KR20220051606A - open market system of ship supplies for chinese-speaking country - Google Patents

Abstract

The present invention provides an open market system of ship supplies for Chinese-speaking countries to increase economic efficiency. According to the present invention, the open market system comprises: a user terminal group including buyer terminals and seller terminals provided for trading ship supplies; a user information storage unit storing a database for registered ship information and personal information of a buyer and seller input from the buyer terminal and the seller terminal; a ship supplies data storage unit storing a database of ship supplies coded with preset classification codes for each major category, middle category, and small category; a search log storage unit storing search log data input from the buyer terminal; a supplier data storage unit storing a database of inventory information of ship supplies owned by each seller; a transaction record storage unit storing a database of transaction records including transaction items, transaction time, transaction price, transaction amount, delivery time, and quality information of delivery products when a transaction occurs between the buyer and the seller; and a web server individually communicating with the user terminal group through the Internet network and connecting communications so that the databases are connected to the user information storage unit, the ship supplies data storage unit, the search log storage unit, the supplier data storage unit, and the transaction record storage unit.

Description

Chinese ship supplies open market system {open market system of ship supplies for chinese-speaking country}

The present invention relates to an open market system for Chinese goods, and more particularly, to an open market system for goods from a Chinese winding that has improved economic feasibility.

Since Bitcoin, the first blockchain-based application, was developed in 2009, blockchain has been applied to various fields such as cloud storage services and blockchain computing services as well as electronic money systems such as Bitcoin.

Here, Bitcoin is electronic money issued, stored, and distributed on a distributed network rather than a centralized organization such as a government or a bank. Bitcoin was first issued in 2009 and has maintained its currency value without a centralized institution until now, and is rapidly increasing in terms of the number of users and transaction volume.

The background to maintaining the monetary value of Bitcoin is blockchain technology. At this time, blockchain is a technology that maintains security and integrity in a decentralized network environment without a centralized server. Based on these strengths, various computing data can be shared, and it has started to be applied to systems other than electronic money. .

For example, there is a service that uses the disk space of another computer by issuing its own coin to a storage provider as a cloud storage system using block chain and maintains reliability through division verification.

As another example, Ethereum is a platform that can register and execute applications that perform smart contracts for electronic money. While Bitcoin simply provides remittance of electronic money, Ethereum provides transaction by contract.

However, blockchain has an inefficient operating structure that wastes computing resources heavily. Specifically, in the case of Bitcoin, it takes as much time as possible to verify the integrity of the transaction transaction, and each participating node must store a 30Gbyte-sized ledger. In addition, in order to approve the transaction, all nodes must verify the transaction through the ledger and approve the transaction based on the verification result. In other words, all nodes participating in the blockchain must store the same ledger and perform all the same verification tasks. For this reason, blockchain is very inefficient in resource from the point of view of the entire network.

As mentioned, blockchain is a core technology used for decentralized money management in Bitcoin. Blockchain maintains the integrity of transactions by making it impossible for any user to falsify data without a central authority.

And, in order to maintain the integrity of the block chain, all participating nodes participating in the block chain network store transaction details (ledgers) and inspect newly created transaction transactions through the stored books.

For example, even if one participating node manipulates the transaction and performs double payment, all other nodes verify the double payment and reject the agreement, thereby denying approval of the transaction. Therefore, data manipulation does not occur unless more than 51% of all nodes agree falsely.

On the other hand, the current global ship goods market is worth 100 trillion won per year, whereas the domestic ship goods market is 900 billion won, occupying a very low market share compared to the global scale. Accordingly, research and development are being carried out to introduce a domestic open market system that can easily and conveniently trade ship goods.

But. In developing the open shipping market, code standardization work for about 80,000 types of shipping products needs to be performed, and the development of a trading recommendation system for shipping products that users can conveniently use in the shipping open market is insufficient. .

In addition, the conventional open market system used in Greater China, including China, does not provide data mining technology using data patterns and big data or technology at the level of artificial intelligence, so it is simply recommended to use a spreadsheet manually or to recommend only the same type of product. There was a problem in that it could not provide a function beyond the recommendation algorithm.

