JP2023095061A - Information processing device, information processing method and program - Google Patents

Abstract

To provide an information processing device, an information processing method and a program for presenting a combination of a kimono and a wearing article suitable for a user.SOLUTION: An information processing device 1 includes an identification part 131 for identifying a user's personal color by acquiring information of identifying a personal color showing color suitable for the user, a storage part 12 for storing score information of scores representing good compatibility of each of combinations of a plurality of wearing methods of a plurality of kimonos and a plurality of wearing articles worn together with the kimonos to each of the plurality of personal colors, a selection part 132 for selecting a combination having a relatively high score associated with the personal color identified by the identification part 131 from among the plurality of combinations with reference to the score information, and an output part 133 for outputting combination information showing the combination selected by the selection part 132.SELECTED DRAWING: Figure 2

Description

The present invention relates to an information processing device, an information processing method, and a program.

2. Description of the Related Art Conventionally, there is known a system that proposes fashion coordination, which is a combination of clothes, accessories, and the like (see, for example, Patent Document 1).

Japanese Patent Application Laid-Open No. 2002-215770

Among clothes, kimono is worn in combination with attachments such as obi, obi tie, obiage, and half-collar. Since there are various combinations of kimonos and accessories, there has been a problem that it is difficult for users to combine kimonos and accessories that suit them.

Accordingly, the present invention has been made in view of these points, and it is an object of the present invention to present a combination of a kimono and accessories that suit the user.

An information processing apparatus according to a first aspect of the present invention includes a specifying unit that specifies a user's personal color by acquiring information for specifying a personal color that indicates a color that suits the user, a plurality of kimonos, a storage unit for storing score information indicating a score representing compatibility with each of a plurality of personal colors of each of a plurality of combinations of dressings that can be taken by a plurality of attachments to be worn with the kimono; A selection unit for selecting, from among the plurality of combinations, a combination having a relatively high score associated with the personal color identified by the identification unit, and the combination selected by the selection unit. and an output unit for outputting combination information.

The selecting unit selects a kimono by receiving selection of at least one of the plurality of kimonos from the user, and selects the kimono specified by the specifying unit from among the plurality of combinations including the selected kimono. Said combinations having relatively high scores associated with personal colors may be selected.

The score information includes type information indicating a type of preference possessed by each of the plurality of combinations, and the selection unit receives the type of preference from the user to select and select the type of preference. A combination having a relatively high score associated with the personal color specified by the specifying unit may be selected from the combinations having the type of preference.

The score information includes kimono identification information for identifying the kimono included in the combination and a plurality of attachment item identification information for identifying each of the plurality of attachment items included in the combination, the score corresponding to each of the plurality of personal colors is associated, and the selection unit is associated with each of the kimono identification information corresponding to the combination and the plurality of attachment item identification information. A plurality of scores corresponding to the personal colors specified by the specifying unit may be totaled, and the combination having a relatively high total score may be selected.

The output unit may output combination information indicating the combination selected by the selection unit and a score of the combination corresponding to the personal color specified by the specification unit.

The information processing device accepts from the user a change of at least a part of the kimono and the plurality of accessories included in the combination indicated by the combination information output by the output unit, thereby a calculation unit that calculates a post-change score, which is a score corresponding to the combination in which at least part of the attachment is changed, and at least part of the kimono and the plurality of attachments is changed; The post-change score calculated by the calculation unit may be output.

The information processing device, based on the relationship between the color of the kimono indicated by the kimono identification information and the color of the attachment indicated by the attachment identification information, and the colors indicated by the plurality of personal colors, a determination unit that determines a score corresponding to each of the plurality of personal colors of the wearable item; the kimono identification information corresponding to the kimono included in the combination; and a plurality of wearable item identifications corresponding to the plurality of wearable items. a storage control unit configured to store, in the storage unit, the score information associated with the score determined by the determination unit corresponding to each of the plurality of personal colors, with respect to each of the information. .

An information processing method according to a second aspect of the present invention includes a step, executed by a computer, of identifying a user's personal color by acquiring information for identifying a personal color that indicates a color that suits the user; With reference to the score information indicating the score representing the compatibility with each of the plurality of personal colors of each of the plurality of dressing combinations that can be taken by the kimono and the plurality of accessories worn with the kimono, The step of selecting, from among the combinations, a combination having a relatively high score associated with the identified personal color, and the step of outputting combination information indicating the selected combination.

