KR20220168347A - A circulating management platform system for investment capital with the concept of ownership based on unique product identification - Google Patents

Abstract

The present invention relates to a virtuous cycle management platform system for investment capital. More specifically, the present invention relates to the virtuous cycle management platform system for investment capital based on the so-called unique product identification information which ensures that the ownership of the corresponding corporate value through product purchase can be increased as a virtuous cycle by establishing an environment where corporate value ownership through consumption and investment is possible at the same time through a platform combining the existing business to consumer (B2C) commerce business model for consumption and stock investment business model for commerce target companies. In order to achieve the purpose, the present invention comprises: an owned investment management server which registers and manages, as unique identification information, information corresponding to products having at least one of the intangible and tangible forms of a company sold through at least one of online and offline, and is to virtuously circulate at least one or more rights among stocks, stock exchange rights, stock conversion rights, and stock acquisition rights in the concept of corporate ownership through the information; an owner terminal for issuing at least one right of a company's stock, stock exchange certificate, stock conversion certificate, and stock acquisition right on the basis of the information managed by the owned investment management server; and a corporate terminal for uploading and checking product information managed by the owned investment management server.

Description

A virtuous cycle management platform system for investment capital based on the concept of ownership based on unique product identification information

The present invention relates to a platform system for managing a virtuous cycle of investment capital, and more specifically, through a platform in which a consumption business model through business to consumer (B2C) commerce and a stock investment business model for commerce target companies are converged. In the virtuous cycle management platform system of investment capital based on the concept of ownership based on the so-called unique product identification information, which enables the ownership of the corporate value through product purchase to increase in a virtuous cycle by establishing an environment where corporate value ownership through investment and product purchase is possible at the same time. it's about

Investment is generally made based on three factors: safety, profitability, and liquidity. Stability is a factor that minimizes the risk of principal loss and prevents loss of valuable assets before profit, and profitability is the essence of investment. As such, liquidity is a factor in how quickly the invested amount can be converted into cash at any time. In general, when profitability increases, stability decreases, and when stability is good, liquidity or profitability decreases. The above three factors are investment In most cases, they act in opposition to each other.

On the other hand, in recent years, with the rapid spread of high-speed Internet networks and the rapid development of communication media, an environment has been established in which an unspecified number of people can invest directly or indirectly regardless of time, space, or specific qualifications. Ordinary people, who have difficulty in easily allocating investment capital among assets, are in a realistic situation where it is difficult to start investing due to the influence of the above three factors due to capital limitations.

In addition, as an example, a QR code (Quick Response code) is a matrix-type bar code that represents information in a black and white plaid pattern. Existing barcodes are basically horizontally arranged and can contain only numerical information of up to 20 characters. Although it is a one-dimensional structure, the QR code is a two-dimensional structure that can record up to 7,089 numbers, 4,296 characters, and 1,817 Chinese characters using horizontal and vertical lines. At most, barcodes could only record information such as specific product names or manufacturers, but QR codes can contain long sentences of internet addresses (URLs), photo and video information, map information, and business card information.

In order to solve the above problems, information corresponding to products having at least one form of intangible and tangible companies sold through at least one of online and offline using a QR code, which is an example of unique identification information, is used. A situation in which an intuitive platform environment is required that manages and acquires at least one or more of the stocks, stock exchange rights, stock conversion rights, and stock acquisition rights in the concept of corporate ownership through the corresponding information along with the purchase of products. to be.

Accordingly, by increasing the accessibility to corporate value ownership through the purchase of products familiar to individual small investors, and at the same time utilizing a virtuous cycle of investment with an appropriate balance of stability / profitability / liquidity, activating marketing for the company's own products and at the same time Development as a virtuous cycle management platform system for investment capital based on the concept of ownership based on unique product identification information capable of increasing value is required.

Republic of Korea Patent Publication No. 10-2015-0017781 Republic of Korea Patent Publication No. 10-2016-0011312

The present invention was made to solve the above problems of the prior art, and it is possible to get out of the existing business model environment consisting of commerce and corporate value ownership investment, and to acquire corporate value through the purchase of products familiar to individual small investors. A virtuous cycle of investment capital based on the concept of ownership based on product-specific identification information that enables marketing of the company's own products and increases corporate value at the same time by utilizing a virtuous cycle of investment in which stability, profitability, and liquidity are appropriately balanced while increasing access to Its purpose is to provide a management platform system.

However, the technical problem to be achieved by the present embodiment is not limited to the technical problems described above, and other technical problems may exist.