On the other hand, the existing ship goods classification code can be assigned as a six-digit code with a two-digit code, each with a large category, a medium category, and a small category. In other words, if the six-digit classification code for pre-commodities is known, the buyer can order the product. Here, the classification code may be increased as line goods are gradually added. In the prior art, when the number of medium classification codes exceeds a preset quota, code values are temporarily assigned from other large classification codes and used.

However, when a code value is borrowed from another major classification code and temporarily assigned to use, product identification is difficult using only the classification code, and there is a problem in that the convenience of use is lowered because a clear classification standard cannot be presented as a code.

Korean Patent Registration No. 10-1396547

In order to solve the above problems, an object of the present invention is to provide an open market system for Chinese winding goods with improved economic feasibility.

In order to solve the above problems, the present invention is a user terminal group comprising a buyer terminal and a seller terminal provided for the transaction of ship goods; a user information storage unit for storing a database for registered ship information and personal information of the buyer and the seller inputted from the buyer terminal and the seller terminal; a ship article data storage unit in which the database for the ship supplies is stored as a database coded with a classification code preset for each major category, medium category, and minor category; a search log storage unit for storing search log data input from the purchaser terminal; a supplier data storage unit in which a database for inventory information of ship products owned by each seller is stored; a transaction record storage unit for storing a database for transaction records including transaction goods, transaction time, transaction price, transaction volume, delivery time required, and quality information of a delivery product when a transaction occurs between a buyer and a sales price; and the user terminal group and the Internet network are individually communicatively connected, and the database is communicated to the user information storage unit, the ship supplies data storage unit, the search log storage unit, the supplier data storage unit, and the transaction record storage unit. It provides an open market system for Chinese shipping products including a web server that is connected to communication.

Here, the web server includes a transaction recommendation unit that generates transaction recommendation data from each database stored in the user information storage unit, the ship goods data storage unit, the search log storage unit, the supplier data storage unit and the transaction record storage unit. It is preferable to further include a flight information storage unit that stores a flight schedule information database for a vessel on which one of the buyer and the seller is boarding, and is communicatively connected so that the flight schedule information database is communicated to the web server.

In this case, the operation information storage unit includes data stored on the departure point, departure time, stopover point, port entry point, arrival time, and current location of the ship on which either the buyer or the seller is boarding, and the current location extracted in real time through a GPS device. A schedule information database is stored, and location information data for the location of the other one of the buyer and the seller is stored, and the transaction recommendation unit includes a departure point, a stopover point, and a port entry point of any one of the buyer and the seller extracted from the flight schedule information database. , When the location of the other one of the buyer and the seller extracted from the sales location information data matches each other, supplier recommendation data for the matching seller is generated and transmitted to the buyer terminal, wherein the location is any one of a departure point, a stopover point, and a port entry point. Preferably, it is set to an area within one preset radius, and the location is input and set by a system manager terminal included in the user terminal group and stored in the flight information storage unit.

In addition, the transaction recommendation unit generates reputation information data on the seller from the database for the transaction records stored in the transaction record storage unit and stores the data in the user information storage unit, and the purchaser-specific shipping product transaction records stored in the transaction record storage unit Based on the purchase pattern data for , and when a transaction occurs between a buyer and a seller, based on the flight schedule information database, the delivery schedule information data including information on the arrival and delivery time of the transaction goods at the port of entry into which the ship enters is calculated, It is preferable to further include a flight and delivery management unit for transmitting the delivery schedule information data to the user terminal group.

And, it further comprises an allocation control unit for measuring the capacity of the database for the stored line goods coded with a preset classification code, and selectively controlling the measured capacity to increase and decrease, the ship goods data storage unit for classification for large categories The code, the classification code for the medium classification, and the data for each classification code for the small classification are respectively allocated to a byte space of a first predetermined capacity, and the allocation control unit is assigned to each of the classification codes allocated to the byte space of the first capacity. If any one of the data for the data exceeds the first capacity, it is preferable to control to reallocate the byte space to a second capacity equal to or greater than the first capacity.

Through the above solution means, the present invention provides the following effects.

