KR102491285B1 - Method of operating platform that allows funeral of deceased to be held online with metaverse technology, and provides funeral service and mourning service based on artificial intelligence - Google Patents

Abstract

Provided is a method for operating a platform that allows funeral of the deceased to be held online with metaverse technology, and provides a funeral service and a mourning service based on artificial intelligence. The method comprises the steps in which: a user terminal transmits, to a main server, a signal indicating that the deceased has died and a funeral is requested; the user terminal transmits a funeral condolence list to the main server; and the main server processes the funeral condolence list and provides a mourner terminal with a web link to access virtual reality using metaverse technology in which the funeral is performed.

Description

Funeral of the deceased can be carried out online with Metaverse technology, and a platform operation method that provides artificial intelligence-based funeral process and service for condolences PROVIDES FUNERAL SERVICE AND MOURNING SERVICE BASED ON ARTIFICIAL INTELLIGENCE}

The present invention relates to a method of operating a platform in which the funeral of the deceased can be carried out online with metaverse technology and an AI-based funeral process and service for condolences are provided.

Metaverse technology refers to technology that reproduces a three-dimensional virtual world where social, economic, and cultural activities like the real world take place, and is characterized by being distributed through virtual currency. If a funeral after the death of the deceased can be arranged with virtual reality using metaverse technology, there will be an advantage that the resident and mourners can commemorate the deceased transcending time and place.

On the other hand, artificial intelligence (AI) is a field of computer engineering and information technology that realizes human learning ability, reasoning ability, perception ability, and natural language understanding ability through computer programs.

In particular, supervised learning, which is used in the most fields of artificial intelligence, is a method of predicting future values using training data containing labels. (For example, accuracy and truthfulness) determine the performance of artificial intelligence algorithms.

If, in a funeral implemented in the metaverse, the complex funeral process and service of condolences can be implemented using artificial intelligence, the convenience of the user (resident) will be improved, and at the same time, the courtesy and respect for the deceased will be enhanced by the progress of the condolence service in accordance with the formality. A sense of remembrance can be preserved forever.

The problem to be solved by the present invention is to provide a method of operating a platform in which the funeral of the deceased can be carried out online with metabus technology and the funeral process and condolence service are provided based on artificial intelligence.

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

A method of operating a platform of the present invention for solving the above problems includes the steps of a user terminal transmitting a signal requesting a funeral due to the death of the deceased to the main server; transmitting, by the user terminal, a funeral condolence list to the main server; It may be characterized in that it includes the step of processing the list of funeral condolences by the main server and providing a web link through which the mourning terminal can access virtual reality made of metaverse technology where the funeral is performed.

transmitting, by the user terminal, funeral progress information to the main server; The main server may further include generating a metaverse virtual reality funeral program list by processing funeral progress information using first artificial intelligence.

The main server uses first artificial intelligence that has learned a dataset in which virtual funeral progress information is set as a label value and a virtual metaverse virtual reality funeral program list is set as a feature value, from the funeral progress information received from the user terminal. It may be characterized by generating a metaverse virtual reality funeral program list provided to the user terminal.

Transmitting, by the user terminal, satisfaction index information for a metaverse virtual reality funeral program list to the main server; The main server generates a second artificial intelligence by processing the funeral progress information received from the user terminal, the metaverse virtual reality funeral program list provided to the user terminal, and the satisfaction index information evaluated by the user terminal, It may be characterized by further comprising the step of updating the first artificial intelligence using artificial intelligence.

Funeral proceeding information includes the deceased's sex, age, education, occupation, place of birth, religion, kinship, cause of death, sex, age, education, occupation, place of birth and religion of the deceased's relatives, type of funeral rite, funeral cost, and funeral space , the expected number of mourners, and information on progress time, and the satisfaction index information is a natural number value obtained by absolute evaluation of the list of metaverse virtual reality funeral programs provided by the user terminal from the main server, and the main server receives information from the user terminal. It may be characterized in that the second artificial intelligence is trained using the received funeral progress information and the satisfaction index information evaluated by the user terminal as a label value of the metaverse virtual reality funeral program list provided to the user terminal as a feature value.

