a database associated with the service server may store digital data about the history of marketing through each marketing channel and the return on investment of each channel, and the marketing engine in the service server may use this data to generate a marketing solution suitable for the current state of the store. The one or more marketing channels may include various channels such as, for example, offering offers, discounts, advertising based on subscriptions to the store, advertising on e-commerce applications associated with the service, and offering loyalty-related offers (e.g., points/credits, coupons).

圖4係示意性地繪示根據本發明之一實例性實施例之用於基於關於一商店之資訊預測一促銷類型及一預算之一方法的一例示性圖式。 FIG. 4 schematically illustrates an exemplary diagram of a method for predicting a promotion type and a budget based on information about a store according to an exemplary embodiment of the present invention.

參考圖4,服務伺服器可自一商店獲得關於一目標及一預算之資訊。目標係商店希望在一預定時段內實現之一行銷相關數目,且可包含特定數字資訊(舉例而言,諸如N個訂單、N個新顧客及每訂單之一平均金額)。為使用一給定預算實現目標,服務伺服器可識別關於商店之資訊,諸如商店之特性、商店之訂單歷史、商店之促銷歷史及相鄰商店之行銷(例如,促銷密度)。在圖4中繪示之實例性實施例中,服務伺服器可基於所識別之商店資訊排列複數個促銷設定以預測促銷之有效性且判定各行銷通路之一最佳預算分配解決方案。 Referring to FIG. 4 , a service server may obtain information about a goal and a budget from a store. The goal is a marketing-related number that the store hopes to achieve within a predetermined period of time and may include specific numerical information (e.g., N orders, N new customers, and an average amount per order). To achieve the goal using a given budget, the service server may identify information about the store, such as the store's characteristics, the store's order history, the store's promotion history, and the marketing of neighboring stores (e.g., promotion density). In the exemplary embodiment shown in FIG. 4 , the service server may arrange multiple promotion settings based on the identified store information to predict the effectiveness of the promotion and determine an optimal budget allocation solution for each marketing channel.

圖5係繪示根據本發明之一實例性實施例之用於提供行銷資訊之一方法之流程的一流程圖。可藉由圖1中繪示之服務伺服器120或圖2中繪示之服務伺服器來執行圖5中繪示之操作,且本文中可省略複製前述內容之描述。 FIG. 5 is a flow chart showing the process of a method for providing marketing information according to an exemplary embodiment of the present invention. The operation shown in FIG. 5 can be performed by the service server 120 shown in FIG. 1 or the service server shown in FIG. 2 , and the description of the aforementioned content can be omitted in this article.

在操作S510中,服務伺服器可自一使用者終端機獲得關於與一商店之行銷相關聯之一目標及一預算之資訊。使用者終端機可自一使用者獲得關於與商店之行銷相關聯之目標及預算之資訊,且該使用者可包含一商店所有者。在一實例性實施例中,與行銷相關聯之目標可包含與商店想要透過行銷實現之商店之銷售相關聯的一目標數目。例如,與行銷相關聯之目標可包含各種目標,諸如增加商店之訂單數目,增加每訂單之平均金額,增加訪問商店之顧客之數目,增加再訂購率,增加新用戶之數目,降低取消訂用率及增加評論評級。與行銷相關聯之預算可包含經設定 為使用者願意花費以實現與行銷相關聯之目標之一金額之一預算。 In operation S510, the service server may obtain information about a goal and a budget associated with marketing of a store from a user terminal. The user terminal may obtain information about the goal and budget associated with marketing of the store from a user, and the user may include a store owner. In an exemplary embodiment, the goal associated with marketing may include a target number associated with the sales of the store that the store wants to achieve through marketing. For example, the goal associated with marketing may include various goals, such as increasing the number of orders for the store, increasing the average amount per order, increasing the number of customers visiting the store, increasing the reorder rate, increasing the number of new users, reducing the cancellation rate, and increasing the review rating. A marketing-related budget may include a budget set as an amount that a user is willing to spend to achieve a marketing-related goal.