In order to achieve the above object, the present invention registers and manages information corresponding to products having at least one form of intangible and tangible products sold through at least one of online and offline as unique identification information, An ownership investment management server for a virtuous cycle of at least one or more rights of stocks, stock exchange rights, stock conversion rights, and stock acquisition rights of the concept of corporate ownership through the corresponding information as investment capital; an owner terminal for issuing at least one right of a company's stocks, stock exchange tickets, stock conversion rights, and stock acquisition rights based on the information managed by the owned investment management server; and a corporate terminal for uploading and confirming product information managed by the owned investment management server.

In addition, the owned investment management server, as information corresponding to the product, at least one of stocks, stock exchange rights, stock conversion rights, and stock warrants in the concept of owning a company that can acquire stocks of a company that sells products at a specified price. It is characterized by having a stock exchange voucher information management module for configuring and managing information on one or more rights as unique identification information of at least one of QR (Quick Response) codes, barcodes and biometric codes.

In addition, the owned investment management server is characterized in that it has a stock exchange voucher issuance management module for supporting the issuance of rights to stocks in proportion to the use time of a site where the corresponding product is provided for an intangible product.

In addition, the stock exchange voucher issuance management module is characterized in that it supports the issuance of stock rights in proportion to the number of times of access to a product having an intangible form according to a specified location of a site where the corresponding product is provided.

In addition, the owned investment management server adjusts stock exchange rights for adjusting and managing at least one of the issuance rate and issuance time for at least one or more rights among stocks owned by the company, stock exchange certificates, stock conversion certificates, and stock acquisition rights. It is characterized by having a module.

In addition, the ownership investment management server collects the product information transmitted by the company terminal and uses at least one of stocks, stock exchange vouchers, stock conversion rights, and stock warrants in the concept of ownership in which a plurality of companies are individually specified through one space. It is characterized by having a product transaction module for supporting product sales corresponding to the above rights.

In addition, the owned investment management server supports issuance of at least one or more of the stocks owned by the company, stock exchange tickets, stock conversion rights, and stock acquisition rights to the owner terminal, and at least one of the companies and products sold for the issued rights. It is characterized by having a stock exchange voucher big data module for storing and managing information corresponding to issuance with one or more, and constructing the corresponding information as big data.

In addition, the owned investment management server performs at least one transaction of trading and exchanging at least one or more rights among a plurality of owner terminals among stocks, stock exchange tickets, stock conversion rights, and stock acquisition rights issued to the owner terminal. It is characterized by having a stock exchange voucher trading module for supporting.

In addition, the owned investment management server uses at least two or more of a plurality of owner terminals, company terminals, and owned investment management servers as nodes, and among stocks, stock exchange tickets, stock conversion rights, and stock warrants of the concept of owned by a company that is issued and managed It is characterized by having a blockchain module for recording encrypted information including information on at least one or more rights and information related to transactions in a block and connecting a plurality of blocks in a chain form.

In addition, the blockchain module targets at least one or more of the issued company-owned stocks, stock exchange rights, stock conversion rights, and stock acquisition rights, and the unissued company-owned stocks, stock exchange rights, stock conversion rights, and Information on at least one of the stock acquisition rights and information related to transactions are not subject to encryption.

The virtuous cycle management platform system for investment capital based on the concept of ownership based on product unique identification information according to the present invention is a platform that combines a consumption business model through commerce and a stock investment business model for commerce target companies. By building an environment where value ownership is possible at the same time, ownership of the corresponding corporate value can be provided through product purchase.

In addition, the company can increase liquidity through the purchased amount and obtain a natural marketing effect according to the purchase.

In conclusion, by increasing the accessibility to corporate value ownership through the purchase of products familiar to individual small investors, and at the same time utilizing a virtuous cycle of investment with an appropriate balance of stability / profitability / liquidity, activating marketing for the company's own products and at the same time It enables a virtuous cycle of investment capital based on the unique product identification information-based ownership concept that can increase value.

However, the effects of the present invention are not limited to the above-mentioned effects, and effects not mentioned will be clearly understood by those skilled in the art from this specification and the accompanying drawings.

1 is a block diagram of a virtuous cycle management platform system for investment capital based on the concept of ownership based on product unique identification information according to an embodiment of the present invention.
2 is a flowchart illustrating a method for managing a virtuous cycle of investment capital based on the concept of ownership based on product unique identification information according to an embodiment of the present invention.

