KR102634061B1 - Method and apparatus for providing custom-divided and packaged grains in consideration of user's taste and health condition - Google Patents

Abstract

The present invention relates to a method and device for providing grains that are customized and packaged in consideration of the user's taste and health condition. Specifically, the present invention provides a number of grain subdivision recipes for grain type, grain milling degree, and grain mixing ratio based on the user's past taste history, the history of other users similar to the user, the user's disease history information, and health-related information. It relates to a method and device for recommending, subdividing, packaging, and delivering a plurality of grains based on a recipe selected by the user among the recommended recipes.

Description

A method and device for providing grains that are custom-portioned and packaged in consideration of the user's taste and health condition {METHOD AND APPARATUS FOR PROVIDING CUSTOM-DIVIDED AND PACKAGED GRAINS IN CONSIDERATION OF USER'S TASTE AND HEALTH CONDITION}

The present invention relates to a method and device for providing grains that are customized and packaged in consideration of the user's taste and health condition. Specifically, the present invention provides a number of grain subdivision recipes for grain type, grain milling degree, and grain mixing ratio based on the user's past taste history, the history of other users similar to the user, the user's disease history information, and health-related information. It relates to a method and device for recommending, subdividing, packaging, and delivering a plurality of grains based on a recipe selected by the user among the recommended recipes.

As food culture develops, consumer preferences for grain consumption are diversifying for various reasons such as taste or nutritional value. The desire for healthy and fresh cooking is growing among grain consumers, along with simple cooking that omits processes such as polishing, washing, drying, and soaking. As family composition changes, such as single-person households, dual-income households, and dink families, the need for small portion ingredients for one meal is emerging. Considering the variety of grains and their classification by degree of milling, it is impossible to meet each consumer's demand with consistent production alone.

If users can experience a variety of grain products that meet their needs and compare reasonable price estimates, they can have a wide range of choices when deciding on a grain mix. The type and ratio of grains needed are different depending on the grain consumer's preferences, medical history, and trends. If users can access the platform server with a mobile terminal device or computer to order and deliver the customized grain products they want, grains carefully blended according to the individual needs of each user can be provided.

If users can receive grains packaged in small portions based on their own grain ratio combinations, it can have a positive impact on the grain consumption market. In addition, if it is possible to recommend grain subdivision recipes by predicting the tastes of new users based on the order history of various consumers, it can be a good guide for users who are new to mixing various grains.

We provide predicted values of taste and impact based on a temporary recipe of grain ratio combination created by the user. If the user wishes, the subdivided grains based on the temporary recipe are sent to an unspecified number of users for testing and feedback is collected. If it is provided to the user and can be registered as a new recipe according to the user's intention regarding feedback and verification of novelty with existing recipes, new recipes for grain ratio combinations can be efficiently added.

Therefore, based on the user's past taste history, the history of other users similar to the user, the user's disease history information, and health-related information, a number of grain subdivision recipes for grain type, grain milling degree, and grain mixing ratio are recommended and recommended. There is a need for a method and device for subdividing, packaging, and delivering a plurality of grains based on a recipe selected by the user among the recipes.

In addition, based on the selected recipe, grain subdivision production, packaging and delivery are performed without human intervention, and production forecasts and grain raw material management can be automatically performed by exchanging feedback through two-way communication between the control server and grain subdivision equipment. If possible, more efficient and integrated production management can be performed compared to the existing grain subdivision performed with human intervention, and user-customized small-scale production, packaging, and delivery of a large variety of products can be performed.

Therefore, there is a need for a method and device that can automatically produce, package, and deliver grains in small portions through two-way communication with a control server based on a recipe selected by the user.

Republic of Korea Patent No. 10-2299945 (2021.09.02.) (User-customized mixed grain recommendation service provision system and method of operation)

The present invention aims to solve the following problems in order to solve the above-mentioned problems.

The purpose of the present invention is to provide a method and device for providing grains that are customized and packaged in consideration of the user's taste and health condition.

The present invention recommends a number of grain subdivision recipes for grain type, grain milling degree, and grain mixing ratio based on the user's past taste history, the history of other users similar to the user, the user's disease history information, and health-related information, The purpose is to provide a method and device for subdividing, packaging, and delivering a plurality of grains based on a recipe selected by the user among recommended recipes.

The purpose of the present invention is to provide a method and device that can provide recommended grain subdivision recipes by predicting the tastes of new users based on the order history of various consumers.

The present invention predicts nutritional components and taste information for each of a plurality of grain subdivision recipes, and provides nutritional components that require special supplementation based on the user's health status or disease information, while also providing the taste that is most similar to the user's preferred taste. The purpose is to provide a method and device that can provide a number of recipes with predicted taste as recommended recipes.

The present invention provides predicted values of taste and impact based on a temporary recipe of grain ratio combination created by the user, and, if the user wishes, sends subdivided grains based on the temporary recipe to an unspecified number of users for testing and then provides feedback. The purpose is to collect and provide to users, and to provide a method and device for registering as a new recipe according to the user's intention regarding feedback and verification of novelty with existing recipes.

The present invention performs grain subdivision production, packaging and delivery without human intervention based on a selected recipe, and automatically performs production forecasting and grain raw material management by exchanging feedback through two-way communication between the control server and grain subdivision equipment. By doing so, it is possible to perform more efficient and integrated production management compared to the existing grain subdivision performed with human intervention, and to provide methods and devices that can perform customized, small-scale production, packaging, and delivery of a large variety of products. The purpose.

