WO2021079448A1 - ハンドメイド作品材料の解析装置、方法及びシステム - Google Patents

ハンドメイド作品材料の解析装置、方法及びシステム Download PDF

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Publication number
WO2021079448A1
WO2021079448A1 PCT/JP2019/041589 JP2019041589W WO2021079448A1 WO 2021079448 A1 WO2021079448 A1 WO 2021079448A1 JP 2019041589 W JP2019041589 W JP 2019041589W WO 2021079448 A1 WO2021079448 A1 WO 2021079448A1
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WO
WIPO (PCT)
Prior art keywords
work
information
analysis
handmade
image
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Ceased
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PCT/JP2019/041589
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English (en)
French (fr)
Japanese (ja)
Inventor
藤原　真吾
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Tryangle
Tryangle Co Ltd
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Tryangle
Tryangle Co Ltd
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Priority to JP2021553218A priority Critical patent/JP7321582B2/ja
Priority to PCT/JP2019/041589 priority patent/WO2021079448A1/ja
Publication of WO2021079448A1 publication Critical patent/WO2021079448A1/ja
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30—Computing systems specially adapted for manufacturing

Definitions

  • the present invention relates to a technique for analyzing materials used in handmade works.
  • Non-Patent Document 1 a service capable of posting an external image of a work, its material, a recipe, and the like. According to this, the user who browses the work image can not only know the material but also purchase from the link destination. In the service of Non-Patent Document 1, the user who posted the work can manually post the appearance image, material, recipe, etc. of the work. However, there is a problem that it is difficult for the user who posted the work to grasp the specific name, manufacturer name, etc. of all the materials. In addition, among the materials used in the work, there are cases where the user who posted the work does not dare to register the material that generally exists in the home or the material that can be substituted.
  • Patent Document 1 a technique of recognizing an image of a finished product and identifying an ingredient is known (see Patent Document 1). This is based on the data showing the relationship between the dish and the ingredients and the data showing the relationship between the ingredients, guessing other ingredients from the cooking name and ingredients in the image, and extracting the ingredients that do not appear in the image. It is what made it possible to do.
  • the individuality of the author is strongly expressed in each work, so it is difficult to estimate the material to be used only from image recognition. There is a problem.
  • the handmade work material analysis device of the present invention is a device of a social networking system that shares information about the handmade work, and the device provides an external image, text information, and work posting user information about the work.
  • Work information input means to be input work submission user analysis means to analyze work submission user information
  • material analysis means to automatically analyze materials used in shared works, and materials inferred from the above analysis. It is provided with a purchase information display means for displaying the purchase information of.
  • Handmade works are works made by human hands, such as paper crafts, accessory making, flower crafts, DIY, knits, embroidery / needle crafts, sewing, patchwork quilts, paintings, prints, leather crafts, and modeling. It includes a wide range of handmade works such as decoration, edible art, gardening, various collections, model making, traditional crafts, and aromatherapy.
  • the work submission user information to be input needs to be at least information that can identify the user, such as a user ID, a name, and a date of birth.
  • the information used for analysis in the work submission user analysis means is associated with basic information such as user ID, name, gender, date of birth, user registration date or genre of interest, and basic information. It includes behavioral information such as posting history, access history, material purchase history, and possessed material registration status. Material purchase information includes general names of materials, product names, product images, link information of purchase destinations, article information of works using the same material, and the like.
  • the material analysis means includes at least an analogy means for inferring the component material composed by analyzing the appearance image and a search means for searching the purchase information of the inferred part material.
  • an analogy means for inferring the component material composed by analyzing the appearance image
  • a search means for searching the purchase information of the inferred part material.
  • the analogy means it becomes possible to infer the material used in the work based on the appearance image.
  • text information may be analyzed in addition to the external image to infer the constituent component materials.
  • the search means it is possible to search for a specific product name, product image, sales site, etc. of the inferred material.
  • the work information input means presents a preset recommended posture and background image for the appearance image of the work, and inputs information when the image matches the presented contents. , It is preferable to display a message prompting the input about the material information of the work.
  • presenting a preset recommended posture and background image it is possible to acquire information more suitable for analysis, and it is possible to improve the analysis accuracy.
  • inputting information in the case of an image that matches the presented content it is possible to eliminate the input of information in the case of an image that does not match the presented content, and it is possible to improve the analysis accuracy.
  • the convenience of the user is improved by displaying a message prompting the input of the material information of the work.
  • the work posting user information includes the past posting contents and browsing contents of the work posting user and the product purchase information of the work posting user.
  • the product purchase information includes not only information on the purchase itself that a certain material has been purchased, but also possession information such as whether or not the product is still possessed, and purchase request information such as whether or not the product is desired to be purchased in the future.
  • the information of other users who have similar work submission user information may be used for analysis.
  • the analogy means uses a material analysis model for extracting the part material
