WO2017026146A1 - Dispositif de traitement d'informations, procédé de traitement d'informations et programme - Google Patents
Dispositif de traitement d'informations, procédé de traitement d'informations et programme Download PDFInfo
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- WO2017026146A1 WO2017026146A1 PCT/JP2016/063065 JP2016063065W WO2017026146A1 WO 2017026146 A1 WO2017026146 A1 WO 2017026146A1 JP 2016063065 W JP2016063065 W JP 2016063065W WO 2017026146 A1 WO2017026146 A1 WO 2017026146A1
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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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
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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
- G06Q50/10—Services
Definitions
- the present disclosure relates to an information processing apparatus, an information processing method, and a program.
- Patent Document 1 in order to easily recommend a material having a tactile sensation approximate to a desired tactile sensation, a plurality of words expressing a predetermined tactile sensation and a plurality of tactile sensations expressed by the plurality of words respectively.
- a plurality of virtual material parameters obtained by analyzing the data defining the physical properties of the surface of the virtual material, and a plurality of actual material parameters obtained by analyzing the data defining the physical properties of the surface of various actual materials Is stored, and one or more actual materials having actual material parameters close to one or more virtual material parameters corresponding to the input one or more words expressing tactile sensation are determined as recommended materials.
- the present disclosure proposes a new and improved information processing apparatus, information processing method, and program capable of searching for products having a desired texture.
- a material information search unit that searches the material information corresponding to the texture indicated by the language information input by the user with reference to the material texture database indicating the relationship between the material information related to the material and the texture;
- an information processing apparatus including a product information search unit that refers to a product material database indicating a relationship between a material indicated by the material information and a product, and specifies a product made of the material indicated by the searched material information.
- the information processing apparatus searches the material information corresponding to the texture indicated by the language information input by the user by referring to the material texture database indicating the relationship between the material information related to the material and the texture. And a product material database indicating the relationship between the material indicated by the material information and the product, and specifying a product made of the material indicated by the searched material information is provided.
- the computer that controls the information processing apparatus refers to the material texture database that indicates the relationship between the material information related to the material and the texture, and corresponds to the texture indicated by the language information input by the user.
- a program for functioning as a part is provided.
- FIG. 3 is an explanatory diagram illustrating a specific example of an information processing system according to an embodiment of the present disclosure. It is explanatory drawing for demonstrating an example of the image displayed on the screen of the display by the side of the user terminal which concerns on the embodiment. It is explanatory drawing which shows an example of a function structure of the product search server which concerns on the embodiment. It is explanatory drawing which shows an example of the data table of product material DB. It is explanatory drawing which shows an example of the data table of material texture DB. It is explanatory drawing which shows an example of the data table of degree value DB. It is explanatory drawing for demonstrating an example of the image displayed on the screen of the display by the side of the user terminal which concerns on the embodiment.
- FIG. 1 is an explanatory diagram showing a specific example of the information processing system 1 according to the present embodiment.
- the information processing system 1 according to the present embodiment includes a seller terminal 10, a user terminal 30, and a product search server 70.
- the seller terminal 10, the user terminal 30, and the product search server 70 communicate with each other via a wired or wireless information network 90.
- one seller terminal 10, user terminal 30, and word-of-mouth DB 50 are shown for each product search server 70, but a seller terminal that communicates with one product search server 70. 10,
- the user terminal 30 and the word-of-mouth DB 50 may each be plural.
- the information processing system 1 according to the present disclosure can be applied to various product transactions, an example in which the information processing system 1 according to the present disclosure is applied to clothing transactions will be described below.
- the seller terminal 10 has a function of communicating with an external device, a function of displaying an image, and a function of accepting an input from the seller.
- the seller terminal 10 is used by a seller in a product transaction using the Internet or the like in order to update product information provided to a user (a consumer).
- the seller terminal 10 requests the product search server 70 to update various databases in response to the seller's input.
- the various databases are stored in the product search server 70 and used for specifying products by the product search server 70. Further, the seller terminal 10 receives information related to the result of the database update from the product search server 70 and displays the received information on a display device (not shown).
- the seller terminal 10 includes an input / output interface 102, a transmission information generation unit 104, a GUI generation unit 106, and a communication unit 108, as shown in FIG.
- the input / output interface 102 is connected to an operation input device (not shown) such as a touch sensor, a keyboard, a keypad, a button, a switch and a microphone, and a display device (not shown) such as a display.
- the transmission information generation unit 104 generates information in a communication format based on information input by the seller via the input / output interface 102.
- the communication unit 108 transmits the information output from the transmission information generation unit 104 to the product search server 70.
- the communication unit 108 receives information transmitted from the product search server 70 and outputs the information to the GUI generation unit 106.
- the GUI generation unit 106 generates a GUI (Graphical User Interface) based on the input information.
- the generated GUI is displayed on the display device via the input / output interface 102.
- the seller terminal 10 may be configured integrally with an operation input device or a display device.
- the user terminal 30 has a function of communicating with an external device, a function of displaying an image, and a function of receiving a user input.
- the user terminal 30 is used by a user in a product transaction using the Internet or the like in order to search for a product, confirm product information, determine a product to be purchased, and the like.
- the user terminal 30 displays an image of the product selected by the user and a search result of the product.
- the user terminal 30 transmits the search information input by the user to the product search server 70 in the product search.
- the user terminal 30 transmits language information (input language information) input by the user to the product search server 70 as search information.
- the product search server 70 specifies a product desired by the user based on the search information transmitted from the user terminal 30. Information indicating the identified product is transmitted to the user terminal 30.
- the user terminal 30 includes an input / output interface 302, a transmission information generation unit 304, a GUI generation unit 306, and a communication unit 308.
- the input / output interface 302, transmission information generation unit 304, GUI generation unit 306, and communication unit 308 in the user terminal 30 are the same as the input / output interface 102, transmission information generation unit 104, GUI generation unit 106, and communication unit 108 in the seller terminal 10. Each bears the same function.
- the user terminal 30 may be configured integrally with an operation input device or a display device.
- FIG. 2 is an explanatory diagram for explaining an example of an image displayed on the screen of the display 34 on the user terminal 30 side according to the present embodiment.
- a microphone 32 is connected to the user terminal 30 as an operation input device
- a display 34 is connected as a display device.