The terms or words used in this specification and claims should not be construed as being limited to ordinary or dictionary meanings, and the inventors may appropriately define the concept of terms in order to explain their invention in the best way. It should be interpreted as a meaning and concept consistent with the technical idea of the present invention based on the principle that there is.

Therefore, the embodiments described in this specification and the configurations shown in the drawings are only one of the most preferred embodiments of the present invention, and do not represent all the technical ideas of the present invention, so that they can be substituted at the time of this application. It should be understood that there may be many equivalents and variations.

Hereinafter, a virtuous cycle management platform system for investment capital based on the concept of ownership based on unique product identification information according to the present invention will be described with reference to the drawings.

1 is a block diagram of a virtuous cycle management platform system for investment capital based on the concept of ownership based on product unique identification information according to an embodiment of the present invention.

The present invention is basically composed of an owned investment management server, an owner terminal and a corporate terminal.

More specifically, the present invention registers and manages information corresponding to a product having at least one form of intangible and tangible products of a company sold through at least one of online and offline as unique identification information, and manages the information. Based on the information managed by the owned investment management server, the ownership investment management server for virtuous circulation of at least one or more of the stocks, stock exchange rights, stock conversion rights, and stock acquisition rights of the concept of corporate ownership through investment capital, the company's stock, It includes an owner terminal for issuing at least one of stock exchange vouchers, stock conversion vouchers, and stock warrants, and a company terminal for uploading and checking product information managed by the owned investment management server.

In addition, the present invention includes all rights to stocks among the above rights, and may include stocks for new stocks/old stocks, stocks with common stocks/preferred stocks, and the like.

In addition, as an example of the stock conversion right, the essence has the nature of a bond, but it means the right to convert to the nature of a stock later by converting it into stock, and as an example of the stock acquisition right, the essence has the nature of a bond However, as a bond with a conditional nature to acquire stocks (eg new stocks, etc.), it means the right to acquire some or all of them later as stocks (eg new stocks, etc.), as an example of stock exchange rights, It means the right to exchange for the stock of company B in exchange for the value of the stock of company A.

In addition, the right is not limited to the example described above, and may be subject to all rights to stocks.

In addition, each of the owner terminal and enterprise terminal connects to the owned investment management server through a network and communicates with the owner terminal to process processes related to purchase and investment information. It should be interpreted as including various communication means such as digital assistant, PMP (portable multimedia player), smart phone, and wearable smart devices, and various functions provided by the owned investment management server through web-based or separate software/applications. can run

In addition, the owned investment management server may be built to serve as a kind of web server, database server, or mobile server, for example, displaying processed results on a web page through an online network or providing necessary input data through a web page In addition to simple text, image, sound, video, etc., the web page should be interpreted as including software for performing specific tasks such as web applications, and also installed on desktops, laptops, smartphones, tablet PCs, etc. It can also be built to provide interfaces with applications that can be used.

In addition, the online network referred to in the present invention may be a core network integrated with a wired public network, a wireless mobile communication network, or a mobile Internet, etc. Protocol), HTTPS (Hyper Text Transfer Protocol Secure), Telnet, FTP (File Transfer Protocol), DNS (Domain Name System), SMTP (Simple Mail Transfer Protocol), etc. , It comprehensively means a data communication network capable of transmitting and receiving data in various forms without being limited to these examples.

Hereinafter, details related to the owner terminal and enterprise terminal will be described.

<Main Components, Functions and Effects of Owner's Terminal and Corporate Terminal>

* input module

The owner terminal and the enterprise terminal may input contents corresponding to purchase and investment information through at least one input method among a text input method, a touch input method, and a voice input method.

In addition, the input module may include a plurality of input keys and function keys for receiving numeric or character information and setting various functions. The function keys include direction keys, side keys, and shortcut keys set to perform specific functions. In addition, the input module may generate a key signal related to function control of the owner terminal and enterprise terminal and transmit it to the owner terminal and enterprise terminal.

In addition, QWERTY keypad, 3*4 keypad, 4*3 keypad, ball joystick, optical joystick, wheel key, touch key, touch pad and It may be formed with any one or a combination of input means such as a touch-screen.

In addition, as an example, when the owner terminal and enterprise terminal support a full touch screen, only a volume key for volume control formed on the side of the case of the corresponding terminal, and a power key for screen on/off and mobile terminal on/off are included. In particular, various input signals, such as an input signal instructing access to the owned investment management server, an input signal corresponding to authentication information input, an input signal instructing selection of a specific sandbox, and an input signal instructing changing the color or transparency of content. An input signal or the like may be generated and transmitted to the owned investment management server.