The funeral of the deceased can be carried out online with the metaverse technology of the present invention, and the operating method of the platform where the artificial intelligence-based funeral process and service is provided is the metaverse technology by receiving and analyzing data about the deceased from the user. Based on virtual reality, it has the advantage of being able to provide a funeral process in which a user-customized funeral process and a service for condolences are implemented.

Furthermore, the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and in the method of operating a platform in which the funeral process and service for mourners are provided based on artificial intelligence, in the early stage of platform operation, the data set created by the manager's work A list of metaverse virtual reality funeral programs is created using the learned artificial intelligence algorithm, and when the platform enters the stabilization stage, the data that evaluates the user's metaverse virtual reality funeral program list accumulated during the operation process is incorporated into the dataset. By updating the existing artificial intelligence classification algorithm using the artificial intelligence algorithm learned based on this, there is an advantage in providing a list of user-customized metaverse virtual reality funeral programs that are continuously upgraded.

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

1 is a conceptual diagram showing a method of operating a platform in which the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and the funeral process and service of condolences are provided based on artificial intelligence.
Figure 2 is a flow chart showing the operating method of the operating method of the funeral progress process and condolence customer service provided based on artificial intelligence, which enables the funeral of the deceased to be carried out online with the metaverse technology of the present invention.
3 is a metaverse technology of the present invention, the funeral of the deceased can be carried out online, and the artificial intelligence-based funeral process and mourning customer service are provided. It is a conceptual diagram showing the provision of a funeral service.
4 is a conceptual diagram illustrating artificial intelligence used in the operating method of a platform in which the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and the funeral progress process and condolence service are provided based on artificial intelligence.

Advantages and features of the present invention, and methods of achieving them, will become clear with reference to the detailed description of the following embodiments taken in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but may be implemented in various different forms, only these embodiments are intended to complete the disclosure of the present invention, and are common in the art to which the present invention belongs. It is provided to fully inform the person skilled in the art of the scope of the invention, and the invention is only defined by the scope of the claims.

Terminology used herein is for describing the embodiments and is not intended to limit the present invention. In this specification, singular forms also include plural forms unless specifically stated otherwise in a phrase. As used herein, "comprises" and/or "comprising" does not exclude the presence or addition of one or more other elements other than the recited elements. Like reference numerals throughout the specification refer to like elements, and “and/or” includes each and every combination of one or more of the recited elements. Although "first", "second", etc. are used to describe various components, these components are not limited by these terms, of course. These terms are only used to distinguish one component from another. Accordingly, it goes without saying that the first element mentioned below may also be the second element within the technical spirit of the present invention.

Unless otherwise defined, all terms (including technical and scientific terms) used in this specification may be used with meanings commonly understood by those skilled in the art to which the present invention belongs. In addition, terms defined in commonly used dictionaries are not interpreted ideally or excessively unless explicitly specifically defined.

Hereinafter, referring to the drawings, the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and the operating method 1000 of the platform in which the funeral process and the service of condolences are provided based on artificial intelligence will be described. 1 is a conceptual diagram showing a method of operating a platform in which the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and the artificial intelligence-based funeral process and service for condolences are provided, and FIG. 2 is the metaverse of the present invention. Technology enables the funeral of the deceased to be carried out online, and it is a flow chart showing the operating method of the operating method of the platform in which the artificial intelligence-based funeral process and service for condolences are provided. can be carried out online, and it is a conceptual diagram showing that a funeral service for the deceased is provided in virtual reality using metaverse technology in the operating method of a platform that provides artificial intelligence-based funeral process and service for condolences.

The metaverse technology of the present invention enables the funeral of the deceased to be carried out online, and the system constituting the operating method (1000) of a platform in which the funeral process and service of mourning are provided based on artificial intelligence is a user terminal (1) and a mourning terminal (2) and the network (3) and the main server (4).

The user terminal (1) is a terminal used by the deceased's resident (organizer, relatives), and the mourning terminal (2) is a terminal used by the mourners invited to the metaverse funeral. It can be performed online and may be a terminal providing a web page, an app page, a program or an application related to the operating method 1000 of a platform in which a funeral process and service for condolences are provided based on artificial intelligence.