First, if the destination, stopover, and port of one of the buyers and sellers extracted from the flight schedule information database by the transaction recommendation unit and the location of the other one of the buyers and sellers extracted from the sales place information data match each other, the supplier to the seller As the recommendation data is transmitted to the purchaser's terminal, the buyer's convenience can be improved by automatically recommending a customized ship supplies seller according to the buyer's route.

Second, the transaction recommendation unit generates purchase product recommendation data for line items classified by the same classification code stored in the line product data storage unit based on the purchase pattern data for each purchaser’s shipping product transaction record, and converts the purchase product recommendation data into reputation information. Since the data is sorted sequentially corresponding to the data, the usability can be improved.

Third, data for each classification code for a large category, a medium category, and a small category is allocated to a byte space of a predetermined first capacity in the ship supplies data storage unit, and the allocation control unit determines which one of the data for each classification code is the first capacity In the case of exceeding the byte space, the byte space is reallocated to the second capacity greater than the first capacity, so that the ease of product identification can be remarkably improved even when the types of line items increase.

Fourth, when a transaction occurs, based on the flight schedule information database stored in the port arrival information storage for the vessel the buyer or seller is on board, the shipping and delivery management unit includes information on the arrival and delivery time of the transaction item to the port of entry where the vessel enters the port. Since the schedule information data is calculated and transmitted, the buyer or seller can grasp the schedule through the delivery schedule information before delivery of the pre-shipment, so that usability can be improved.

1 is a block diagram showing a system for an open market for Chinese goods in accordance with an embodiment of the present invention.
Figure 2 is an exemplary view showing a state of use of the Chinese goods open market system according to an embodiment of the present invention.
3 is an exemplary diagram illustrating a provider and purchaser evaluation service based on a block chain transaction record in a system for an open market for Chinese goods in accordance with an embodiment of the present invention.
4 is an exemplary diagram illustrating a transaction recommendation service in a system for an open market for Chinese goods in accordance with an embodiment of the present invention.
Figure 5 is an exemplary view showing a statistical analysis output screen in the open market system for Chinese goods in accordance with an embodiment of the present invention.
6 is an exemplary view showing a state of use of the allocation control unit in the system for the open market for Chinese winding goods according to an embodiment of the present invention.
7 is a diagram showing an example of use of an open market system for Chinese goods in accordance with an embodiment of the present invention.

Hereinafter, with reference to the accompanying drawings will be described in detail the Chinese wind goods open market system according to a preferred embodiment of the present invention.

1 is a block diagram showing a system for an open market for Chinese goods in accordance with an embodiment of the present invention, and FIG. 2 is an exemplary view showing a state of use of the system for open market for goods from a Chinese winding according to an embodiment of the present invention, FIG. 3 is an exemplary diagram illustrating a provider and buyer evaluation service based on a block chain transaction record in the Chinese goods open market system according to an embodiment of the present invention, and FIG. 4 is a Chinese goods open market system according to an embodiment of the present invention. It is an exemplary view showing a transaction recommendation service in the present invention, Figure 5 is an exemplary view showing a statistical analysis output screen in the Chinese goods open market system according to an embodiment of the present invention, Figure 6 is a Greater China region according to an embodiment of the present invention It is an exemplary diagram showing the usage state of the allocation control unit in the ship goods open market system, and FIG. 7 is an exemplary diagram showing the use of the Chinese goods open market system according to an embodiment of the present invention.

As shown in FIGS. 1 to 7 , the Chinese winding goods open market system 200 according to an embodiment of the present invention includes a user terminal group 110 , a user information storage unit 121 , and a shipping data storage unit 122 . ), a search log storage unit 123 , a supplier data storage unit 124 , a transaction record storage unit 125 , and a web server 130 .

At this time, as shown in FIG. 7 , the Chinese goods open market system 200 according to an embodiment of the present invention is provided in a Chinese language such as Simplified Chinese to be used in the Greater China region including China. It is desirable to understand that it is implemented as a system for the market.

Here, the user terminal group 110 is provided for the transaction of ship goods, and a buyer terminal that requests at least one of trend analysis for quotation requests for ship supplies, price analysis of ship supplies based on quotation invoices, and hourly demand analysis of ship supplies. It is preferable to include a 111, a seller terminal 112, a manufacturer terminal 113, and a system manager terminal 114.