The problems to be solved by the present invention are not limited to those mentioned above, and other problems not mentioned can be clearly understood by those skilled in the art from the description below.

Various embodiments of the present invention relate to a method of operating a server in a communication system, wherein the server includes a transceiver, a memory, and a processor, and provides grain subdivision including user information corresponding to the first user terminal from a first user terminal. A process of receiving a request message by the transceiver, a process of determining a plurality of recommended recipes among a plurality of grain subdivision recipes stored in the memory based on the user information by the processor, and sending the first user terminal to the first user terminal. A process of transmitting information of a plurality of recommended recipes by the transceiver, a process of receiving information of one decision recipe selected among the plurality of recommended recipes from the first user terminal by the transceiver, and a plurality of grain subdividing devices. A process of transmitting control information for packaging grains in types and ratios based on the determined recipe by the transceiver, and sending grains packaged by the grain subdividing device to a delivery device to a user address corresponding to the first user terminal. A process of transmitting control information for performing a delivery procedure, a process of transmitting a message notifying delivery of the packaged grains to the first user terminal by the transceiver, and the plurality of grain subdivision recipes. Each provides a method that includes information on grain type, grain milling level, and grain mixing ratio.

Various embodiments of the present invention provide a server in a communication system. The server includes a transceiver, a memory, a processor, an input device, and an output device, and the processor is configured to perform a server operation method in a communication system according to various embodiments of the present invention.

Various embodiments of the present invention provide a computer program recorded on a computer-readable storage medium. The computer program is configured to perform a server operating method in a communication system according to various embodiments of the present invention.

The present invention can provide a method and device for providing grains that are customized and packaged in consideration of the user's taste and health condition.

The present invention recommends a number of grain subdivision recipes for grain type, grain milling degree, and grain mixing ratio based on the user's past taste history, the history of other users similar to the user, the user's disease history information, and health-related information, A method and device for subdividing, packaging, and delivering a plurality of grains based on a recipe selected by the user among recommended recipes can be provided.

The present invention can provide a method and device that can provide recommended grain subdivision recipes by predicting the tastes of new users based on the order history of various consumers.

The present invention predicts nutritional components and taste information for each of a plurality of grain subdivision recipes, and provides nutritional components that require special supplementation based on the user's health status or disease information, while also providing the taste that is most similar to the user's preferred taste. A method and device that can provide a number of recipes with predicted tastes as recommended recipes can be provided.

The present invention provides predicted values of taste and impact based on a temporary recipe of grain ratio combination created by the user, and, if the user wishes, sends subdivided grains based on the temporary recipe to an unspecified number of users for testing and then provides feedback. can be collected and provided to the user, and a method and device that can be registered as a new recipe can be provided according to the user's intention regarding feedback and verification of novelty with existing recipes.

The present invention performs grain subdivision production, packaging and delivery without human intervention based on a selected recipe, and automatically performs production forecasting and grain raw material management by exchanging feedback through two-way communication between the control server and grain subdivision equipment. By doing so, it is possible to perform more efficient and integrated production management compared to the existing grain subdivision performed with human intervention, and to provide methods and devices that can perform customized, small-scale production, packaging, and delivery of a large variety of products. there is.

The problems to be solved by the present invention are not limited to those mentioned above, and other problems not mentioned can be clearly understood by those skilled in the art from the description below.

1 illustrates a communication system according to various embodiments of the present invention.
Figure 2 shows a block diagram of the configuration of a first user terminal and a second user terminal according to various embodiments of the present invention.
Figure 3 shows a block diagram of the configuration of a server according to various embodiments of the present invention.
Figure 4 shows a block diagram of the configuration of a grain subdividing device according to various embodiments of the present invention.
Figure 5 shows a block diagram of the configuration of a delivery device according to various embodiments of the present invention.
Figure 6 shows an example of a server operation process according to various embodiments of the present invention.
Figure 7 shows an example of an operation process of a grain subdivision packaging and delivery system including a server according to various embodiments of the present invention.
Figure 8 shows an example of a recipe operation process in a grain subdivision packaging and delivery system including a server according to various embodiments of the present invention.
Figure 9 shows an example of a grain subdivision packaging process in a grain subdivision packaging and delivery system including a server according to various embodiments of the present invention.

Hereinafter, with reference to the attached drawings, embodiments of the present invention will be described in detail so that those skilled in the art can easily implement the present invention. The present invention may be implemented in many different forms and is not limited to the embodiments described herein.

1 illustrates a communication system according to various embodiments of the present invention.

Referring to FIG. 1, a communication system according to various embodiments of the present invention includes a first user terminal 100, a server 200, and a second user terminal 300: 300-1, 300-2, ..., 300. -n), blockchain network (400), and wired/wireless communication network (500).

The first user terminal 100 is a terminal operated by the first grain consumer. The first user terminal 100 is a terminal capable of transmitting and/or receiving grain-related information 700 with the server 200 through a wired/wireless network 600. The first user terminal 100 includes a transceiver capable of transmitting and receiving information, a memory capable of storing information, and at least one processor capable of performing calculations on information, such as a computer, cellular phone, smart phone, tablet computer, etc. , may be an electronic device that includes an input device capable of inputting information, an output device capable of outputting information, etc.

The server 200 is a server operated by a grain subdivision packaging and delivery service provider. The server 200 exchanges information with the first user terminal 100 and the second user terminal (300: 300-1, 300-2, ..., 300-n) through the wired/wireless communication network 400. It is an electronic device that can The server 200 may be an electronic device that includes a memory capable of storing information, a transceiver capable of transmitting and receiving information, and at least one processor capable of performing operations on information.

