WO2023200059A1

WO2023200059A1 - ‌method for providing design recommendation and final proposal for product to be marketed and apparatus for therefor

Info

Publication number: WO2023200059A1
Application number: PCT/KR2022/016073
Authority: WO
Inventors: 최영호
Original assignee: 주식회사 샵팬픽
Priority date: 2022-04-12
Filing date: 2022-10-20
Publication date: 2023-10-19
Also published as: KR20230146345A

Abstract

The method for providing design recommendations and a final proposal for a product to be marketed and apparatus for therefor according to a preferred embodiment of the present invention can recommend the design of a product to be marketed and provide a final proposal therefor. As such, the present invention can systematically recommend, using artificial intelligence, multiple designs desired by a customer, and, comprehensively, even mock-ups can be provided for the selection made by the customer from among the recommended designs.

Description

Method for recommending designs and providing final drafts for products scheduled to be released, and devices for performing the same

The present invention relates to a method and a device for recommending a design for a product scheduled to be released and providing a final draft, and more specifically, to a method and device for recommending a design for a product scheduled to be released and providing a final draft for a product scheduled to be released. will be.

The design industry has many people working as freelancers, and the main designs of design companies are visual design at 33.96%, service/experience design at 19.87%, space design at 14.06%, and product design at 12.88%. The reality is that designers think that it is ‘essential but not a key element’ and ‘it is not used systematically.’

The actual on-site workforce situation only extends to employees, assistant managers, and assistant managers/managers among all designers. The majority are college graduates by education level and those in their 20s and 30s by age. The reason why it is difficult to recruit design personnel is because of 'wage and working hours, etc.' of job seekers. ‘Expectations do not meet expectations’ is the highest, making it very difficult to recruit design talent.

In this situation, not only are the various databases for the products to be manufactured not systematically stored, but also the various conditions required to implement designs suitable for various products, such as product characteristics, product size, and customer design tastes, are not systematically stored. Requesting or finding a design is very difficult.

There is a need to develop a system that reflects the technology that can be recommended for a systematic design that can overcome these difficulties and satisfy customers.

The purpose of the present invention is to provide a method for recommending a design for a product scheduled for release and providing a final draft for a product scheduled for release, and an apparatus for performing the same.

Other unspecified objects of the present invention can be additionally considered within the scope that can be easily inferred from the following detailed description and its effects.

The method for recommending designs and providing final drafts for products scheduled to be released according to a preferred embodiment of the present invention to achieve the above technical problem is to obtain artificial information based on keywords entered by users from a design database that stores design information for various products. Extracting N design candidates with a high matching degree using intelligence; Providing the N extracted design candidates to the user's user terminal; generating a mock-up design for one of the design candidates finally selected from the user terminal; and providing the generated mock-up design to the user terminal.

Here, the keyword entered by the user may include information about at least one of the type of product to be designed, desired design form, desired color, desired character, and desired size.

Here, the step of extracting the N design candidates may be performed by extracting the N design candidates with a high matching degree by considering the information included in the keyword entered by the user.

A device for recommending the design of a product to be released and providing a final draft according to a preferred embodiment of the present invention for achieving the above technical problem includes one or more devices for recommending the design of a product to be released and providing a final draft of the product to be released. memory to store programs; And one or more processors that perform operations to recommend the design of the product to be released and provide a final draft of the product to be released according to the one or more programs stored in the memory, wherein the processor performs operations for various products. From a design database that stores design information, N design candidates with a high matching degree are extracted using artificial intelligence based on the keywords entered by the user, and the extracted N design candidates are provided to the user's user terminal. , a mock-up design for one of the design candidates finally selected is generated from the user terminal, and the generated mock-up design is provided to the user terminal.

Here, the processor may extract N design candidates with a high matching degree by considering information included in the keyword input by the user.

According to a method for recommending a design and providing a final draft of a product scheduled to be released and a device for performing the same according to a preferred embodiment of the present invention, the design of a product scheduled to be released is recommended and the final draft of a product to be released is provided, thereby systematically providing the product desired by the customer. Multiple designs are recommended using artificial intelligence, and when a customer selects one of the recommended designs, even the corresponding mock-up can be provided all at once.

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

1 is a block diagram illustrating a device for recommending a design and providing a final draft for a product scheduled to be released according to a preferred embodiment of the present invention.

FIG. 2 is a block diagram for explaining the detailed configuration of a device for recommending a design and providing a final draft for a product scheduled to be released shown in FIG. 1 .

Figure 3 is a flowchart illustrating a method for recommending a design and providing a final draft for a product scheduled to be released according to a preferred embodiment of the present invention.

Figure 4 is a diagram for explaining an example of N design candidates according to a preferred embodiment of the present invention.

Figure 5 is a diagram for explaining an example of a mock-up design according to a preferred embodiment of the present invention.

