KR102516050B1 - Apparatus and method for providing monitoring and management of process for planning, manufacturing, marketing and distribution for cosmetic - Google Patents

Abstract

The present invention relates to a device and a method for providing a monitoring and management platform service for the process of planning, manufacturing, marketing, and distributing cosmetics. The electronic device according to an embodiment of the present invention comprises: a memory; and a processor connected to the memory. The processor can receive, from an operator terminal, a cosmetics plan based on the cosmetics idea information of a user; transmit the cosmetics plan to a user terminal used by the user; generate scheduling information corresponding to the manufacture, marketing, and distribution of cosmetics based on determination or not corresponding to the cosmetics plan from the user terminal; receive progress information corresponding to the scheduling information from the operator terminal; generate the progress of the scheduling information based on the progress information; and transmit the progress to the user terminal.

Description

Cosmetics planning, manufacturing, marketing and distribution process monitoring and management platform service provision device and method

The present invention relates to a cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing device and method.

Unless otherwise indicated herein, material described in this section is not prior art to the claims in this application, and inclusion in this section is not an admission that it is prior art.

Conventionally, in planning and developing cosmetics, capital power such as experiments was required, so it was difficult for individuals or small businesses with small capital to enter, and it was also difficult for individuals or small businesses to directly develop marketing and distribution lines. .

Accordingly, the present invention intends to propose a platform capable of overall monitoring and management of planning, manufacturing, marketing, and distribution of cosmetics by individuals and small businesses with ideas about cosmetics.

Korean Patent Registration No. 10-2423402 (2022.07.18.)

One embodiment of the present invention is to provide a cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing device and method.

The technical problems to be achieved in the present invention are not limited to the technical problems mentioned above, and other technical problems not mentioned will be clearly understood by those skilled in the art from the description below. You will be able to.

In order to achieve the above object, an electronic device according to an embodiment of the present invention includes a memory and a processor connected to the memory, and the processor includes a cosmetic plan based on user's cosmetic idea information. is received from the operator terminal, transmitted to the user terminal used by the user, and based on whether or not the user terminal determines whether to correspond to the cosmetic plan, scheduling information corresponding to manufacturing, marketing, and distribution of cosmetics is generated, It may receive progress information corresponding to the scheduling information from the operator terminal, generate a progress of the scheduling information based on the progress information, and transmit the progress to the user terminal.

At this time, the cosmetic idea information may include information about cosmetic ingredients, cosmetic materials, cosmetic effects, and cosmetic types.

At this time, the cosmetic planning plan may include information about manufacturing factories, manufacturing quantities, marketing methods, marketing budgets, distribution lines, and distribution line establishment budgets.

At this time, the processor generates first scheduling information corresponding to a manufacturing schedule based on the manufacturing plant and the manufacturing quantity included in the cosmetic plan, and determines the marketing schedule based on the marketing method and the marketing budget. generating corresponding second scheduling information, generating third scheduling information corresponding to a distribution line construction schedule based on the distribution line and the distribution line construction budget, and generating the first scheduling information, the second scheduling information and the The scheduling information may be generated based on the third scheduling information.

At this time, the processor generates a progress chart corresponding to the first scheduling information, the second scheduling information, and the third scheduling information, respectively, based on the progress information, and the progress chart within a preset critical delay period If is less than a predetermined threshold progress, it is possible to generate progress delay information and transmit it to the user terminal and the operator terminal.

At this time, the processor, if the progress within the critical delay period is less than or equal to the threshold progress, the cosmetic component, the cosmetic material, and the cosmetics among all users using the platform performed by the electronic device at the current time. A first group of identical types is created, a first threshold progress is generated based on the average progress of users included in the first group, and the cosmetic component, the cosmetic material, and the cosmetics are selected from among all users. A second group matching only some of the types is generated, a second threshold progress is generated based on the average progress of users included in the second group, and the cosmetic component, the cosmetic material, and the cosmetics are selected from among all users. A third group in which all types do not match is generated, a third threshold progress is generated based on the average progress of users included in the third group, and the progress within the threshold delay period is determined by the first When the threshold progress is exceeded, the progress delay information corresponding to no delay is generated, and the progress within the threshold delay period is less than the first threshold progress and exceeds the second threshold progress. , The progress delay information corresponding to the extraction recommendation of the factor affecting the progress delay is generated for each of the cosmetic component, the cosmetic material type, and the cosmetic type, and the progress degree within the critical delay period is the first threshold When the progress is less than the second threshold and exceeds the third threshold, the progress delay information corresponding to being delayed is generated, and the progress within the threshold delay period is the first threshold. When the progress is less than the second threshold progress and the third threshold progress, the progress delay information corresponding to the missing progress may be generated.