A program according to a third aspect of the present invention comprises a computer, a specifying unit for specifying a user's personal color by acquiring information for specifying a personal color indicating a color that suits the user, a plurality of kimonos; By referring to the score information indicating the score representing the compatibility with each of the plurality of personal colors of each of the plurality of dressing combinations that can be taken by the plurality of accessories to be worn with the kimono, and selecting among the plurality of combinations. , a selection unit that selects the combination having a relatively high score associated with the personal color identified by the identification unit, and an output unit that outputs combination information indicating the combination selected by the selection unit. make it work.

ADVANTAGE OF THE INVENTION According to this invention, it is effective in being able to show the combination of the kimono and accessories which suit a user.

It is a figure explaining the outline of the information processor concerning a 1st embodiment. 1 is a diagram showing the configuration of an information processing apparatus according to a first embodiment; FIG. It is a figure which shows an example of score information. It is a figure which shows an example of a coordination screen. 4 is a flow chart showing the flow of processing in the information processing apparatus 1 according to the first embodiment; It is a figure which shows the structure of the information processing apparatus which concerns on 2nd Embodiment. It is a figure explaining the score of the kimono which concerns on 3rd Embodiment.

<First embodiment>
[Overview of information processing device]
FIG. 1 is a diagram illustrating an outline of an information processing device 1 according to the first embodiment. The information processing device 1 presents to the user a combination of dressing including a kimono that suits the user and a plurality of attachments to be worn with the kimono, based on a personal color that indicates a color that suits the user. It is a computer that accepts rentals. In the present embodiment, the kimono is assumed to be a combination of the upper garment, the edge-folded portion, and the lower garment, but the present invention is not limited to this. A kimono consists of multiple parts, such as a three-part kimono consisting of three parts: a top, a folded part, and a bottom, or a two-part kimono consisting of two parts, a top and a bottom. It may be

As shown in FIG. 1, the information processing apparatus 1 acquires identification information for identifying the user's personal color from the user terminal 2 used by the user ((1) in FIG. 1). The information processing device 1 identifies the user's personal color based on the acquired identification information ((2) in FIG. 1). A personal color is, for example, a color type that can be identified based on the user's skin, eye, and hair color, and corresponds to four seasons: spring, summer, autumn, and winter. The information processing apparatus 1 specifies the user's personal color as one of spring color, summer color, autumn color, and winter color.

The information processing device 1 stores score information indicating the score representing the compatibility of each of a plurality of combinations of dressings that can be taken by a plurality of kimonos and a plurality of attachments with each of a plurality of personal colors. The information processing apparatus 1 refers to the score information, and selects a combination with a relatively high score associated with the specified personal color from among the plurality of combinations of dressing ((3) in FIG. 1).

The information processing device 1 outputs combination information indicating the selected combination of dressing ((4) in FIG. 1). After that, if the user likes the selected combination of dressing, the information processing apparatus 1 accepts rental of the selected combination of dressing from the user terminal 2 ((5) in FIG. 1). In this way, the information processing apparatus 1 presents a combination of kimono and accessories that suit the user, and assists the user in selecting a combination of kimono and accessories to be rented. can.

[Configuration example of information processing device 1]
Next, the configuration of the information processing device 1 will be described. FIG. 2 is a diagram showing the configuration of the information processing device 1 according to the first embodiment. The information processing device 1 has a communication section 11 , a storage section 12 and a control section 13 . Control unit 13 includes specifying unit 131 , selecting unit 132 , output unit 133 , calculating unit 134 , and receiving unit 135 .

The communication unit 11 is a communication interface for transmitting and receiving data to and from an external device such as the user terminal 2 via a network such as the Internet.
The storage unit 12 is, for example, a ROM (Read Only Memory) and a RAM (Random Access Memory). The storage unit 12 stores various programs for causing the information processing device 1 to function. For example, the storage unit 12 stores a program that causes the control unit 13 of the information processing device 1 to function as the identification unit 131 , the selection unit 132 , the output unit 133 , the calculation unit 134 and the reception unit 135 .

In addition, the storage unit 12 stores score information indicating a score representing the compatibility with each of the plurality of personal colors of each of the plurality of combinations of dressings that can be taken by the plurality of kimonos and the plurality of attachments worn together with the kimonos. memorize

FIG. 3 is a diagram showing an example of score information. As shown in FIG. 3, the score information includes a kimono ID as kimono identification information for identifying the kimono included in the combination of dressing, and a plurality of pieces for identifying each of the plurality of accessories included in the combination of dressing. It is information in which a score corresponding to each of a plurality of personal colors is associated with each attachment item ID as attachment item identification information. Here, the plurality of attachments worn together with the kimono are, for example, a half-collar, an obi, an obijime, and an obiage. Also, the score information is generated by manual input, for example.