In addition, the user information storage unit 121 may be provided as a storage device to store a database for the registered vessel information and personal information of the buyer and the seller inputted from the buyer terminal 111 and the seller terminal 112 . . In this case, the registered ship information and the personal information may be input by each user on the open market through the user terminal group 10 and stored.

In addition, the ship article data storage unit 122 may be provided as a storage device so that the database for the ship article is stored as a database coded with a classification code preset for each major category, medium category, and small category, respectively.

In addition, the search log storage unit 123 may be provided as a storage device to store search log data for a search word input from the purchaser terminal 111 . In addition, the supplier data storage unit 124 may be provided as a storage device to store a database of stock information of ship goods owned by each seller.

In addition, the transaction record storage unit 125 is a storage device to store a database for transaction records including transaction product, transaction time, transaction price, transaction volume, delivery time required, and quality information of the delivered product when a transaction occurs between the buyer and the selling price. can be provided.

Here, the user information storage unit 121, the ship goods data storage unit 122, the search log storage unit 123, the supplier data storage unit 124, and the transaction record storage unit 125 are each It may be provided independently of each other as a storage device and is preferably provided to transmit and receive data by being connected to the web server 130 for communication.

On the other hand, the Chinese line goods open market system 200 according to an embodiment of the present invention includes the user information storage unit 121, the line goods data storage unit 122, the search log storage unit 123, and the The supplier data storage unit 124 and the transaction record storage unit 125 are configured as a backend area, and as shown in FIG. 7 , the user terminal group 110 is configured in a Chinese language to be used in the Greater China region including China. It is desirable to understand that the web page for the global open goods market displayed and provided through the front-end area is composed of the front-end area.

At this time, referring to FIG. 2 , the Chinese goods open market system 200 provides big data-based popularity through period and category trend analysis on the initial screen before login on the open market provided through the user terminal group 110 . A product recommendation function may be provided.

In addition, the Chinese ship goods open market system 200 can provide a customized buyer-based recommendation function based on individual purchase records for each buyer on the initial screen after logging in on the open market provided through the user terminal group 110. there is.

In addition, the Chinese goods open market system 200 can provide an item-based recommendation function that recommends items highly related to the selected item on the search result screen for line goods on the open market provided through the user terminal group 110 . there is.

In addition, the Greater China shipping open market system 200 provides a sailing context-based recommendation function for recommending a supplier based on the voyage record and supply performance on the supplier selection screen on the open market provided through the user terminal group 110 . can do.

Moreover, the Chinese ship goods open market system 200 comprehensively recommends items related to the database for personal purchase records and the selected ship goods on the shopping cart screen on the open market provided through the user terminal group 110 . and a user complex-based recommendation function may be provided.

On the other hand, the web server 130 is individually communicatively connected to the user terminal group 110 and the Internet network 1 through the user information storage unit 121, the ship supplies data storage unit 122, and the The search log storage unit 123 , the supplier data storage unit 124 , and the transaction record storage unit 125 are preferably communicatively connected so that the database is communicated. Furthermore, the web server 130 may be provided to store a block-chained database with respect to the database for the transaction records stored in the transaction record storage unit 125 and to manage the key ID for information linkage for the block chain. .

In detail, the user terminal group 110 including the buyer terminal 111 , the seller terminal 112 , the manufacturer terminal 113 and the system manager terminal 114 is connected to the Greater China region through the Internet network 1 . Each of the web servers 130 of the product open market system 200 may be communicatively connected. In addition, the web server 130 includes the user information storage unit 121 , the ship supplies data storage unit 122 , the search log storage unit 123 , the supplier data storage unit 124 , and the transaction record storage. It may be communicatively coupled to unit 125 .

At this time, the web server 130 of the Chinese line goods open market system 200 stores the user information storage unit 121, the ship goods data storage unit 122, the search log storage unit 123, and the supplier data. It is possible to perform interworking of the unit 124 and the block chain database. In detail, the block chain stored in the block chain database and the user information storage unit 121, the ship goods data storage unit 122, the search log storage unit 123 and the supplier data storage unit 124 are stored in the The general transaction enables mutual linkage through the web server 130, and information through the block chain recorded in the transaction record storage unit 125 corresponding to the block chain database is stored in the user information storage unit 121 and the ship goods. The data storage unit 122 , the search log storage unit 123 , and the supplier data storage unit 124 may communicate with each other so that information is connected to each other to be utilized.