At this time, the processor compares the reception period of the progress progress information with a preset threshold reception period when the progress delay information corresponds to progress miss, and when the reception period exceeds the threshold reception period, the processor Information corresponding to a slow reception period may be further included in the progress delay information, and when the reception period is less than or equal to the threshold reception period, the progress delay information may be modified to indicate delay.

As such, according to one embodiment of the present invention, it is possible to provide a device and method for monitoring and managing platform services for cosmetics planning, manufacturing, marketing and distribution processes.

The effects obtainable in the present invention are not limited to the effects mentioned above, and other effects not mentioned can be clearly understood by those skilled in the art from the description below. will be.

Also other aspects as described above, features and benefits of certain preferred embodiments of the present invention will become more apparent from the following description taken in conjunction with the accompanying drawings.
1 is a conceptual diagram of a cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing device according to an embodiment of the present invention.
2 is a block diagram of an electronic device according to an embodiment of the present invention.
3 is a diagram illustrating a process of generating progress delay information according to an embodiment of the present invention.
4 is a diagram illustrating a process of differently generating progress delay information according to an embodiment of the present invention.
5 is a diagram illustrating a process of determining a reception period according to an embodiment of the present invention.
6 is a flowchart of a method for monitoring cosmetics planning, manufacturing, marketing and distribution processes and providing management platform services according to an embodiment of the present invention.
It should be noted that throughout the drawings, like reference numbers are used to show the same or similar elements, features and structures.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings.

In describing the embodiments, descriptions of technical contents that are well known in the technical field to which the present invention pertains and are not directly related to the present invention will be omitted. This is to more clearly convey the gist of the present invention without obscuring it by omitting unnecessary description.

For the same reason, in the accompanying drawings, some components are exaggerated, omitted, or schematically illustrated. Also, the size of each component does not entirely reflect the actual size. In each figure, the same reference number is assigned to the same or corresponding component.

Advantages and features of the present invention, and methods for achieving them, will become clear with reference to the embodiments described below in detail in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but may be implemented in various different forms, and only the present embodiments make the disclosure of the present invention complete, and common knowledge in the art to which the present invention belongs It is provided to fully inform the holder of the scope of the invention, and the present invention is only defined by the scope of the claims. Like reference numbers designate like elements throughout the specification.

At this time, it will be understood that each block of the process flow chart diagrams and combinations of the flow chart diagrams can be performed by computer program instructions. These computer program instructions may be embodied in a processor of a general purpose computer, special purpose computer, or other programmable data processing equipment, so that the instructions executed by the processor of the computer or other programmable data processing equipment are described in the flowchart block(s). It creates means to perform functions. These computer program instructions may also be stored in a computer usable or computer readable memory that can be directed to a computer or other programmable data processing equipment to implement functionality in a particular way, such that the computer usable or computer readable memory The instructions stored in are also capable of producing an article of manufacture containing instruction means that perform the functions described in the flowchart block(s). The computer program instructions can also be loaded on a computer or other programmable data processing equipment, so that a series of operational steps are performed on the computer or other programmable data processing equipment to create a computer-executed process to generate computer or other programmable data processing equipment. Instructions for performing processing equipment may also provide steps for performing the functions described in the flowchart block(s).

Additionally, each block may represent a module, segment, or portion of code that includes one or more executable instructions for executing specified logical function(s). It should also be noted that in some alternative implementations it is possible for the functions mentioned in the blocks to occur out of order. For example, two blocks shown in succession may in fact be executed substantially concurrently, or the blocks may sometimes be executed in reverse order depending on their function.