  • the material analysis model uses the external image of the handmade work corresponding to the recommended posture already posted, the part material information, and the part material information.
  • Other text information may be learned as teacher data, and the component material information included in the work may be output from at least the appearance image of the newly posted handmade work.
  • the material analysis model is a learning model in machine learning.
  • the part material information is the material information of the parts used in the handmade work
  • the text information is the text information of the work description of the handmade work and the related tags.
  • the part material information can be automatically extracted by text mining or the like from the text information explained as the material used for the handmade work or the text information such as the work description.
  • the method for analyzing the handmade work material of the present invention is a method for providing a social networking service for sharing information about the handmade work, and the method includes the following steps 1) to 4). 1) Work information input step for inputting appearance image, text information and work posting user information related to the work, 2) Work submission user analysis step to analyze work submission user information, 3) Material analysis steps that automatically analyze the materials used in the shared work, 4) A purchase information display step for displaying the purchase information of the material inferred by the above analysis.
  • the handmade work material analysis system of the present invention is a system that provides a social networking service in which a server and a client terminal are connected to a network to send and receive data to share information about the handmade work.
  • the client terminal is provided with at least one of the following 1) work information input means and 4) purchase information display means
  • the server is provided with the client terminal.
  • Other constitutional means are provided.
  • 1) Work information input means for inputting appearance images, text information, and work posting user information related to the work
  • Material analysis means that automatically analyzes the materials used in the shared work
  • Work posting user analysis means for analyzing work posting user information
  • a purchase information display means for displaying purchase information of materials inferred by the above analysis.
  • FIG. 1 shows a functional block diagram of the handmade work material analysis device of Example 1.
  • the handmade work material analysis device 1 includes a work information input means 2, a material analysis means 3, a work submission user analysis means 4, a purchase information display means 5, and a learning unit 6.
  • the work information input means 2 is composed of an appearance image input means 21, a text information input means 22, and a work submission user information input means 23, and the material analysis means 3 is composed of a material analogy means 31 and a material search means 32.
  • the learning unit 6 includes a material analysis model 61.
  • FIG. 2 shows a system configuration diagram of the handmade work material analysis system of Example 1.
  • the handmade work material analysis system 10 is composed of a service providing server 7 and client terminals (8a to 8c), and the service providing server 7 and client terminals (8a to 8c) are connected by a network 9.
  • the client terminal 8a is a PC
  • the client terminal 8b is a tablet terminal
  • the client terminal 8c is a smartphone
  • the client terminal includes a wide range of information terminals other than these.
  • only the client terminals (8a to 8c) are shown as the client terminals, but in reality, a larger number of terminals can be used at the same time.
  • the network 9 uses the Internet, other communication means may be used.
  • the service providing server 7 is provided with the material analysis means 3, the work submission user analysis means 4, and the learning unit 6, and the work information input means is provided on the client terminals (8a to 8c). 2 and the purchase information display means 5 are provided, but the configuration is not limited to this, and at least one of the work information input means 2 and the purchase information display means 5 is provided on the client terminals (8a to 8c). It may be a configuration. Further, for example, the learning unit 6 may be provided on an external server (not shown) other than the service providing server 7 and the client terminals (8a to 8c).
  • FIG. 3 shows a material analysis flow diagram using the handmade work material analysis apparatus of Example 1.
  • the appearance image, text information, and work posting user information of the work are input by the work information input means 2 (step S01).
  • the appearance image of the work is input by the appearance image input means 21, the text information is input by the text information input means 22, and the work posting user information is input by the work posting user information input means 23.
  • the input of the appearance image is to send the appearance image to the service providing server 7, and the input of the text information is to send the text information to the service providing server 7 by keyboard, voice input, or the like.
  • inputting the work submission user information means logging in to the service or the like.
  • FIGS. 4 to 6 show screen image diagrams of the first embodiment before material analysis.
  • the screen 81 displays a work posting user information display field 11, a work image display field 12, a work description display field 13, and a related tag display field 14.
  • FIGS. 4 to 8 are images of a smartphone screen, the display example is not limited to this, and a display suitable for the type of each client terminal is possible.
  • the work posting user information input by the work posting user information input means 23 shown in FIG. 1 is performed by accessing the service providing server 7 and logging in using the client terminals (8a to 8c) shown in FIG.
  • the work posting user information is displayed in the work posting user information display field 11.
  • the user icon 11a is displayed in the work posting user information display field 11, and although not shown, it is possible to display a user name or the like.
  • the work posting user (not shown) can register an arbitrary image as the user icon 11a, and such an image can also be used for analysis as work posting user information.
  • the image input by the appearance image input means 21 shown in FIG. 1 is performed by accessing the service providing server 7 using the client terminals (8a to 8c) shown in FIG. 2, and when the image input is completed, the work image is displayed.