* Terminal control module

It may also perform a data processing function of controlling the overall operation of the virtuous cycle consuming platform of investment capital and signal flow between internal blocks of owner/corporate terminals, and processing data.

In addition, for example, the terminal control module is a global positioning system (GPS)-based measurement for generating real-time location information of a central processing unit (CPU), an application processor, and the like, and owner/company terminals. A sensor may be provided.

Hereinafter, specific details related to the owned investment management server will be described.

<Main Components, Functions and Effects of Ownership Investment Management Server>

* Stock exchange voucher information management module

As information corresponding to the product, QR ( It consists of at least one unique identification information among Quick Response) code, barcode, and biometric code and manages it.

In addition, as an example, as information corresponding to products having at least one form of intangible and tangible companies sold through at least one of online and offline, unique identification information (e.g., specific serial number, QR code, barcode) , biometric code, etc.) to specify the company for the product to be purchased, and to purchase at least one of the stocks, stock exchange rights, stock conversion rights, and stock acquisition rights owned by the company at a specified price. You can also make it manageable.

In addition, as an example of the above-specified price, the obtainable amount may be specified as 10,000 won per week, and a period limit of one month from the product purchase date may be accompanied as the possible period.

In addition, if the unique identification information is input to the owner terminal, by accumulating at least one of points and stamps in the owner terminal, it may be possible to attract practical owners for using the accumulated points and stamps.

In addition, as an example, the stamp is accumulated once per order and payment for a specific corporate product, and free of charge for products sold by the company according to the number of times the stamp is accumulated in the owner terminal in which unique identification information is entered. It may be supported to enable provision.

In addition, while providing information on events operated separately for each company to the owner's terminal, at least one of the company's product information among the company's location, contact information, new product list, applied discount rate and price is transmitted when the event is announced, so that the owner's It can increase the repurchase rate and enable efficient marketing of small and medium sized companies.

In addition, as an example, by supporting the donation of the accumulated points at the request of the owner terminal, when the owner terminal requests donation of the accumulated points, the points themselves are accumulated in the name of a specific donation organization, and then the donation organization is assigned to the accumulated points. It may be used when purchasing a product sold by a corresponding company.

In addition, the point donation status information of the owner who donated to the donation organization (e.g., donation organization name, donation date, donation organization contact information, amount of donated owner points, etc.) It can also make you feel personally happy.

* Stock exchange voucher issuance management module

For intangible products, the issuance of stock rights is supported in proportion to the time spent using the site where the product is provided.

In addition, as an example, the right to the stock may include at least one or more rights of stocks owned by a company, stock exchange rights, stock conversion rights, and stock acquisition rights.

In addition, as an example, stock exchange vouchers (eg, stock exchange vouchers for one share of company A) are basically issued according to the purchase of one product according to the accumulation of site usage time of a company that sells online-based intangible products through the owner's terminal. In the case of one, it may be supported to reflect the issuance of stock exchange coupons according to the purchase of one product in response to the accumulated usage time as multiple (eg, 2 to 5, etc.) or prompt payment.

In addition, for intangible products, the issuance of stock rights is supported in proportion to the number of accesses according to the specified location of the site where the product is provided.

In addition, as an example, the right to the stock may include at least one or more rights of stocks owned by a company, stock exchange rights, stock conversion rights, and stock acquisition rights.

In addition, as an example, the number of accesses to a site-specific location of a company that sells online-based intangible products (eg, a site screen where product introduction of the company is exposed) is counted through the owner's terminal, and the number of times the counter is Depending on the accumulation, if there is basically one issuance of stock exchange vouchers (eg, stock exchange vouchers for one share of company A) for purchasing one product, multiple issuance of stock exchange vouchers for the purchase of one product corresponds to the accumulated usage time. (Example: 2 to 5, etc.) Or you can support it to be reflected as an expedited payment.

In addition, for an intangible product, the issuance of stock rights can be supported in proportion to the number of accesses to the site where the product is advertised.

In addition, as an example, the right to the stock may include at least one or more rights of stocks owned by a company, stock exchange rights, stock conversion rights, and stock acquisition rights.

In addition, as an example, the number of accesses to sites/banners where online-based intangible products are advertised through the owner's terminal is counted, and according to the accumulation of the number of counters, stock exchange vouchers for purchasing one product (e.g., A If there is only one issuance of stock exchange vouchers for one company share, it may be possible to support the issuance of stock exchange vouchers according to the purchase of one product in response to the accumulated usage time as multiple (e.g., 2 to 5, etc.) or prompt payment. there is.