At this time, the term '~unit' used in this embodiment means software or a hardware component such as a field-programmable gate array (FPGA) or application specific integrated circuit (ASIC), and what role does '~unit' have? perform them However, '~ part' is not limited to software or hardware. '~bu' may be configured to be in an addressable storage medium and may be configured to reproduce one or more processors. Therefore, as an example, '~unit' refers to components such as software components, object-oriented software components, class components, and task components, processes, functions, properties, and procedures. , subroutines, segments of program code, drivers, firmware, microcode, circuitry, data, databases, data structures, tables, arrays, and variables. Functions provided within components and '~units' may be combined into smaller numbers of components and '~units' or further separated into additional components and '~units'. In addition, components and '~units' may be implemented to play one or more CPUs in a device or a secure multimedia card.

In describing the embodiments of the present invention in detail, an example of a specific system will be the main target, but the main subject matter to be claimed in this specification extends the scope disclosed herein to other communication systems and services having a similar technical background. It can be applied within a range that does not deviate greatly, and this will be possible with the judgment of those skilled in the art.

1 is a conceptual diagram of a cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing device 100 according to an embodiment of the present invention.

Referring to FIG. 1 , in the cosmetic planning, manufacturing, marketing, and distribution process monitoring and management platform service providing device 100 according to an embodiment of the present invention, an operator proceeds with manufacturing, marketing, and distribution based on a user's cosmetic idea. However, it is possible to enable smooth monitoring and management by providing information on progress to the user.

Meanwhile, the cosmetic planning, manufacturing, marketing, and distribution process monitoring and management platform service providing device 100 may be referred to as 'electronic device 100' in the present invention.

At this time, the user terminal 200 and the operator terminal 300 are communicable desktop computers, laptop computers, notebooks, smart phones, tablet PCs, Mobile phone, smart watch, smart glass, e-book reader, portable multimedia player (PMP), portable game device, navigation device, digital camera, DMB (digital multimedia broadcasting) player, digital audio recorder, digital audio player, digital video recorder, digital video player, personal digital assistant (PDA), etc. can include

2 is a block diagram of an electronic device 100 according to an embodiment of the present invention.

An electronic device 100 according to an embodiment includes a processor 110 and a memory 120 . The processor 110 may perform at least one method described above. The memory 120 may store information related to the above method or store a program in which the above method is implemented. Memory 120 may be volatile memory or non-volatile memory. The memory 120 may be referred to as a 'database', a 'storage unit', or the like.

The processor 110 may execute a program and control the electronic device 100 . Program codes executed by the processor 110 may be stored in the memory 120 . The device 100 may be connected to an external device (eg, a personal computer or network) through an input/output device (not shown) and exchange data.

At this time, the processor 110 may receive a cosmetic plan based on the user's cosmetic idea information from the operator terminal 300 and transmit it to the user terminal 200 used by the user.

This is a service in which the operator acts as an agent for overall matters related to planning, manufacturing, marketing, and distribution of cosmetics. When a user provides basic ideas about cosmetics, the operator provides a plan containing manufacturing, marketing, and distribution plans accordingly.

At this time, the cosmetic idea information may include information about cosmetic ingredients, cosmetic materials, cosmetic effects, and cosmetic types.

At this time, the cosmetic planning plan may include information about manufacturing factories, manufacturing quantities, marketing methods, marketing budgets, distribution lines, and distribution line establishment budgets.

Through this, the user can check the way to materialize his idea and decide whether to proceed accordingly.

At this time, the processor 110 may generate scheduling information corresponding to manufacturing, marketing, and distribution of cosmetics based on whether or not the user terminal 200 has decided to correspond to the cosmetic plan.

In this case, the scheduling information may include information about a schedule and expected time to proceed in the future from the point in time at which it is decided to proceed with the cosmetic planning proposal.

For the manufacturing process of cosmetics, for example, scheduling a meeting with a factory that will manufacture cosmetics within 1 month, manufacturing a prototype within 2 months, manufacturing prototypes within 3 months, and manufacturing 10,000 units per month information can be generated.

As described above, scheduling information can be generated by dividing manufacturing, marketing, and distribution.