Hereinafter, embodiments of the present invention will be described in detail with reference to the attached drawings. The advantages and features of the present invention and methods for achieving them will become clear by referring to the embodiments described in detail below along with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below and may be implemented in various different forms. The present embodiments are merely provided to ensure that the disclosure of the present invention is complete and to provide a general understanding of the technical field to which the present invention pertains. It is provided to fully inform those with knowledge of the scope of the invention, and the present invention is only defined by the scope of the claims. Like reference numerals refer to like elements throughout the specification.

Unless otherwise defined, all terms (including technical and scientific terms) used in this specification may be used with meanings that can be commonly understood by those skilled in the art to which the present invention pertains. Additionally, terms defined in commonly used dictionaries are not interpreted ideally or excessively unless clearly specifically defined.

In this specification, terms such as “first” and “second” are used to distinguish one component from another component, and the scope of rights should not be limited by these terms. For example, a first component may be named a second component, and similarly, the second component may also be named a first component.

In this specification, identification codes (e.g., a, b, c, etc.) for each step are used for convenience of explanation. The identification codes do not describe the order of each step, and each step is clearly ordered in a specific order in context. Unless specified, it may occur differently from the specified order. That is, each step may occur in the same order as specified, may be performed substantially simultaneously, or may be performed in the opposite order.

In this specification, expressions such as “have,” “may have,” “includes,” or “may include” indicate the presence of the corresponding feature (e.g., a numerical value, function, operation, or component such as a part). indicates, does not rule out the presence of additional features.

Hereinafter, with reference to the attached drawings, a preferred embodiment of a method for recommending a design and providing a final draft for a product scheduled to be released according to the present invention and a device for performing the same will be described in detail.

First, with reference to FIG. 1, a device for recommending a design and providing a final draft for a product scheduled to be released according to a preferred embodiment of the present invention will be described.

Referring to FIG. 1, a device 100 for recommending designs and providing final drafts for products scheduled to be released according to a preferred embodiment of the present invention (hereinafter referred to as 'device') is connected to a user terminal 200 through a communication network 300. In accordance with the request of the user terminal 200, the design of the product to be released can be recommended and the final draft of the product to be released can be provided.

Accordingly, the present invention systematically recommends a number of designs desired by the customer using artificial intelligence, and when the customer selects one of the recommended designs, even the corresponding mock-up can be provided all at once.

The user terminal 200 is an electronic device owned by a user, including not only a desktop computer, but also a laptop computer, a workstation, a palmtop computer, a tablet PC, a personal digital assistant (PDA), a web pad, and a smart phone. It can be a terminal equipped with a memory means and a microprocessor, such as a phone or mobile phone, and has computing power.

The communication network 300 may include a telephone network as well as a data communication network including a local area network (LAN), a metropolitan area network (MAN), a wide area network (WAN), and the Internet. It can be used regardless of whether it is wired or wireless, and it does not matter what communication method is used.

Then, with reference to FIG. 2, a device for recommending a design and providing a final draft for a product scheduled to be released according to a preferred embodiment of the present invention will be described in more detail.

Referring to FIG. 2 , device 100 may include one or more processors 110, a computer-readable storage medium 130, and a communication bus 150.

The processor 110 can control the device 100 to operate. For example, the processor 110 may execute one or more programs 131 stored in the computer-readable storage medium 130. One or more programs 131 may include one or more computer-executable instructions, which, when executed by the processor 110, enable the device 100 to recommend the design of a product to be released and to recommend a product to be released. It may be configured to perform an operation to provide a final draft.

The computer-readable storage medium 130 is configured to store computer-executable instructions, program code, program data, and/or other suitable forms of information for recommending the design of a product to be released and providing a final draft of the product to be released. . The program 131 stored in the computer-readable storage medium 130 includes a set of instructions executable by the processor 110. In one embodiment, computer-readable storage medium 130 includes memory (volatile memory, such as random access memory, non-volatile memory, or an appropriate combination thereof), one or more magnetic disk storage devices, optical disk storage devices, flash It may be memory devices, another form of storage medium that can be accessed by device 100 and store desired information, or a suitable combination thereof.

Communication bus 150 interconnects various other components of device 100, including processor 110 and computer-readable storage medium 130.

Device 100 may also include one or more input/output interfaces 170 and one or more communication interfaces 190 that provide an interface for one or more input/output devices. The input/output interface 170 and communication interface 190 are connected to the communication bus 150. Input/output devices (not shown) may be connected to other components of device 100 through input/output interface 170.

Next, a method for recommending a design and providing a final draft for a product scheduled to be released according to a preferred embodiment of the present invention will be described with reference to FIGS. 3 to 5.

Figure 3 is a flowchart for explaining a method for recommending designs and providing final drafts for products scheduled to be released according to a preferred embodiment of the present invention, and Figure 4 is a diagram for explaining an example of N design candidates according to a preferred embodiment of the present invention. 5 is a diagram for explaining an example of a mock-up design according to a preferred embodiment of the present invention.

Referring to FIG. 3, the processor 110 of the device 100 may extract N design candidates using artificial intelligence based on keywords input by the user (S110).

