JP2017072907A - Styling providing system - Google Patents

Abstract

PROBLEM TO BE SOLVED: To provide a styling providing system capable of effectively recommending merchandise from a stylist to a user.SOLUTION: In a styling providing system in which a styling providing/managing server device 1 and stylist terminal equipment that a stylist uses and user terminal equipment that a user uses are communicably connected via a network, the stylist providing/managing server device 1 includes: a user information storage part 107 for storing the information of the user; a merchandise information storage part 109 for storing the information of merchandise to be recommended to the user; merchandise selection reception means 102 for receiving the selection of merchandise to be recommended to the user by the stylist; and user taste analysis means 104 for receiving feedback from the user to the merchandise, and for analyzing the taste of the user.SELECTED DRAWING: Figure 2

Description

  The present invention relates to a styling providing system that manages the recommendation of clothing items to users by a stylist.

  In recent years, various computer devices such as personal computers, tablet terminals, smartphone terminals, etc., and with the spread of the Internet environment, mail order sales of various products using the Internet by EC (Electronic Commerce) sites and the like are performed. It has been broken.

  However, when going to an actual store, there are many cases where purchases are considered after receiving advice such as explanation of the product by the store clerk, whereas when purchasing products using the EC site, There was a problem that it was difficult to consult with the store clerk.

  On the other hand, many techniques for assisting the user in selecting an item on the EC site and recommending the item have been disclosed.

  For example, Patent Literature 1 discloses a technology related to a fashion product sales system that allows a user who wants to purchase a fashion product to receive a recommendation of a fashion product based on his / her desired conditions.

  Patent Document 2 discloses a technology related to a coordination support device that analyzes a user's fashion trend based on the SNS (Social Networking Service) and EC site usage history by the user, and presents coordinates based on the trend to the user. Has been.

JP 2004-246585 A JP2015-72639A

  The automatic product recommendation based on past purchase history and the like as disclosed in Patent Document 2 is made based on user preferences from the past to the present. In other words, unlike a recommendation by a store clerk or a stylist, it is not possible to receive a proposal for a new outfit that is different from the past, so that there is a problem that the user's fashion does not appear.

  Further, according to the technique described in Patent Document 1, the user can receive not only his / her preference but also recommendation of a new product by selecting a coordinator. However, when a product is recommended to a user by a large number of coordinators, there is a problem that it is difficult to make a recommendation taking into account user information such as a user's reaction to a product recommended in the past.

  Therefore, an object of the present invention is to provide a styling providing system that can effectively recommend a product from a stylist to a user.

In order to solve the above problems, a styling providing system according to the present invention includes:
A styling providing system in which a styling provision management server device, a stylist terminal device used by a stylist, and a user terminal device used by a user are communicably connected via a network,
The styling provision management server device
A user information storage unit for storing the user information;
A product information storage unit that stores information on products to be recommended to the user;
Product selection accepting means for accepting selection of products recommended to the user by the stylist;
User preference analysis means for receiving feedback from the user for the product and analyzing the preference of the user.

  As a result, the stylist can recommend a product based on the analysis result of the user's preference, and even when many stylists recommend the product to the same user, the stylist reflects the user's preference. Can recommend products.

In a preferred aspect of the present invention, the user preference analysis means performs analysis of a user's current preference and analysis of an intention to challenge in the future.
Thereby, the stylist can positively recommend a product different from the current user's preference to the user, and it can be avoided that the product recommended for the user does not appear instead.

In a preferred aspect of the present invention, the styling provision management server device includes product lending processing means for lending the product to the user.
As a result, the user can easily try the recommended product in the form of rental.

In a preferred aspect of the present invention, the styling provision management server device includes product sales processing means for performing processing related to sales of the product to the user.
As a result, the user can purchase the recommended product he / she likes.

In a preferred embodiment of the present invention, the user preference analysis means performs the output for the stylist of the analysis result of the user's preference and the output for the user of the analysis result of the user's preference, To do.
Thereby, information can be provided in a form suitable for each of the stylist and the user.

A styling provision management server device according to the present invention includes:
A styling provision management server device that makes a recommendation to a user of a product selected by a stylist,
A user information storage unit for storing the user information;
A product information storage unit for storing information on the product;
Product selection accepting means for accepting selection of the product recommended to the user by the stylist;
User preference analysis means for receiving feedback from the user for the product and analyzing the user preference.

The styling provision management program according to the present invention includes:
A styling provision management program that makes recommendations to users of products selected by a stylist,
Computer equipment,
A user information storage unit for storing the user information;
A product information storage unit for storing information on the product;
Product selection accepting means for accepting selection of products recommended to the user by the stylist;
The apparatus is operated as user preference analysis means for receiving feedback from the user for the product and analyzing the user preference.

