KR102587724B1 - Interior provision system suitable for unmanned commercial space - Google Patents

Abstract

The present invention is an interior suitable for an unmanned commercial space, including an interior supplier terminal that customizedly proposes the arrangement of interior concepts, kiosks, advertisements, and photo taking locations in consideration of the characteristics and movements of consumers visiting the unmanned commercial space. It's about the delivery system.

Description

Interior provision system suitable for unmanned commercial space}

The present invention relates to an interior provision system suitable for unmanned commercial spaces. More specifically, the location of interior concepts, kiosks, advertisements, photo taking locations, etc. is customized in consideration of the characteristics and movements of consumers visiting unmanned commercial spaces. This is about an interior provision system suitable for the proposed unmanned commercial space.

In modern society, convenience facilities for convenience are being installed and operated throughout life in accordance with technological advancements, and a representative example is unmanned stores that are operated without permanent employees.

It is a new concept store where services can be used, and has the advantage of being able to reduce store operating costs such as employee labor costs or store rent required to maintain the store, or to operate the store in locations or times when it is difficult for employees to commute to work.

These unmanned stores do not require management personnel to reside in the store, so they can be operated in relatively small spaces. Thanks to trends such as COVID-19, unmanned ice cream shops, unmanned libraries, unmanned billiards rooms, and unmanned stationery stores are now available. It is a trend that is expanding into various fields, such as:

Meanwhile, the above-mentioned background technology is technical information that the inventor possessed for deriving the present invention or acquired in the process of deriving the present invention, and cannot necessarily be said to be known technology disclosed to the general public before filing the application for the present invention. .

Korean Patent No. 10-2477656

One aspect of the present invention provides an interior provision system suitable for an unmanned commercial space that customizedly proposes the locations of interior concepts, kiosks, advertisements, photo taking locations, etc., taking into account the characteristics and movements of consumers visiting the unmanned commercial space. do.

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

The system for providing an interior suitable for an unmanned commercial space according to an embodiment of the present invention proposes a customized arrangement of the interior concept, kiosk, advertisements, and photo taking location in consideration of the characteristics and movements of consumers visiting the unmanned commercial space. It includes an interior provider terminal that does.

The interior supplier terminal is,

A space partition unit that generates a two-dimensional or three-dimensional virtual model corresponding to an unmanned commercial space requiring interior design and partitions the space of the virtual model through a pre-trained artificial neural network; and

It includes an interior setting unit that arranges interior prop objects, including kiosks, advertisements, and photo locations, for each space defined in the virtual model.

If the unmanned commercial space is a food store,

The interior setting part,

A first representative point corresponding to the entrance door of the virtual model set by the space partition unit, a second representative point corresponding to the waiting space, a third representative point corresponding to the food pickup space, and a fourth representative point corresponding to the kiosk placement area. After setting and measuring the separation distance between the four set representative points,

The kiosk arrangement area is corrected based on the location of the feature point corresponding to the kiosk arrangement area so that Equation 1 and Equation 2 below are satisfied.

[Equation 1]

Here, d1 is the distance between the third representative point and the fourth representative point, a is the distance between the first representative point and the third representative point, b is the distance between the first representative point and the second representative point, and c is the second representative point. and the distance between the third representative point, cosA, is a trigonometric function with the first representative point as the vertex in the first representative triangle consisting of the first representative point, the second representative point, and the third representative point, and cosA is the first representative triangle. , it is a trigonometric function with the third representative point as the vertex.

[Equation 2]

Here, d2 is the distance between the first representative point and the fourth representative point, a is the distance between the first representative point and the third representative point, and d1 is the third representative point and the fourth representative point calculated by Equation 1 above. The distance between them, cosC, is a trigonometric function with the third representative point as the vertex in the second representative triangle consisting of the first representative point, the third representative point, and the fourth representative point.

According to one aspect of the present invention described above, an interior suitable for an unmanned commercial space that proposes customized locations of interior concepts, kiosks, advertisements, photo taking locations, etc., taking into account the characteristics and movements of consumers visiting the unmanned commercial space. Services can be provided.

Figure 1 is a diagram illustrating a schematic configuration of an interior provision system suitable for an unmanned commercial space according to an embodiment of the present invention.
FIG. 2 is a diagram illustrating the specific configuration of the interior supplier terminal shown in FIG. 1.
Figures 3 and 4 are diagrams showing a specific example of correcting the positions of interior accessories.

The detailed description of the present invention described below refers to the accompanying drawings, which show by way of example specific embodiments in which the present invention may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the invention. It should be understood that the various embodiments of the present invention are different from one another but are not necessarily mutually exclusive. For example, specific shapes, structures and characteristics described herein may be implemented in one embodiment without departing from the spirit and scope of the invention. Additionally, it should be understood that the location or arrangement of individual components within each disclosed embodiment may be changed without departing from the spirit and scope of the invention. Accordingly, the detailed description that follows is not intended to be taken in a limiting sense, and the scope of the invention is limited only by the appended claims, together with all equivalents to what those claims assert, if properly described. Similar reference numbers in the drawings refer to identical or similar functions across various aspects.