在操作S520中,服務伺服器可識別關於商店之資訊。關於商店之資訊係服務伺服器利用以基於在操作205中獲得之關於目標及預算之資訊提供一行銷解決方案的資訊,且可包含各種資訊,諸如商店之銷售特性、商店之訂單歷史、商店之行銷歷史及定位於距商店一特定距離內之其他商店之促銷。 In operation S520, the service server may identify information about the store. The information about the store is information that the service server uses to provide a marketing solution based on the information about the target and budget obtained in operation 205, and may include various information such as sales characteristics of the store, order history of the store, marketing history of the store, and promotions of other stores located within a certain distance from the store.

在操作S530中,服務伺服器可基於關於商店之資訊來判定用於使用預算實現目標之一行銷解決方案。服務伺服器可基於關於商店之資訊自儲存於資料庫中之複數個候選行銷解決方案搜尋一最佳行銷解決方案,或可產生用於使用預算實現目標之一新最佳行銷解決方案。在一實例性實施例中,行銷解決方案可包含一或多個行銷通路及用於該一或多個行銷通路之各者之一預算分配。基於關於商店之資訊,服務伺服器可制訂與在各種行銷通路之哪一者中投資多少預算有關之一預算分配計劃,該預算分配計劃可經判定為行銷解決方案。 In operation S530, the service server may determine a marketing solution for achieving a goal using a budget based on information about the store. The service server may search for an optimal marketing solution from a plurality of candidate marketing solutions stored in a database based on information about the store, or may generate a new optimal marketing solution for achieving a goal using a budget. In an exemplary embodiment, the marketing solution may include one or more marketing channels and a budget allocation for each of the one or more marketing channels. Based on information about the store, the service server may formulate a budget allocation plan related to which of the various marketing channels to invest how much budget, and the budget allocation plan may be determined to be a marketing solution.

在操作S540中,服務伺服器可對使用者終端機提供行銷解決方案。在一實例性實施例中,服務伺服器可在提供至使用者終端機之與行銷解決方案相關聯之一頁面上顯示關於行銷解決方案之資訊。在與行銷解決方案相關聯之頁面上,使用者可鍵入與行銷相關聯之一目標及使用者願意承諾以實現該目標之一預算,且使用者可自服務伺服器接收用於使用該預算實現該目標之一行銷解決方案。 In operation S540, the service server may provide a marketing solution to the user terminal. In an exemplary embodiment, the service server may display information about the marketing solution on a page associated with the marketing solution provided to the user terminal. On the page associated with the marketing solution, the user may enter a goal associated with the marketing and a budget that the user is willing to commit to achieve the goal, and the user may receive a marketing solution from the service server for achieving the goal using the budget.

圖6係繪示根據本發明之一實例性實施例之用於提供行銷資訊之一系統之一些組件的一圖式。 FIG. 6 is a diagram showing some components of a system for providing marketing information according to an exemplary embodiment of the present invention.

參考圖6,展示根據本發明之一實例性實施例之用於提供 資訊之系統,且該系統包含可彼此通信之一使用者終端機610及一服務伺服器620。 Referring to FIG. 6 , a system for providing information according to an exemplary embodiment of the present invention is shown, and the system includes a user terminal 610 and a service server 620 that can communicate with each other.

使用者終端機610可執行一電子商務用戶端程式或一食物遞送用戶端程式,且可包含一收發器612、一控制器614、一輸入部分616及一顯示部分618。 The user terminal 610 may execute an e-commerce client program or a food delivery client program, and may include a transceiver 612, a controller 614, an input portion 616, and a display portion 618.