The operation method of the styling providing system according to the present invention is as follows:
A styling provision management server device, a stylist terminal device used by a stylist, and a user terminal device used by a user are connected to be communicable via a network, and the styling provision management server device stores the user information An operation method of a styling providing system comprising: a user information storage unit; a product information storage unit that stores information on a product to be recommended to the user; a product selection receiving unit; and a user preference analysis unit,
The product selection receiving means receiving a selection of products recommended to the user by the stylist;
The user preference analysis means includes a step of receiving feedback from the user with respect to the recommended product and a step of analyzing the user's preference.

  The stylist can recommend an appropriate product to the user based on the analysis result of the user's preference.

It is a block diagram of the styling provision system which concerns on one Embodiment of this invention. It is a functional block diagram of the styling provision management server device concerning one embodiment of the present invention. It is an example of the user preference input reception screen in one Embodiment of this invention. It is a conceptual diagram which shows an example of the user preference analysis in one Embodiment of this invention. It is a flowchart which shows the recommendation / rental process of the goods by the styling provision system which concerns on one Embodiment of this invention. It is an example of the goods selection screen in one embodiment of the present invention. It is an example of the user information display screen in one Embodiment of this invention. It is an example of the rental history confirmation screen in one Embodiment of this invention. It is an example of the goods selection screen in one embodiment of the present invention. It is an example of the user chart screen for stylists in one embodiment of the present invention. It is an example of the user chart screen for users in one embodiment of the present invention.

  Hereinafter, an embodiment of the present invention will be described in detail with reference to the drawings. FIG. 1 is a configuration diagram of a styling providing system according to an embodiment of the present invention. As shown in FIG. 1, the styling providing system according to the present embodiment includes a styling provision management server device 1, a stylist terminal device 2 used by a stylist that recommends products to users, product recommendation and lending, A user terminal device 3 used by a user who receives sales, a procurement staff terminal device 4 used by a procurement staff who procure products, and a manufacturer staff terminal device 5 used by a staff of a manufacturer who produces products. The warehouse management server device 6 that manages a warehouse for storing commodities is configured to be communicable via the network 7. The styling providing system according to the present embodiment is used in such a manner that a stylist recommends a product to the user, and the user rents or purchases the recommended product.

  FIG. 2 is a functional block diagram of the styling provision management server apparatus 1 in the present embodiment. As shown here, the styling provision management server device 1 includes a product management unit 101 for managing products, a product selection receiving unit 102 for receiving selection of products by a stylist, and a product lending for lending products to users. Processing means 103, user preference analysis means 104 for analyzing user preferences, product sales processing means 105 for selling products to users, and warehouse management server cooperation means for linking the warehouse management server device 6 106, a user information storage unit 107 that stores information about the user, a stylist information storage unit 108 that stores information about the stylist, a product information storage unit 109 that stores information about the product, and a rental history of the product to the user And a lending history information storage unit 110 for storing.

  The styling provision management server device 1 may be a general-purpose server device that includes an arithmetic device, a main storage device, an auxiliary storage device, various input / output devices, and the like and can be connected to the network 7. More specifically, a program for operating the server device as each of the above means and an area used as each of the above storage units are arranged on the auxiliary storage device of the server device, and the server device is styled by operating the program. The provision management server device 1 can be operated.

  A plurality of server devices such as a server device that executes each means and a server device that is used as each storage unit are prepared separately and connected via a network such as a LAN (Local Area Network) or the Internet. The styling provision management server apparatus 1 may be used.

  Similarly to the styling provision management server device 1, the warehouse management server device 6 can also be configured by one or a plurality of general-purpose server devices. Furthermore, it is good also as a structure which can cooperate with the server apparatus of the delivery company which delivers the goods from a warehouse, and can grasp | ascertain the delivery status of goods in detail.

  The stylist terminal device 2 and the user terminal device 3 may be a general-purpose computer device that includes an arithmetic device, a main storage device, an auxiliary storage device, various input / output devices, and can be connected to the network 7. . For example, a personal computer, a tablet terminal device, a smart phone terminal device, a mobile phone, or the like. When a terminal device including web browser software is used as the stylist terminal device 2 and the user terminal device 3 for selecting a product by the stylist terminal device 2 to be described later and inputting feedback by the user terminal device 3, a web browser Can be executed on software. Alternatively, a program for operating the computer device as the stylist terminal device 2 in the auxiliary storage device of the stylist terminal device 2, and a program for operating the computer device as the user terminal device 3 in the auxiliary storage device of the user terminal device 3 The computer device may be configured as the stylist terminal device 2 or the user terminal device 3 by executing the programs.