The second user terminal (300: 300-1, 300-2, ..., 300-n) is a terminal operated by second grain consumers. The second user terminal (300: 300-1, 300-2, ..., 300-n) transmits and/or receives grain-related information (700) with the server (200) through the wired/wireless network (600). It is a terminal that can do this. The second user terminal (300: 300-1, 300-2, ..., 300-n) is a transceiver that can transmit and receive information, such as a computer, cellular phone, smart phone, tablet computer, etc., and can store information. It may be an electronic device that includes a memory capable of performing operations on information, at least one processor capable of performing operations on information, an input device capable of inputting information, and an output device capable of outputting information.

The grain subdividing device 400 is a device configured to subdivide a plurality of grains by varying the grain type, grain milling degree, and grain mixing ratio based on a recipe set in control information received from the server 200. The grain subdividing device 400 is a terminal capable of transmitting and/or receiving grain-related information 700 with the server 200 through a wired/wireless network 600. The grain subdividing device 400 includes a transceiver capable of transmitting and receiving information, a memory capable of storing information, at least one processor capable of performing calculations on information, and discharging a set amount of specific grains among a plurality of grains. It may be an electronic device including a grain ejector, a grain transporter configured to transport grains, etc., using a conveyor belt.

The delivery device 500 packages the grain subdivided by the grain subdividing device 400 and displays the delivery address indicated by the server 200 on the packaging so that it can be discharged to delivery-related people/vehicles such as delivery personnel/delivery vehicles. It is a configured device. The delivery device 500 is a terminal capable of transmitting and/or receiving grain-related information 700 with the server 200 through a wired/wireless network 600. The delivery device 500 includes a transceiver capable of transmitting and receiving information, a memory capable of storing information, at least one processor capable of performing calculations on information, a subdivided grain packager configured to package subdivided grain, and packaged grain. It may be an electronic device including a packaged grain transporter configured to transport the grain using a conveyor belt or the like.

The wired/wireless communication network 600 includes a first user terminal 100, a server 200, a second user terminal (300: 300-1, 300-2, ..., 300-n), and a grain subdividing device. (400), provides a communication path through which the delivery device 500 can transmit and receive signals and data with each other. The wired/wireless communication network 600 is not limited to a communication method according to a specific communication protocol, and an appropriate communication method may be used depending on the implementation example. For example, when configured as an Internet protocol (IP)-based system, the wired/wireless communication network 600 may be implemented as a wired or wireless Internet network, and includes a first user terminal 100, a server 200, When the second user terminal (300: 300-1, 300-2, ..., 300-n), the grain subdividing device (400), and the delivery device (500) are implemented as mobile communication terminals, a wired/wireless communication network ( 600) may be implemented as a wireless network such as a cellular network or a wireless local area network (WLAN) network.

Figure 2 shows a block diagram of the configuration of a first user terminal and a second user terminal according to various embodiments of the present invention.

Referring to FIG. 2, the first user terminal 100 and the second user terminal 300 (300-1, 300-2, ..., 300-n) according to various embodiments of the present invention include a transceiver 110. , memory 120, processor 130, input device 140, and output device 150.

The transceiver 110 is connected to the processor 130 and transmits and/or receives signals. All or part of the transceiver 110 may be referred to as a transmitter, receiver, or transceiver. The transceiver 110 uses wired access systems and wireless access systems such as the IEEE (institute of electrical and electronics engineers) 802.xx system, IEEE Wi-Fi system, 3rd generation partnership project (3GPP) system, and 3GPP LTE (long term evolution) system. , 3GPP 5G NR (new radio) system, 3GPP2 system, and Bluetooth can support at least one of various wireless communication standards.

The memory 120 is connected to the transceiver 110, memory 120, processor 130, input device 140, and output device 150, and receives information input through the input device 140, transceiver 110 ) You can store information received through communication. Additionally, the memory 120 may store information about images captured by the camera 160. In addition, the memory 120 is connected to the processor 130 and can store data such as basic programs for operation of the processor 130, application programs, setting information, and information generated by operations of the processor 130. . The memory 120 may be comprised of volatile memory, non-volatile memory, or a combination of volatile memory and non-volatile memory. Additionally, the memory 120 may provide stored data according to a request from the processor 130.

The processor 130 may be configured to implement the procedures and/or methods proposed in the present invention. The processor 130 controls overall operations of the first user terminal 100 or the second user terminal 300 (300-1, 300-2, ..., 300-n). For example, the processor 130 transmits or receives information through the transceiver 110. Additionally, the processor 130 writes and reads data into the memory 120. Additionally, the processor 130 receives information through the input device 140. Additionally, the processor 130 outputs information through the output device 150. Processor 130 may include at least one processor.

The input device 140 is connected to the processor 130 and can input information, etc. According to one embodiment, the input device 140 may input information received from another device connected to the wired/wireless communication network 800 through the transceiver 130. The input device 140 may include a touch display, keypad, keyboard, etc.

The output device 150 is connected to the processor 130 and can output information in the form of video/audio, etc. According to one embodiment, the output device 150 may output information received from another device connected to the wired/wireless communication network 800 through the transceiver 110. The output device 150 may include a display, a speaker, etc.

Figure 3 shows a block diagram of the configuration of a server according to various embodiments of the present invention.

Referring to FIG. 3, the server 200 according to various embodiments of the present invention includes a transceiver 210, a memory 220, and a processor 230.