* Stock exchange voucher adjustment module

At least one or more of the issuance rate and issuance period of at least one or more rights among stocks, stock exchange rights, stock conversion rights, and stock acquisition rights under the concept of corporate ownership are adjusted and managed.

In addition, as an example, at least one or more of stocks owned by a company, stock exchange rights, stock conversion rights, and stock warrants by reflecting factors such as a company's fluctuating value, product launch, fluctuating price, etc., at the request of a corporate terminal. It is also possible to support the adjustment of the issuance rate and issuance timing of rights.

In addition, as an example, according to the stock value of the company disclosed (collecting information through access to an external server that provides the information), stocks, stock exchange vouchers, stocks in the concept of corporate ownership according to unique identification information that is previously managed The issuance rate and timing of issuance of at least one of the conversion right and the stock subscription right may be adjusted.

* Product transaction module

By collecting product information transmitted by corporate terminals, a plurality of companies through one space support the sale of products corresponding to at least one or more of the rights of stocks, stock exchange vouchers, stock conversion rights, and stock acquisition rights in the concept of ownership that are specified as individuals. do.

In addition, as an example, one site (space) integrating a plurality of products according to a plurality of companies in which at least one or more rights of stocks, stock exchange rights, stock conversion rights, and stock acquisition rights can be paid at the same time as product purchase. It is also possible to support an environment in which product sales are possible through

In addition, as an example, an environment in which points corresponding to purchased and paid product prices are generated for each owner terminal and accumulation is made may be supported.

In addition, it is possible to support the owner's visit to the company for the purchased product by supporting the owner's terminal with the previous purchase history to order and pay for the desired product in advance before visiting the company offline.

In addition, by supporting the owner terminal to be able to pay using the accumulated points, it is possible to attract practical owners for using the accumulated points.

In addition to points, in conjunction with various general payment services (e.g., credit/debit cards issued by 1st and 2nd financial institutions, pay services that can be paid on the web, pay registered in the owner's terminal, account transfer, various gift certificates, etc.) You can also secure the convenience of payment.

* Stock exchange voucher big data module

Supports issuance of at least one right among stocks owned by a company, stock exchange vouchers, stock conversion rights, and stock acquisition rights to the owner terminal, and information corresponding to issuance as at least one of the company and products sold for the issued rights is stored and managed, and the information is built as big data.

In addition, as an example, at least one of investment, purchase, resale, and exchange of at least one or more rights of stocks, stock exchange rights, stock conversion rights, and stock acquisition rights of the concept of corporate ownership based on the owner terminal, issuance and correspondence Through the process of storing and managing the information to be stored, it is possible to configure big data on the owner's purchase of a certain company's product, the place (site) where the purchase was made, and the details of the transaction.

In addition, as an example, loss, damage, theft, leakage, counterfeiting, falsification, etc. If economic loss occurs due to a problem in securing the safety of the unique identification information due to The stock exchange voucher big data module receives the unique identification information that has problems with the safety at all times and the owned investment management server (stock exchange voucher information management module) generates new unique identification information based on the transmitted information, By erasing unique identification information that has safety problems, we will systematically materialize solutions for cases where it is difficult to secure safety due to loss, damage, theft, leakage, forgery and falsification of unique identification information, and continuously secure the safety of transactions. may be

In addition, as an example, statistical data is obtained based on the stored transaction information, and based on at least one of the obtained statistical data and the stored transaction information, at least one of stocks, stock exchange rights, stock conversion rights, and stock warrants owned by a company concept. It can also be classified into the above rights issuance/product payment method information, corresponding rights transaction history information, product purchase history information, point reserve information, and the like.

* Stock exchange voucher trading module

Supports at least one transaction among a plurality of owner terminals of buying and selling and exchanging at least one or more rights among stocks owned by a company, stock exchange tickets, stock conversion rights, and stock acquisition rights issued to an owner terminal.

In addition, as an example, when an owner terminal that has been issued stock exchange vouchers and has not yet exchanged them for stocks requests the purchase of the stock exchange vouchers, the purchase of the exchange vouchers may be proposed to a plurality of other owner terminals or may be supported to be processed by the owned investment management server. there is.

In addition, when the owner of the stock exchange certificate requests the purchase of the exchange certificate for personal reasons, the purchasing process can be quickly performed by proposing the purchase of the exchange certificate to a plurality of terminals of other owners.

Alternatively, in a situation where the owner terminal sells the stock exchange voucher as a quick sale, the stock exchange voucher can be purchased through a process of directly processing the purchase cost in the owned investment management server.