收發器612可將資訊發送至包含服務伺服器620之其他節點及接收來自其他節點之資訊。收發器612可使用各種類型之通信方法與各種類型之外部裝置通信。收發器612可包含一Wi-Fi晶片、一藍牙晶片、一無線通信晶片及一NFC晶片之至少一者。Wi-Fi晶片及藍牙晶片可分別使用一WiFi方法及一藍牙方法來執行通信。在使用一Wi-Fi晶片或一藍牙晶片之情況下,可首先傳輸及接收諸如一SSID及一工作階段密鑰之連接資訊以建立一通信連接,且此後可傳輸及接收各種類型之資訊。無線通信晶片係指根據諸如IEEE、ZigBee、第三代(3G)、第三代合作夥伴計劃(3GPP)、長期演進(LTE)等之各種通信標準執行通信之一晶片。NFC晶片係指使用各種RF-ID頻帶(諸如135kHz、13.56MHz、433MHz、860MHz至960MHz、2.45GHz等)當中之一13.56MHz頻帶以一近場通信(NFC)方法操作之一晶片。 The transceiver 612 can send information to other nodes including the service server 620 and receive information from other nodes. The transceiver 612 can communicate with various types of external devices using various types of communication methods. The transceiver 612 can include at least one of a Wi-Fi chip, a Bluetooth chip, a wireless communication chip, and an NFC chip. The Wi-Fi chip and the Bluetooth chip can perform communication using a WiFi method and a Bluetooth method, respectively. In the case of using a Wi-Fi chip or a Bluetooth chip, connection information such as an SSID and a session key can be first transmitted and received to establish a communication connection, and various types of information can be transmitted and received thereafter. A wireless communication chip refers to a chip that performs communication according to various communication standards such as IEEE, ZigBee, third generation (3G), third generation partnership project (3GPP), long term evolution (LTE), etc. An NFC chip refers to a chip that operates in a near field communication (NFC) method using a 13.56MHz band among various RF-ID bands (such as 135kHz, 13.56MHz, 433MHz, 860MHz to 960MHz, 2.45GHz, etc.).

輸入部分616可接收來自一使用者之一輸入,且可包含一觸控螢幕、一麥克風及一按鈕。輸入部分616可接收來自使用者之各種命令。可以包含按鍵、觸控面板及類似者之各種方式實施輸入部分616。按鍵可包含形成於使用者終端機610之主體外部之各種區域(諸如前面、側面及後面)上之各種類型之按鍵,諸如機械按鈕、輪子及類似者。觸控面板可偵測來自一使用者之一觸摸輸入且輸出對應於經偵測觸摸信號之一觸摸 事件值。當觸控面板與一顯示面板組合以形成一觸控螢幕時,可用各種類型之觸控感測器(諸如電容型、壓敏型、壓電型及類似者)來實施觸控螢幕。電容型觸控感測器利用塗佈於觸控螢幕之表面上之一介電質來偵測在將使用者之身體之一部分觸摸至觸控螢幕之表面時由使用者之人體產生之微小電力以計算觸摸座標。壓電型觸控感測器包含嵌入於觸控螢幕中之兩個電極板,且當使用者觸摸螢幕時,觸摸經觸摸點之上及下板以引起電流流動,且計算觸摸座標。在觸控螢幕上之觸摸事件可主要由人類手指產生,但亦可由由能夠施加一電容變化之導電材料製成之物件產生。 The input portion 616 can receive an input from a user and can include a touch screen, a microphone, and a button. The input portion 616 can receive various commands from the user. The input portion 616 can be implemented in various ways including keys, touch panels, and the like. The keys can include various types of keys formed on various areas (such as the front, side, and back) outside the main body of the user terminal 610, such as mechanical buttons, wheels, and the like. The touch panel can detect a touch input from a user and output a touch event value corresponding to the detected touch signal. When a touch panel is combined with a display panel to form a touch screen, various types of touch sensors (such as capacitive, piezoresistive, piezoelectric, and the like) may be used to implement the touch screen. Capacitive touch sensors utilize a dielectric coated on the surface of the touch screen to detect the tiny electric force generated by the user's body when a part of the user's body touches the surface of the touch screen to calculate the touch coordinates. Piezoelectric touch sensors include two electrode plates embedded in the touch screen, and when the user touches the screen, the touch causes current to flow through the upper and lower plates of the touch point, and the touch coordinates are calculated. Touch events on touch screens can be primarily generated by human fingers, but can also be generated by objects made of conductive materials that can impart a capacitance change.