The transceiver 210 is connected to the processor 230 and transmits and/or receives signals. All or part of the transceiver 210 may be referred to as a transmitter, receiver, or transceiver. The transceiver 210 uses wired access systems and wireless access systems such as the IEEE (institute of electrical and electronics engineers) 802.xx system, IEEE Wi-Fi system, 3rd generation partnership project (3GPP) system, and 3GPP LTE (long term evolution) system. , can support at least one of various wireless communication standards such as 3GPP 5G NR (new radio) system, 3GPP2 system, and Bluetooth.

The memory 220 is connected to the transceiver 220 and is connected to the first user terminal 100 or the second user terminal 300: 300-1, 300-2, ..., through communication of the transceiver 220. Information received from 300-n) can be stored. In addition, the memory 220 is connected to the processor 230 and can store data such as basic programs for operation of the processor 230, application programs, setting information, and information generated by operations of the processor 230. . The memory 220 may be comprised of volatile memory, non-volatile memory, or a combination of volatile memory and non-volatile memory. Additionally, the memory 220 may provide stored data according to the request of the processor 230.

The processor 230 may be configured to implement the procedures and/or methods proposed in the present invention. The processor 230 controls the overall operations of the server 200. For example, the processor 230 transmits or receives information through the transceiver 210. Additionally, the processor 230 writes and reads data into the memory 220. Processor 230 may include at least one processor.

Figure 4 shows a block diagram of the configuration of a grain subdividing device according to various embodiments of the present invention.

Referring to FIG. 4, the grain subdividing device 400 according to various embodiments of the present invention includes a transceiver 410, a memory 420, a processor 430, a grain ejector 440, and a subdividing grain transporter 450. do.

The transceiver 410 is connected to the processor 430 and transmits and/or receives signals. All or part of the transceiver 410 may be referred to as a transmitter, receiver, or transceiver. The transceiver 410 uses wired access systems and wireless access systems such as the IEEE (institute of electrical and electronics engineers) 802.xx system, IEEE Wi-Fi system, 3rd generation partnership project (3GPP) system, and 3GPP LTE (long term evolution) system. , 3GPP 5G NR (new radio) system, 3GPP2 system, and Bluetooth can support at least one of various wireless communication standards.

The memory 420 is connected to the transceiver 420 and can store information received from the server 200 through communication between the transceiver 420 and the like. In addition, the memory 420 is connected to the processor 430 and can store data such as basic programs for operation of the processor 430, application programs, setting information, and information generated by operations of the processor 430. . The memory 420 may be comprised of volatile memory, non-volatile memory, or a combination of volatile memory and non-volatile memory. Additionally, the memory 420 may provide stored data according to the request of the processor 430.

The processor 430 may be configured to implement the procedures and/or methods proposed in the present invention. The processor 430 controls the overall operations of the server 200. For example, the processor 430 transmits or receives information through the transceiver 410. Additionally, the processor 430 writes and reads data into the memory 420. Additionally, the processor 430 discharges a set amount of grain among the plurality of grains through the grain ejector 440. Additionally, the processor 430 transports the subdivided grain through the subdivided grain transporter 450. Processor 230 may include at least one processor.

The grain ejector 440 is connected to the processor 430 and is configured to discharge a set amount of grain among a plurality of grains classified according to grain type and grain milling level based on the control of the processor 440. The grain ejector 440 may be composed of a plurality of dispensers connected to a storage for each grain.

The subdivided grain transporter 450 is connected to the processor 430 and is configured to transport the subdivided grain through the subdivided grain transporter 450 based on the control of the processor 440. The subdivided grain transporter 450 may be composed of a conveyor belt or the like.

Although not shown in FIG. 4, according to various embodiments of the present invention, the grain subdividing device 400 may include one or more of a grain milling device, a grain inspection device, a grain subdividing weighing device, a grain washing device, a grain soaking device, and a grain drying device. It may further include.

Each grain milling device, grain inspection device, grain subdivision measuring device, grain washing device, grain soaking device, and grain drying device may be connected to the processor 430 and configured to operate based on control of the processor 440.

The grain milling device, grain inspection device, grain subdividing (measuring) device, grain washing device, grain soaking device, and grain drying device are linked with the grain discharger 440 and the subdividing grain transporter 450 in one process to polish the grain and , inspecting, subdividing (weighing), washing, soaking, drying, discharging the subdivided grains, and transporting the subdivided grains may be configured to be performed together by being connected to each other in the form of a production line.

The grain milling device, grain inspection device, grain subdividing (weighing) device, grain washing device, grain soaking device, and grain drying device are based on the control information received by the grain subdividing device 400 from the server 200 through the transceiver 410. Based on this, grain subdivision production can be performed fully automatically without human intervention under the control of the processor 440, and can be configured to efficiently perform production forecasting or grain raw material management.

In addition, the grain subdividing device 400 will be configured to perform integrated production management through two-way communication by transmitting information about the production status to the server 200 and receiving feedback control information based on the production status from the server 200. You can.

Figure 5 shows a block diagram of the configuration of a delivery device according to various embodiments of the present invention.

Referring to FIG. 5, the delivery device 500 according to various embodiments of the present invention includes a transceiver 510, a memory 520, a processor 530, a subdivided grain packager 540, and a packaged grain transporter 550. do.