- the display 34 may have a function as an operation input unit.
- FIG. 2 shows an example of a screen display on the display 34 on the user terminal 30 side in clothing transactions using the Internet or the like.
- an image of the clothing D10 is displayed superimposed on an image showing the user U1.
- the user terminal 30 displays an image superimposed on the image indicating the user U1 from the image of the garment D10 as shown in FIG. Change to Thereby, it is possible to determine the clothing to be purchased after confirming the clothing image displayed superimposed on the image indicating the user U1.
- the word-of-mouth DB 50 shown in FIG. 1 includes word-of-mouth information on products written on Internet bulletin boards and blogs.
- the word-of-mouth information is used in updating a database stored in the product search server 70 described later. Further, in the word-of-mouth information, information indicating the product and language information indicating the texture of the product are associated with each other.
- the product search server 70 is an example of an information processing apparatus according to the present disclosure.
- the product search server 70 receives search information from the user terminal 30, specifies a product desired by the user based on the received search information, and transmits information indicating the specified product to the user terminal 30.
- the product search server 70 according to the present embodiment searches for material information corresponding to the texture indicated by the input language information, and specifies a product made of the material indicated by the searched material information.
- Information indicating the identified product is transmitted to the user terminal 30 and displayed on a display device connected to the user terminal 30, for example. Thereby, an image of a product having a texture desired by the user can be provided to the user. Therefore, it is possible to search for a product with a desired texture in a product transaction using the Internet or the like where the actual product cannot be picked up and touched. Details of the product search server 70 will be described later.
- the product search server 70 includes a communication unit 702, a storage unit 704, a language analysis unit 706, an extraction unit 708, a material information search unit 710, and product information.
- a search unit 712, a material texture DB (database) update unit 714, a product material DB (database) update unit 716, and a control unit 718 are provided.
- the communication unit 702 communicates with a device external to the product search server 70 via a wired or wireless information network 90.
- the communication unit 702 outputs information received from an external device to the control unit 718 and transmits information input from the control unit 718 to the external device.
- the communication unit 702 receives input language information from the user terminal 30 and outputs the received input language information to the control unit 718.
- the communication unit 702 may receive a database update request from the seller terminal 10 and may acquire word-of-mouth information from the word-of-mouth DB 50.
- the communication unit 702 transmits information related to the update result of the database to the seller terminal 10.
- the storage unit 704 stores data referred to for various processes in the product search server 70. Specifically, the storage unit 704 stores a product material DB (database) 742, a material texture DB (database) 744, and a degree value DB (database) 746.
- the product material DB 742 is a database indicating the relationship between the material indicated by the material information and the product.
- FIG. 4 is an explanatory diagram showing an example of the data table T2 of the product material DB 742. As shown in FIG. In the data table T2, product numbers, specification information, and material information associated with each other in each row are shown. The product number is an example of information indicating a product.
- Material information is information indicating the material.
- a pair of information indicating the material composition ratio, the density, the thickness, and the length of the hair and feet can be applied as the material information.
- the material composition ratio, the density, the thickness, and the length of the hair and foot of the product having the product number P3 are 65% mohair, 30% nylon, 5% wool, and 80 [g / 1000 cm 3, respectively. ], 2000 [ ⁇ m], and 8 [mm].
- the material information corresponding to the product number P3 is referred to as “mohair 65%, nylon 30%, wool 5%, 80 [g / 1000 cm3], 2000 [ ⁇ m], 8 [mm]”.
- the specification information is information indicating product specifications other than information indicating materials.
- a pair of information indicating the brand name, model number, type, color, and sleeve length can be applied as the specification information.
- the data table T2 indicates that the brand name, model number, type, color, and sleeve length of the product number P3 are B, BBB1, knit, white, and 68 [cm], respectively. Has been.
- the specification information corresponding to the product number P3 is referred to as “B, BBB1, knit, white, 68 [cm]”.
- the material texture DB 744 is a database indicating the relationship between material information and texture.
- FIG. 5 is an explanatory diagram showing an example of the data table T4 of the material texture DB 744.
- the data table T4 shows material information and texture information associated with each other in each row.
- Texture information is information indicating the texture.
- the texture information includes language information (texture type language information) indicating the type of texture and a degree value indicating the degree of texture.
- the language information portion of the texture information corresponds to the texture type language information
- the numerical portion of the texture information corresponds to the degree value.
- the texture information corresponding to the material information “mohair 65%, nylon 30%, wool 5%, 80 [g / 1000 cm3], 2000 [ ⁇ m], 8 [mm]” is “fluffy: 80 Is shown.
- the texture type language information and the degree value in the texture information “fluffy: 80” are “fluffy” and “80”, respectively.
- texture means a visual or tactile feeling received from a material, and includes, for example, a tactile sensation that is received by a hand or skin when an object is touched.
- the texture includes a texture that is a touched feeling or a textured feeling such as fabric or paper.
- information indicating one or more types of textures can correspond to one material indicated by the material information.
- the degree value indicates the degree of the texture for the texture type indicated by the texture type language information corresponding to the degree value.
- the degree value is set such that the degree of the texture indicated by the degree value increases as the degree value increases.
- the degree of the texture indicated by the degree value decreases as the degree value increases. May be.
- a value having a width may be set as the degree value registered in the data table T4.
- the degree value DB 746 is a database showing the relationship between language information indicating the degree of texture (texture degree language information) and the degree value.
- FIG. 6 is an explanatory diagram showing an example of the data table T6 of the degree value DB 746. As shown in FIG. In the data table T6, the texture level language information and the lower limit value (Min) and the upper limit value (Max) of the level value associated with each other are shown in each row. For example, the data table T6 indicates that the lower limit value and the upper limit value of the degree value corresponding to the texture level indicated by the texture level language information “very” are “80” and “100”, respectively. In other words, the data table T6 indicates that the range of the degree value corresponding to the texture level indicated by the texture level language information “very” is “80 to 100”.
- the language analysis unit 706 performs language analysis on the input language information transmitted from the user terminal 30 and outputs the analysis result to the extraction unit 708. For example, the language analysis unit 706 performs morphological analysis and syntax analysis on the input language information. For example, when the input language information is “very fluffy knit”, the language analysis unit 706 indicates that the “very” part is an adjective phrase and a conjunction modifier, and the “fluffy” part is an adverb phrase. And the combination modification clause, and the part of “knit.” Is a noun phrase and is a body stop, and is output as an analysis result.