Further, as shown in FIG. 3, the score information includes a combination ID for identifying a combination of dressings, and type information indicating the type of preference possessed by the combination of dressings. The taste types include, for example, types such as "youthful", "chic", and "elegant". In the example shown in FIG. 3, one style of dressing is associated with one style of dressing. Further, the type of taste of the combination of dressing may include the type of pattern (design) such as flowers and patterns shown on the kimono and accessories.

Note that in the example shown in FIG. 3, the score information is a single table containing a combination ID for identifying a combination of dressings and type information indicating the type of preference possessed by the combination of dressings, but is not limited to this. do not have. The score information includes a combination table that associates a combination ID, a kimono ID corresponding to the combination, a plurality of attachment IDs, and a preference type, and a plurality of personal colors for each of the kimono ID and the plurality of attachment IDs. It may be configured by a score table that associates scores corresponding to each.

In addition, when a kimono is composed of multiple parts such as a three-part kimono, a score is assigned to each of the multiple parts, and the score of the kimono is calculated by summing the scores of the multiple parts. can be In this case, if the combination of parts of the three-piece kimono is different from the expected combination of parts, the scores of the multiple parts are totaled so that the score is lower than the expected combination of parts. The calculated kimono score may be corrected.

Further, the storage unit 12 associates and stores the kimono ID of each of the plurality of kimonos, the image of the kimono, and the rental price of the kimono. The storage unit 12 associates and stores the wearable item ID of each of the plurality of wearable items, the image of the wearable item, and the rental price of the accessory.

The control unit 13 is, for example, a CPU (Central Processing Unit). The control unit 13 controls functions related to the information processing device 1 by executing various programs stored in the storage unit 12 . The control unit 13 functions as an identification unit 131 , a selection unit 132 , an output unit 133 , a calculation unit 134 and a reception unit 135 by executing programs stored in the storage unit 12 .

The identifying unit 131 identifies the user's personal color by acquiring identification information for identifying a personal color that indicates a color that suits the user. For example, the specifying unit 131 causes the user terminal 2 to display a selection screen for selecting a personal color. The user terminal 2 displays the selection screen on its own display unit and accepts selection of a personal color from the user. Upon receiving the selection of the personal color, the user terminal 2 transmits information indicating the selected personal color to the information processing apparatus 1 as identification information. When acquiring the information for specification from the user terminal 2, the specifying unit 131 specifies the personal color indicated by the information for specification as the user's personal color.

Although the specifying unit 131 acquires information indicating the personal color selected by the user as the specifying information, the specifying unit 131 is not limited to this. For example, the specifying unit 131 may acquire a captured image of the user's face as the specifying information. In this case, the identifying unit 131 may analyze the captured image and identify the user's skin color, eye color, and hair color. Then, the specifying unit 131 may specify the user's personal color based on the specified skin color, eye color, and hair color.

The selection unit 132 refers to the score information, and selects a combination of dressings with a relatively high score associated with the personal color specified by the specifying unit 131 from a plurality of combinations of dressings. Specifically, the selection unit 132 sums up a plurality of scores corresponding to the personal colors identified by the identification unit 131, which are associated with the kimono ID and the plurality of wearing article IDs corresponding to the combination of dressing. , to select combinations with relatively high total scores.

For example, when the user's personal color is identified as spring color, the selection unit 132 sums the scores corresponding to spring color associated with each of the kimono ID and the plurality of wearable article IDs in the score information. Select combinations with relatively high scores. When the specified personal color is spring color, the selection unit 132 selects, for example, the spring color kimono score corresponding to the kimono ID “K001” associated with the combination ID “C0001” shown in FIG. ”, the spring color band score corresponding to the band ID “OB001”, the spring color band score corresponding to the band ID “OJ002”, and the spring band score corresponding to the band ID “OA004”. , the score of the dressing combination corresponding to the combination ID "C0001" is calculated. In this embodiment, the selection unit 132 selects one combination with the highest total score, but is not limited to this, and may select a plurality of combinations with relatively high total scores.

Although the selection unit 132 selects a combination of dressings with a relatively high score associated with the specified personal color from among all the combinations stored in the score information, the selection is not limited to this. The selection unit 132 may select a kimono by receiving a selection of at least one of the kimonos from the user. In this case, the selection unit 132, for example, transmits a selection screen that includes images of a plurality of kimonos and accepts selection of kimonos to the user terminal 2, and the user selects at least one of the kimonos from the plurality of kimonos. Select one or more kimonos by accepting.

Then, the selecting unit 132 refers to the score information, and selects a combination having a relatively high score associated with the personal color specified by the specifying unit 131 from a plurality of combinations including one or more selected kimonos. do. For example, the selection unit 132 selects a combination corresponding to any of the one or more selected kimonos by specifying the kimono ID corresponding to each of the one or more selected kimonos with reference to the score information.