The transceiver 510 is connected to the processor 530 and transmits and/or receives signals. All or part of the transceiver 510 may be referred to as a transmitter, receiver, or transceiver. The transceiver 510 uses wired access systems and wireless access systems such as the IEEE (institute of electrical and electronics engineers) 802.xx system, IEEE Wi-Fi system, 3rd generation partnership project (3GPP) system, and 3GPP LTE (long term evolution) system. , 3GPP 5G NR (new radio) system, 3GPP2 system, and Bluetooth can support at least one of various wireless communication standards.

The memory 520 is connected to the transceiver 520 and is connected to the first user terminal 100 or the second user terminal 300: 300-1, 300-2, ..., through communication of the transceiver 520. Information received from 300-n) can be stored. In addition, the memory 520 is connected to the processor 530 and can store data such as basic programs for operation of the processor 530, application programs, setting information, and information generated by operations of the processor 530. . The memory 520 may be comprised of volatile memory, non-volatile memory, or a combination of volatile memory and non-volatile memory. Additionally, the memory 520 may provide stored data according to the request of the processor 530.

The processor 530 may be configured to implement the procedures and/or methods proposed in the present invention. The processor 530 controls the overall operations of the server 200. For example, the processor 530 transmits or receives information through the transceiver 510. Additionally, the processor 530 writes and reads data into the memory 520. Additionally, the processor 530 can package grains subdivided through the subdivided grain packaging machine 540 into packaging boxes, packaging vinyl, wrapping paper, etc., and print information such as a delivery address on the packaging. Additionally, the processor 530 transports the packaged grain through the packaged grain transporter 550. Processor 530 may include at least one processor.

The subdivided grain packaging machine 540 is connected to the processor 530 and, based on the control of the processor 530, packages the subdivided grains into packaging boxes, packaging vinyl, wrapping paper, etc. and prints information such as the delivery address on the packaging. It is configured to do so. The subdivided grain packaging machine 540 may be composed of a packaging device, a printing device for printing information on the packaging, etc.

The packaged grain transporter 550 is connected to the processor 530 and is configured to transport the packaged grain through the subdivided grain packager 540 based on the control of the processor 530. The packaged grain transporter 550 may be composed of a conveyor belt or the like.

Figure 6 shows an example of a server operation process according to various embodiments of the present invention.

In the embodiment of Figure 6, the server includes a transceiver, memory, and a processor.

Referring to FIG. 6, in step S601, the server receives a grain subdivision provision request message including user information corresponding to the first user terminal from the first user terminal through the transceiver.

In step S602, the server determines, by the processor, a plurality of recommended recipes among the plurality of grain subdivision recipes stored in the memory based on the user information. According to various embodiments of the present invention, each of the plurality of grain subdivision recipes includes information on grain type, grain milling degree, and grain mixing ratio.

In step S603, the server transmits information on the plurality of recommended recipes to the first user terminal through the transceiver.

In step S604, the server receives information about one decision recipe selected among the plurality of recommended recipes from the first user terminal through the transceiver.

In step S605, the server transmits control information to the grain subdividing device to package a plurality of grains in types and ratios based on the determined recipe through the transceiver.

In step S606, the server transmits control information to the delivery device to perform a procedure for delivering the grains packaged by the grain subdividing device to the user address corresponding to the first user terminal.

In step S607, the server transmits a message notifying the delivery of the packaged grains to the first user terminal through the transceiver.

According to various embodiments of the present invention, the embodiment of FIG. 6 includes a process of receiving information on a new grain subdivision recipe from the first user terminal by the transceiver, and the plurality of devices in which the new grain subdivision recipe is stored in the memory. A process of determining by the processor whether it is a new recipe that does not exist in the grain subdivision recipe, and if the new grain subdivision recipe is a new recipe that does not exist in the plurality of grain subdivision recipes, the new grain subdivision recipe A process of updating, by the processor, the information of the plurality of grain subdivision recipes in the memory to be included in the plurality of grain subdivision recipes, and providing compensation information corresponding to the new grain subdivision recipe to the first user terminal by the transceiver. A transmission process may be further included.

According to various embodiments of the present invention, in the embodiment of FIG. 6, information on a new temporary recipe including information on grain type, grain milling degree, and grain mixing ratio is received from the first user terminal by the transceiver. A process of generating predicted nutritional ingredients and taste information based on the information of the new temporary recipe by the processor, and providing the first user terminal with the predicted nutritional ingredients and taste information related to the information of the new temporary recipe. A process of transmitting taste information by the transceiver, a process of receiving test fee payment information and a test request message for the new temporary recipe from the first user terminal by the transceiver, and in response to the test request message A process of transmitting control information for packaging the plurality of grains into sample packaged grains of type and ratio based on the new temporary recipe to the grain subdividing device by the transceiver, and transmitting control information packaged by the grain subdividing device to the delivery device transmitting control information to perform a procedure for delivering sample packaged grains to a user address corresponding to a random plurality of second user terminals, and transmitting control information based on the new temporary recipe from the plurality of second user terminals; A process of receiving a nutritional and taste evaluation message for a sample packaged grain, a process of transmitting compensation information for the nutritional and taste evaluation message to the plurality of second user terminals, and the nutritional and taste evaluation message to the first user terminal. It may further include transmitting a taste evaluation message and receiving information on the new grain subdivision recipe based on the new temporary recipe from the first user terminal by the transceiver.

According to various embodiments of the present invention, the predicted nutritional components and taste information related to the information of the new temporary recipe are based on the nutritional components and taste information preset for each grain type, grain milling degree, and grain mixing ratio. Therefore, information on nutritional components and tastes can be combined with different weights according to the mixing ratio of each grain that makes up the new temporary recipe, and then determined based on the resulting value. Nutrients may be comprised of individual nutrient values. Taste information can be composed of numerical values for each basic taste of sweetness, saltiness, bitterness, sourness, and umami, respectively, depending on the type of grain and the degree of grain milling.