- the language analysis unit 706 may perform language analysis on language information other than the input language information transmitted from the user terminal 30.
- the language analysis unit 706 performs language analysis on the language information in the word-of-mouth information when updating the material texture DB 744 described later.
- the extraction unit 708 extracts language information indicating texture from the input language information based on the analysis result output from the language analysis unit 706, and outputs the language information to the material information search unit 710 and the product information search unit 712.
- the language information indicating the texture extracted from the input language information includes the texture type language information indicating the type of the texture and the texture level language information indicating the level of the texture.
- the extraction unit 708 starts from the input language information “very fluffy knit” based on the analysis result output from the language analysis unit 706.
- “fluffy” and “very” are extracted as the texture type language information and the texture level language information, respectively.
- the extraction unit 708 may extract language information indicating product specifications from the language information. For example, the extraction unit 708 extracts “knit” as the language information indicating the type of product from the input language information “very fluffy knit”.
- the extraction unit 708 may extract language information indicating texture from language information other than the input language information. For example, in the update of the material texture DB 744 described later, the extraction unit 708 extracts language information indicating the texture from the language information in the word-of-mouth information, and outputs the language information to the material information search unit 710 and the material texture DB update unit 714.
- the material information search unit 710 refers to the material texture DB 744 and searches for material information corresponding to the texture indicated by the input language information. Further, the material information search unit 710 outputs the search result to the product information search unit 712.
- the material information search unit 710 refers to the material texture DB 744 and searches for material information corresponding to the texture type indicated by the texture type language information extracted by the extraction unit 708.
- a search for material information by the material information search unit 710 when “fluffy” is extracted as the texture type language information will be described.
- the material information search unit 710 refers to the data table T4 of the material texture DB 744 shown in FIG. 5 and searches for material information corresponding to the texture information including the texture type language information “fluffy”. Then, the material information search unit 710 returns the material information “mohair 65%, nylon 30%, wool 5%, 80 [g / 1000 cm3], 2000 [ ⁇ m], 8 [mm]”, “100% hair” , 120 [g / 1000 cm3], 1800 [ ⁇ m], 2 [mm] ”and“ acrylic 60%, nylon 25%, polyester 15%, 170 [g / 1000 cm3], 1500 [ ⁇ m], 2 [mm] ” The information is output to the product information search unit 712.
- the material information search unit 710 may search for material information based on the degree of texture indicated by the input language information. Specifically, the material information search unit 710 first refers to the degree value DB 746 and specifies a range of degree values corresponding to the degree of texture indicated by the texture degree language information extracted by the extraction unit 708. Next, the material information search unit 710 searches the material texture DB 744 for material information corresponding to the specified degree value and the texture indicated by the texture type language information extracted by the extraction unit 708. Hereinafter, for example, a search for material information by the material information search unit 710 when “fluffy” and “very” are extracted as the texture type language information and the texture level language information will be described.
- the material information search unit 710 first refers to the data table T6 of the degree value DB 746 shown in FIG. 6, and sets the degree value range corresponding to the degree of texture indicated by the texture degree language information “very” as “ 80-100 "is specified. Next, the material information search unit 710 refers to the data table T4 of the material texture DB 744 shown in FIG. 5, and the degree value is within the range of “80 to 100” and the texture type language information “fluffy” is obtained. Search for material information. The material information search unit 710 uses the material information “mohair 65%, nylon 30%, wool 5%, 80 [g / 1000 cm3], 2000 [ ⁇ m], 8 [mm]” as a search result. To 712.
- a product corresponding to the texture indicated by the input language information can be specified in consideration of the degree of texture indicated by the input language information. Therefore, it becomes possible to search for a product having a desired texture more accurately.
- the material information search unit 710 may search for material information based on the degree value transmitted from the user terminal 30. For example, when “fluffy” is extracted as the texture type language information and the degree value 80 is input by the user, the material information search unit 710 refers to the data table T4 of the material texture DB 744 shown in FIG. And material information including the material type language information “fluffy” is retrieved.
- the material information search unit 710 uses the material information “mohair 65%, nylon 30%, wool 5%, 80 [g / 1000 cm3], 2000 [ ⁇ m], 8 [mm]” as a search result. To 712.
- the material information search unit 710 refers to the degree value DB 746 when updating the material texture DB 744 described later, and specifies a range of degree values corresponding to the degree of texture indicated by the texture degree language information extracted by the extraction unit 708. Then, the specified degree value is output to the material texture DB update unit 714.
- the product information search unit 712 specifies a product based on the input language information, and outputs information indicating the specified product to the control unit 718.
- the product information search unit 712 refers to the product material DB 742 and specifies a product made of the material indicated by the material information searched by the material information search unit 710.
- the material information search unit 710 performs material information “mohair 65%, nylon 30%, wool 5%, 80 [g / 1000 cm3], 2000 [ ⁇ m], 8 [mm]”, “100% hair, 120 [ g / 1000 cm3], 1800 [ ⁇ m], 2 [mm] ”and“ acrylic 60%, nylon 25%, polyester 15%, 170 [g / 1000 cm3], 1500 [ ⁇ m], 2 [mm] ”
- specification of a product by the product information search unit 712 will be described.
- the product information search unit 712 refers to the data table T2 of the product material DB 742 shown in FIG. 4, and material information “mohair 65%, nylon 30%, wool 5%, 80 [g / 1000 cm 3], 2000 [ The product indicated by the product number P3 corresponding to the material indicated by “ ⁇ m], 8 [mm]” is specified.
- the product information search unit 712 specifies the product indicated by the product number P5 corresponding to the material indicated by the material information “100% hair, 120 [g / 1000 cm3], 1800 [ ⁇ m], 2 [mm]”.
- the product information search unit 712 includes a product number P7 corresponding to the material indicated by the material information “acrylic 60%, nylon 25%, polyester 15%, 170 [g / 1000 cm3], 1500 [ ⁇ m], 2 [mm]”. Identify the product indicated by. Then, the product information search unit 712 outputs the product numbers P3, P5, and P7 to the control unit 718 as information indicating the specified product.