  As for the procurement staff terminal device 4 and the manufacturer staff terminal device 5, a general-purpose computer device can be used as in the stylist terminal device 2 and the user terminal device 3.

  The network 7 is preferably a wide area network such as the Internet. In addition, a configuration in which a LAN, a VPN (Virtual Private Network) connection, or the like is used for connection between some devices may be employed.

<User registration>
When using the styling providing system, first, the user needs to perform registration processing. FIG. 3 is an example of a screen that accepts information input for user preference analysis during user registration.

  First, as shown in FIG. 3A, a plurality of images showing different fashion styles are displayed, and the selection of the one closest to the preference is received from the user. In FIG. 3A, four images are displayed as an example, but a configuration in which a larger number or a smaller number of images are displayed may be used. Further, instead of the image, character information such as “serious” and “bright” may be displayed and the selection may be accepted.

After receiving a selection from the user, an image showing a plurality of fashion styles is further displayed as shown in FIG. 3 (b), and one or more selections of the fashion styles preferred by the user are received. Analyzing the taste of the in more detail. For example, FIG. 3B is an example of a screen showing options when the user selects the second fashion style in FIG. Here, it is also preferable to include an option of letting a stylist handle fine fashion styles. Moreover, the label which shows the outline | summary of each fashion style as shown in FIG.3 (b) may be abbreviate | omitted. Thus, by omitting the label, the user can more intuitively select the fashion style that the user likes.

  Here, as an example, selection of an image close to the user's preference from an image showing a fashion style as shown in FIG. 3A is accepted, and selection from a larger number of images shown in FIG. 3B is accepted. Although the configuration is shown, it may be configured to perform a detailed analysis of user preferences by other methods. For example, the user's preference may be analyzed in detail by repeating selection such as accepting one selection close to the user's preference from two images displayed in succession.

  In addition, as described above, the analysis performed by accepting selection of image and character information from the user is performed for each of the style that the user often wears and the style that the user wants to wear / the style that the user wants to wear. It is good also as a structure which can each analyze a user's present liking and the tendency which he wants to challenge from now on.

  The user preference analysis unit 104 classifies and analyzes user preferences from the image or character information received in this way. FIG. 4 is a diagram illustrating the concept of user preference classification performed by the user preference analysis unit 104 here.

  First, based on the image selected from the user in FIG. 3A, the user is classified into four quadrants as shown in FIG. Here, it is classified by two axes such as casual or serious, sweet or career style.

  Then, when receiving a selection regarding more detailed preferences from the user in FIG. 3B, as shown in FIG. 4B, the coordinates in the four quadrants are converted according to the attributes corresponding to each image. Conduct further analysis. Here, when a plurality of images are selected from the user in FIG. 3B, the entire range including the respective attributes set in the plurality of images in FIG. 4B indicates the user's preference. It may be considered as a range, or a center point of coordinates indicating the plurality of attributes may be regarded as coordinates indicating the user's preference. In addition, the user preference classification method is not limited to the coordinate conversion in the four quadrants as described above, and the user preference is visually recognized by various methods such as providing an area corresponding to each attribute and indicating the user preference by the area. It may be in a state that can be made into a state.

  In this way, by setting the user's preference in a state that can be visualized, the stylist grasps the user's preference based on the visualized information in selecting a product to be lent to the user by a stylist described later. be able to. In addition, by matching the user's preference with the product information, the product selection screen for the user by the stylist described later is displayed on the stylist as a configuration that does not display a product having an attribute that greatly deviates from the user's preference. It can be used to reduce the types of products and increase the accuracy and efficiency of recommendations.

  At the time of user registration, designation of the user's favorite color and the color of the clothing item that the user wants to wear is accepted on the screen illustrated in FIG. Here, as an example, a configuration is shown in which a plurality of colors are presented to the user and designation of each of the three colors is received. However, a configuration in which selection of a larger number or a smaller number of colors is accepted, or selection by a color chart It is good also as arbitrary structures, such as a structure which receives.

  Here, the user's favorite color is a color that matches the user's current preference, and is used by the user preference analysis unit 104 to analyze the user's current preference information. The color of the clothing item that the user wants to wear is used by the user preference analysis unit 104 as information for analyzing the clothing item and fashion style that the user wants to challenge in the future. In this way, by analyzing not only the current preferences but also the clothing items and fashion styles that users would like to challenge in the future, stylists will be more proactive in selecting products to be lent to users by stylists described later. To the user.

  Furthermore, it is good also as a structure which receives selection of the clothes etc. which a user does not want to wear absolutely similarly to the input reception of selection of the user's favorite fashion style mentioned above. In this way, by clearly grasping the fashion styles that the user does not like, it is possible to avoid selecting clothes that are unacceptable even if challenged in advance.