In more detail, the processor 110 may generate first scheduling information corresponding to a manufacturing schedule based on the manufacturing plant and the manufacturing quantity included in the cosmetic plan. In this case, a schedule for producing the manufacturing quantity according to the predetermined production capacity of the manufacturing plant, that is, the daily production quantity, may be generated as the first scheduling information.

Also, the processor 110 may generate second scheduling information corresponding to a marketing schedule based on the marketing method and the marketing budget.

At this time, the marketing method may include SNS, blogger, CPC advertisement, YouTube, etc., and the processor 110 sets the marketing period based on the marketing budget, and based on when and which marketing method to proceed A marketing schedule may be set, and second scheduling information may be generated based on the marketing schedule.

Also, the processor 110 may generate third scheduling information corresponding to a distribution line construction schedule based on the distribution line and the distribution line construction budget.

At this time, the distribution line may mean a route that can sell cosmetics such as SNS joint purchase, open market, offline store, etc., and the distribution line construction schedule is a schedule necessary to build the distribution line, for example, open It may be a schedule that chronologically organizes market account creation, product page creation, product sales start, and the like.

Also, the processor 110 may generate the scheduling information based on the first scheduling information, the second scheduling information, and the third scheduling information.

In addition, the processor 110 may receive progress information corresponding to the scheduling information from the operator terminal 300 . This is to allow the operator to self-update information on the current progress related to manufacturing, marketing, and distribution of cosmetics so that the user can immediately check the current progress.

At this time, the processor 110 may generate a progress of the scheduling information based on the progress information.

In this case, the degree of progress may be information about how much progress has been made when the scheduling information is 100%. For example, the progress may be set to 30%, 40%, and the like.

Also, as described above, the progress chart may be generated to correspond to the first scheduling information, the second scheduling information, and the third scheduling information based on the progress information.

In addition, the processor 110 may transmit the progress to the user terminal 200 .

3 is a diagram illustrating a process of generating progress delay information according to an embodiment of the present invention.

Referring to FIG. 3 , when the current progress is slow, it is preferable to inform the user that the current progress is slow and inform the operator that the current progress is slow, thereby inducing smooth progress.

To this end, the processor 110, when the progress within the preset critical delay period is equal to or less than the preset threshold progress, generates progress delay information and transmits it to the user terminal 200 and the operator terminal 300. can

In this case, the critical delay period may be arbitrarily set by an operator, and may be set to, for example, 1 month, 2 months, 3 months, and the like.

At this time, the threshold progress may be set based on the average value of the progress increased during the critical delay period based on the history of the previous progress.

However, it may be somewhat unreasonable to determine whether there is a delay simply based on the critical progress. This is because, for example, depending on the ingredients of the cosmetic, the import procedure may be long, and the production period may be long depending on the shape of the cosmetic.

Accordingly, it is desirable to consider the progress of the same or similar cosmetics by reflecting the ingredients, material, type, etc. of the cosmetics to be manufactured. In this regard, it will be described with reference to FIG. 4 .

4 is a diagram illustrating a process of differently generating progress delay information according to an embodiment of the present invention.

Referring to FIG. 4 , the processor 110, when the progress within the critical delay period is equal to or less than the threshold progress, selects among all users using the platform performed by the electronic device 100 at the present time. A first group in which the cosmetic ingredients, the cosmetic material, and the cosmetic type all match may be created, and a first threshold progress may be generated based on an average progress of users included in the first group.

First, a comparison is made with the threshold progress rate, and if it is slower than the threshold progress rate, comparison is made with the progress rate of the same or similar cosmetics.

In addition, the processor 110 generates a second group in which only some of the cosmetic ingredients, the cosmetic material, and the cosmetic type are matched among the total users, and based on the average progress of users included in the second group A second threshold progress may be generated.

In addition, the processor 110 generates a third group in which the cosmetic ingredients, the cosmetic material, and the cosmetic type do not all match among the total users, and based on the average progress of users included in the third group It is possible to generate a third critical progress.

At this time, the processor 110 may generate the progress delay information corresponding to no delay when the progress within the threshold delay period exceeds the first threshold progress. This is because the current progress is less than the threshold progress, but is not slowing down compared to the progress of the same cosmetics.