The selection unit 132 totals the scores associated with the identified personal colors associated with the kimono IDs and wearable article IDs included in the selected combination. Then, the selection unit 132 selects a combination with a relatively high total score. By doing so, the information processing apparatus 1 can select a combination of dressing that suits the user, including the kimono selected by the user. Here, when the user selects a plurality of kimonos, the selection unit 132 may select a combination with a relatively high total score for each of the plurality of kimonos.

Alternatively, the selection unit 132 may select the type of preference by receiving the type of preference from the user. In this case, the selection unit 132 displays a selection screen for accepting selection of one or more taste types from among a plurality of taste types, for example, “youthful”, “chic”, and “elegant”. to select the type of preference by receiving the selection of the type of preference from the user.

Then, the selecting unit 132 refers to the score information, and selects a combination having a relatively high score associated with the personal color specified by the specifying unit 131 from among the combinations having the selected taste type. For example, the selection unit 132 refers to the score information and selects a combination corresponding to the selected preference type. The selection unit 132 sums the scores associated with the identified personal colors associated with the kimono IDs and wearable article IDs included in the selected combination, and determines that the total score is relatively high. Choose a combination. By doing so, the information processing apparatus 1 can select a combination of dressings that suit the user from among the combinations of dressings corresponding to the type of taste selected by the user.

A coefficient for weighting the score may be provided for each of the kimono and the plurality of accessories. For example, the coefficient for kimono may be set relatively high, and the coefficient for accessories may be set relatively low. Then, the selection unit 132 multiplies the scores of the kimono and accessories associated with the specified personal color by coefficients set for the kimono and accessories, respectively, and sums the values to calculate the score. You may By doing so, it is possible to strongly reflect the score of the kimono having a high degree of importance among the combinations of dressings on the score of the combination of dressings.

Also, a coefficient may be associated with the degree of matching between the type of preference associated with the combination ID and the type of preference selected by the user. In this case, the coefficient is set to 1 when the preference type associated with the combination ID and the preference type selected by the user match, and set to a value greater than 0 and less than 1 when they do not match. Keep Then, the selection unit 132 calculates the scores corresponding to all combinations of dressings, and adds the scores calculated for the combinations to the degree of matching between the type of preference corresponding to the combination and the type of preference selected by the user. Adjust the score by multiplying by the factor associated with . By doing so, when there are few combinations of dressings corresponding to the type of taste selected by the user, combinations of dressings suitable for the user, including combinations of dressings corresponding to the type of taste not selected by the user, can be obtained. can be selected.

The output unit 133 outputs combination information indicating the combination selected by the selection unit 132 . Specifically, the output unit 133 outputs combination information indicating the combination selected by the selection unit 132 and the score of the combination corresponding to the personal color specified by the specification unit 131 .

The combination information includes, for example, a try-on image corresponding to the combination of dressing selected by the selection unit 132, the kimono ID of the kimono that constitutes the combination, the wearable item ID of each of the plurality of wearable items, and the preference corresponding to the combination. and information indicating the type. First, when the selection unit 132 selects a combination of kimonos, the output unit 133 selects the images of the kimonos stored in the storage unit 12 in association with the kimono IDs of the kimonos that make up the combination, and the images of the kimonos that make up the combination. Images of a plurality of wearable items stored in the storage unit 12 in association with each of the wearable items are obtained, and these images are synthesized to generate a try-on image corresponding to the combination. Here, when the specifying unit 131 acquires a captured image of the user's face as the specifying information for specifying the personal color, the output unit 133 may synthesize the user's face image with the fitting image.

The output unit 133 identifies the type of preference corresponding to the selected combination. In addition, the output unit 133 outputs the rental prices of the kimonos stored in the storage unit 12 in association with the kimono IDs of the kimonos that make up the combination selected by the selection unit 132, and each of the plurality of wearable items that make up the combination. The rental price corresponding to the combination is calculated by obtaining the rental prices of the plurality of attachment items stored in the storage unit 12 in association with each other, and summing up these rental prices.

Then, the output unit 133 outputs the generated try-on image, the kimono ID and the plurality of attachment item IDs associated with the combination ID in the score information, and the score associated with the kimono ID and the plurality of attachment item IDs. A coordination screen including the total value, the type of preference, and the calculated rental price is generated, and the coordination screen is output to the user terminal 2 .