  Moreover, whether the user wants to wear as an everyday wear or an everyday wear by the analysis of the selection by the user of the image as shown in FIG. 3 (a), FIG. 3 (b), etc., It is good also as a structure which analyzes the wearing scene which the user assumes. In this way, by adopting a configuration in which the stylist can grasp the user's wearing scene, the stylist can recommend products more suitable for each user.

  When registering a user, in addition to inputting user preference information as described above, any user ID, name, nickname, e-mail address, telephone number, address, date of birth, occupation, etc. used in the styling provision system Accept input. In addition, it is preferable that an image of a user's usual clothes can be registered simultaneously as reference material for the stylist.

  It also accepts input of body dimensions such as height and three sizes, and sizes usually worn for various clothing items such as tops and bottoms.

  Various information about the user input as described above is recorded in the user information storage unit 107, and the user registration process is completed.

  In addition, it is good also as a structure which can browse a part or all of goods, etc. before a user registration or input of preference information. With such a configuration, it is possible to check the clothing items handled in the styling providing system before user registration and to consider whether or not to perform user registration, so expect more users to register. it can.

<Registration and management of product information>
In the styling providing system according to the present embodiment, procurement of products is performed by a procurement staff using the procurement staff terminal device 4. Specification of the type and number of products is accepted from the procurement staff by an arbitrary method, and product order information is recorded in the order information storage unit 111. Then, based on the order information stored in the order information storage unit 111, the product is shipped from the manufacturer of each product to the warehouse.

  When the merchandise arrives at the warehouse, the merchandise staff inputs merchandise information and records it in the warehouse management server device 6. Here, as product information, an identifier such as a product ID that can uniquely identify a product, a manufacturer or brand to be manufactured, a retail price and a sales price, a date of receipt, a season suitable for wearing, a category indicating a type, a color, and a size It accepts input of various information such as actual size data, material, country of origin, comments on the product, product attributes such as tags representing the impression of the product such as “serious” “bright” “gentle” “sharp” . Moreover, it is preferable that a warehouse person takes a product image using a digital camera or the like and sets the product information.

  The merchandise information recorded in the warehouse management server device 6 is recorded in the merchandise information storage unit 109 via the warehouse management server cooperation means 106 at any timing such as at any time or periodically.

  In addition, it is good also as a structure which a procurement person and a stylist can set part or all of merchandise information. For example, it is preferable to adopt a configuration in which an input to a stylist can be requested for information such as comments on merchandise and seasons suitable for wearing.

  In addition, information such as the number of product rentals, contamination status, product status such as standby / rental / cleaning, average rating by user, number of user registrations to favorites, etc. are also recorded for each product. It is updated from time to time as products are lent.

  In addition, it learns the input of product information by warehouse personnel, procurement personnel, and stylists as described above, and on the basis of this, tag information indicating the impression of the product is obtained from various information such as the manufacturer, color, and type of the product. Such product attributes may be estimated and automatically set.

<Product Recommendation / Lending / Sales>
In the styling providing system according to the present embodiment, processing of product recommendation, lending, and sale is performed to the user based on selection by the stylist. FIG. 5 is a flowchart showing the flow of the product lending process.

  When lending a product, first, selection of a product by a stylist is accepted in step S11. The stylist information is recorded in advance in the stylist information storage unit 108 by an arbitrary method. The stylist performs an authentication process using a stylist ID and a mail address that can uniquely identify each stylist, and performs various operations after logging in.

  FIG. 6 is an example of a screen for selecting a product by a stylist. In FIG. 6A, it is possible to browse a list of users waiting for rental of products. In addition, it is preferable that a user who is selecting a product by another stylist cannot be selected.

  Then, after accepting the selection of the user waiting for lending in FIG. 6 (a), a transition is made to a product selection screen as shown in FIG. 6 (b).

  Here, the stylist searches for a product based on information such as the color of the product, classification such as shirts and jackets, size, and season suitable for wearing, and selects a product to be lent to the user. Further, in addition to the search by the stylist, based on the user preference analysis result by the user preference analysis means 105, a product to which attribute information considered to be suitable for the user is presented to the stylist It is good.

  In addition, on the product selection screen as shown in FIG. 6B, information such as the user's image, clothes size, favorite color, area of residence and weather information of the area are also displayed together. It is good also as a structure which presents the goods considered to be suitable for a user to a stylist in consideration of these information.

  In addition, when the user's list screen as shown in FIG. 6 (a) and the product selection screen as shown in FIG. 6 (b) are processed by the stylist to ask the user to browse more detailed information. Displays a screen for displaying detailed information of the user as shown in FIG.