The user terminal 1 and the mourning terminal 2 may be implemented as a computer capable of accessing the remote main server 4 through the network 3, and for example, a navigation system and a web browser are installed. It may include a notebook, a desktop, a laptop, and the like.

In detail, the user terminal 1 and the mourning terminal 2 are wireless communication devices that ensure portability and mobility, and include navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular) , PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband) It may include all kinds of handheld-based wireless communication devices such as Internet) terminals, smartphones, smart pads, tablet PCs, etc., but is not limited thereto. The user terminal 1 and the mourning terminal 2 may be connected to the main server 4 through the network 3 .

The network 3 means a connection structure capable of exchanging information between nodes such as the user terminal 1, the mourning terminal 2, and the main server 4. Examples of such a network include RF, 3GPP ( 3rd Generation Partnership Project (LTE) network, Long Term Evolution (LTE) network, 5rd Generation Partnership Project (5GPP) network, World Interoperability for Microwave Access (WIMAX) network, Internet, Local Area Network (LAN), Wireless LAN (Wireless) Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network), Bluetooth (Bluetooth) network, NFC network, satellite broadcasting network, analog broadcasting network, DMB (Digital Multimedia Broadcasting) network, etc. does not

The main server (4) is a server operated by the manager of the metaverse funeral service platform, and the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and the artificial intelligence-based funeral process and condolence service are provided It may be a server that provides web pages, app pages, programs or applications related to the operating method 1000 of the platform.

The metaverse technology of the present invention enables the funeral of the deceased to be carried out online, and the operating method (1000) of a platform in which a funeral process and a service for condolences are provided based on artificial intelligence is a user terminal (1) to a main server (4). Transmitting a signal indicating that the deceased is dead and requesting a funeral (100); Step 200 of the user terminal 1 transmitting a list of funeral condolences to the main server 4; The main server 4 processes the funeral condolence list and provides a web link that can access the virtual reality made of metaverse technology where the funeral is performed to the mourning terminal 2 (300); Step 400 of the user terminal 1 transmitting funeral progress information to the main server 4; Step 500 of generating a metaverse virtual reality funeral program list by the main server 4 processing funeral progress information using first artificial intelligence; Step 600 of the user terminal 1 transmitting satisfaction index information for the metaverse virtual reality funeral program list to the main server 4; The main server 4 processes the funeral progress information received from the user terminal 1, the metaverse virtual reality funeral program list provided to the user terminal 1, and the satisfaction index information evaluated by the user terminal 1 to process the second Generating artificial intelligence and updating the first artificial intelligence using the second artificial intelligence (700); may include.

In the step 100 of the user terminal 1 sending a signal to the main server 4 that the deceased is dead and requesting a funeral, the user who recognizes the death of the deceased accesses the metaverse funeral platform and requests a metaverse funeral It may be a step to

The step 200 of the user terminal 1 transmitting the list of funeral condolences to the main server 4 may be a step in which the user accesses the metaverse funeral platform and transmits a list of terminals of mourners scheduled to attend the metaverse funeral. there is. In this case, the main server 4 may store and record the list of contacts and IP addresses of the mourning terminal 2 provided to the user in a memory.

The step 300 of the main server 4 processing the list of funeral condolences and providing the mourning terminal 2 with a web link that can access the virtual reality made of metaverse technology where the funeral is performed (300) . It may be a step of setting a web link address for the virtual reality space where the bus funeral is programmed and sending the corresponding web link to the contact information and IP address list for the mourning terminal 2 recorded in the memory to invite the metabus funeral.

The step 400 of the user terminal 1 transmitting the funeral progress information to the main server 4 is a funeral process that is customized for the deceased and the user in the metaverse funeral, and the funeral service used as data to implement the funeral service. It may be a step of inputting progress information. In this case, the funeral proceeding information includes the deceased's sex, age, education, occupation, place of birth, kinship, religion, cause of death, sex, age, education, occupation, place of birth, religion of the deceased's relatives, type of funeral rites, and funeral costs. , funeral space, expected number of mourners, information on the duration of the event, etc. may be included, but is not limited thereto.