FIG. 4 is a diagram showing an example of a coordination screen. The coordination screen shown in FIG. 4 includes a fitting image P indicating the combination of dressings selected by the selection unit 132, the kimono IDs of the kimonos that make up the combination, the wearing item IDs of each of the plurality of wearing items, and the type of taste. is displayed. Moreover, it can be confirmed that the score corresponding to the combination of dressing selected by the selection unit 132 is displayed on the coordination screen illustrated in FIG. 4 .

Further, in FIG. 4, on the right side of the kimono ID and the plurality of wearing article IDs displayed on the coordination screen, a change button is provided for receiving a change of the kimono or wearing article. In addition, as shown in FIG. 4, the coordination screen is provided with a rental price for a combination of kimonos, a "rental reservation", and an acceptance button for accepting the rental of the combination.

The calculation unit 134 accepts from the user a change of at least a part of the kimono and the plurality of attachment items included in the combination indicated by the combination information output by the output unit 133, and thereby changes the kimono and the plurality of attachment items included in the combination. Change at least part of it. For example, the calculation unit 134 selects one of the change buttons provided to the right of the kimono ID and the plurality of attachment item IDs shown in FIG. A change screen for receiving a change of the kimono indicated by the corresponding kimono ID or the wearable item indicated by the wearable item ID is transmitted to the user terminal 2 and displayed. The calculation unit 134 changes at least part of the kimono and the plurality of accessories included in the selected combination by accepting changes to the kimono or accessories via the change screen.

The calculation unit 134 calculates a post-change score, which is a score corresponding to a combination in which at least a part of the kimono and the plurality of accessories are changed. For example, the calculation unit 134 refers to the score information, and calculates the score corresponding to the personal color specified by the specifying unit 131, which is associated with the kimono ID of the kimono and the wearing article ID of the wearing article corresponding to the combination after the change. A post-change score is calculated by totaling.

The output unit 133 outputs to the user terminal 2 a coordination screen including the post-change score calculated by the calculation unit 134 and the fitting image corresponding to the post-change combination. The output unit 133 stores the images of the kimonos stored in the storage unit 12 in association with the kimono IDs of the kimonos that make up the combination after the change, and the images of the kimonos that are stored in the storage unit 12 in association with each of the plurality of wearable items that make up the combination. A try-on image corresponding to the combination is generated by synthesizing the images of the plurality of wearing articles stored. Further, the output unit 133 may output information indicating whether or not the score corresponding to the combination after change is higher than the score corresponding to the combination before change. By doing so, the user can objectively grasp whether or not the combination after the change suits the user better than the combination before the change.

The reception unit 135 receives from the user terminal 2 a rental of kimono combinations included in the coordination screen output by the output unit 133 . For example, the reception unit 135 receives the rental of the kimono combination provided on the coordination screen via the reception button provided on the coordination screen.

[Processing Flow of Information Processing Apparatus 1]
Next, the flow of processing in the information processing device 1 will be described. FIG. 5 is a flow chart showing the flow of processing in the information processing apparatus 1 according to the first embodiment.

First, the specifying unit 131 acquires specifying information for specifying the user's personal color from the user terminal 2 (S1).
Subsequently, the specifying unit 131 specifies the user's personal color based on the acquired specifying information (S2).

Subsequently, the selection unit 132 refers to the score information stored in the storage unit 12, and selects a combination of dressings with a relatively high score associated with the identified personal color from among the plurality of combinations of dressings. Select (S3).
Subsequently, the output unit 133 outputs to the user terminal 2 a coordination screen including a fitting image of the dressing combination selected by the selection unit 132 and a score corresponding to the combination (S4).

Subsequently, the calculation unit 134 determines whether or not a change of the kimono or accessories corresponding to the combination of dressing selected by the selection unit 132 has been received via the coordination screen (S5). If the calculation unit 134 determines that the change of the kimono or accessories has been accepted, the process proceeds to S6, and if it determines that the change of the kimono or accessories has not been accepted, the process proceeds to S8.

In S<b>6 , the calculating unit 134 calculates a score corresponding to the combination after the change and corresponding to the personal color specified by the specifying unit 131 .
Subsequently, the output unit 133 outputs to the user terminal 2 a coordination screen including the score calculated in S6 and the fitting image corresponding to the changed combination (S7).

Subsequently, the reception unit 135 determines whether or not the rental of the dressing combination indicated by the fitting image displayed on the coordination screen has been received from the user terminal 2 (S8). When the reception unit 135 determines that the rental has been received, the reception unit 135 performs rental reception processing (S9). If the reception unit 135 determines that the rental has not been received, the process proceeds to S10.

The output unit 133, for example, determines whether or not the operation on the user terminal 2 has ended (S10). If the output unit 133 determines that the operation on the user terminal 2 has ended, it ends the processing according to this flowchart, and if it determines that the operation on the user terminal 2 has not ended, the process moves to S5.