  Here, more detailed information such as the user's body dimensions, user preference information analyzed by the user preference analysis unit 104 from the information obtained in the user registration process described above, and the like are displayed. By referring to this, the stylist can select a product suitable for the user.

  In addition, among feedback from the user described later, comments that are particularly important for styling are aggregated and handled as a part of user information as a positive comment and a negative comment. This is displayed on the selection screen. The positive comment / negative comment may be configured to accept registration as a positive comment / negative comment from a stylist browsing the feedback from the user, or may be configured to be automatically selected by a specific keyword or the like. Good. For example, comments such as “Challenge spirit” and “I like a check pattern” are positive comments, and comments such as “I want to hide the second arm” and “NG on the skirt on the knee” are negative comments. Is mentioned.

  The positive comment / negative comment is preferably configured to be able to be tabulated quantitatively, for example, by accepting an input by an option. With such a configuration, it is possible to use such as creating statistical data from positive comments / negative comments of a plurality of users.

  If data statistics are performed for each stylist, user evaluation information for stylist recommendations can be aggregated and stylists can be quantitatively evaluated.

  Further, on the user detail screen as shown in FIG. 7, the product registered as a favorite product by the user is also displayed. This is a product that has been registered as a favorite by, for example, selecting a favorite item from among products lent out in the past by the user or products randomly presented by the system.

  Furthermore, it is also possible to browse the lending history of products for the user as shown in FIG. Here, confirm the information that can identify the stylist that selected the product at the time of lending, the comment by the stylist at that time, the lent product and its return date, and the comment and evaluation value by each user about each product Can do. By making it possible to refer to such a history, it is possible to determine what kind of product the user likes and what kind of viewpoint the user is evaluating and select a more appropriate product.

  And after selection of goods by a stylist, it changes to input screens, such as a comment as shown in FIG. Here, an input such as an intention for selecting a product and advice regarding the matching of a plurality of products is received from the stylist. In addition to the user's current preferences, if a user selects a product that he / she wants to challenge, a product with a different color from the current preference or a product with a design different from the current preference It is possible to set more detailed challenge items such as whether or not you have selected. By storing the challenge items set in this way, the result of challenging styling can be acquired as statistical information, which can be used to improve subsequent styling.

  In addition, it is preferable that a sentence that is frequently used by a stylist, such as a greeting at the beginning or end of a comment, can be registered and called as a standard sentence.

  As described above, after processing such as selection of a product and input of a comment, the process proceeds to step S12, and a product lending process is performed. Here, the warehouse management server cooperation means 106 is used to make a delivery request to the warehouse management server device 6 for the selected product to the address registered as user information.

  Then, the process proceeds to step S13, and the feedback input such as the evaluation of the product by the user as shown in FIG. 8 is accepted. In addition, it is good also as a structure which does not require the input of evaluation here. Or it is good also as a structure which receives the input of evaluation simultaneously with return of goods, or after return.

  In step S14, the warehouse management server cooperation unit 106 is used to inquire the warehouse management server device 6 whether or not the user has returned the product. Alternatively, a configuration may be adopted in which notification is sent from the warehouse management server device 6 to the styling provision management server device 1 when the merchandise is returned.

  Here, after waiting for the return of the product and confirming the return of the product, the process proceeds to step S15 to determine whether or not to lend the next product. Here, it is determined whether or not it is necessary to lend the next product by any method, such as a configuration that confirms whether or not the user wants to lend, or a configuration that determines that the user wants to lend if there is no special instruction from the user. It is good also as a structure which does. Moreover, it is good also as a structure which stops rental according to the state of the returned goods.

  When renting the next product to the user, the user returns to the rental standby state, and again performs the product selection process by the stylist from step S11.

  In addition, when renting a product, the loan date and return date, the ID of the stylist who lent the product, the ID of the user who received the rent, ratings from multiple viewpoints such as the design and color of the product by the user, comfort, etc. Information such as the feeling of size and other comments is recorded. In addition, as described above with reference to FIG. 8, the browsing of the rental history information is configured so that it can be referred to as a list of loan history for each product in addition to a list display as a loan history for each user. It is preferable.

  In this way, by repeating the process of renting out a product, accepting input of the user's feedback for it, and selecting the next lent product based on it, the user matches his current and potential preferences. You can borrow various products.

  In addition, when the user wishes to purchase the product during the rental of the product, the product sales processing unit 105 accepts the purchase, and the user can perform purchase processing using an arbitrary settlement method. As a result, the user can obtain the product he / she likes as it is borrowed. Moreover, it is good also as a structure which can purchase the goods recommended from the stylist not only through the purchase but also through the rental.