To this end, the web server 130 is preferably provided so that the individual transaction server for the block chain manages the transaction record storage unit 125 and manages the key ID for information connection for connection. In addition, it is preferable to apply an intelligent decision algorithm and a distributed server management technology utilizing block chain security while the block chain technology and transaction recommendation system technology are provided in the Greater China ship goods open market system 200 .

In addition, the web server 130 performs a function of blocking e-mail address extraction through the homepage to prevent spam in the application of security and data management measures, and is constructed by applying database encryption and hacking blocking, personal information protection technology, and By grafting the system, it is possible to encrypt personal information and destroy it at any time. In addition, the web server 130 performs stable management and leakage prevention of customer information, performs customer information protection and encryption by applying an SSL security module, and strengthens management of personal information such as member ID, password, and card number It may be provided to prevent leakage of customer information through the In addition, it is preferable that the web server 130 is provided to perform a secure connection when a member login and an encryption function for preventing personal information leakage, real-name authentication and member information management functions are linked for the protection and security of personal information.

Here, when a transaction occurs between a buyer and a seller, data on payment, delivery and receipt, exchange, refund, and transaction cancellation may be block-chained and stored in the transaction record storage unit 125 . In this case, the server unit 30 may include a block generating unit, and the block generating unit may be provided to generate a plurality of blocks by encrypting and block chaining each data stored in the transaction record storage unit 125 . In addition, the web server 130 may store a key value and a sequence number set for encryption, and each data and a block generated through the block generating unit may be stored.

In addition, the block is generated in plurality, including data generated for each data to which a key value set for encryption and a sequence value are given, and it is preferable to be encrypted data and block chained through a hash function such as SHA-256 . Here, SHA (Secure Hash Algorithm) is a standard hash algorithm published by the National Institute of Standards and Technology (NIST) and is the most widely used worldwide throughout the software market. In addition, SHA is currently mainly used in SHA-1 and SHA-2 series, and SHA-2 is specifically divided into SHA-224, SHA-256, SHA-384, and SHA-512, and SHA-256 is the most used. And, SHA-256 is composed of 256 bits and returns a 64-character string. For example, the string "contract" can be converted to 64-digit data such as "875C2FD188350……1877005365BA2" via SHA-256.

In addition, the block includes a header and a body, and the header stores hash values, block versions, Merkle root, and nonce values of adjacent blocks for forgery prevention, and the body stores a hash function It is preferable that the data about the transaction record encrypted through , is stored in a hash tree structure. In this case, the hash function refers to a function that converts any arbitrary data having an arbitrary length into any data of a predetermined length, and the block means a space in which data on a transaction record is aggregated to form a tree structure.

These blocks are generated one by one at a preset time interval and spread throughout the network through the Internet network 1, and the nth block thus created is each block to prove the integrity of the n-1th block through a hash tree structure. These are chained and connected to each other. For example, since a hash value equal to the hash value of the n-1 th block exists in the header of the n th block, it can be verified that the n-1 th block is not modulated.

On the other hand, between the seller terminal 112, the manufacturer terminal 113 and the system manager terminal 114 corresponding to the supplier constituting the user terminal group 110, and the purchaser terminal 111 corresponding to the consumer The web server 130 may provide a reputation management service. In detail, since one of the biggest advantages of the open market platform is that the transaction and purchase records of platform participants are transparently disclosed, in the present invention, a mutual evaluation system of suppliers/consumers and market participants participating in the platform using transaction history data can provide

For example, a supplier who sells low-quality products or misses a delivery date should receive a penalty (penalty) in the transaction process to reduce trading opportunities. It is necessary to have many opportunities. By fairly evaluating platform participants through this blockchain transaction record-based supplier/buyer evaluation service, it is possible to increase the competitiveness of platform participants and provide incentives to actively participate in the platform.