- the material information search unit 710 refers to the material texture DB 744 and searches for material information corresponding to the texture indicated by the input language information.
- the product information search unit 712 refers to the product material DB 742 and specifies a product made of the material indicated by the material information searched by the material information search unit 710. Therefore, for example, in a product transaction using the Internet or the like where the actual product cannot be picked up and touched, information indicating the product corresponding to the texture indicated by the input language information can be provided to the user. Therefore, it is possible to search for products having a desired texture.
- the product information search unit 712 may identify the product based on the language information indicating the product specifications extracted by the extraction unit 708 with reference to the product material DB 742.
- the specification of a product by the product information search unit 712 when “knit” is extracted as language information indicating the type of product by the extraction unit 708 will be described.
- the product information search unit 712 refers to the data table T2 of the product material DB 742 shown in FIG. 4, and product numbers P3, P5, and P8 corresponding to the specification information including “knit” as information indicating the type of product. Identify the products that each indicates. Then, product information search unit 712 outputs product numbers P3, P5, and P8 to control unit 718 as information indicating the specified product.
- the product information search unit 712 similarly identifies the product based on the extracted language information. Can do.
- the product information search unit 712 may specify a product based on the material information searched by the material information search unit 710 and the language information indicating the specifications of the product extracted by the extraction unit 708.
- the product information search unit 712 specifies a product made of the material indicated by the material information searched by the material information search unit 710 and satisfying the product specification indicated by the language information extracted by the extraction unit 708. May be.
- the product information search unit 712 includes both a product made of the material indicated by the material information searched by the material information search unit 710 and a product satisfying the product specifications indicated by the language information extracted by the extraction unit 708. May be specified.
- the product information search unit 712 may specify the product according to another search condition. For example, when information indicating a product made of a material corresponding to the texture indicated by the input language information is not registered in the product material DB 742, the product information search unit 712 has a texture close to the kind of texture indicated by the input language information. Products may be identified based on type. In addition, when the information indicating the product corresponding to the product specification indicated by the input language information is not registered in the product material DB 742, the product information search unit 712 is based on the specification close to the product specification indicated by the input language information. You may identify the product.
- the product information search unit 712 may search the material information corresponding to the information indicating the product with reference to the product material DB 742.
- the product information search unit 712 refers to the product material DB 742 in updating the material texture DB 744 described later, searches for material information corresponding to information indicating the product in the word-of-mouth information, and outputs the material information to the material texture DB update unit 714. .
- the material texture DB update unit 714 updates the material texture DB 744.
- the material texture DB update unit 714 updates the material texture DB 744 by adding, deleting, or changing registration information in the material texture DB 744 in response to a database update request transmitted from the seller terminal 10.
- the material texture DB update unit 714 outputs information indicating the update result of the material texture DB update unit 714 to the control unit 718.
- the material texture DB update unit 714 associates the texture indicated by the language information acquired in a state associated with the information indicating the product, and the material information corresponding to the information indicating the product associated with the language information. Also good. For example, the material texture DB update unit 714 associates the texture indicated by the language information in the word-of-mouth information acquired from the word-of-mouth DB 50 with the material information corresponding to the information indicating the product associated with the language information.
- the update of the material texture DB 744 by the material texture DB update unit 714 in the case where the product number P9 and the language information “pretty mokomoko” indicating the texture of the product are associated with each other in the acquired word-of-mouth information will be described. To do.
- the language analysis unit 706 performs language analysis on the language information “pretty mokomoko” in the word-of-mouth information. Based on the analysis result output from the language analysis unit 706, the extraction unit 708 extracts “mokomoko” and “much” as the texture type language information and the texture level language information from the language information “pretty mokomoko” in the word of mouth information, respectively. To do.
- the material information search unit 710 refers to the data table T6 of the degree value DB 746 shown in FIG. 6, and sets “50 to 80” as the degree value range corresponding to the degree of texture indicated by the texture degree language information “pretty”. Is specified.
- the product information search unit 712 refers to the data table T2 of the product material DB 742 shown in FIG. 4, and the material information “100% polyester, 100 [g / 1000 cm3], 1300 [ ⁇ m], corresponding to the product number P9, Search for “5 mm”.
- the material texture DB update unit 714 performs the texture information including the extracted texture type language information “Mokomoko” and the specified degree value range “50 to 80”, and the retrieved material information “100% polyester, 100% polyester”. [g / 1000 cm 3], 1300 [ ⁇ m], 5 [mm] ”are associated with each other and registered in the material texture DB 744. In the bottom row of the data table T4 of the material texture DB 744 shown in FIG. 5, the texture information and the material information registered in association with the material texture DB update unit 714 are shown.
- the information amount of the material texture DB 744 is increased. be able to. Thereby, it is possible to search for a product having a desired texture more accurately.
- the material texture DB update unit 714 uses information transmitted from an external device.
- the material texture DB 744 may be updated.
- the material texture DB update unit 714 may update the material texture DB 744 using information transmitted from the seller terminal 10.
- the material texture DB update unit 714 determines the texture and the texture indicated by the acquired language information.
- the information indicating the product associated with the language information may be associated with the corresponding material information.
- the product material DB update unit 716 updates the product material DB 742.
- the product material DB update unit 716 updates the product material DB 742 by adding, deleting, or changing registration information of the product material DB 742 in response to a database update request transmitted from the seller terminal 10. Further, the product material DB update unit 716 outputs information indicating the update result of the product material DB 742 to the control unit 718.
- the control unit 718 controls the overall operation of the product search server 70. In addition, the control unit 718 outputs the language information input from the communication unit 702 to the language analysis unit 706. The control unit 718 outputs a database update request input from the communication unit 702 to the material texture DB update unit 714 or the product material DB update unit 716.
- control unit 718 controls communication with an external device by the communication unit 702. Specifically, the control unit 718 outputs information indicating the product specified by the product information search unit 712 to the communication unit 702, and causes the communication unit 702 to transmit information indicating the product to the user terminal 30. For example, the user terminal 30 causes the display device to display information indicating the received product.
- FIG. 7a On the screen of the display 34 shown in FIG. 7a, an image showing the clothing D1 previously selected by the user U1 is displayed.
- the input language information “fluffy” is transmitted from the user terminal 30 to the product search server 70 as search information.