  • the appearance image of the work is displayed in column 12.
  • the work 19 made of materials (19a to 19d) is displayed in the work image display column 12.
  • Work 19 is herbarium
  • the material (19a, 19b) is a flower material
  • the material 19c is a bottle
  • the material 19d is herbarium oil.
  • the work posting user can freely post a description of the work. Specifically, you can post the name, outline, concept of the work, or the thoughts you put into the work.
  • Genre items include "UV resin”, “parts accessories”, “herbarium”, “flower craft”, “handicraft”, “sweets deco”, “clay”, “paper craft”, “plastic board”, “DIY”. , "Workshop”, “Letter”, “Other handmade” and so on. In the case of work 19 of this embodiment, it is set as "herbarium”.
  • the screen 81 shown in FIG. 5 is a scrolled down screen 81 shown in FIG.
  • a comment display field 15 and a material used display field 16 are displayed.
  • the comment display field 15 can be commented by the work posting user himself or by a user who has viewed the work (not shown).
  • the material used display column 16 displays detailed information on the materials used and link information to the sales site so that the material used for producing the work can be purchased by the user viewing the work, and each item (16a to 16a). By transitioning from 16c) to the detail page, anyone can easily purchase the materials to be used.
  • the material 19a of the work 19 is displayed in the item 16a
  • the material 19b is displayed in the item 16b
  • the material 19d is displayed in the item 16c.
  • the material 19c which is a bottle
  • the material used display column 16 because it is not registered by the user who submitted the work. Therefore, it can be said that it is desirable to display the material 19c, which is a bottle, by analyzing the material.
  • the screen 81 shown in FIG. 6 is a scroll of the screen 81 shown in FIG. 5 further downward.
  • a tool display column 17 and a method display column 18 are displayed.
  • the tool or the like display field 17 can be displayed by the work posting user inputting text, such as a tool or a tool, which is convenient when creating the work.
  • the method display field 18 is provided with a text display unit 18a that can be displayed by the work posting user by inputting text, and an image display unit 18b that can be displayed by inputting image data. In combination with this, it is possible to display the creation method in an easy-to-understand manner to the user viewing the work.
  • the text information input by the text information input means 22 shown in FIG. 1 includes the work description display column 13 shown in FIG. 4, the related tag display column 14, the comment display column 15 shown in FIG. 5, and the material used.
  • the text information displayed in the display column 16, the tool display column 17 shown in FIG. 6, and the manufacturing method display column 18 is included. Further, as the component material information, the information input in the material used display field 16 among the above text information is used.
  • the text information of the material used is not displayed in the material display column 16 itself in this embodiment, the text information displayed at the link destination of each item (16a to 16c) can be used. is there. Further, text information may be displayed in the material used display field 16.
  • the work posting user analysis means 4 analyzes the information about the work posting user, which is not limited to the information about the work (step S02).
  • the work posting user to be analyzed is specified based on the information input in the work posting user information input means 23.
  • Information about the user who posted the work includes basic information such as user ID, name, gender, date of birth, user registration date or genre of interest, and posting history, access history, material purchase history linked to the basic information.
  • Behavioral information such as the registration status of possessed materials.
  • information of other users who have behavior information similar to such behavior information can also be analyzed.
  • the material purchase history of a user who has a material purchase history similar to that of the work posting user is analyzed, or the material purchase history of a user who has a similar access history tendency is analyzed. It is possible.
  • the material used in the work is analyzed by the material analysis means 3.
  • the material analogy means 31 analyzes the appearance image and text information of the work to analogize the material (step S03).
  • the material may be inferred after the appearance image and the text information are analyzed separately, or the analysis and the analogy may be performed in a state where the appearance image and the text information are linked.
  • the material is analogized by using the text information as an auxiliary in analyzing the appearance image.
  • the analogy of the material may be to extract only the material most likely to be the material actually used, or to extract a plurality of possible materials. In addition, ranking may be performed according to the high or low possibility of actual use.
  • the material analogy means 31 analyzes the information about the work submission user by the work submission user analysis means 4, and then the material analogy is performed by the material analogy means 31. After that, the work posting user analysis means 4 may be used to analyze information about the work posting user.
  • the material search means 32 searches for the purchase information of the inferred material (step S04).
  • Material purchase information includes general names of materials, product names, product images, link information of purchase destinations, article information of works using the same material, and the like.
  • the search for the purchase information is performed based on the purchase information of the material stored in the service providing server 7 in advance, but the purchase information stored in the external server may also be used.
  • the material analyzed by the purchase information display means 5 is displayed on the screen of the client terminal (step S05).
  • the purchase information it is preferable to preferentially display the material that is more likely to be the material.
  • the material registered by the work submission user and the material inferred by analysis may be displayed so as to be distinguishable.
  • FIG. 7 is a screen image diagram of Example 1 after material analysis, showing a state in which the materials used have been added. As shown in FIG. 7, on the screen 81 after the material analysis by the handmade work material analysis device 1 is performed, in addition to the items (16a to 16c), the material 19c which is a bottle is displayed in the material display column 16. The image shown is displayed as item 16d. In FIG. 7, the item 16d is displayed by scrolling the material used display field 16 to the left on the screen 81.