In addition, the processor 110, when the progress within the critical delay period is less than the first threshold progress and exceeds the second threshold progress, the cosmetic component, the cosmetic material type, and the cosmetic type, respectively. It is possible to generate the progress delay information corresponding to the extraction recommendation of the factor affecting the progress delay.

Through this, one embodiment of the present invention can estimate that there will be any factors that affect the delay in progress, and confirm which of the cosmetic ingredients, the cosmetic material type, and the cosmetic type is delaying the progress, and accordingly may lead to follow-up actions.

In addition, the processor 110 corresponds to being delayed when the progress within the threshold delay period is less than the first threshold progress and the second threshold progress and exceeds the third threshold progress. It is possible to generate the progress delay information.

This relates to a situation in which progress is currently delayed regardless of the cosmetic component, the cosmetic material, and the cosmetic type, and can induce the procedure to proceed by informing the user and operator that the progress is delayed.

In addition, the processor 110, when the progress within the critical delay period is equal to or less than the first threshold progress, the second threshold progress, and the third threshold progress, the progress delay corresponding to the missing progress information can be generated. This means that the current progress is very late, and it can be determined that the progress has been missed. Accordingly, it is possible to induce the user and the operator to continue the process by notifying the user and the operator that the process is missing.

However, even if it is primarily determined that the progress is omitted, a situation may occur in which the progress is not omitted, but only the progress of the procedure is delayed. This is because, for example, if progress information is received periodically from the operator terminal 300, it is difficult to view progress as being omitted. In this regard, it will be described later with reference to FIG. 5 .

5 is a diagram illustrating a process of determining a reception period according to an embodiment of the present invention.

Referring to FIG. 5, the processor 110 compares the reception period of the progress information with a preset threshold reception period, when the progress delay information corresponds to progress miss, and determines that the reception period is the threshold reception period. If it exceeds , information corresponding to the slowness of the reception period may be further included in the progress delay information.

At this time, the critical reception period may be set to an average reception period of progress information received from the operator terminal 300 .

Therefore, the processor 110 may determine that the possibility of missing progress is higher when the reception period is longer than the threshold reception period, and provide information about this to the user and operator to induce follow-up actions. can

In addition, the processor 110 may modify the progress delay information to be delayed when the reception period is less than or equal to the threshold reception period. This is to modify the progress delay information to be simply delayed because it is difficult to regard progress as being missed when the reception period is short.

6 is a flowchart of a method for monitoring cosmetics planning, manufacturing, marketing and distribution processes and providing management platform services according to an embodiment of the present invention.

Referring to FIG. 6, a method for monitoring cosmetics planning, manufacturing, marketing, and distribution processes and providing a management platform service according to an embodiment of the present invention receives a cosmetics planning plan based on user's cosmetics idea information from the operator terminal 300 , It can be transmitted to the user terminal 200 used by the user (S101).

In addition, the cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing method according to an embodiment of the present invention is based on whether or not the user terminal 200 determines corresponding to the cosmetic planning proposal, manufacturing of cosmetics, Scheduling information corresponding to marketing and distribution can be generated (S103).

In addition, the cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing method according to an embodiment of the present invention may receive progress information corresponding to the scheduling information from the operator terminal 300 (S105 ).

In addition, the method for monitoring cosmetic planning, manufacturing, marketing, and distribution processes and providing management platform services according to an embodiment of the present invention may generate a progress of the scheduling information based on the progress information (S107).

In addition, the cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing method according to an embodiment of the present invention may transmit the progress to the user terminal 200 (S109).

In addition, the cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing method according to an embodiment of the present invention is a cosmetic planning, manufacturing, marketing and distribution process monitoring and management platform service providing device disclosed in FIGS. 1 to 5 It may be configured the same as (100).

The embodiments described above may be implemented as hardware components, software components, and/or a combination of hardware components and software components. For example, the devices, methods, and components described in the embodiments may include, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate (FPGA). array), programmable logic units (PLUs), microprocessors, or any other device capable of executing and responding to instructions. A processing device may run an operating system (OS) and one or more software applications running on the operating system. A processing device may also access, store, manipulate, process, and generate data in response to execution of software. For convenience of understanding, there are cases in which one processing device is used, but those skilled in the art will understand that the processing device includes a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that it can include. For example, a processing device may include a plurality of processors or a processor and a controller. Other processing configurations are also possible, such as parallel processors.