- the extraction unit 708 extracts “fluffy” as the texture type language information
- the material information search unit 710 searches for material information including the texture type language information “fluffy”.
- the product information search unit 712 identifies clothes D3, D5, and D7 as products made of the material indicated by the material information, and the communication unit 702 uses the product numbers P3, P5, and P7 as information indicating the clothes D3, D5, and D7, respectively. Is transmitted to the user terminal 30.
- images indicating clothing D3, D5, and D7 are displayed on the screen of the display 34 on the user terminal 30 side.
- the clothes superimposed on the user U1 on the screen may be changed to the selected clothes. . Accordingly, it is possible to determine clothes to be purchased after confirming an image showing clothes having a desired texture.
- the communication unit 702 may transmit information indicating a plurality of products specified by the product information search unit 712 to the user terminal 30. Thereby, the candidate of the product which has the texture which a user desires can be provided to a user.
- the communication unit 702 may transmit information indicating the degree of texture of each of the plurality of products specified by the product information search unit 712 to the user terminal 30 in association with information indicating the plurality of products.
- Information indicating the degree of texture of each of the specified products is specified by the product information search unit 712 with reference to the product material DB 742 and the material texture DB 744, for example.
- the identified information is output to the control unit 718 and then input to the communication unit 702.
- the communication unit 702 associates information indicating the degree of texture of each of the clothing D3, D5, and D7 with the product numbers P3, P5, and P7. To the user terminal 30.
- the user terminal 30 may be configured to control display based on the received information indicating the degree of texture.
- the degree values corresponding to “fluffy” are higher in the order of P3, P5, and P7.
- the user terminal 30 receives the texture level value corresponding to the texture type language information “fluffy” of each of the products indicated by the product numbers P3, P5, and P7 from the communication unit 702, and controls display based on the received level value. To do.
- the user terminal 30 may display images showing clothing D3, D5, and D7 on the screen of the display 34 in the order of degree values, as shown in FIG. Accordingly, it is possible to smoothly check a plurality of product candidates provided.
- the degree of texture indicated by the input language information may include a relative degree between products.
- “more” may be applied as the texture level language information indicating the level higher than the level of the texture level of the product previously selected by the user on the user terminal 30 side.
- an image showing the clothing D7 selected last time by the user U1 is displayed.
- the input language information “more fluffy” is input via the microphone 32 by the user U1
- the input language information “more fluffy” is transmitted from the user terminal 30 to the product search server 70 as search information. .
- the language analysis unit 706 “fluffy” and “more” are extracted as the texture type language information and the texture level language information by the extraction unit 708, respectively.
- Information is retrieved.
- the product information search unit 712 identifies clothes D3 and D5 as products made of the material indicated by the material information, and the communication unit 702 transmits product numbers P3 and P5 to the user terminal 30 as information indicating the clothes D3 and D5, respectively. Is done. Thereby, as shown in FIG. 8 b, images indicating the clothes D ⁇ b> 3 and D ⁇ b> 5 are displayed on the screen of the display 34 on the user terminal 30 side.
- the product By searching for material information based on the degree of relative texture between products indicated by the input language information, the product can be specified based on the relative degree between the products indicated by the input language information. Therefore, it becomes possible to search for products having a desired texture more flexibly.
- FIG. 9 is a flowchart showing an example of the flow of search processing performed by the product search server 70 according to the embodiment.
- the control unit 718 determines whether or not language information is included in the search information. (Step S204). When it is determined that language information is not included in the search information (step S204 / NO), the process proceeds to step S218 described later.
- the language analysis unit 706 performs language analysis on the language information (input language information) input by the user (step S206). ), And outputs the analysis result to the extraction unit 708. Then, the extraction unit 708 extracts language information indicating the texture from the input language information based on the analysis result output from the language analysis unit 706 (step S208), and outputs it to the material information search unit 710.
- the control unit 718 determines whether or not the texture type language information is included in the input language information (step S210). If it is determined that the texture type language information is not included in the input language information (step S210 / NO), the process proceeds to step S218 described later.
- the control unit 718 determines whether the input language information includes texture level language information (Step S212). When it is determined that the texture level language information is not included in the input language information (step S212 / NO), the process proceeds to step S216 described later. On the other hand, when it is determined that the texture level language information is included in the input language information (step S212 / YES), the material information search unit 710 refers to the level value DB 746 and the texture level extracted by the extraction unit 708. A degree value corresponding to the degree of texture indicated by the language information is specified. (Step S214).
- the material information search unit 710 refers to the material texture DB 744, searches for material information corresponding to the type of texture indicated by the input language information (step S216), and uses the search result as the product information search unit.
- the product information search unit 712 specifies a product based on the search information input by the user (step S218), and outputs information indicating the specified product to the control unit 718.
- the product information search unit 712 specifies a product based on the input language information.
- the control unit 718 generates communication format information based on information indicating the specified product as information to be transmitted to the communication unit 702 (step S220), and outputs the information to the communication unit 702.
- the communication unit 702 transmits the generated information to the user terminal 30 (step S222), and the process illustrated in FIG. 9 ends.
- FIG. 10 is a flowchart for explaining an example of the input / output result in the search process performed by the product search server 70 according to the embodiment.
- An example of is shown schematically.
- step S206 the language analysis unit 706 determines that the “very” part is an adjective phrase and a synonymous phrase, and the “fluffy” part is an adverb phrase and a synonymous phrase. And that the “knit” part is a noun phrase and is a body stop, is output to the extraction unit 708 as an analysis result.
- step S208 based on the analysis result output from the language analysis unit 706, the extraction unit 708 uses the input language information “very fluffy knit” as the texture type language information and the texture level language information, respectively. “Fuwafuwa” and “very” are extracted and output to the material information search unit 710.
- the material information search unit 710 refers to the data table T6 of the degree value DB 746 shown in FIG. 6, and sets the degree value range corresponding to the degree of the texture indicated by the texture degree language information “very”. Specify “80-100”.
- the material information search unit 710 refers to the data table T4 of the material texture DB 744 shown in FIG. 5, and the degree value is in the range of “80” to “100” and the texture type.