顯示部分618可顯示與使用者終端機610之操作有關之資訊,且可顯示含有實例性實施例中描述之資訊之一頁面。在一實例性實施例中,顯示部分618可包含各種類型之組態,諸如液晶顯示器(LCD)、有機發光二極體(OLED)及類似者。取決於實例性實施例,顯示部分618可經接線至使用者終端機610內之組態且可無線連接至包含於使用者終端機610中之組態(諸如收發器612)。 The display portion 618 can display information related to the operation of the user terminal 610 and can display a page containing information described in the exemplary embodiment. In an exemplary embodiment, the display portion 618 can include various types of configurations, such as liquid crystal displays (LCDs), organic light emitting diodes (OLEDs), and the like. Depending on the exemplary embodiment, the display portion 618 can be wired to the configuration within the user terminal 610 and can be wirelessly connected to the configuration included in the user terminal 610 (such as the transceiver 612).

控制器614可執行控制以使使用者終端機610能夠執行實例性實施例中描述之操作。控制器614亦可包含經組態以執行使用者終端機610之操作之至少一個處理器。 The controller 614 may perform control to enable the user terminal 610 to perform the operations described in the exemplary embodiment. The controller 614 may also include at least one processor configured to perform the operations of the user terminal 610.

處理器可包含RAM、ROM、CPU、GPU(圖形處理單元)及匯流排之至少一者。RAM、ROM、CPU、GPU等可透過匯流排彼此連接。CPU存取記憶體且使用儲存於記憶體中之OS來執行開機。另外,使用儲存於記憶體中之各種程式、內容、資料等來執行各種操作。ROM儲存用於系統開機之指令集。例如,當向使用者終端機610輸入一開啟命令且供應電力時,CPU可根據儲存於ROM中之命令將儲存於記憶體中之OS 複製至RAM,且執行OS以對系統進行開機。當開機完成時,CPU將儲存於記憶體中之各種程式複製至RAM,且執行複製至RAM之程式以執行各種操作。當開機完成時,GPU在顯示部分618之一區域中顯示一UI畫面。明確言之,GPU可產生一畫面,該畫面顯示包含諸如內容、圖示、選單及類似者之各種物件之一電子文件。GPU根據畫面之佈局運算待顯示之各物件之屬性值(諸如座標值、形狀、大小、色彩及類似者)。基於經計算之屬性值,GPU可產生具有包含物件之各種佈局之畫面。GPU產生之畫面可經提供至顯示部分618,且可顯示於顯示部分618之各自區域中。 The processor may include at least one of RAM, ROM, CPU, GPU (graphics processing unit) and bus. RAM, ROM, CPU, GPU, etc. may be connected to each other via a bus. The CPU accesses the memory and uses the OS stored in the memory to perform booting. In addition, various programs, contents, data, etc. stored in the memory are used to perform various operations. The ROM stores an instruction set for system booting. For example, when a boot command is input to the user terminal 610 and power is supplied, the CPU may copy the OS stored in the memory to the RAM according to the command stored in the ROM, and execute the OS to boot the system. When the boot is completed, the CPU copies various programs stored in the memory to the RAM, and executes the programs copied to the RAM to perform various operations. When the boot is completed, the GPU displays a UI screen in an area of the display portion 618. Specifically, the GPU can generate a screen that displays an electronic document containing various objects such as content, icons, menus, and the like. The GPU calculates the attribute values (such as coordinate values, shapes, sizes, colors, and the like) of each object to be displayed according to the layout of the screen. Based on the calculated attribute values, the GPU can generate a screen with various layouts containing objects. The screen generated by the GPU can be provided to the display portion 618 and can be displayed in the respective areas of the display portion 618.

使用者終端機610可進一步包含用於輸出事件之一揚聲器,且可進一步包含用於儲存經由收發器612傳輸及接收之資訊及用於使用者終端機610之操作之資訊之至少一些者之一儲存部分(未展示)。 The user terminal 610 may further include a speaker for outputting events, and may further include a storage portion (not shown) for storing at least some of the information transmitted and received via the transceiver 612 and information used for operation of the user terminal 610.