Step 500 of generating a metaverse virtual reality funeral program list by the main server 4 processing the funeral progress information using the first artificial intelligence, the funeral progress information using the first artificial intelligence in the main server 4 By processing , it may be a step of generating a list of virtual reality funeral programs in which a funeral process suitable for the deceased and the user and a service for condolences are implemented.

The virtual reality funeral program list generated in the main server 4 is transmitted to the user terminal 1 as a trial version, and the user can experience various virtual reality funeral programs and then select a virtual reality metaverse program to proceed with the funeral.

In this case, each funeral program list may have a different kind of space exterior/interior, ceremonial style, altar style, table setting, guidance/chat/mention (voice) for mourners, and the like.

On the other hand, since the data that can be obtained from the platform is limited at the beginning of the platform operation, there may be a problem of not securing enough datasets for learning the first artificial intelligence. Accordingly, the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and in the operating method (1000) of the platform where the artificial intelligence-based funeral process and service for condolences are provided, the artificial intelligence prediction algorithm is used with virtual data. You can create a product list by creating a product list. A detailed description of generating the above-described first artificial intelligence algorithm will be described later.

Step 600 of the user terminal 1 transmitting satisfaction index information for the metaverse virtual reality funeral program list to the main server 4 is the metaverse virtual reality funeral program list recommended by the user in the main server 4 It may be a step to evaluate satisfaction. In this case, the satisfaction index information may be a natural number value for absolute evaluation of the metaverse virtual reality funeral program list provided from the main server 4, but is not limited thereto.

The main server 4 processes the funeral progress information received from the user terminal 1, the metaverse virtual reality funeral program list provided to the user terminal 1, and the satisfaction index information evaluated by the user terminal 1 to process the second The step 700 of generating artificial intelligence and updating the first artificial intelligence using the second artificial intelligence is the funeral progress information generated while operating the actual app on the main server 4 and the metaverse virtual reality funeral program list and satisfaction It may be a step of updating the first artificial intelligence with the second artificial intelligence learned by the index information.

In other words, in the stage where the operation of the platform is stabilized, a new program that updates the above-mentioned first artificial intelligence algorithm in real time by setting the program list and satisfaction index information for each of the funeral progress information obtained from the platform itself and the metaverse virtual reality funeral as a dataset. An artificial intelligence prediction algorithm can be created to continuously create an updated list of listings. A detailed description of generating the above-described second artificial intelligence algorithm will be described later.

Hereinafter, the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and artificial intelligence used in the operating method (1000) of a platform in which artificial intelligence-based funeral process and condolence service are provided will be described in detail. Artificial intelligence (AI) is a field of computer engineering and information technology that realizes human learning ability, reasoning ability, perception ability, and natural language understanding ability through computer programs. In particular, supervised learning, which is used in the most fields of artificial intelligence, is a method of predicting future values using training data including correct answers (labels).

For reference, machine learning can be defined as a methodology that gives computers the ability to learn on their own without being explicitly programmed. Machine learning is divided into supervised learning and unsupervised learning depending on whether or not the correct answer is specified in the data required for learning, classification that divides data into finite categories according to the purpose of use, and continuous It is divided into regression methodology that maps to values, clustering method that groups similar data, and dimension reduction methodology that maps multidimensional data to a representative lower dimension.

Deep learning, one of the machine learning techniques, has dramatically improved the performance of machine learning, which has been stagnant for a while. , The deep learning structure is a deep neural network (DNN) in which multiple hidden layers exist between the input layer and the output layer, and a filter required for factor extraction in front of the hidden layer. It may include a Convolutional Neural Network (CNN) that learns filters together with , and a Recurrent Neural Network (RNN) capable of processing time-series data by stacking artificial neural networks of each time. Here, the high performance of the deep learning model is explained in two ways. First, the neural network is a universal approximator that can approximate all kinds of functions by overlapping the weighted sum of functions in each layer. If sufficiently general data is given, Data can be replicated with high accuracy. Second, in order to classify data well, it is important to properly extract factors representing the data, and optimal factors can be extracted through filter learning using a convolutional neural network. In addition, deep learning is a form in which a model in the field of artificial intelligence called a neural network has been developed, and a structure in which a hidden layer of an artificial neural network composed of a hierarchical structure is composed of several steps. Recent deep learning models have many internal layers, and the number of weights (meaning the strength of connection) connecting nodes can reach up to billions.