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

Software may include a computer program, code, instructions, or a combination of one or more of the foregoing, which configures a processing device to operate as desired or processes independently or collectively. You can command the device. Software and/or data may be any tangible machine, component, physical device, virtual equipment, computer storage medium or device, intended to be interpreted by or provide instructions or data to a processing device. , or may be permanently or temporarily embodied in a transmitted signal wave. Software may be distributed on networked computer systems and stored or executed in a distributed manner. Software and data may be stored on one or more computer readable media.

As described above, although the embodiments have been described with limited drawings, those skilled in the art can apply various technical modifications and variations based on the above. For example, the described techniques may be performed in an order different from the method described, and/or components of the described system, structure, device, circuit, etc. may be combined or combined in a different form than the method described, or other components may be used. Or even if it is replaced or substituted by equivalents, appropriate results can be achieved.

Therefore, other implementations, other embodiments, and equivalents of the claims are within the scope of the following claims.

Claims (5)

In electronic devices,
memory; and
a processor connected to the memory; including,
The processor:
Receives a cosmetic plan based on the user's cosmetic idea information from the operator terminal, transmits it to the user terminal used by the user,
Generating scheduling information corresponding to manufacturing, marketing, and distribution of cosmetics based on whether or not the user terminal determines whether or not to correspond to the cosmetic planning proposal;
Receiving progress information corresponding to the scheduling information from the operator terminal;
Generating a progress of the scheduling information based on the progress information;
Transmitting the progress to the user terminal,
The cosmetic idea information includes information on cosmetic ingredients, cosmetic materials, cosmetic effects, and cosmetic types,
The cosmetic plan includes information on the manufacturing plant, manufacturing quantity, marketing method, marketing budget, distribution line and distribution line construction budget,
The processor:
Generating first scheduling information indicating a manufacturing schedule based on the manufacturing plant and the manufacturing quantity included in the cosmetic plan;
Based on the marketing method and the marketing budget, second scheduling information indicated in the marketing schedule is generated;
Generating third scheduling information indicating a distribution line construction schedule based on the distribution line and the distribution line construction budget;
generating the scheduling information based on the first scheduling information, the second scheduling information, and the third scheduling information;
The processor:
Based on the progress information, generating a progress diagram corresponding to the first scheduling information, the second scheduling information, and the third scheduling information, respectively;
When the progress within the preset critical delay period is less than or equal to the preset threshold progress, generating progress delay information and transmitting it to the user terminal and the operator terminal;
The processor, when the progress within the threshold delay period is less than or equal to the threshold progress:
At the present time, among all users using the platform performed by the electronic device, a first group in which the cosmetic ingredients, the cosmetic material, and the cosmetic type all match is generated, and the average progress of the users included in the first group Generating a first critical progress diagram based on the diagram;
Among the total users, a second group matching only some of the cosmetic ingredients, the cosmetic material, and the cosmetic type is created, and a second threshold progress is generated based on the average progress of users included in the second group,
Among the total users, a third group in which the cosmetic ingredients, the cosmetic material, and the cosmetic type do not all match is generated, and a third threshold progress is generated based on the average progress of users included in the third group, ,
The processor:
When the degree of progress within the threshold delay period exceeds the first threshold degree of progress, generating the progress delay information indicating that there is no delay;
When the degree of progression within the critical delay period is less than or equal to the first threshold degree of progression and exceeds the second threshold degree of progression, a factor affecting progress delay for each of the cosmetic ingredient, the cosmetic material type, and the cosmetic type Generating the progress delay information indicating that it is recommended to extract as
When the progress within the threshold delay period exceeds the third threshold progress while being less than the first threshold progress and the second threshold progress, generating the progress delay information indicating that there is a delay;
and when the progress within the threshold delay period is equal to or less than the first threshold progress, the second threshold progress, and the third threshold progress, generating the progress delay information indicating an omission of progress. Device.
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