According to various embodiments of the present invention, the embodiment of FIG. 6 includes a process of generating recipe preference user statistical information by the processor based on information of users who have selected a decision recipe for each of the plurality of grain subdivision recipes. More may be included. Among the plurality of grain subdivision recipes, the plurality of recommended recipes are determined based on the recipe preference user statistical information and the user information, and the user information and the user information include the user's gender, age, country, and each grain. It may include detailed regional information requested, seasonal information requested for each grain, and weather information requested for each grain.

According to various embodiments of the present invention, the plurality of recommended recipes include, one or more first grain subdivision recipes similar to the history of previously received decision recipes from the first user terminal, and the user regarding the recipe preference statistical information. It may include one or more second grain subdivision recipes selected based on mapping of information. Among the plurality of recommended recipes, the ratio of the first grain subdivision recipe and the second grain subdivision recipe may be based on a set ratio.

According to various embodiments of the present invention, the user information may include at least one of disease history information and health-related information of the user corresponding to the first user terminal. The plurality of recommended recipes may be determined based on at least one of the disease history information, health-related information, and recommended recipe information for each health condition pre-stored in the memory.

According to various embodiments of the present invention, the plurality of recommended recipes are based on at least one of the disease history information and health-related information, and provide nutrients necessary for the user corresponding to the first user terminal among the plurality of grain subdivision recipes. It can be determined by a grain subdivision recipe with a high ratio.

According to various embodiments of the present invention, among the health information, information on items checked as needing supplementation and information on nutritional components that specifically require supplementation for each disease may be preset and stored in the memory of the server, the type of grain, and the degree of grain milling. , a recommended recipe to meet the required nutritional content can be determined according to the nutritional content provided for each recipe according to the grain mixing ratio. In addition, among a number of recommended recipes that match the nutritional ingredients required by the user, a predetermined number of recommended recipes are extracted and determined in the order in which the predicted taste information is numerically most similar to the taste information of the recipe previously preferred by the user. You can. The taste information of the recipe that the user previously preferred can be determined based on the preferred taste information entered directly by the user, or the taste information of the recipe estimated to be preferred based on the recipe history that the user has previously ordered. there is.

According to various embodiments of the present invention, the embodiment of FIG. 6 is to receive inventory information on the plurality of grains from the grain subdividing device after receiving a plurality of grain subdivision provision request messages from a plurality of user terminals. A process of generating expected production volume of grain subdivision packaging, expected production time, and predicted inventory information of grain raw materials based on the plurality of grain subdivision provision request messages and the inventory information, and based on the predicted inventory information, grain The process of transmitting a grain order message to the sales terminal may be further included.

According to various embodiments of the present invention, the grain subdividing device includes a transceiver, a memory, and a processor. The grain subdividing device includes a grain milling device, a grain inspection device, a grain subdividing weighing device, a grain washing device, a grain soaking device, a grain drying device, and a grain It may include an ejector and a subdivided grain transporter.

According to various embodiments of the present invention, the delivery device may include a transceiver, a memory, a processor, a subdivided grain packager, and a packaged grain transporter.

According to various embodiments of the present invention, the grain subdividing device and the delivery device may be configured to automatically perform grain subdivision production, packaging, and delivery based on control information transmitted from the server.

Various embodiments of the present invention provide a server in a communication system. The server includes a transceiver, a memory, a processor, an input device, and an output device, and the processor is configured to perform a server operation method in a communication system according to various embodiments of the present invention.

Various embodiments of the present invention provide a computer program recorded on a computer-readable storage medium. The computer program is configured to perform a server operating method in a communication system according to various embodiments of the present invention.

Methods according to various embodiments of the present invention include the following basic configuration.

Step 1: Entering and selecting categories and menus directly on the user terminal or requesting product recommendations;

Step 2: Analyzing the existing collected DB and the input DB of other user terminals to recommend a processed customized recipe;

Step 3: Confirming the order quantity of the determined recipe product and printing a purchase payment window where you can purchase the subdivided products;

Step 4: When payment is completed through the user terminal, outputting payment information to the server;

Step 5: Analyzing order quantity and determining production time using artificial intelligence;

Step 6: Producing recipe-tailored grain products through an integrated control device (milling, washing, soaking, drying, packaging);

Step 7: Outputting and distributing a message to the user terminal containing the history and delivery information of the produced product.

Various embodiments of the present invention provide the following technical effects.

It becomes possible to produce customized grain products optimized for the needs of various customers.

By reducing the complex distribution network of individual grains, it is possible to reduce prices and shorten time through a unified distribution process.

Through machine learning of accumulated big data and user information, inventory management, timely production, delivery, and order schedule management are efficiently operated, allowing fresh grain products to be manufactured and delivered to customers on the same day, as well as management and operational maintenance. is convenient.

By combining various grains from multiple agricultural businesses, custom processing them, and packaging them into small portions, we can expand the range of product selection, increase portability, and contribute to the improvement of people's health.

By providing mixed rice that can cook various types of rice requested by customers, it is possible to break away from the consistency of instant rice.

Various embodiments of the present invention can provide the following devices and methods.

Example 1: Device and method for providing customized grain subdivisions combined with the basic configuration of the invention.

Example 2: System for automatically recommending recipes by category such as disease, diet, and restaurant, and providing customized grain subdivisions including these.