In addition, as an example, the current market price of issued stock exchange certificates may be disclosed in real time, and it may be supported to check stock exchange certificate market prices between terminals of a plurality of owners through a public server of an operator having stock-related public confidence.

* Blockchain module

At least two or more of a plurality of owner terminals, corporate terminals, and owned investment management servers are used as nodes, and information on at least one or more rights of stocks, stock exchange vouchers, stock conversion rights, and stock acquisition rights issued and managed by the company, and Encrypted information including transaction-related information is recorded in blocks, and multiple blocks are connected in a chain form.

In addition, as the encrypted information, at least one or more of the issued company-owned stocks, stock exchange rights, stock conversion rights, and stock acquisition rights are targeted, and the unissued company-owned stocks, stock exchange rights, stock conversion rights, and Information on at least one of the stock acquisition rights and information related to transactions are not subject to encryption, so that only substantially issued rights may be managed as encrypted information.

In addition, as an example, in the present invention, transaction history information such as unique identification information, stocks, stock exchange rights, stock conversion rights, and stock acquisition rights of at least one or more of the concepts of product/corporate ownership, such as sale / purchase / exchange, etc. Looking at the method for management, a plurality of owner terminals, company terminals, owned investment management servers, etc. function as blockchain nodes, and these nodes can purchase corporate products, stocks in the concept of corporate ownership, stock exchange rights, stock conversion rights and By recording encrypted information, including information on at least one right among stock warrants and information related to transactions, in a block and connecting multiple blocks in a chain form, the integrity of the encrypted information is verified, resulting in block chain It is also possible to create a transparent investment trading market by sharing related information with a third party through a network so that it cannot be tampered with.

In addition, looking more specifically at the owned investment management server in the present invention, various data managed by the server and stock exchange certificate big data module are preprocessed (data preprocessing module), and statistical data is generated based on the preprocessed data. A mining analysis module may be provided to perform mining analysis based on at least one of the acquired and preprocessed data and the obtained statistical data.

Additionally, looking more specifically at the owned investment management server in the present invention, the mining analysis performed by the mining analysis module among the owned investment management servers is time-series short-term analysis, that is, real-time data analysis concept as well as management It may include data analysis from a microscopic point of view for each data to be analyzed.

Data pre-processing, which is performed by the mining analysis module as a preliminary stage of mining analysis, is to process various data managed by the owned investment management server and stock exchange big data module to derive more useful information for analysis, and to provide more detailed information. Specifically, based on processed data, trends and changes are reflected, patterns of continuous data are analyzed through combination conversion of periodic functions, patterns are analyzed by converting time series data to string form, and patterns are converted by converting time series data to string form. In addition, data preprocessing performed by the data preprocessing module may include, in more detail, smoothing to remove noise of the data and normalization to trim the data to fit into a smaller range. ), discretization that replaces the corresponding data value with another range or higher-level concept.

Looking at the mining analysis performed in the mining analysis module in detail, based on the pre-processed data, statistical data classified by the owner's objective factors such as the owner's residence area, age, gender, etc. are obtained, and the pre-processed data and acquisition Preferred product data by company according to each owner, preferred company data by owner, and preferred stock rights data by owner based on a single analysis algorithm, Decision Tree, through at least one or more of the statistical data. After constructing a model for generating at least one or more data, or analyzing elements such as evaluation or emotion in the data to cluster opinion distributions on related topics, or constructing a model for statistically providing evaluation by quantifying evaluation, different An analysis model may be updated in the form of a boosted tree by arranging a single analysis algorithm in parallel and utilizing a boosting technique, which is a combination/combination form of a plurality of single analysis algorithms. Furthermore, a single bad analysis algorithm may be excluded when updating an analysis model in the form of a plurality of single analysis algorithms by analyzing a pattern generated by repetition of a bad single analysis algorithm among single analysis algorithms.

In addition, looking at the mining performed in the mining analysis module, various data managed by the owned investment management server and the stock exchange big data module are generally stored in the form of text data, and simple text data is unstructured Because it is unstructured data, it is difficult to automate analysis by itself. Therefore, in order to analyze text data, a formalization (pre-processing) process is required to enable automated analysis.

In addition, based on text mining, there is an opinion mining process in which not only the meaning of a text but also emotional information about a recorded text is found. It is also possible to statistically provide opinion distributions on related topics by analyzing factors such as factors such as clustering or quantifying evaluations.