Here, it is preferable that the web server 130 provides a definition of an evaluation index and an evaluation system for fair reputation evaluation of platform participants. That is, the web server 130 may provide a definition of an evaluation index for each platform participant, and a definition of an evaluation index for each platform participant based on block chain transaction and transaction history data. For example, the web server 130 is an evaluation index for each platform participant, and from the consumer's point of view, data such as price, quality, average delivery time achievement rate, customer rating, etc. ) can be given additional points to provide incentives to encourage active participation in the platform.

In addition, for the platform participant evaluation system, the web server 130 may synthesize various evaluation indicators and provide it in the form of a score board so that users can grasp the reputation of each participant at a glance.

On the other hand, the web server 130 provides various transaction recommendation functions to shipowners, and can provide intelligent recommendation functions by utilizing the transaction history of suppliers and purchase data of shipowners using block chain-based data.

First, for item-based recommendation, the web server 130 utilizes data of items that a consumer or similar consumer purchased together in the past, and uses collaborative filtering to recommend items that can be ordered together when ordering a specific item. By using the technique, it is possible to provide a scientific recommendation function, an item recommendation function based on consumer purchase history. In addition, the web server 130 may provide a purchase time recommendation function, which is a function of automatically recommending a purchase when the time when a product is needed by using the consumer's past purchase time series data.

In addition, the web server 130 provides a supplier ranking recommendation function through supplier reputation, which is a function of recommending the best supplier ranking among suppliers currently bidding on goods in consideration of supplier reputation data, purchase history with past consumers, etc. can do.

In addition, the web server 130 provides an automatic priority correction function through consumer preference automatic learning, an algorithm that automatically learns the preference weight that the consumer considers important in selecting a buyer based on the consumer's selection data. can

In addition, the web server 130 also identifies the list of consumers who have proposed a bid through the block chain database technology in real time, and the ship supplies provider, which is expected to be another large user of the open market platform, maximizes their profits. It is possible to provide a supplier transaction recommendation function, which is a bidding management function that can safely participate in bidding.

To this end, in the supplier transaction recommendation function, the web server 130 selects the consumer who offers the most advantageous bid from among various consumers from the supplier's point of view, the individual consumer's bid price, the consumer's past purchase history, shipping location, etc. It is possible to provide a function that evaluates the expected delivery delay rate and margin rate by identifying

In addition, the web server 130 provides a statistical analysis and data visualization function for the expected sales quantity and demand for each month/week by using the past purchase time series data as a demand quantity prediction, and the purchasing pattern of consumers and competitors through fair price analysis. It is possible to provide a bidding analytics function that proposes an appropriate price for a specific product based on their bid prices.

Meanwhile, the transaction record storage unit 125 collects logs generated when the user terminal group 110 communicates with the web server 130 and includes page views, residence time per page, and frequently visited pages. It is preferable to store data on the visit and data on the inflow path to the web server 130 .

Meanwhile, the web server 130 includes the user information storage unit 121 , the ship supplies data storage unit 122 , the search log storage unit 123 , the supplier data storage unit 124 , and the transaction record storage. It is preferable to include a transaction recommendation unit 131 for generating transaction recommendation data from each database stored in the unit 125 .

In addition, the web server 130 preferably further includes a statistical analysis processing unit 132 that generates a statistical graph for each data stored in the transaction record storage unit 125 and transmits it to the user terminal group 110 . Do. At this time, it is preferable that the transaction record storage unit 125 stores data on the transaction price of the line goods for which the transaction has been completed, and the data on the transaction price of the line goods for which the transaction is completed is transmitted to the statistics via the web server 130 . It may be communicated to the analysis processing unit 132 . In addition, each data and statistical graph generated from the statistical analysis processing unit 132 may be stored in the transaction record storage unit 125 and communicated to the user terminal group 110 through the web server 130 . can

In this case, the transaction recommendation unit 131 applies to the line items classified by a classification code similar to the previously purchased line items based on the purchase pattern data for the line item transaction records for each buyer stored in the transaction record storage unit 125. Preferably, it is provided to generate product recommendation data for purchase based on machine learning and transmit it to the purchaser terminal 111 . At this time, it is preferable that the purchase pattern data for each purchaser's presales transaction record is stored in the transaction record storage unit 125 , and the purchase pattern data for each purchaser's presales transaction record is transmitted via the web server 130 . It may be communicated to the statistical analysis processing unit 132 .