服務伺服器620係其上運行一電子商務伺服器程式或一遞送工作資訊提供服務程式之一裝置,且可包含一收發器622、一控制器624及一儲存部分626。 The service server 620 is a device on which an e-commerce server program or a delivery work information providing service program is run, and may include a transceiver 622, a controller 624, and a storage portion 626.

收發器622可將資訊發送至包含使用者終端機610之其他節點及接收來自其他節點之資訊。 The transceiver 622 can send information to other nodes including the user terminal 610 and receive information from other nodes.

控制器624可執行控制以使服務伺服器620能夠執行實例性實施例中描述之操作。控制器624亦可包含至少一個處理器。 The controller 624 may perform control to enable the service server 620 to perform the operations described in the exemplary embodiment. The controller 624 may also include at least one processor.

服務伺服器620亦可包含儲存經由收發器622傳輸及接收之資訊及用於伺服器620之操作之資訊之至少一些者的一儲存部分626。 The service server 620 may also include a storage portion 626 for storing at least some of the information transmitted and received via the transceiver 622 and information used for the operation of the server 620.

已在本說明書及圖式中揭示本發明之實例性實施例。儘管使用特定術語,但此等僅在一般意義上用於容易地說明本發明之技術內容且幫助理解本發明,而不旨在限制本發明之範疇。熟習此項技術者明白, 除本文中揭示之實例性實施例之外,亦可實施基於本發明之技術理念之其他經修改實例。 Exemplary embodiments of the present invention have been disclosed in this specification and drawings. Although specific terms are used, they are only used in a general sense to easily explain the technical content of the present invention and help understand the present invention, and are not intended to limit the scope of the present invention. Those familiar with this technology understand that, in addition to the exemplary embodiments disclosed in this article, other modified examples based on the technical concept of the present invention can also be implemented.

205:操作 205: Operation

210:操作 210: Operation

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220:操作 220: Operation

Claims (11)