- the material information corresponding to the texture information including the language information “fluffy” is searched, and the search results are “mohair 65%, nylon 30%, wool 5%, 80 [g / 1000 cm3], 2000 [ ⁇ m], 8 [mm]. Is output to the product information search unit 712.
- FIG. 11 is a flowchart illustrating an example of a flow of update processing of the material texture DB 744 performed by the product search server 70 according to the embodiment.
- the control unit 718 determines whether or not the word-of-mouth information includes language information. Determination is made (step S404). When it is determined that the language information is not included in the word-of-mouth information (step S404 / NO), the process proceeds to step S420 described later.
- the language analysis unit 706 performs language analysis on the language information in the word-of-mouth information (step S406) and extracts the analysis result. To 708.
- the extraction unit 708 extracts language information indicating the texture from the language information in the word-of-mouth information based on the analysis result output from the language analysis unit 706 (step S408), and the material information search unit 710 and the material texture DB update unit. To 714.
- the control unit 718 determines whether or not the texture type language information is included in the language information in the word-of-mouth information (step S410). When it is determined that the language information in the word-of-mouth information does not include the texture type language information (step S410 / NO), the process proceeds to step S420 described later.
- the control unit 718 determines whether the language information in the word-of-mouth information includes the texture level language information. Is determined (step S412). When it is determined that the language information in the word-of-mouth information does not include the texture level language information (step S412 / NO), the process proceeds to step S416 described later.
- the material information search unit 710 refers to the level value DB 746 and is extracted by the extraction unit 708. A degree value corresponding to the degree of texture indicated by the texture degree language information is specified (step S414), and the specified degree value is output to the material texture DB update unit 714.
- the product information search unit 712 refers to the product material DB 742 and searches for material information corresponding to the product linked to the language information in the word-of-mouth information (step S416), and the material texture DB.
- the data is output to the update unit 714.
- the material texture DB update unit 714 associates the extracted texture type language information and the texture information consisting of the specified degree value with the retrieved material information, and stores them in the material texture DB 744. Registration, the material texture DB 744 is updated (step S418), and information indicating the update result of the material texture DB update unit 714 is output to the control unit 718.
- control unit 718 generates communication format information based on information indicating the update result of the material texture DB update unit 714 as information to be transmitted to the communication unit 702 (step S420) and outputs the information to the communication unit 702. To do.
- the communication unit 702 transmits the generated information to the user terminal 30 (step S422), and the process illustrated in FIG.
- FIG. 12 is an explanatory diagram showing an example of the data table T9 in the material texture DB 744 according to the first application example.
- the data table T9 unlike the data table T4 shown in FIG. 5, different texture information is associated with a plurality of users for one material indicated by material information in each row.
- the texture information for the user A indicates a texture based on the sense of each user with respect to the material indicated by the material information.
- the user terminal 30 that transmits the search information transmits information for specifying the target user to the product search server 70, so that the product search server 70 recognizes the target user. .
- the product search server 70 sets the texture information for the target user as a reference target in the data table T9 in the product search. Therefore, in the product search by the target user, the material information search unit 710 searches the material information with reference to the material information and the texture information of the target user in the material texture DB 744. Therefore, the material information corresponding to the texture indicated by the input language information input by each user can be searched based on the sense of each user. Therefore, a product having a desired texture can be searched based on the sense of each user.
- the material texture DB 744 has a map format
- the material information search unit 710 searches the material information corresponding to the texture indicated by the input language information using the map of the material texture DB 744.
- the map of the material texture DB 744 degree values corresponding to a plurality of texture types for each material are mapped as multidimensional coordinate values.
- FIG. 13 is an explanatory diagram illustrating an example of the map M10 according to the second application example stored in the storage unit 704.
- the horizontal axis indicates the degree value corresponding to the texture type language information “fluffy”
- the vertical axis indicates the degree value corresponding to the texture type language information “hard”.
- degree values corresponding to the texture type language information “fluffy” and the texture type language information “hard” are mapped as two-dimensional coordinate values for each material.
- the material information search unit 710 specifies coordinate values based on the texture type language information and the texture level language information extracted by the extraction unit 708, and uses the map based on the specified coordinate values to specify the material. Search for information.
- the storage unit 704 stores a texture coordinate value DB (database) indicating the relationship between the texture type language information and the texture level language information, the coordinate value change direction, and the coordinate value change amount.
- FIG. 14 is an explanatory diagram showing an example of the data table T10 of the texture coordinate value DB.
- the texture type language information, the texture level language information, and the coordinate value change amount associated with each other are shown in each row.
- the material information search unit 710 refers to the data table T10 and specifies the coordinate value based on the texture type language information and the texture level language information extracted by the extraction unit 708 from the input language information.
- the material information search unit 710 has coordinates coordinated with “fluffy” and “very”. Based on the value change direction and the coordinate value change amount, the coordinate value increased by 30 in the horizontal axis direction with respect to the reference value of the coordinate value is specified.
- the reference value of the coordinate value is specified by the material information search unit 710 according to the extracted texture type language information when the texture level language information is not extracted by the extraction unit 708 from the input language information. It is a coordinate value. For example, (60, 0) can be applied as the reference value of the coordinate value corresponding to the texture type language information “fluffy”.
- the degree of texture indicated by the input language information may include a relative degree between products.
- the material information search unit 710 displays the coordinates associated with “hard” and “more”. Based on the value change direction and the coordinate value change amount, the coordinate value increased by 30 in the vertical axis direction with respect to the coordinate value corresponding to the product previously selected by the user is specified.
- the material information search unit 710 for example, information indicating the material corresponding to the point plotted at the coordinates of the specified coordinate value in the map M10 shown in FIG. 13, the material information corresponding to the texture indicated by the input language information Search as. Further, the material information search unit 710 selects a material corresponding to a point plotted at a coordinate close to the coordinate of the specified coordinate value when the point is not plotted at the coordinate of the specified coordinate value in the map M10. Alternatively, the search may be made as material information corresponding to the texture indicated by the input language information.
- the information indicating the material corresponding to each point plotted in the map M10 may be, for example, a pair of information indicating the material composition ratio, the density, the thickness, and the length of the hair foot, and is stored in the storage unit 704.
- the material information search part 710 is comprised so that the information which shows the material corresponding to each point can be acquired.