  In addition, it is preferable to adopt a configuration in which the selling price of the product is determined based on the number of lending to the user and the average value of the rating by the user as described above. With such a configuration, the user can purchase the product at an appropriate price according to the state and evaluation of the product.

  Moreover, it is good also as a structure which can provide URL etc. for purchasing the goods memorize | stored in the merchandise information storage part 109 by a new article to a user.

<User chart output>
FIG. 10 is an example of a screen that presents more detailed information about user preferences to the stylist as a user chart. By referring to such a user chart screen, the stylist can grasp the user's fashion trend based on the past merchandise rental history, feedback on the history, and the like. Note that this may be a substitute for the user detail screen shown in FIG. 7, or may be prepared so that it can be referred to separately.

  On the user chart screen for the stylist, the current preference of the user is indicated as A1 on a plane composed of two axes, “cute”, “cool”, “fashionable” or “serious”. Yes.

  And on a plane composed of the same two axes, a radar chart like A2 shows a fashion style that the user wants to become and will challenge in the future.

  In this way, by displaying the current preferences and future hopes, the stylist can select a product that matches the user's current preference and propose to the user a challenge for a different product. .

  Here, the user's current preferences are coordinated, and the fashion style that the user wants to challenge is visualized as a radar chart. However, as explained with reference to FIG. It is good also as a structure which can be visualized by various methods, such as displaying the preference of an image by area | region, and displaying by the shading of a color.

  Also, A3 on the user chart screen for the stylist displays the user's wishes on the scale of whether the user is seeking “casual” clothes or “office” clothes. . By referring to this, stylists select only casual products for users who mainly seek products to be worn at work, or vice versa. It is possible to avoid making a selection.

  In A4, more detailed user information is displayed. The stylist may be arbitrarily added based on past user feedback or the like, or a characteristic keyword or the like may be automatically detected and added.

  FIG. 11 is an example of a screen that presents more detailed information related to user preferences to the user as a user chart. This is to provide information that is useful when the user himself / herself thinks about coordination so that the user can further enjoy encounters with clothes.

  B1 displays the user's current preferences as shown by A1 and A2 on the user chart screen for the stylist and the fashion style that he / she wants to challenge in the future. Here, the current preference of the user and the fashion style that he wants to challenge in the future are shown by area. Similar to the user chart screen for the stylist shown in FIG. 10, it may be configured to perform visualization by an arbitrary method such as coordinate conversion, radar charting, color shading, or the like.

  In B2, the user's preferences as shown in B1 are classified according to several types and their characteristics are shown.

  In B3 to B6, recommended information on clothing items such as colors, shapes, and materials based on the user information such as B1 and B2, advice to the user, and the like are displayed.

  In B7, recommended products are displayed more specifically, and in B8, coordinates combining products are displayed. Thereby, the user can grasp | ascertain more specifically the own characteristic and advice by the display from B1 to B6.

  The user chart screens as shown in FIGS. 10 and 11 may be configured to display the same screen without distinguishing between the stylist and the user. However, since the required items and notations are different between the stylist and the user, it is preferable to prepare for the stylist and the user, respectively, as shown in FIGS. For example, if it is for a stylist, it is possible to convey the contents in a simple and reliable manner by using technical terms related to fashion in the displayed contents. On the other hand, it is preferable that the screen for the user is configured so that even a user with a lack of specialized knowledge can grasp the contents without using a lot of technical terms.

  Also, the procurement staff who uses the procurement staff terminal device 4 analyzes the data used to generate the user chart screens for stylists and users as described above, and collects the necessary items. Alternatively, the manufacturer person in charge who uses the manufacturer person in charge terminal device 5 may be referred to. In that case, it is preferable that information such as a user name and an address, which can identify an individual, be removed. Further, a configuration may be adopted in which a list of user information from which personally identifiable information is removed is output in a state where it can be aggregated by any means such as spreadsheet software.

  By adopting such a configuration, it is possible to procure products after grasping user trends and the like. In addition, information for product development can be provided to affiliated manufacturers.

  The user chart display items shown in FIGS. 10 and 11 are merely examples. Further additional information may be displayed, such as a detailed analysis result of the user based on feedback about the sense of size by the user.

  The contents of the user chart are generated by the user preference analysis unit 104 based on the input of the information related to the preference by the user at the time of user registration described above. Then, it is preferable that the user registration information is updated every time or periodically based on the change of the user registration information by the user himself or the loan history information recorded in the loan history information storage unit 110. In this way, by updating the user chart, the data can be updated as the user's preference changes, and the stylist can continue to propose the optimum new taste to the user at the time of selection.