  • FIG. 8 is a screen image diagram of Example 1 after material analysis, and shows a state after selecting the material to be used.
  • FIG. 8 is a screen displayed by tapping item 16d in the material used display field 16 shown in FIG. 7.
  • the material image display field 51, the product name display field 52, the link display field 53, and the material article display field 54 are displayed on the screen 81.
  • the material image display column 51 an image showing the material 19c which is a bottle is displayed.
  • the product name display column 52 not only the general name of the material but also a specific product name given by the manufacturer is displayed.
  • a link to an EC site that sells material 19c is pasted in the link display field 53, and by tapping the link display field 53, it is possible to transition to an EC site that sells material 19c. ..
  • the material article display column 54 a link of an article introducing a work using the same material 19c is displayed.
  • the number of items to be displayed is not limited, but here, three items (54a to 54c) are displayed.
  • the material image display field 51 and the link display are automatically displayed.
  • the specifications can be such that appropriate indications are made in the column 53 and the material article display column 54.
  • the material image display column 51, the product name display column 52, the link display column 53, and the material article display column 54 All displays will be set automatically. In this way, the work submission user can easily display the material and the link to the EC site without performing complicated input work. It is also possible to change the image arbitrarily, and it is also possible to input all manually. Further, the image, the product name, etc. to be automatically displayed are output from the database (not shown) provided in the service providing server 7.
  • FIG. 9 shows a learning flow diagram of the material analysis model.
  • the appearance image and text information of the work may be input from the work information input means 2 or the material analysis means 3, or may be input from another external server.
  • step S12 machine learning is performed using the learning unit 6 based on the appearance image and text information of the work, and a material analysis model for extracting the component material information included in the work from the appearance image or text information is learned (step S12). ).
  • the relationship between the appearance image of the work and the material is learned based on the appearance image of the work and the material information registered in the material display column 16. This makes it possible to extract material information from the external image of the work.
  • the text information that is, the text information displayed in the work description display column 13, the related tag display column 14, the comment display column 15, the tool display column 17, the making method display column 18, and the text information related to the material used display column 16. It is also possible to learn the relationship between text information and materials based on. This makes it possible to extract material information from text information.
  • the learned material analysis model is output to the material analysis means 3 (step S13). Specifically, the material analysis model is output to the material analogy means 31 provided in the material analysis means 3.
  • step S14 If the material of the work has already been analyzed by the handmade work material analysis device 1, feedback is obtained from the material analysis means 3 regarding the material analysis result (step S14). Based on the material analysis result from the material analysis means 3, machine learning is performed again in the learning unit 6, and the material analysis model is learned, so that a more accurate learning model can be obtained.
  • the material information registered by the work posting user among the text information is learned as learning data in association with the appearance image, but all including the material information registered by the work posting user.
  • Material information may be automatically extracted from the text information of the above by text mining, and the extracted material information may be associated with an external appearance image for learning as learning data.
  • a work viewing user analysis means for analyzing the information of the user who has accessed the work may be provided.
  • Work browsing user Information as work browsing user information analyzed by means of analysis includes basic information such as user ID, name, gender, date of birth, user registration date or genre of interest, and posting history linked to the basic information. Action information such as access history including the work, material purchase history, possession material registration status, etc. is included. As a result, for example, when the work viewing user purchases a material from the link posted in the material used display column 16, and at the same time, another material is also purchased, the material is determined to be the material to be extracted. It may be easier to estimate.
  • the work viewing user purchases the material from the link posted in the used material display column 16, even if the material is not purchased at the same time, from the purchase history of the work viewing user or the possessed material registration status. If it is determined that the material is possessed, the material may be easily presumed to be the material to be extracted.
  • the present invention is useful in a technique for analyzing materials used in handmade works.
  • Handmade work material analysis device Work information input means 3 Material analysis means 4 Work posting user analysis means 5 Purchase information display means 6 Learning unit 7 Service providing server 8a-8c Client terminal 9 Network 10 Handmade work material analysis system 11 Work posting user Information display column 12 Work image display column 13 Work description display column 14 Related tag display column 15 Comment display column 16 Material display column 16a to 16d, 54a to 54c Items 17 Tools display column 18 How to make display column 18a Text display section 18b Image Display 19 Work 19a-19d Material 21 Appearance image input means 22 Text information input means 23 Work posting user information input means 31 Material guessing means 32 Material search means 51 Material image display field 52 Product name display field 53 Link display field 54 Material article Display column 61 Material analysis model 81 screen