- the material information can be searched based on the degree values respectively corresponding to the plurality of texture types. Accordingly, it is possible to specify a product corresponding to the texture indicated by the input language information in consideration of the degree values corresponding to the plurality of texture types indicated by the input language information. Therefore, a product having a desired texture can be searched more accurately.
- a map related to a texture type language information pair other than a pair of “fluffy” and “hard” and a data table of a texture coordinate value DB are stored in the storage unit 704, and material information is searched using the map and the data table. May be.
- FIG. 15 is an explanatory diagram illustrating an example of a hardware configuration of the product search server 70 according to the present disclosure.
- the product search server 70 includes a CPU (Central Processing Unit) 142, a ROM (Read Only Memory) 144, a RAM (Random Access Memory) 146, a bridge 148, a bus 150,
- the interface 152 includes an input device 154, an output device 156, a storage device 158, a drive 160, a connection port 162, and a communication device 164.
- the CPU 142 functions as an arithmetic processing unit and a control unit, and realizes the operation of the control unit 718 in the product search server 70 in cooperation with various programs.
- the CPU 142 may be a microprocessor.
- the ROM 144 stores programs or calculation parameters used by the CPU 142.
- the RAM 146 temporarily stores programs used in the execution of the CPU 142 or parameters that change as appropriate in the execution.
- the CPU 142, the ROM 144, and the RAM 146 are connected to each other by an internal bus including a CPU bus.
- the input device 154 is an input means for an operator to input information such as a mouse, a keyboard, a touch panel, a button, a microphone, a switch, and a lever, and generates an input signal based on an input by the operator and outputs the input signal to the CPU 142. It consists of an input control circuit.
- the operator of the product search server 70 can operate the input device 154 to input various data and instruct processing operations to the product search server 70.
- the output device 156 performs output to devices such as a liquid crystal display (LCD) device, an OLED (Organic Light Emitting Diode) device, and a lamp, for example. Further, the output device 156 may output sound such as a speaker and headphones.
- LCD liquid crystal display
- OLED Organic Light Emitting Diode
- the storage device 158 is a device for storing data.
- the storage device 158 may include a storage medium, a recording device that records data on the storage medium, a reading device that reads data from the storage medium, a deletion device that deletes data recorded on the storage medium, and the like.
- the storage device 158 stores programs executed by the CPU 142 and various data.
- the drive 160 is a reader / writer for a storage medium, and is built in or externally attached to the product search server 70.
- the drive 160 reads information recorded on a mounted removable storage medium such as a magnetic disk, an optical disk, a magneto-optical disk, or a semiconductor memory, and outputs the information to the RAM 144.
- the drive 160 can also write information to a removable storage medium.
- connection port 162 is, for example, a bus for connecting to an information processing device or peripheral device external to the product search server 70.
- the connection port 162 may be a USB (Universal Serial Bus).
- the communication device 164 is, for example, a communication interface configured with a communication device for connecting to a network. Further, the communication device 164 performs wired communication regardless of whether it is an infrared communication compatible device, a wireless LAN (Local Area Network) compatible communication device, or an LTE (Long Term Evolution) compatible communication device. It may be a wire communication device.
- a wireless LAN Local Area Network
- LTE Long Term Evolution
- the material information search unit 710 refers to the material texture DB 744 and searches for material information corresponding to the texture indicated by the language information input by the user.
- the product information search unit 712 refers to the product material DB 742 and specifies a product made of the material indicated by the material information searched by the material information search unit 710. Therefore, for example, in a product transaction using the Internet or the like where the actual product cannot be picked up and touched, information indicating the product corresponding to the texture indicated by the language information input by the user can be provided to the user. it can. Therefore, it is possible to search for products having a desired texture.
- the information processing system 1 which concerns on this indication demonstrated the example applied to the transaction of clothing above, the technical scope which concerns on this indication is not limited to the example which concerns,
- the information processing system 1 is a variation of a texture. It can be applied to transactions of other products as long as they are transactions of products having For example, the information processing system 1 can be applied to transactions of products such as interior items such as wallpaper and carpets, and automobile interior items in addition to clothing.
- an example in which the information processing system 1 is applied to a carpet transaction will be described.
- FIG. 16 is an explanatory diagram for explaining an example of an image displayed on the screen of the display 34 on the user terminal 30 side according to another embodiment.
- FIG. 16 the example of the display of the screen of the display 34 by the side of the user terminal 30 in the transaction of the carpet using the internet etc. is shown.
- On the screen of the display 34 shown in FIG. 16a an image showing the carpet C10 selected last time by the user is displayed.
- the input language information is transmitted from the user terminal 30 to the product search server 70.
- material information corresponding to the texture indicated by the input language information is searched by the product search server 70, and a product made of the material indicated by the searched material information is specified.
- the products specified by the product search server 70 are carpets C12, C14, C16, and C18
- information indicating the carpets C12, C14, C16, and C18 is transmitted from the product search server 70 to the user terminal 30, respectively. Sent.
- the image which shows the carpets C12, C14, C16, and C18 is displayed on the screen of the display 34 by the side of the user terminal 30.
- FIG. For example, when any one of the images indicating the carpets C12, C14, C16, and C18 is selected by the user, the carpet laid in the room on the screen may be changed to the selected carpet. Good.
- the carpet C12 is selected by the user, the carpet laid in the room on the screen is changed from the image of the carpet C10 to the image of the carpet C12, as shown in FIG. Thereby, a carpet to be purchased can be determined after confirming an image showing a carpet having a desired texture.
- a series of control processing by each device described in this specification may be realized using any of software, hardware, and a combination of software and hardware.
- the program constituting the software is stored in advance in a storage medium (non-transitory medium) provided inside or outside each device.
- Each program is read into a RAM at the time of execution, for example, and executed by a processor such as a CPU.
- processing described using the flowchart in this specification does not necessarily have to be executed in the order shown in the flowchart. Some processing steps may be performed in parallel. Further, additional processing steps may be employed, and some processing steps may be omitted.
- a material information search unit that searches the material information corresponding to the texture indicated by the language information input by the user with reference to the material texture database indicating the relationship between the material information related to the material and the texture;
- a product information search unit that identifies a product made of the material indicated by the searched material information with reference to a product material database indicating the relationship between the material indicated by the material information and the product;
- An information processing apparatus comprising: (2) The information indicating the texture in the material texture database includes information indicating the degree of the texture, The material information search unit searches the material information based on the degree of texture indicated by the language information.