More specifically, when opinion mining is introduced into the mining analysis module, the information contained in the data classified by the owner's objective factors such as the owner's residential area, age, gender, etc., information data transmitted from the company/owner's terminal, overall ownership You can easily check what kind of evaluation or appraisal you have (eg, correlation with product preference corresponding to each data) for the data managed by the investment management server, and what kind of evaluation (eg: It is possible to check whether all data are correlated with product preference corresponding to the product preference, etc.), so it can be helpful in making decisions through related algorithms.

In addition, based on the preprocessed data, any evaluation (e.g., owner's product preference according to region, owner's product preference according to gender, etc.) Owner's product preference according to age, etc.), and the total statistical data is evaluated for each category (e.g., product preference by region/age, product preference by region/gender, region/gender) Product preference according to age/gender, etc.) can be checked to help in analyzing classified and statistical data.

In addition, the owned investment management server uses a machine learning method based on at least one of pre-processed data and mining-analyzed data to provide preferred product data for each owner and preferred company data for each owner. and a preference generating module for generating at least one or more of the preferred stock rights data for each owner.

More specifically, the preference generation module uses gradient descent, one of the machine learning methods, based on at least one of the data analyzed by the mining analysis module and the preprocessed data. At least one or more of the preferred product data for each owner, the preferred company data for each owner, and the preferred stock rights data for each owner are generated. It is a type of machine learning that learns by learning a given environment, determining and executing an action according to a set policy, and modifying the action policy based on the reward obtained according to the action.

Specifically, looking at gradient descent, gradient descent is primarily about estimating a 'function relationship', in other words, from a data set (x, y). It can be said that it is a process of generating a hypothesis using a learning algorithm, inputting data into the generated hypothesis, obtaining predicted value data, and finding out what kind of equation the expression corresponding to the hypothesis is and what the coefficient means.

In addition, in machine learning regression analysis, if the coefficients of the equation are linear, it is called Linear Regression Analysis, and if the coefficients of the equation are multiple, it is called Multiple Linear Regression Analysis, and the test data is y= The data created by mixing a slight error in the x graph shows the result of finding the weight value (w) and bias value (b) that fit the data through learning, and the error with the result value according to the definition of y = wx + b A suitable function can be found through gradient descent.

In addition, when learning hypotheses about data, by calculating the difference between the drawn line and the distribution of each data, it can be known that the line with the smallest difference is the line suitable for this model, and this is called the cost function. It can be used to infer the difference between the actual hypotheses and the expressed values.

Specifically, since the cost function (error function) is composed of two parameters (w, b) and can be expressed in a two-dimensional space, the height of the error function at each point is the error for a straight line, and some straight lines It has a smaller error than other straight lines. For example, when performing the gradient descent algorithm in Tensor Flow, it starts at a point on this plane and moves to find a straight line with a smaller error.

In addition, in order to calculate the gradient of the error function, the error function is differentiated, and whenever there is repetition of the process of finding a straight line, partial differential equations for w and b are required to determine the moving direction.

Multiple regression analysis is defined as y = w1*x1 + x2*x2 + b in the case of multiple regression analysis with two or more variables (x1, x2). And through learning, you can find a plane that fits the data.

Through single and multiple linear regression analysis as above, it can be seen that if there is any data, a function representing the data can be learned.

In addition, the gradient descent method is an optimization algorithm for minimizing the cost cost. Optimization is to select the one that best satisfies a given criterion among several allowable values, and to find the position of the minimum value of the function in the opposite direction of the slope of the cost function. It can be said to be the process of finding the optimal parameter while moving little by little with the step size defined by .

In addition, the owned investment management server uses a deep learning method based on at least one or more of preprocessed data, mining analyzed data, and data generated by a preference generation module to provide information on newly released products for each company. It may be provided with a preference prediction module for predicting the preference of the existing owner. Looking at the algorithm of the deep learning method, some of the deep learning algorithm can be implemented as a convolution neural network (CNN) algorithm, , the convolutional neural network algorithm may include one or more convolutional layers, one or more activation functions, and one or more pooling layers, where each convolutional layer may consist of one or more convolutional filters. The structure of such a convolutional neural network may vary according to specific embodiments of the present invention.

2 is a flowchart illustrating a method for managing a virtuous cycle of investment capital based on the concept of ownership based on product unique identification information according to an embodiment of the present invention.

On the other hand, the method for managing a virtuous cycle of investment capital based on the concept of ownership based on product identification according to the present invention basically includes a product identification information management step, a stock exchange certificate issuance step, a stock exchange certificate transaction step, and a block chain step.