  As described above, by using the styling providing system according to the present embodiment, the stylist can recommend a product to the user based on information analyzed from feedback from the user, a loan history, and the like. You can easily try, wear, and purchase it by rental.

  By analyzing the user's current preferences and the preferences that the user wants to challenge in the future, the stylist can effectively recommend products that differ from the user's current preferences, and the user's clothes can be substituted. It is possible to prevent things that would not be done.

  By using the styling providing system according to the present embodiment, even when a plurality of stylists recommend each to the same user, the user's reaction to a product recommended in the past by referring to the user chart or the like Can be recommended.

DESCRIPTION OF SYMBOLS 1 Styling provision management server apparatus 101 Goods management means 102 Goods selection reception means 103 Goods lending processing means 104 User preference analysis means 105 Goods sales processing means 106 Warehouse management server cooperation means 107 User information storage part 108 Stylist information storage part 109 Goods information storage Unit 110 Lending history information storage unit 111 Ordering information storage unit 2 Stylist terminal device 3 User terminal device 4 Procurement person terminal device 5 Manufacturer person terminal device 6 Warehouse management server device 7 Network

In order to solve the above problems, a styling providing system according to the present invention includes:
A styling providing system in which a styling provision management server device, a stylist terminal device used by a stylist, and a user terminal device used by a user are communicably connected via a network,
The styling provision management server device
A user information storage unit for storing the user information;
A product information storage unit that stores information on products to be recommended to the user;
Output of the product information to the stylist terminal device, product selection receiving means for receiving selection of products recommended to the user by operation of the stylist terminal device ;
User preference analysis means for receiving feedback from the user for the product and analyzing the preference of the user.

In a preferred embodiment of the present invention, the user preference analysis means outputs a plurality of images and / or character strings each indicating a different fashion style and / or color to the user terminal, and the user terminal device receives the image. Analysis of the user's current preferences based on a selection of fashion styles and / or colors similar to clothing that the user often wears, and fashion styles that the user accepts from the user terminal device and that the user wants to wear in the future And / or an analysis of the user's intention to challenge in the future based on the selection of the color, and an output of an image and / or a character string showing the fashion style and / or color according to the user's current preferences; , Images showing fashion styles and / or colors that the user wants to challenge in the future and / or It is characterized by performing the output string.
Thereby, the stylist can positively recommend a product different from the current user's preference to the user, and it can be avoided that the product recommended for the user does not appear instead.

In a preferred form of the present invention, the styling provision management server device comprises a product lending processing means for performing a delivery request process for lending the product to the user based on an operation of the stylist terminal device. Features.
As a result, the user can easily try the recommended product in the form of rental.

In a preferred aspect of the present invention, the styling provision management server device includes a merchandise sales processing unit that performs a settlement process associated with the sale of the merchandise to the user.
As a result, the user can purchase the recommended product he / she likes.

In a preferred embodiment of the present invention, the user preference analysis means is
Selection of a fashion style and / or color similar to clothing that the user often wears by the user terminal device, and selection of a fashion style and / or color that the user terminal device wants to wear in the future. On the basis of,
The present preference of the user and the user's intention to challenge in the future are quantified by a plurality of evaluation criteria including at least a first evaluation criterion and a second evaluation criterion.
In addition, on the four quadrants with the first evaluation criterion and the second evaluation criterion as two axes, an output for displaying the user's current preference and the user's intention to challenge in the future is performed. It is characterized by that .

A styling provision management server device according to the present invention includes:
A styling provision management server device that makes a recommendation to a user of a product selected by a stylist,
A user information storage unit for storing the user information;
A product information storage unit for storing information on the product;
Product selection accepting means for presenting the product information to the stylist and accepting selection of the product recommended to the user by the stylist;
Presentation of a plurality of images and / or character strings, each representing a different fashion style and / or color, to the user, and a fashion style and / or color similar to clothing that is currently worn by the user. Analysis of the user 's current preferences based on the selection and analysis of the user's willingness to challenge in the future based on the selection of fashion styles and / or colors that the user would like to wear in the future received from the user And outputting an image and / or character string indicating a fashion style and / or color according to the user's current preferences, an image indicating a fashion style and / or color that the user wants to challenge in the future, and And / or user preference analysis means for outputting a character string .