Furthermore, the transaction recommendation unit 131 may be provided to sequentially sort the purchase product recommendation data in an order of increasing the value of the reputation information corresponding to the seller's reputation information stored in the user information storage unit 121. there is. At this time, it is preferable that data on the seller's reputation information is stored in the user information storage unit 121 , and the data on the seller's reputation information is transferred to the statistical analysis processing unit 132 via the web server 130 . can be communicated.

Accordingly, the transaction recommendation unit 131 generates, based on machine learning, purchase product recommendation data similar to the previously purchased pre-sale product based on the purchase pattern data for each purchaser’s pre-sale transaction record, but the purchase product recommendation data is the seller’s Since they are sorted sequentially in response to reputation information, a highly reliable purchase product recommendation service can be provided to the buyer. That is, since the purchaser can easily inquire the purchased product recommendation data sequentially arranged in response to the seller's reputation information, the usability can be improved.

In addition, it is preferable that the statistical analysis processing unit 132 generates fair price data based on the data on the transaction price of the pre-transactional goods stored in the transaction record storage unit 125 and transmits it to the seller terminal 112 . Do. At this time, it is preferable that the transaction record storage unit 125 stores data on the transaction price of the line goods for which the transaction has been completed, and the data on the transaction price of the line goods for which the transaction is completed is transmitted to the statistics via the web server 130 . It may be communicated to the analysis processing unit 132 . In addition, the fair price data generated by the statistical analysis processing unit 132 may be stored in the transaction record storage unit 125 and transmitted to the seller terminal 112 through the web server 130 .

Accordingly, since the statistical analysis processing unit 132 generates fair price data based on the data on the transaction price of the pre-transactional goods stored in the transaction record storage unit 125 and transmits it to the seller terminal 112, the seller can easily set a reasonable selling price, so the usability can be remarkably improved.

Here, the machine learning-based data generation method of the statistical analysis processing unit 132 is big data and artificial intelligence analysis that integrates data input, pre-processing, analysis, modeling, model evaluation, and visualization functions including machine learning and artificial intelligence. Technology is applied, and the intelligent monitoring system provides real-time market monitoring, alarm function, and real-time analysis/prediction function to support the establishment of a preemptive response system in the event of an abnormality in the system. The prediction/monitoring model generated in such a system can be utilized for real-time monitoring, remote control, and abnormal prediction diagnosis while being mounted on the system without additional work to provide ease of use.

In addition, the statistical analysis processing unit 132 includes a graph representing the trend of page views by time through data about page views stored in the transaction record storage unit 125, time spent per page, and page visits including frequently visited pages. It is preferable to generate a statistical graph and transmit it to the user terminal group 110 .

Here, the statistical analysis processing unit 132 may transmit a graph generated through log analysis and e-commerce analysis to the user terminal group 110 . For example, the statistical analysis processing unit 132 may generate a statistical graph for each seller, the number of visitors, period, and each product sold, and transmit it to the user terminal group 110 .

In addition, the statistical analysis processing unit 132 converts each data into spreadsheet data, such as Excel, so that the accurate statistical information can be inquired through setting detailed search conditions for each category of ship goods, and the searched statistical information can be utilized. It can be converted and transmitted to the user terminal group 110 so that it can be downloaded.

In addition, the statistical analysis processing unit 132 includes the ship product data storage unit 122, the user information storage unit 121 and the supplier data storage unit in which data classified by product interest and age of the homepage member data is stored. Each data stored in 124 may be generated as a statistical graph and transmitted to the user terminal group 110 . These statistical graphs are transmitted to the manufacturer's terminal 113 including shipware-related companies and supporting organizations, and useful market statistical information can be provided as a report.

In addition, the statistical analysis processing unit 132 is requested from the user terminal group 110 for at least one of trend analysis, invoice-based shipping price analysis, and hourly demand analysis of shipping products, the Based on each database stored in the transaction record storage unit 125, each database is created for trend analysis for quotation requests, price analysis for shipping supplies based on quotation invoices, and hourly demand analysis for shipping products, and through the web server 130 It can be transmitted to the user terminal group 110 .