The funeral of the deceased can be carried out online with the metaverse technology of the present invention, and in the operating method (1000) of the platform where the artificial intelligence-based funeral process and service for condolences are provided, data for learning artificial intelligence is required at the beginning of the platform operation. Since it is insufficient, the main server 4 uses the virtual funeral progress information set by the manager as a label value and the virtual metaverse virtual reality funeral program list set by the manager as a feature value. By using, if you input the funeral progress information input by the actual user terminal (1) it is possible to generate a metaverse virtual reality funeral program list.

In this case, the virtual funeral proceeding information includes the deceased's sex, age, education, occupation, place of birth, religion, kinship, cause of death, sex, age, education, occupation, birthplace and religion of the deceased's relatives, type of funeral rites, and funeral rites. It may include, but is not limited to, cost, funeral space, expected number of mourners, and information about the duration of the event.

Accordingly, the main server 4 learns artificial intelligence with virtual funeral progress information (label value) and a virtual metaverse virtual reality funeral program (feature value), and when a real user inputs funeral progress information, matching it It is possible to generate a first artificial intelligence prediction algorithm that outputs a list of metaverse virtual reality funeral programs.

Furthermore, the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and in the operating method (1000) of the platform where the artificial intelligence-based funeral process and service for condolences are provided, when the operation of the platform is stabilized, it is generated within the platform itself. The first artificial intelligence algorithm can be updated in real time by learning artificial intelligence with the data and generating a second artificial intelligence prediction algorithm that provides feedback to the above-described first artificial intelligence algorithm.

In detail, the main server 4 uses the funeral progress information accumulated by a plurality of users and the metaverse virtual reality funeral program list as label values and the satisfaction index information as feature values. When recommending a specific metaverse virtual reality funeral program list to a user who owns progress information, the user's satisfaction index can be predicted. Next, the main server 4 inputs the virtual funeral progress information and the virtual metaverse virtual reality funeral program list set by the existing manager to the second artificial intelligence as label values in order to train the first artificial intelligence. It is possible to predict the user's satisfaction index information. Next, the main server 4 inputs the virtual funeral progress information set by the manager and the second artificial intelligence among a plurality of datasets for the virtual metaverse virtual reality funeral program list in order to train the first artificial intelligence. By excluding the data set in which the value of the satisfaction index information derived from the satisfaction index is less than the average value of the preset satisfaction index (the average value of the satisfaction index evaluated by a plurality of actual users) from the data set for learning the first artificial intelligence, the first artificial intelligence is real-time can be updated with In this case, the first artificial intelligence continuously receives and learns the virtual funeral progress information newly set by the administrator and the virtual metaverse virtual reality funeral program list, so the absence of learning data does not occur and it can evolve according to the user. there is.

On the other hand, in the operating method (1000) of a platform in which the funeral of the deceased can be carried out online with the metaverse technology of the present invention, and the funeral process and service of condolences are provided based on artificial intelligence, the user terminal (1) and the mourning terminal (2) ) and the main server (4) as each node to create a ledger, a program that remits funeral condolences and service usage costs of users and platform managers to an electronic coin system based on blockchain technology can be set up. and the contract between the platform manager can also be carried out as a smart contract.

On the other hand, the metaverse technology of the present invention enables the funeral of the deceased to be carried out online, and in a modification (not shown) of the operating method (1000) of the platform in which the funeral process and condolence service are provided based on artificial intelligence (not shown), Opportunities to request images related to the deceased (photo files of the deceased, video files of the deceased, etc.) may be provided from acquaintances.