More specifically, the proprietary investment management server registers and manages information corresponding to a product having at least one of intangible and tangible forms of a company sold through at least one of online and offline as unique identification information and manages the unique product. Identification information management step, issuance of stock exchange vouchers for issuing at least one of the company's stocks, stock exchange vouchers, stock conversion vouchers, and stock acquisition rights based on information managed by the owned investment management server for the product purchased by the owner terminal Step, wherein the owned investment management server supports at least one transaction among a plurality of owner terminals of buying and selling and exchanging at least one or more rights among stocks, stock exchange tickets, stock conversion rights, and stock acquisition rights of a company issued to the owner terminal Stock exchange voucher trading step, and the owned investment management server uses at least two or more of a plurality of owner terminals, corporate terminals, and owned investment management servers as nodes, stocks, stock exchange vouchers, stock conversion vouchers, and It includes a block chain step of recording encrypted information including information on at least one of the stock acquisition rights and information related to transactions in a block and connecting a plurality of blocks in a chain form.

In the above description of the present invention with reference to the accompanying drawings, the specific shape and direction have been mainly described, but the present invention can be variously modified and changed by a person having ordinary knowledge in the technical field belonging to the invention, and these Modifications and changes should be construed as being included in the scope of the present invention.

Claims (10)

Register and manage information corresponding to at least one of the intangible and tangible products of a company sold through at least one of online and offline as unique identification information, and use the information to register and manage stocks and stocks in the concept of corporate ownership. an ownership investment management server for virtuous circulation of at least one or more of exchange rights, stock conversion rights, and stock warrants into investment capital;
an owner terminal for issuing at least one right of a company's stocks, stock exchange tickets, stock conversion rights, and stock acquisition rights based on the information managed by the owned investment management server;
Characterized in that it comprises a; corporate terminal for uploading and checking product information managed by the owned investment management server.
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 1,
The owned investment management server,
As information corresponding to the product,
QR (Quick Response) code, barcode and biometric Characterized in that it has a stock exchange voucher information management module for configuring and managing at least one or more unique identification information of the recognition code.
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 1,
The owned investment management server,
It is characterized by having a stock exchange voucher issuance management module to support the issuance of rights to stocks in proportion to the use time of the site where the product is provided for products with intangible forms.
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 3,
The stock exchange voucher issuance management module,
It is characterized by supporting the issuance of stock rights in proportion to the number of accesses to the specified location of the site where the product is provided for an intangible product.
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 1,
The owned investment management server,
A stock exchange voucher adjustment module for adjusting and managing at least one of the issuance rate and issuance period for at least one or more rights among stocks, stock exchange vouchers, stock exchange vouchers, and stock acquisition rights in the concept of corporate ownership. Characterized in that,
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 1,
The owned investment management server,
By collecting product information transmitted by corporate terminals, a plurality of companies through one space support the sale of products corresponding to at least one or more of the rights of stocks, stock exchange vouchers, stock conversion rights, and stock acquisition rights in the concept of ownership that are specified as individuals. Characterized in that it has a commodity trading module for
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 1,
The owned investment management server,
Supports issuance of at least one right among stocks owned by a company, stock exchange vouchers, stock conversion rights, and stock acquisition rights to the owner terminal, and information corresponding to issuance as at least one of the company and products sold for the issued rights Characterized in that it has a stock exchange voucher big data module for storing and managing and constructing the information as big data.
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 1,
The owned investment management server,
Equipped with a stock exchange voucher trading module for supporting at least one transaction among a plurality of owner terminals of trading and exchanging at least one or more rights among stocks, stock exchange vouchers, stock conversion vouchers, and stock warrants of the concept of corporate ownership issued to the owner terminal. characterized in that,
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 1,
The owned investment management server,
At least two or more of a plurality of owner terminals, corporate terminals, and owned investment management servers are used as nodes, and information on at least one or more rights of stocks, stock exchange vouchers, stock conversion rights, and stock acquisition rights issued and managed by the company, and It is characterized by having a blockchain module for recording encrypted information including information related to transactions in a block and connecting a plurality of blocks in a chain form.
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.
The method of claim 1,
The blockchain module,
As the encrypted information,
At least one or more of shares, stock exchange certificates, stock conversion rights, and stock warrants owned by a company subject to at least one of issued stocks, stock exchange certificates, stock conversion rights, and stock warrants owned by a company that has not been issued Characterized in that information about and information related to transactions are not subject to encryption,
A virtuous cycle management platform system for investment capital with the concept of ownership based on unique product identification information.

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