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

Figure 1 is a diagram illustrating a schematic configuration of an interior provision system suitable for an unmanned commercial space according to an embodiment of the present invention.

The system for providing an interior suitable for an unmanned commercial space according to an embodiment of the present invention customizes the location of interior concepts, kiosks, advertisements, photo taking locations, etc., taking into account the characteristics and movements of consumers visiting the unmanned commercial space. I can suggest.

To this end, the interior provision system suitable for an unmanned commercial space according to an embodiment of the present invention includes an interior design applicant terminal (1) and an interior supplier terminal (2).

The interior design applicant terminal (1) is an electronic device owned by the interior service consumer, capable of communicating with external devices by wire or wirelessly, and is capable of inputting, outputting and processing information, such as an electronic device such as a PC, laptop, tablet PC, smartphone, etc. It may be in the form.

The interior design consumer can use the interior design applicant terminal (1) to transmit information about the site (commercial space) where interior design or remodeling is to be performed to the interior design supplier terminal (2). For example, the interior design consumer can use the terminal 1 to transmit information such as the location (address) of the site where interior construction will be performed, actual measurement data, desired construction date, interior concept, etc. to the interior supplier terminal 2.

The interior supplier terminal (2) communicates with the interior design applicant terminal (1) and proposes customized locations for interior concepts, kiosks, advertisements, photo shoot locations, etc., taking into account the characteristics and movements of consumers visiting unmanned commercial spaces. .

Figure 2 is a diagram showing the specific configuration of this interior supplier terminal 2.

Specifically, the interior supplier terminal 2 includes a space partition unit 210 and an interior setting unit 220.

The space partition unit 210 creates a two-dimensional or three-dimensional virtual model corresponding to an unmanned commercial space requiring interior design, and partitions the space of the virtual model through a pre-trained artificial neural network.

The space partition unit 210 generates a 3D interior model in which interior objects including artificial flowers are arranged in a 3D virtual space based on interior request information received from a customer terminal seeking to receive interior construction services.

The space partition unit 210 is a region setting unit 210 that sets the overall size and partitioned area of the three-dimensional virtual space based on actual measurement data about the site where interior construction will be carried out, and a harmonious interior design based on a pre-trained artificial neural network. It includes a harmony arrangement determination unit 220 that determines where the object will be placed.

Figure 3 is a diagram showing an example of a three-dimensional virtual space in which each area is divided by the space partition unit 210. The area setting unit 210 creates a three-dimensional virtual space based on two-dimensional drawing information received from the customer terminal. This is an example of dividing three rooms in a virtual space. In the drawing, it is depicted as a 2D space for convenience, but in reality, it is preferable to understand it as a 3-dimensional space.

Meanwhile, the space partition unit 210 may partition the space to correspond to the interior desired information received from the interior applicant terminal 1 through a pre-trained artificial neural network.

Specifically, the space partition unit 210 inputs information about the target consumer's age, target consumer's gender, region, industry, business hours, etc. received from the interior applicant terminal 1 as input values of a pre-learned artificial neural network, Based on the output value of the neural network, the virtual model corresponding to the interior construction site is divided into multiple areas.

Here, the artificial neural network may be in the form of a deep neural network consisting of an input layer, a hidden layer, and an output layer, and the result value output to the output layer of this artificial neural network may be in the form of a specific 3D coordinate value existing in a 3D virtual space.

The interior setting unit 220 arranges interior prop objects, including kiosks, advertisements, and photo taking locations, for each space defined in the virtual model.

The interior setting unit 220 may determine the arrangement positions of interior objects in different ways depending on the industry of the unmanned commercial space.

For example, when the unmanned commercial space is a food store, the interior setting unit sets the first representative point (A) corresponding to the entrance door of the virtual model set by the space partition unit, as shown in FIG. 3, to the waiting space. Set the corresponding second representative point (B), the third representative point (C) corresponding to the food pickup space, and the fourth representative point (D) corresponding to the kiosk placement area, and set the separation distance between the four representative points. Measure.

At this time, d1, the distance between the third representative point and the fourth representative point, d2, the distance between the first representative point and the fourth representative point, and f, the distance between the second representative point and the fourth representative point, are not measured and are expressed in the following equation: Calculated using .

That is, the interior setting unit 220 sets the initial placement area of the kiosk set by the interior setting unit 220 based on the location of the feature point corresponding to the kiosk placement area such that Equation 1 and Equation 2 below are satisfied. Correct.

[Equation 1]

Here, d1 is the distance between the third representative point and the fourth representative point, a is the distance between the first representative point and the third representative point, b is the distance between the first representative point and the second representative point, and c is the second representative point. and the distance between the third representative point, f is the distance between the second representative point and the fourth representative point, cosA is the first representative point in the first representative triangle consisting of the first representative point, the second representative point, and the third representative point. The trigonometric function with as the vertex, cosC, is a trigonometric function with the third representative point as the vertex in the first representative triangle.