To this end, the main server 4 obtains data on the time and timing of a call with the deceased in the past, the number and timing of text messages with the deceased, and the image and number of the deceased from the mourner terminal 2 with the consent of the mourners. can In particular, the main server 4 compares and analyzes the deceased's funeral portrait photos and lifetime photos provided from the user terminal 1 and a plurality of images stored in the mourners terminal 2, and automatically displays images of the deceased in the mourners terminal 2. You can extract and obtain data about the number. In this case, the image of the deceased is retrieved from the mourning terminal 2 by using the artificial intelligence feature point extraction comparison analysis engine for the deceased's funeral portrait and lifetime photos provided from the user terminal 1 and a plurality of images stored in the mourning terminal 2. Although it can be specific, it is not limited to this.

In addition, the main server 4 determines that the call time with the deceased during the first period is longer than a preset specific time and the number of text messages with the deceased is preset by using the call time and text message time of the mourning terminal 2 with the deceased. Among the mourners over a specific number, the mourners who have the most number of images of the deceased may be identified as the first mourners, and the call time with the deceased during the second period that does not belong to the first period is longer than a predetermined specific time, and the deceased Among the mourners whose number of characters is equal to or greater than a predetermined number, a mourner who owns the most number of images of the deceased may be specified as the second mourner.

That is, the main server 4 contacted the deceased at a certain frequency or more during the first period and the second period, and at the same time, the first visitor who had the most images of the deceased (maintained an intimate relationship with the deceased during the first period, The mourners who possess the most images of the deceased) and the second mourners (those who maintained a close relationship with the deceased during the second period and who possess the most images of the deceased) can be specified.

In addition, when the main server 4 confirms that the first and second mourners enter the metaverse virtual reality funeral by the mourning guest terminal 2 while the metaverse virtual reality funeral is in progress, the user terminal 1 You can notify the oil well through the fact. Accordingly, the user visits the 1st and 2nd visitor avatars with his or her own avatar through the user terminal 1 and conducts a voice/text chat with a more special comment to communicate with the 1st and 2nd visitors who are acquaintances of the deceased. A pre-intimacy can be formed.

Furthermore, the main server 4 automatically transfers the image of the deceased stored in the user terminal 2 during the first period to the terminal of the first mourner among the terminals of the mourners 2, under the consent of the user, after the metaverse virtual reality funeral is over. At the same time as sending it to Article 1, you can send a text requesting that the visitor return the image of the deceased. Similarly, after the metaverse virtual reality funeral is over, the main server 4 automatically transfers the image of the deceased stored in the user terminal 2 during the second period to the second mourning terminal among the mourning terminals 2, with the consent of the user. At the same time as sending to Article 2, you can send a text requesting that the image of the deceased in your possession be returned.

According to the foregoing, the first mourning visitor who has formed a prior intimacy with the user at the metaverse virtual reality funeral receives the image of the deceased stored in the first period from the user terminal 1 and reminds himself of memories with the deceased, which he had forgotten for a while. It is possible to recall the image of the deceased possessed by the user and reply to the user (acquisition of the image of the deceased possessed by the closest acquaintance during the first period). The mourners receive the image of the deceased stored in the second period from the user terminal 1, remind the memory of the deceased, and recall the image of the deceased that they have forgotten for a while and reply to the user (the most Acquire an image of the deceased possessed by a close acquaintance).

The funeral of the deceased can be carried out online with the metaverse technology of the present invention described above, and the operating method (1000) of the platform where the funeral process and the service of condolences are provided based on artificial intelligence is combined with a server, which is hardware. It may be implemented as a program (or application) for storage and stored in a medium.

The aforementioned program is C, C++, JAVA, machine language, etc. It may include a code coded in a computer language of. These codes may include functional codes related to functions defining necessary functions for executing the methods, and include control codes related to execution procedures necessary for the processor of the computer to execute the functions according to a predetermined procedure. can do. In addition, these codes may further include memory reference related codes for which location (address address) of the computer's internal or external memory should be referenced for additional information or media required for the computer's processor to execute the functions. there is. In addition, when the processor of the computer needs to communicate with any other remote computer or server in order to execute the functions, the code uses the computer's communication module to determine how to communicate with any other remote computer or server. It may further include communication-related codes for whether to communicate, what kind of information or media to transmit/receive during communication, and the like.