The styling provision management program according to the present invention includes:
A styling provision management program that makes recommendations to users of products selected by a stylist,
Computer equipment,
A user information storage unit for storing the user information;
A product information storage unit for storing information on the product;
Product selection accepting means for accepting presentation of information of the product to the stylist and selection of a product recommended by the stylist to the user;
Presentation of a plurality of images and / or character strings, each representing a different fashion style and / or color, to the user, and a fashion style and / or color similar to clothing that is currently worn by the user. Analysis of the user 's current preferences based on the selection and analysis of the user's willingness to challenge in the future based on the selection of fashion styles and / or colors that the user would like to wear in the future received from the user And outputting an image and / or character string indicating a fashion style and / or color according to the user's current preferences, an image indicating a fashion style and / or color that the user wants to challenge in the future, and a user preference analysis unit for outputting the / or string, and characterized in that to operate as That.

The operation method of the styling providing system according to the present invention is as follows:
A styling provision management server device, a stylist terminal device used by a stylist, and a user terminal device used by a user are connected to be communicable via a network, and the styling provision management server device stores the user information An operation method of a styling providing system comprising: a user information storage unit; a product information storage unit that stores information on a product to be recommended to the user; a product selection receiving unit; and a user preference analysis unit ,
The previous Symbol user preference analysis means,
Outputting a plurality of images and / or character strings each representing a different fashion style and / or color to the user terminal device;
Receiving a selection of fashion styles and / or colors similar to clothing that the user often wears by the user terminal device, and analyzing the user's current preferences;
Receiving a selection of a fashion style and / or color that the user wants to wear in the future by the user terminal device, and analyzing the intention of the user to challenge in the future;
Outputting an image and / or a character string indicating a fashion style and / or color according to the current preference of the user;
Outputting an image and / or a character string indicating a fashion style and / or color that the user wants to challenge in the future;
The product selection receiving means
Outputting the product information to the stylist terminal device;
Receiving a selection of a product to be recommended to the user by operating the stylist terminal device .

In a preferred form of the present invention, the user preference analysis unit, an output of the to the user terminal of the plurality of images and / or text, each showing a different fashion styles and / or colors, accepted from the user terminal device Analysis of the user's current preferences based on a selection of fashion styles and / or colors similar to clothing that the user often wears, and fashion styles that the user accepts from the user terminal device that the user wants to wear in the future And / or an analysis of the user's intention to challenge in the future based on the selection of the color, and output of an image and / or character string indicating the fashion style and / or color according to the user's current preferences Images and fashion styles and / or colors that the user wants to challenge in the future / Or to perform the output of the character string, characterized in.
Thereby, the stylist can positively recommend a product different from the current user's preference to the user, and it can be avoided that the product recommended for the user does not appear instead.

Claims (8)

A styling providing system in which a styling provision management server device, a stylist terminal device used by a stylist, and a user terminal device used by a user are communicably connected via a network,
The styling provision management server device
A user information storage unit for storing the user information;
A product information storage unit that stores information on products to be recommended to the user;
Product selection accepting means for accepting selection of products recommended to the user by the stylist;
A styling providing system, comprising: user preference analysis means for receiving feedback from the user for the product and analyzing the preference of the user.   The styling providing system according to claim 1, wherein the user preference analysis unit performs analysis of a user's current preference and analysis of an intention to challenge in the future.   The styling providing system according to claim 1, wherein the styling provision management server device includes a product lending processing unit that lends the product to the user.   The styling provision system according to any one of claims 1 to 3, wherein the styling provision management server device includes commodity sales processing means for performing processing related to sales of the commodity to the user.   The said user preference analysis means performs the output for the said stylist of the analysis result of the said user's preference, and the output for the said user of the analysis result of the said user's preference, The Claim 1 characterized by the above-mentioned. Item 5. The styling providing system according to any one of Items 4 to 5. A styling provision management server device that makes a recommendation to a user of a product selected by a stylist,
A user information storage unit for storing the user information;
A product information storage unit for storing information on the product;
Product selection accepting means for accepting selection of the product recommended to the user by the stylist;
A styling provision management server device comprising: a user preference analysis unit that receives feedback from the user for the product and analyzes the user preference. A styling provision management program that makes recommendations to users of products selected by a stylist,
Computer equipment,
A user information storage unit for storing the user information;
A product information storage unit for storing information on the product;
Product selection accepting means for accepting selection of products recommended to the user by the stylist;
A styling provision management program that operates as a user preference analysis unit that receives feedback from the user for the product and analyzes the user preference. A styling provision management server device, a stylist terminal device used by a stylist, and a user terminal device used by a user are connected to be communicable via a network, and the styling provision management server device stores the user information An operation method of a styling providing system comprising: a user information storage unit; a product information storage unit that stores information on a product to be recommended to the user; a product selection receiving unit; and a user preference analysis unit,
The product selection receiving means receiving a selection of products recommended to the user by the stylist;
The method for operating a styling providing system, comprising: a step of receiving feedback from the user for the recommended product, and a step of analyzing the user's preference.