Example 3: An apparatus and method for providing customized grain subdivisions, characterized in that the information collected through crawling and ordering customer information are stored and databased, the analysis results are provided to the customer, and the analysis results are utilized.

Example 4: A system for providing customized grain subdivisions that can be ordered in the form of regular subscriptions such as hourly, daily, weekly, etc.

Example 5: Automatic just-in-time production device and method capable of same-day production and delivery through production forecasting.

Example 6: A device and method for providing customized grain subdivision that operates and manages order information from an integrated server to the control device of each facility and automates the entire production from milling to packaging.

Example 7: A device and method capable of recommending more specialized, personally optimized recipes by linking National Health Insurance Corporation information, DNA, or disease history with user information consent. In addition to user input, various general recipe recommendations are also possible using previously learned server data, such as expert recommended recipes, or accumulated data through crawling.

Example 8: In addition to a forwarding platform for recommended recipes and data learning, a device and method in which automation of the entire manufacturing process of rice polishing, subdivision, washing, soaking, drying, packaging, and delivery is performed.

Example 9: When an order from a user terminal is entered into the computer network, automatic production is possible through interface communication with each facility according to the instructions of the central control device, and real-time production based on order volume is achieved through machine learning on the big data of the server. , devices and methods capable of predicting production timing and production volume, managing raw materials and inventory, and pre-ordering.

Example 10: Device and method capable of forward/reverse lot tracking system between raw materials and products through MES traceability management system.

Example 11: Personal information -> Recipe recommendation -> Order -> Production -> Packaging -> Delivery A device capable of real-time computerization of the entire process and maximizing productivity and efficiency through real-time production performance and analysis of loss and abnormalities. method.

Figure 7 shows an example of an operation process of a grain subdivision packaging and delivery system including a server according to various embodiments of the present invention.

Referring to FIG. 7, a grain subdivision packaging and delivery system including a server according to various embodiments of the present invention includes a user interface and a manufacturing interface.

The user interface includes a user terminal, network, and client server. The user terminal can exchange information about grain subdivision packaging and delivery with the production service provider by exchanging information with the client server through the network.

The manufacturing interface includes upper controllers, control devices, and production equipment. The upper controller transmits information to the control device based on information about the user's grain subdivision packaging and delivery received through the client server, and the control device controls the production equipment based on the received information to perform grain subdivision packaging.

Grain subdivision packaging discharged from the production facility is delivered to the delivery company through a message, and then to the user through the delivery company.

The client server can obtain and update user or production-related information through the database. The database may be composed of a product information database (DB), recipe DB, supplier DB, buyer DB, etc.

Figure 8 shows an example of a recipe operation process in a grain subdivision packaging and delivery system including a server according to various embodiments of the present invention.

Referring to FIG. 8, operation of a recipe in a grain subdivision packaging and delivery system including a server according to various embodiments of the present invention includes a data collection module, a data purification module, a data analysis module, a client server, a database, and a user terminal A. , It can be performed by the data processing unit and user terminal B.

Information related to the grain subdivision recipe collected by the data collection module is filtered by the data purification module to determine only usable information, and analysis of the available information is performed through the data analysis module. Additionally, user terminal A may directly provide a new grain subdivision recipe created by user A to the data analysis module. The data analysis module provides analyzed information about multiple grain subdivision recipes to the database through the client server. A plurality of grain subdivision recipes stored in the database are selected with customized information through the data processing unit and provided to user terminal B. User terminal B can receive grain subdivision recipe information tailored to user B's information.

Figure 9 shows an example of a grain subdivision packaging process in a grain subdivision packaging and delivery system including a server according to various embodiments of the present invention.

Referring to Figure 9, the upper controller performs control on control devices A, control devices B, and control devices C classified by type of grain.

Control device A performs grain subdivision control for grain A. Under the control of control device A, the Grain A mill polishes Grain A at different milling degrees, such as 5 minutes for Grain A and 7 minutes for Grain B. The grain A-1 subdivider subdivides 50% grain A-1 and performs washing and soaking. The grain A-2 subdivider subdivides 35% grain A-2 and performs washing and soaking.

Control device B performs grain subdivision control for grain B. Under the control of control device B, the grain B subdivider performs washing and soaking of 10% grain B.

Control device C performs grain subdivision control for grain C. Under the control of the control device C, the grain C subdivider performs washing and soaking of 5% grain C.

A plurality of grains, each washed and soaked, are dried and then packaged.

When implementing embodiments of the present invention using hardware, application specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), and programmable logic devices (PLDs) configured to perform the present invention. , FPGAs (field programmable gate arrays), etc. may be provided in the processor of the present invention.

Meanwhile, the above-described method can be written as a program that can be executed on a computer, and can be implemented in a general-purpose digital computer that operates the program using a computer-readable medium. Additionally, the data structure used in the above-described method can be recorded on a computer-readable storage medium through various means. Program storage devices, which may be used to describe a storage device containing executable computer code for performing various methods of the present invention, should not be understood to include transient objects such as carrier waves or signals. do. The computer-readable storage media includes storage media such as magnetic storage media (eg, ROM, floppy disk, hard disk, etc.) and optical readable media (eg, CD-ROM, DVD, etc.).

The embodiments described above combine the components and features of the present invention in a predetermined form. Each component or feature should be considered optional unless explicitly stated otherwise. Each component or feature may be implemented in a form that is not combined with other components or features. Additionally, it is possible to configure an embodiment of the present invention by combining some components and/or features. The order of operations described in embodiments of the invention may be changed. Some features or features of one embodiment may be included in another embodiment or may be replaced with corresponding features or features of another embodiment. It is obvious that claims that do not have an explicit reference relationship in the patent claims can be combined to form an embodiment or included as a new claim through amendment after filing.