The storage medium is not a medium that stores data for a short moment, such as a register, cache, or memory, but a medium that stores data semi-permanently and is readable by a device. Specifically, examples of the storage medium include ROM, RAM, CD-ROM, magnetic tape, floppy disk, optical data storage device, etc., but are not limited thereto. That is, the program may be stored in various recording media on various servers accessible by the computer or various recording media on the user's computer. In addition, the medium may be distributed to computer systems connected through a network, and computer readable codes may be stored in a distributed manner.

Steps of a method or algorithm described in connection with an embodiment of the present invention may be implemented directly in hardware, implemented in a software module executed by hardware, or implemented by a combination thereof. A software module may include random access memory (RAM), read only memory (ROM), erasable programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), flash memory, hard disk, removable disk, CD-ROM, or It may reside in any form of computer readable recording medium well known in the art to which the present invention pertains.

Although the embodiments of the present invention have been described with reference to the accompanying drawings, those skilled in the art to which the present invention pertains can be implemented in other specific forms without changing the technical spirit or essential features of the present invention. you will be able to understand Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive.

Claims (5)

Sending, by the user terminal, a signal indicating that the deceased is deceased and requesting a funeral to the main server;
transmitting, by the user terminal, a funeral condolence list to the main server;
The main server processing a list of funeral condolences and providing a web link to a terminal of a mourner to access virtual reality made of metaverse technology in which a funeral is performed;
transmitting, by the user terminal, funeral progress information to the main server;
Generating, by the main server, a metaverse virtual reality funeral program list by processing funeral progress information using first artificial intelligence;
Transmitting, by the user terminal, satisfaction index information for a metaverse virtual reality funeral program list to the main server; and
The main server generates a second artificial intelligence by processing the funeral progress information received from the user terminal, the metaverse virtual reality funeral program list provided to the user terminal, and the satisfaction index information evaluated by the user terminal, Including the step of updating the first artificial intelligence using artificial intelligence,
The main server uses first artificial intelligence that has learned a dataset in which virtual funeral progress information is set as a label value and a virtual metaverse virtual reality funeral program list is set as a feature value, from the funeral progress information received from the user terminal. Create a metabus virtual reality funeral program list provided to the user terminal,
Funeral proceeding information includes the deceased's sex, age, education, occupation, place of birth, religion, kinship, cause of death, sex, age, education, occupation, place of birth and religion of the deceased's relatives, type of funeral rite, funeral cost, funeral space, Include information on the expected number of visitors and the duration of the visit;
The satisfaction index information is a natural number value obtained by absolute evaluation of the metaverse virtual reality funeral program list provided by the user terminal from the main server,
The main server learns the second artificial intelligence using the funeral progress information received from the user terminal and the metaverse virtual reality funeral program list provided to the user terminal as a label value and satisfaction index information evaluated by the user terminal as a feature value. let it,
The main server,
Data on the time and timing of calls with the deceased in the past, the number and timing of texts with the deceased, and the images and number of the deceased are obtained from the mourning terminal, By comparing and analyzing a plurality of images stored in the mourning guest terminal, automatically extracting images of the deceased from the mourning guest terminal and obtaining data on the number thereof;
The number of images of the deceased among the mourners whose call time with the deceased during the first period is longer than a preset specific time and the number of text messages with the deceased is equal to or greater than the preset specific number, using the call timing and text message timing with the deceased of the mourning terminal. The mourners who own the most are specified as the first mourners, and the call time with the deceased during the second period that does not belong to the first period is longer than a predetermined specific time and the number of text messages with the deceased is greater than the predetermined specific number. The mourner who has the most number of images of is specified as the second article visitor,
While the metaverse virtual reality funeral is in progress, when it is confirmed by the mourning guest terminal that the first and second mourners enter the metaverse virtual reality funeral, the user terminal is notified,
After the metaverse virtual reality funeral is over, automatically transmits the image of the deceased stored in the user terminal during the first period to the terminal of the first mourner among the terminals of the mourners, and at the same time sends back the image of the deceased possessed by the first mourner Sends a text requesting to do so, automatically transmits the image of the deceased stored in the user terminal during the second period to the second mourning guest terminal among the mourning guest terminals, and at the same time sends a text requesting a reply to the image of the deceased possessed by the second mourning guest. Platform operating method characterized in that. delete delete delete delete

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