[Effects of the first embodiment]
As described above, the information processing apparatus 1 according to the first embodiment identifies the user's personal color by acquiring information for identifying the personal color that indicates the color that suits the user, and selects a plurality of kimonos and a plurality of personal colors. By referring to the score information indicating the score representing the goodness of compatibility of each of the plurality of combinations of dressings that can be taken with the wearable item with respect to each of the plurality of personal colors, the score associated with the specified personal color is relatively high. A combination is selected and combination information indicating the selected combination is output. In this way, the information processing apparatus 1 presents a combination of kimono and accessories that suit the user, and assists the user in selecting a combination of kimono and accessories to be rented. can.

<Second embodiment>
[The information processing device 1 determines the score of the kimono and accessories]
Next, a second embodiment will be described. In the first embodiment, the score information is generated by manual input. However, when the number of kimonos and accessories increases, there is a problem that generating the score information by manual input becomes complicated. . Therefore, in the second embodiment, the information processing apparatus 1 generates score information by determining the scores of the kimono and accessories. The information processing apparatus 1 according to the second embodiment will be described below. Note that the description of the same parts as in the first embodiment will be omitted as appropriate.

FIG. 6 is a diagram showing the configuration of the information processing device 1 according to the second embodiment. The control unit 13 of the information processing device 1 according to the second embodiment further has a determination unit 136 and a storage control unit 137 .
In the second embodiment, the storage unit 12 stores in advance the kimono ID of each of the plurality of kimonos and the image of the kimono in association with each other. and are stored in association with each other.

Based on the relationship between the color of the kimono indicated by the kimono ID and the color of the attachment indicated by the attachment ID, and the color indicated by each of the plurality of personal colors, the determination unit 136 selects a plurality of personal colors for each of the kimono and attachments. Determine the corresponding score. The determination unit 136 increases the score as the degree of similarity between the color gamut of the kimono and accessories identified based on the images of the kimono and accessories and the color gamuts corresponding to a plurality of predefined personal colors increases. For example, the color gamut corresponding to spring personal colors is defined as a color gamut in which the lightness ranges from light gray to white and the saturation ranges in the range of 5s. Similarly, color gamuts are defined for other personal colors. Here, a part of the color gamut of each of the plurality of personal colors may overlap with the color gamut of other personal colors.

The determination unit 136 analyzes the image of the kimono corresponding to the kimono ID, identifies the ratio of the colors of the pixels included in the image to the color gamut of each of the plurality of personal colors, and determines the color of the kimono based on the ratio. A score corresponding to each of a plurality of personal colors of the kimono is determined. For example, the determination unit 136 calculates the score of the personal color such that the higher the proportion of the color of the pixels included in the image of the kimono included in the color gamut of the personal color, the higher the score. The determination unit 136 also determines the score of the wearable item indicated by the wearable item ID by the same method as the method of determining the score of the kimono.

Note that the determining unit 136 determines the score for each of the plurality of personal colors of the kimono and accessories, but the present invention is not limited to this. The determination unit 136 predefines color gamuts corresponding to each of a plurality of taste types, and determines the color of the kimono indicated by the kimono ID, the color of the accessory indicated by the accessory ID, and the color of each of the plurality of taste categories. The type of taste corresponding to the kimono and accessories may be determined based on the relationship with the area.

In addition, the determination unit 136 may determine the score of the kimono or the score of the attachment using a machine learning model that outputs the score of the kimono or the attachment using the image of the kimono or the image of the attachment as input information. good. In this case, the machine learning model is machine-learned using learning data in which the image of the kimono and the score determined in advance for the kimono are set. After completing the learning of the machine learning model, the determination unit 136 uses the machine learning model to determine a score corresponding to the newly acquired image of the kimono or the image of the wearable item.

The storage control unit 137 stores the kimono ID corresponding to the kimono included in the kimono combination and the plurality of wearable item IDs corresponding to the plurality of wearable items. Score information associated with the determined score is stored in the storage unit 12 .

[Effects of Second Embodiment]
As described above, the information processing apparatus 1 according to the second embodiment can perform A score corresponding to each of a plurality of personal colors of the kimono and accessories is determined, and a plurality of score information associated with the score determined for each of the personal colors is stored in the storage unit 12 . By doing so, the information processing device 1 can easily generate scores for the kimono and accessories.

<Third Embodiment>
[A score is associated with each of the main color and sub-color of the kimono]
Next, a third embodiment will be described. The third embodiment differs from the first embodiment in that the score of the kimono in the score information is calculated based on the score corresponding to the main color and the score corresponding to the sub-color of the kimono. The information processing apparatus 1 according to the third embodiment will be described below.