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PCT/JP2019/041589 2019-10-23 2019-10-23 ハンドメイド作品材料の解析装置、方法及びシステム Ceased WO2021079448A1 (ja)

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PCT/JP2019/041589 WO2021079448A1 (ja) 2019-10-23 2019-10-23 ハンドメイド作品材料の解析装置、方法及びシステム

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2023036191A (ja) * 2021-09-02 2023-03-14 Kddi株式会社 データ処理装置、データ処理方法及びプログラム

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011039771A (ja) * 2009-08-11 2011-02-24 Aivick:Kk 作品閲覧システム
JP2016177427A (ja) * 2015-03-19 2016-10-06 ＡｇＩＣ株式会社 投稿作品部品販売システム
JP2019164402A (ja) * 2018-03-19 2019-09-26 ヤフー株式会社 情報処理装置、情報処理方法、およびプログラム

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011039771A (ja) * 2009-08-11 2011-02-24 Aivick:Kk 作品閲覧システム
JP2016177427A (ja) * 2015-03-19 2016-10-06 ＡｇＩＣ株式会社 投稿作品部品販売システム
JP2019164402A (ja) * 2018-03-19 2019-09-26 ヤフー株式会社 情報処理装置、情報処理方法、およびプログラム

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2023036191A (ja) * 2021-09-02 2023-03-14 Kddi株式会社 データ処理装置、データ処理方法及びプログラム
JP7503036B2 (ja) 2021-09-02 2024-06-19 Kddi株式会社 データ処理装置、データ処理方法及びプログラム

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