That is, the processor 100 selects a design candidate group with a high matching degree N using artificial intelligence based on keywords entered by the user through the user terminal 200 from the design database stored in the computer-readable storage medium 130. Dogs can be extracted.

Here, the design database can store design information for various products. For example, a design database can store information grouped based on various categories that can divide designs, such as by product, color, user preference, etc.

Additionally, the keyword entered by the user may include information about at least one of the type of product to be designed, desired design form, desired color, desired character, and desired size.

Additionally, the degree of matching may be a value derived by assigning various variables and weights to each variable.

At this time, the processor 110 may extract N design candidates with a high matching degree by considering the information included in the keyword entered by the user.

In more detail, the processor 110 can obtain a plurality of design candidates based on keywords input by the user using an artificial intelligence-based design extraction model that has been learned and built in advance.

Here, the artificial intelligence-based design extraction model takes keywords as input and can output a preset number of design candidates based on the input keywords.

Additionally, an artificial intelligence-based design extraction model can be built by learning in advance using learning data consisting of keywords and recommended designs corresponding to them.

Then, the processor 110 may provide N extracted design candidates to the user's user terminal 200 (S120).

For example, the processor 110 may provide the user terminal 200 with a group of design candidates extracted based on keywords input by the user, as shown in FIG. 4 .

Then, the processor 110 may generate a mock-up design for one of the design candidates finally selected from the user terminal 200 (S130).

At this time, the processor 110 may update the artificial intelligence-based design extraction model based on the keyword entered by the user and the design candidate group finally selected by the user. Accordingly, the artificial intelligence-based design extraction model can be cumulatively upgraded through the results of the iterative recommendation process, improving the performance of the artificial intelligence-based design extraction model.

Afterwards, the processor 110 may provide the generated mock-up design to the user terminal 200 (S140).

For example, the processor 110 may provide the user terminal 200 with a 3D mock-up design generated based on the design candidates selected by the user, as shown in FIG. 5 .

Operations according to the present embodiments may be implemented in the form of program instructions that can be performed through various computer means and recorded on a computer-readable storage medium. A computer-readable storage medium refers to any medium that participates in providing instructions to a processor for execution. A computer-readable storage medium may include program instructions, data files, data structures, or combinations thereof. For example, there may be magnetic media, optical recording media, memory, etc. A computer program may be distributed over networked computer systems so that computer-readable code can be stored and executed in a distributed manner. Functional programs, codes, and code segments for implementing this embodiment can be easily deduced by programmers in the technical field to which this embodiment belongs.

These embodiments are intended to explain the technical idea of the present embodiment, and the scope of the technical idea of the present embodiment is not limited by these examples. The scope of protection of this embodiment should be interpreted in accordance with the claims below, and all technical ideas within the equivalent scope should be interpreted as being included in the scope of rights of this embodiment.

< Explanation of symbols >

100: Device for providing design recommendations and final drafts for products scheduled to be released,

110: processor,

130: computer-readable storage medium,

131: program,

150: communication bus,

170: input/output interface,

190: communication interface,

200: user terminal

Claims

Extracting N design candidates with a high degree of matching using artificial intelligence based on keywords entered by the user from a design database that stores design information for various products;

Providing the N extracted design candidates to the user's user terminal;

generating a mock-up design for one of the design candidates finally selected from the user terminal; and

Providing the generated mock-up design to the user terminal;

How to provide design recommendations and final drafts for products scheduled to be released, including:
In paragraph 1:

The keyword entered by the user is,

Containing information about at least one of the type of product you want to design, the desired design shape, the desired color, the desired character, and the desired size,

How to recommend designs and provide final drafts for products scheduled to be released.
In paragraph 2,

The N design candidate extraction step is,

This consists of extracting the N design candidates with a high matching degree by considering the information contained in the keyword entered by the user,

How to recommend designs and provide final drafts for products scheduled to be released.
a memory storing one or more programs for recommending the design of a product to be released and providing a final draft of the product to be released; and

one or more processors that perform operations to recommend a design of the product to be released and provide a final draft of the product to be released according to the one or more programs stored in the memory;

Includes,

The processor,

From the design database that stores design information for various products, N design candidates with a high matching degree are extracted using artificial intelligence based on the keywords entered by the user.

Provide the N extracted design candidates to the user's user terminal,

Generating a mock-up design for one of the design candidates finally selected from the user terminal,

Providing the generated mock-up design to the user terminal,

A device that provides design recommendations and final drafts for products scheduled to be released.
In paragraph 4,

The keyword entered by the user is,

Containing information about at least one of the type of product you want to design, the desired design shape, the desired color, the desired character, and the desired size,

A device that provides design recommendations and final drafts for products scheduled to be released.
In paragraph 5,

The processor,

Extracting the N design candidates with a high matching degree by considering the information contained in the keyword entered by the user,

A device that provides design recommendations and final drafts for products scheduled to be released.