FIG. 7 is a diagram for explaining scores of kimonos according to the third embodiment. In FIG. 7, the kimono ID is associated with the kimono score. The kimono score is information stored in the score information. As shown in FIG. 7, the kimono score is provided with a main color and a sub color. The main color indicates the color most used in the kimono, and the sub-color indicates the color used in the kimono at a lower rate than the main color.

As shown in FIG. 7, each of the main color and the sub-color is associated with the proportion of the color in the kimono and the score of each of the plurality of personal colors. For example, in the kimono corresponding to the kimono ID "K001", the main color is the color that occupies 70% of the entire kimono, and the sub-color is the color that occupies 30% of the entire kimono. Since the kimono may use colors different from the main color and the sub-color, the sum of the ratio of the main color and the ratio of the sub-color may not be 1.0.

The selection unit 132 sums the value obtained by multiplying the score of the main color corresponding to the personal color identified by the identification unit 131 by the ratio of the main color and the value obtained by multiplying the score of the sub color by the ratio of the sub color. , to calculate the kimono score. In the example shown in FIG. 7, when the personal color specified by the specifying unit 131 is "spring", the selecting unit 132 sets the score of the kimono corresponding to the kimono ID "K001" to 0.7*80 and 0.3. * Add 60 and calculate 74.

In this embodiment, the kimono score is calculated based on the score and ratio of the main color and the score and ratio of one sub-color, but the present invention is not limited to this. The kimono score may be calculated based on the score and percentage of the main color and the scores and percentages of each of the sub-colors.

[Effects of the third embodiment]
As described above, the information processing apparatus 1 according to the third embodiment calculates the score of the kimono based on the score corresponding to the main color of the kimono and the score corresponding to the sub-color. By doing so, the information processing apparatus 1 can accurately calculate the score of the kimono based on the relationship between the colors of the kimono and the personal color.

<Fourth Embodiment>
[A score is associated with the pattern of the kimono]
Next, a fourth embodiment will be described. The fourth embodiment differs from the first embodiment in that the score of the kimono in the score information is calculated based on the pattern of the kimono. The information processing apparatus 1 according to the fourth embodiment will be described below.

In the fourth embodiment, the kimono score is provided with a main color and a kimono pattern. Each of the main color and the pattern of the kimono is associated with a weighting factor used when calculating the score of the kimono and the score of each of the plurality of personal colors. The selection unit 132 selects a value obtained by multiplying the score of the main color corresponding to the personal color identified by the identification unit 131 by the weighting factor of the main color, and a value obtained by multiplying the score of the pattern of the kimono by the weighting factor of the pattern of the kimono. The kimono score is calculated by totaling.

[Effects of the fourth embodiment]
As described above, the information processing apparatus 1 according to the fourth embodiment calculates the score of the kimono based on the score corresponding to the main color of the kimono and the score corresponding to the pattern of the kimono. By doing so, the information processing apparatus 1 can accurately calculate the score of the kimono based on the relationship between the colors and patterns of the kimono and the respective personal colors.

Although the present invention has been described above using the embodiments, the technical scope of the present invention is not limited to the scope described in the above embodiments, and various modifications and changes are possible within the scope of the gist thereof. be. For example, in the above-described embodiment, the information processing apparatus 1 presents to the user a combination of dressing including a kimono that suits the user and a plurality of attachments, but the present invention is not limited to this.

For example, the information processing device 1 may present to the user a combination including clothes that look good on the user and a plurality of attachments to be worn with the clothes. For example, the score information shown in FIG. 3 is assigned to each of clothes IDs for identifying clothes included in a combination of clothes and attachments and a plurality of attachments IDs corresponding to the plurality of attachments included in the combination. On the other hand, it may be information in which scores corresponding to each of a plurality of personal colors are associated. Then, the selection unit 132 refers to the score information, selects, from among the plurality of combinations, a combination of clothes and attachments with a relatively high score associated with the personal color identified by the identification unit 131, and outputs the combination. The unit 133 may output combination information indicating the combination selected by the selection unit 132 . By doing so, the information processing apparatus can deal with the problem that some users are unfamiliar with coordinating clothes, and can propose a combination of clothes that suits the user based on the user's personal color.

In addition, the information processing apparatus 1 presents the user with a combination of dressing including a kimono that suits the user and a plurality of accessories, and accepts rental of the combination of dressing, but the present invention is not limited to this. The information processing device 1 accepts from the user the purchase of at least one of the kimono and the plurality of accessories included in the combination of dressings presented to the user, and sells the purchased kimono and the plurality of accessories to the user. good too.