- the information processing apparatus according to (1).
- the information processing apparatus wherein the degree of texture indicated by the language information includes a relative degree between products.
- a material texture database update unit for updating the material texture database includes the texture indicated by the language information acquired in a state associated with the information indicating the product, and the material information corresponding to the information indicating the product associated with the language information. Associate, The information processing apparatus according to any one of (1) to (3).
- the information processing apparatus according to any one of (1) to (4), wherein a relationship between the material information and the texture indicated by the material texture database is different for each of a plurality of users.
- the information processing apparatus further including a communication unit that transmits information indicating a plurality of products specified by the product information search unit to an external device.
- the information indicating the texture in the material texture database includes information indicating the degree of the texture,
- the communication unit transmits information indicating the degree of texture of each of the plurality of products to an external device;
- the information processing apparatus according to (6).
- An information processing method including: (9) A computer for controlling the information processing apparatus;
- a material information search unit that searches the material information corresponding to the texture indicated by the language information input by the user with reference to the material texture database indicating the relationship between the material information related to the material and the texture;
- a product information search unit that identifies a product made of the material indicated by the searched material information with reference to a product material database indicating
- Information processing system 10 Seller terminal 30 User terminal 32 Microphone 34 Display 70 Product search server 90 Information network 102, 302 Input / output interface 104, 304 Transmission information generation unit 106, 306 Generation unit 108, 308 Communication unit 142 CPU 144 ROM 146 RAM 148 Bridge 150 Bus 152 Interface 154 Input device 156 Output device 158 Storage device 160 Drive 162 Connection port 164 Communication device 702 Communication unit 704 Storage unit 706 Language analysis unit 708 Extraction unit 710 Material information search unit 712 Product information search unit 714 Material texture DB Update unit 716 Product material DB update unit 718 Control unit 742 Product material DB 744 Material Texture DB 746 value DB
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Abstract
La présente invention a pour but de permettre d'effectuer une recherche pour un produit qui possède la texture souhaitée. Pour atteindre ce but, l'invention concerne un dispositif de traitement d'informations qui comprend : une unité de recherche d'informations de matériau qui se réfère à une base de données de texture de matériau indiquant une relation entre des informations de matériau concernant un matériau et une texture, et qui recherche dans la base de données des informations de matériau correspondant à une texture qui est indiquée par des informations verbales entrées par un utilisateur ; une unité de recherche d'informations de produit qui se réfère à une base de données de matériau de produit indiquant une relation entre un produit et le matériau indiqué par des informations de matériau, et qui spécifie un produit constitué du matériau indiqué par les informations de matériau recherchées.
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| Application Number | Priority Date | Filing Date | Title |
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| JP2015158030A JP2017037455A (ja) | 2015-08-10 | 2015-08-10 | 情報処理装置、情報処理方法及びプログラム |
| JP2015-158030 | 2015-08-10 |
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| WO2017026146A1 true WO2017026146A1 (fr) | 2017-02-16 |
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| PCT/JP2016/063065 Ceased WO2017026146A1 (fr) | 2015-08-10 | 2016-04-26 | Dispositif de traitement d'informations, procédé de traitement d'informations et programme |
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| JPWO2024071072A1 (fr) * | 2022-09-26 | 2024-04-04 |
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| JP6864920B2 (ja) * | 2019-02-05 | 2021-04-28 | 国立大学法人電気通信大学 | 素材提案装置、素材提案方法および素材提案プログラム |
| JP7220108B2 (ja) * | 2019-03-22 | 2023-02-09 | トヨタ紡織株式会社 | 情報処理装置、および情報処理装置の制御方法 |
| JP7220107B2 (ja) * | 2019-03-22 | 2023-02-09 | トヨタ紡織株式会社 | 情報処理装置、および情報処理装置の制御方法 |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH0545258A (ja) * | 1991-08-09 | 1993-02-23 | Dainippon Printing Co Ltd | 物体の質感チヤートおよびその作成方法ならびにこれを利用したデザイン支援装置 |
| JP2002259542A (ja) * | 2001-03-01 | 2002-09-13 | Toyobo Co Ltd | エコロジー商品販売支援方法、エコロジー商品販売支援プログラム、エコロジー商品販売支援プログラムを記録したコンピュータ読み取り可能な記録媒体、およびエコロジー商品販売支援装置。 |
| JP2010092423A (ja) * | 2008-10-10 | 2010-04-22 | Japan Science & Technology Agency | 近似触感材料推奨システム |
| JP2011022905A (ja) * | 2009-07-17 | 2011-02-03 | Kyodo Printing Co Ltd | 利用者情報提供システム及び利用者情報提供方法 |
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- 2015-08-10 JP JP2015158030A patent/JP2017037455A/ja active Pending
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- 2016-04-26 WO PCT/JP2016/063065 patent/WO2017026146A1/fr not_active Ceased
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH0545258A (ja) * | 1991-08-09 | 1993-02-23 | Dainippon Printing Co Ltd | 物体の質感チヤートおよびその作成方法ならびにこれを利用したデザイン支援装置 |
| JP2002259542A (ja) * | 2001-03-01 | 2002-09-13 | Toyobo Co Ltd | エコロジー商品販売支援方法、エコロジー商品販売支援プログラム、エコロジー商品販売支援プログラムを記録したコンピュータ読み取り可能な記録媒体、およびエコロジー商品販売支援装置。 |
| JP2010092423A (ja) * | 2008-10-10 | 2010-04-22 | Japan Science & Technology Agency | 近似触感材料推奨システム |
| JP2011022905A (ja) * | 2009-07-17 | 2011-02-03 | Kyodo Printing Co Ltd | 利用者情報提供システム及び利用者情報提供方法 |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| JPWO2024071072A1 (fr) * | 2022-09-26 | 2024-04-04 | ||
| WO2024071072A1 (fr) * | 2022-09-26 | 2024-04-04 | Dic株式会社 | Dispositif de recommandation de matériau, procédé de recommandation de matériau et programme |
| JP7578211B2 (ja) | 2022-09-26 | 2024-11-06 | Dic株式会社 | 材料推奨装置、材料推奨方法及びプログラム |
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