[Equation 2]

Here, d2 is the distance between the first representative point and the fourth representative point, a is the distance between the first representative point and the third representative point, and d1 is the third representative point and the fourth representative point calculated by Equation 1 above. The distance between them, cosC, is a trigonometric function with the third representative point as the vertex in the second representative triangle consisting of the first representative point, the third representative point, and the fourth representative point.

Thereafter, as shown in FIG. 4, the interior setting unit 220 creates a first circle with the third representative point C as the center and d1 calculated by Equation 1 as the radius. Additionally, the interior setting unit 220 creates a second circle with the first representative point (A) as the center and d2 calculated by Equation 2 as the radius.

The interior setting unit 220 extracts the intersection point where the first circle and the second circle intersect. In the embodiment shown in FIG. 4, two intersection points (D1, D2) are extracted. In this case, when a plurality of intersection points are extracted, the interior setting unit 220 determines the separation distance between the third feature point and the intersection points (D1, D2). The intersection point D2, which is included within a preset reference distance section (for example, 1 to 3 m), is determined as the final placement location of the kiosk.

In this way, the interior setting unit corrects the initial placement area of the kiosk set by the interior setting unit 220 using the above-mentioned equations, thereby providing the effect of determining a kiosk placement location optimized for the consumer's movement path.

Meanwhile, the interior setting unit 220 determines the placement position of the advertisement using Equation 3 below.

[Equation 3]

Here, Sn is the separation distance between the advertisements to be placed in the commercial space where the interior is to be constructed and the waiting space, and Ai is the average between the first advertisements and the waiting space among advertisements placed in other stores of the same type as the commercial space where the interior is to be constructed. The distance, Bi, is the average distance between the second advertisement located within a reference radius based on the first advertisement and the waiting space.

As such, the interior setting unit 220 according to the present invention uses the above-mentioned mathematical equations to determine the optimal location of interior concepts, kiosks, advertisements, photo taking locations, etc., considering the characteristics and movement lines of consumers visiting unmanned commercial spaces. can be customized.

As such, the technology according to the present invention may be implemented as an application or in the form of program instructions that can be executed through various computer components and recorded on a computer-readable recording medium. The computer-readable recording medium may include program instructions, data files, data structures, etc., singly or in combination.

The program instructions recorded on the computer-readable recording medium may be those specifically designed and configured for the present invention, or may be known and usable by those skilled in the computer software field.

Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tapes, optical recording media such as CD-ROMs and DVDs, and magneto-optical media such as floptical disks. media), and hardware devices specifically configured to store and perform program instructions, such as ROM, RAM, flash memory, etc.

Examples of program instructions include not only machine language code such as that created by a compiler, but also high-level language code that can be executed by a computer using an interpreter or the like. The hardware device may be configured to operate as one or more software modules to perform processing according to the invention and vice versa.

Although the above has been described with reference to embodiments, those skilled in the art will understand that various modifications and changes can be made to the present invention without departing from the spirit and space of the present invention as set forth in the following patent claims. You will be able to.

1: Interior applicant terminal
2: Interior provider terminal
210: space compartment
220: Interior settings unit

Claims (3)

An interior provision system suitable for unmanned commercial spaces, including an interior supplier terminal that provides customized placement of interior concepts, kiosks, advertisements, and photo locations, taking into account the characteristics and movement paths of consumers visiting unmanned commercial spaces. Because,
The interior supplier terminal is,
A space partition unit that generates a two-dimensional or three-dimensional virtual model corresponding to an unmanned commercial space requiring interior design and partitions the space of the virtual model through a pre-trained artificial neural network; and
It includes an interior setting unit that arranges interior prop objects, including kiosks, advertisements, and photography locations, for each space partitioned in the virtual model,
If the unmanned commercial space is a food store,
The interior setting part,
A first representative point corresponding to the entrance door of the virtual model set by the space partition unit, a second representative point corresponding to the waiting space, a third representative point corresponding to the food pickup space, and a fourth representative point corresponding to the kiosk placement area. After setting and measuring the separation distance between the four set representative points,
An interior provision system suitable for an unmanned commercial space that corrects the kiosk placement area based on the location of the feature point corresponding to the kiosk placement area so that Equation 1 and Equation 2 below are satisfied.

[Equation 1]

Here, d1 is the distance between the third representative point and the fourth representative point, a is the distance between the first representative point and the third representative point, b is the distance between the first representative point and the second representative point, and c is the second representative point. and the distance between the third representative point, f is the distance between the second representative point and the fourth representative point, cosA is the first representative point in the first representative triangle consisting of the first representative point, the second representative point, and the third representative point. The trigonometric function with as the vertex, cosC, is a trigonometric function with the third representative point as the vertex in the first representative triangle.

[Equation 2]

Here, d2 is the distance between the first representative point and the fourth representative point, a is the distance between the first representative point and the third representative point, and d1 is the third representative point and the fourth representative point calculated by Equation 1 above. The distance between them, cosC, is a trigonometric function with the third representative point as the vertex in the second representative triangle consisting of the first representative point, the third representative point, and the fourth representative point.

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