In the above-described embodiment, the fitting image included in the coordination screen is a two-dimensional image. A three-dimensional object on which a three-dimensional model of a kimono and a plurality of accessories corresponding to is worn may be displayed. Also, for example, all or part of the device can be functionally or physically distributed and integrated in arbitrary units. In addition, new embodiments resulting from arbitrary combinations of multiple embodiments are also included in the embodiments of the present invention. For example, by combining the third embodiment and the fourth embodiment, the information processing device 1 can provide the kimono main color score, sub color score, kimono pattern score, main color, sub color, and kimono pattern score. The kimono score may be calculated based on the weighting factor of each pattern. Moreover, the effect of the new embodiment caused by the combination also has the effect of the original embodiment.

1 information processing device 2 user terminal 11 communication unit 12 storage unit 13 control unit 131 identification unit 132 selection unit 133 output unit 134 calculation unit 135 reception unit 136 determination unit 137 storage control unit

Claims (9)

a specifying unit that specifies the personal color of the user by acquiring information for specifying the personal color that indicates the color that suits the user;
a storage unit for storing score information indicating a score representing compatibility with each of a plurality of personal colors of each of a plurality of combinations of dressings that can be taken by a plurality of kimonos and a plurality of attachments to be worn with the kimonos; ,
a selection unit that refers to the score information and selects, from among the plurality of combinations, a combination having a relatively high score associated with the personal color identified by the identification unit;
an output unit that outputs combination information indicating the combination selected by the selection unit;
Information processing device having The selecting unit selects a kimono by receiving selection of at least one of the plurality of kimonos from the user, and selects the kimono specified by the specifying unit from among the plurality of combinations including the selected kimono. selecting the combination that has a relatively high score associated with the personal color;
The information processing device according to claim 1 . the score information includes type information indicating a type of preference possessed by each of the plurality of combinations;
The selection unit selects the type of preference by receiving the type of preference from the user, and associates the combination having the selected type of preference with the personal color identified by the identification unit. selecting the combination that has a relatively high score,
The information processing apparatus according to claim 1 or 2. The score information includes kimono identification information for identifying the kimono included in the combination and a plurality of attachment item identification information for identifying each of the plurality of attachment items included in the combination, Information that associates the scores corresponding to the plurality of personal colors,
The selection unit sums a plurality of scores corresponding to the personal color specified by the specifying unit, which are associated with the kimono identification information corresponding to the combination and the plurality of attachment item identification information, respectively; selecting said combination with a relatively high total score;
The information processing apparatus according to any one of claims 1 to 3. The output unit outputs combination information indicating the combination selected by the selection unit and a score of the combination corresponding to the personal color specified by the specifying unit.
The information processing apparatus according to claim 4. At least a part of the kimono and the plurality of accessories included in the combination is accepted from the user to change at least a part of the kimono and the plurality of accessories included in the combination indicated by the combination information output by the output unit. and calculating a post-change score, which is a score corresponding to the combination in which at least part of the kimono and the plurality of accessories are changed,
The output unit outputs the post-change score calculated by the calculation unit;
The information processing device according to claim 5 . Based on the relationship between the color of the kimono indicated by the kimono identification information, the color of the attached item indicated by the attached item identification information, and the colors indicated by the plurality of personal colors, the plurality of the kimono and the attached items are determined. a determination unit that determines a score corresponding to each of the personal colors of
the determination unit corresponding to each of the plurality of personal colors for each of the kimono identification information corresponding to the kimono and the plurality of attachment item identification information corresponding to the plurality of attachment items included in the combination; a storage control unit that stores the score information associated with the determined score in the storage unit;
further having
The information processing apparatus according to any one of claims 4 to 6. the computer runs
identifying a personal color of the user by obtaining information for identifying a personal color that indicates a color that suits the user;
With reference to the score information indicating the score representing the compatibility with each of the plurality of personal colors of each of the plurality of dressing combinations that can be taken by the plurality of kimonos and the plurality of accessories worn with the kimono, selecting from among the combinations a combination having a relatively high score associated with the identified personal color;
a step of outputting combination information indicating the selected combination;
An information processing method comprising: the computer,
an identification unit that identifies the user's personal color by acquiring information for identifying a personal color that indicates a color that suits the user;
With reference to the score information indicating the score representing the compatibility with each of the plurality of personal colors of each of the plurality of dressing combinations that can be taken by the plurality of kimonos and the plurality of accessories worn with the kimono, a selection unit that selects, from among the combinations, a combination having a relatively high score associated with the personal color identified by the identification unit;
an output unit that outputs combination information indicating the combination selected by the selection unit;
A program that acts as a

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