It will be clear to those skilled in the art that the present invention can be embodied in other forms without departing from the technical spirit and essential features of the present invention. Accordingly, the above embodiments should be considered in all respects as illustrative rather than restrictive. The scope of rights of the present invention should be determined by reasonable interpretation of the appended claims and all possible changes within the equivalent scope of the present invention.

100: first user terminal 110: transceiver
120: memory 130: processor
140: input device 150: output device
200: server 210: transceiver
220: memory 230: processor
300 (300-1, 300-2, ..., 300-n): second user terminal
400: Grain subdividing device 410: Transceiver
420: Memory 430: Processor
440: Grain ejector 450: Subdivided grain transporter
500: delivery device 510: transceiver
520: Memory 530: Processor
540: Subdivided grain packaging machine 550: Packaged grain transporter
600: Wired and wireless communication network 700: Grain-related information

Claims (10)

In a method of operating a server including a transceiver, memory, and processor in a communication system,
Receiving, by the transceiver, a grain subdivision request message including user information corresponding to the first user terminal from a first user terminal;
determining, by the processor, a plurality of recommended recipes among a plurality of grain subdivision recipes stored in the memory based on the user information;
Transmitting information on the plurality of recommended recipes to the first user terminal by the transceiver;
Receiving, by the transceiver, information on one decision recipe selected among the plurality of recommended recipes from the first user terminal;
transmitting, by the transceiver, control information for packaging a plurality of grains in types and ratios based on the determined recipe to a grain subdividing device;
transmitting control information for performing a procedure for delivering grains packaged by the grain subdividing device to a user address corresponding to the first user terminal to a delivery device;
Comprising the step of transmitting, by the transceiver, a message notifying the delivery of the packaged grains to the first user terminal,
Each of the plurality of grain subdivision recipes includes information on grain type, grain milling degree, and grain mixing ratio,
Receiving information on a new grain subdivision recipe from the first user terminal by the transceiver;
determining, by the processor, whether the new grain subdivision recipe is a new recipe that does not exist in the plurality of grain subdivision recipes stored in the memory;
If the new grain subdivision recipe is a new recipe that does not exist in the plurality of grain subdivision recipes, the processor stores information on the plurality of grain subdivision recipes in the memory to include the new grain subdivision recipe in the plurality of grain subdivision recipes. Steps to update by; and
Further comprising transmitting compensation information corresponding to the new grain subdivision recipe to the first user terminal by the transceiver,
Receiving, by the transceiver, information on a new temporary recipe including information on grain type, grain milling degree, and grain mixing ratio from the first user terminal;
generating, by the processor, information on nutritional components and taste predicted based on information on the new temporary recipe;
Transmitting, by the transceiver, the predicted nutritional ingredients and taste information related to the information on the new temporary recipe to the first user terminal;
Receiving, by the transceiver, test fee payment information and a test request message for the new temporary recipe from the first user terminal;
transmitting, by the transceiver, control information for packaging the plurality of grains into sample packaged grains of type and ratio based on the new temporary recipe to the grain subdividing device in response to the test request message;
transmitting to the delivery device control information for performing a procedure for delivering sample grains packaged by the grain subdividing device to user addresses corresponding to a random plurality of second user terminals;
Receiving a nutritional and taste evaluation message for the sample packaged grain based on the new temporary recipe from the plurality of second user terminals;
Transmitting compensation information for the nutrition and taste evaluation message to the plurality of second user terminals;
Transmitting the nutritional and taste evaluation message to the first user terminal; and
Further comprising receiving, by the transceiver, information on the new grain subdivision recipe based on the new temporary recipe from the first user terminal,
method.
delete delete According to claim 1,
Further comprising generating, by the processor, recipe preference user statistical information based on information of users who have selected a decision recipe for each of the plurality of grain subdivision recipes,
Among the plurality of grain subdivision recipes, the plurality of recommended recipes are determined based on the recipe preference user statistical information and the user information,
The user information and the user information include the user's gender, age, country, detailed regional information for which each grain was requested, season information for which each grain was requested, and weather information for which each grain was requested.
method.
delete delete According to claim 1,
Receiving a plurality of grain subdividing request messages from a plurality of user terminals and then receiving inventory information on the plurality of grains from the grain subdividing device;
Generating expected production volume of grain subdivision packaging, expected production time, and predicted inventory information of grain raw materials based on the plurality of grain subdivision provision request messages and the inventory information; and
Based on the predicted inventory information, further comprising transmitting a grain order message to the grain sales terminal,
method.
According to claim 1,
The grain subdividing device includes a transceiver, a memory, and a processor. The grain subdividing device includes a grain milling device, a grain inspection device, a grain subdividing weighing device, a grain washing device, a grain soaking device, a grain drying device, a grain discharger, and a grain subdividing transporter,
The delivery device includes a transceiver, memory, processor, subdivided grain packager, and packaged grain transporter,
The grain subdivision device and the delivery device are configured to automatically perform grain subdivision production, packaging, and delivery based on control information transmitted from the server.
method.
In a server in a communication system,
Contains a transceiver, memory, and processor,
The processor is configured to perform the method according to any one of claims 1, 4, 7 to 8,
server.
A computer program configured to perform the method according to any one of claims 1, 4, 7 to 8, and recorded on a computer-readable storage medium.

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