一種一服務伺服器之資訊提供方法,該資訊提供方法包括:自一使用者終端機獲得關於與一商店之行銷相關聯之一目標及一預算之資訊;識別關於該商店之資訊;基於關於該商店之該資訊,識別用於使用該預算實現該目標之一行銷解決方案;及向該使用者終端機提供該行銷解決方案,其中關於該商店之該資訊包括關於定位於距該商店一特定距離內之其他商店之一促銷之資訊,其中當該商店之訂單之一累積數目增加時,將該特定距離設定為較短。 An information providing method of a service server, the information providing method comprising: obtaining information about a goal and a budget associated with marketing of a store from a user terminal; identifying information about the store; based on the information about the store, identifying a marketing solution for achieving the goal using the budget; and providing the marketing solution to the user terminal, wherein the information about the store includes information about a promotion of other stores located within a specific distance from the store, wherein when a cumulative number of orders of the store increases, the specific distance is set to be shorter. 如請求項1之該服務伺服器之資訊提供方法,其中該行銷解決方案包括一或多個行銷通路及用於該一或多個行銷通路之各者之該預算之一分配。 The information providing method of the service server as claimed in claim 1, wherein the marketing solution includes one or more marketing channels and an allocation of the budget for each of the one or more marketing channels. 如請求項2之該服務伺服器之資訊提供方法,其中該一或多個行銷通路包括以下至少一者:該商店處之至少一些菜單物品之一價格折扣;可在該商店處兌換之一優惠券之一提供;該商店之一廣告;及 該商店之一訂用優惠之一提供。 The information providing method of the service server as claimed in claim 2, wherein the one or more marketing channels include at least one of the following: a price discount on at least some menu items at the store; an offer of a coupon redeemable at the store; an advertisement for the store; and an offer of a subscription offer at the store. 如請求項3之該服務伺服器之資訊提供方法,其中該廣告包括在提供與由該服務伺服器所提供之一服務有關之一電子商務服務之一應用程式上之一橫幅廣告。 The information providing method of the service server as claimed in claim 3, wherein the advertisement comprises a banner advertisement on an application providing an e-commerce service related to a service provided by the service server. 如請求項1之該服務伺服器之資訊提供方法,其中提供該行銷解決方案進一步包括在判定該目標不可使用該預算實現時,提出該目標之一向下調整。 The information providing method of the service server as claimed in claim 1, wherein providing the marketing solution further includes proposing a downward adjustment of one of the goals when it is determined that the goal cannot be achieved using the budget. 如請求項1之該服務伺服器之資訊提供方法,其中該目標包括將在一時框內增加之該商店之訂單之一數目。 The information providing method of the service server as in claim 1, wherein the target includes a number of orders of the store to be increased within a time frame. 如請求項6之該服務伺服器之資訊提供方法,其中基於該商店之該預算及行銷歷史來判定該時框。 The information providing method of the service server as in claim 6, wherein the time frame is determined based on the budget and marketing history of the store. 如請求項1之該服務伺服器之資訊提供方法,其中該目標包括該商店之每訂單之一平均金額。 The information providing method of the service server as in claim 1, wherein the target includes an average amount per order of the store. 如請求項1之該服務伺服器之資訊提供方法,其中關於該商店之該資訊包括關於該商店之銷售特性、該商店之訂單歷史及該商店之行銷歷史之至少一者之資訊。 The information providing method of the service server as in claim 1, wherein the information about the store includes information about at least one of the sales characteristics of the store, the order history of the store, and the marketing history of the store. 一種經組態以提供資訊之服務伺服器,其包括:一收發器,其經組態以發送資訊至另一裝置及接收來自另一裝置之資訊;及一處理器,其經組態以:控制該收發器;自一使用者終端機獲得關於與一商店之行銷相關聯之一目標及一預算之資訊;識別關於該商店之資訊;基於關於該商店之該資訊,識別用於使用該預算實現該目標之一行銷解決方案;及向該使用者終端機提供該行銷解決方案,其中關於該商店之該資訊包括關於定位於距該商店一特定距離內之其他商店之一促銷之資訊,其中當該商店之訂單之一累積數目增加時,將該特定距離設定為較短。 A service server configured to provide information, comprising: a transceiver configured to send information to another device and receive information from another device; and a processor configured to: control the transceiver; obtain information about a goal and a budget associated with marketing of a store from a user terminal; identify information about the store; based on the information about the store, identify a marketing solution for achieving the goal using the budget; and provide the marketing solution to the user terminal, wherein the information about the store includes information about a promotion of other stores located within a specific distance from the store, wherein when a cumulative number of orders for the store increases, the specific distance is set to be shorter. 一種非暫時性電腦可讀記錄媒體,其包括:一媒體,其經組態以儲存電腦可讀指令,其中該等電腦可讀指令在藉由一處理器執行時,引起該處理器:自一使用者終端機獲得關於與一商店之行銷相關聯之一目標及一預算之資訊;識別關於該商店之資訊;基於關於該商店之該資訊,識別用於使用該預算實現該目標之一行銷解決方案;及向該使用者終端機提供該行銷解決方案,其中關於該商店之該資訊包括關於定位於距該商店一特定距離內之其他商店之一促銷之資訊, 其中當該商店之訂單之一累積數目增加時,將該特定距離設定為較短。 A non-transitory computer-readable recording medium, comprising: a medium configured to store computer-readable instructions, wherein the computer-readable instructions, when executed by a processor, cause the processor to: obtain information about a goal and a budget associated with marketing of a store from a user terminal; identify information about the store; based on the information about the store, identify a marketing solution for achieving the goal using the budget; and provide the marketing solution to the user terminal, wherein the information about the store includes information about a promotion of other stores located within a specific distance from the store, wherein when a cumulative number of orders for the store increases, the specific distance is set to be shorter.
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US9159073B2 (en) 2005-07-29 2015-10-13 Yahoo! Inc. System and method for advertisement management

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* Cited by examiner, † Cited by third party
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US9159073B2 (en) 2005-07-29 2015-10-13 Yahoo! Inc. System and method for advertisement management

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