In addition, the Greater China ship goods open market system 200 stores a flight schedule information database for a vessel on which one of a buyer and a seller is on board, and communicates with the web server 130 so that the flight schedule information database is communicated. It may include a flight information storage unit (133).

In addition, when a transaction occurs between a buyer and a seller, the Greater China ship goods open market system 200 is based on the flight schedule information database, the shipping schedule information including information on the arrival and delivery time of the goods to the port of entry where the vessel enters the port. It may further include a flight and delivery management unit 134 that calculates data and transmits the delivery schedule information data to the user terminal group 110 including the buyer terminal 111 and the seller terminal 112 .

At this time, looking at the process from a comprehensive logistical point of view in which ship goods are used, inland transportation is carried out after a ship is received from the sea to land, reported, and the final cargo related to ship supplies is delivered to the user of the purchaser terminal 111 corresponding to the purchaser. In order to proceed with the process of easily ordering and delivering the relevant ship supplies through the open market, it must be implemented so that all tasks can be handled in the open market.

In addition, the flight information storage unit 133 includes data stored on the departure point, departure time, stopover, stopover time, port entry time, port entry time, current location, etc. Preferably, an information database is stored. In addition, it is preferable that the location information data for the location of the other one of the buyer and the seller is stored in the flight information storage unit 133 .

In this case, the location may be set as an area within a preset radius of any one of the departure point, the stopover point, and the port entry point, and in some cases, it may be set as a city, country, etc. . In addition, the location may be input and set by the system manager terminal 114 included in the user terminal group 110 and stored in the flight information storage unit 133 .

For example, a flight schedule information database including data stored about the departure point, departure time, stopover point, stopover time, arrival point, arrival time, current location, etc. of the ship in operation on which the purchaser boarded may be stored, and the purchaser boards When the location of the seller is located at the port of entry of one vessel, location information data for the seller may be stored.

In addition, the transaction recommendation unit 131 determines that the departure point, stopover point and port entry point of any one of the buyers and sellers extracted from the flight schedule information database and the location of the other one of the buyers and sellers extracted from the sales location information data are mutually exclusive. In case of matching, it is preferable to generate supplier recommendation data for the matching seller and transmit it to the buyer terminal. In this case, the generated supplier recommendation data may be stored in the user information storage unit 121 .

In this case, the supplier recommendation data includes list data for sellers whose departure, stopover, and port of entry of any one of the buyers and sellers, and the location of the other one of the buyers and sellers extracted from the sales place information data, and each seller. It is desirable to include a database for marine products.

In addition, the transaction recommendation unit 131 matches the departure point, stopover point, and port entry point of any one of the buyer and the seller extracted from the flight schedule information database, and the location of the other one of the buyer and the seller extracted from the sales location information data. In this case, matching data may be generated and stored in the user information storage unit 121 .

For example, when a buyer aboard a vessel in operation accesses the open market through the buyer terminal 111 , the transaction recommendation unit 131 extracts the matching data stored in the user information storage unit 121 , and the operation Based on the schedule information database and the location information data, the seller's pre-sale products located in the port of entry may be exposed and placed at the top of the open market with the highest priority.

Through this, the database on the ship supplies sold by the seller included in the supplier recommendation data on the ship supplies list screen on the open market can be sequentially sorted in the order of priority on the page of the open market. That is, the convenience of use of the buyer can be improved by automatically recommending a seller of customized ship supplies according to the buyer's route.

In addition, the transaction recommendation unit 131 extracts the database for the transaction records stored in the transaction record storage unit 125, and prioritizes the database for the pre-sale products with the purchase history of the buyer at least once on the page of the open market. It is preferable that the purchase history-based recommendation data is generated so as to be sequentially sorted in the order of rank, and transmitted to the purchaser terminal. In this case, the purchase history-based recommendation data may be stored in the user information storage unit 121 .

Meanwhile, it is preferable that the transaction recommendation unit 131 generates reputation information data for the seller from the database for the transaction records stored in the transaction record storage unit 125 and stores the data in the user information storage unit 121 .

In addition, the transaction recommendation unit 131 is a line goods classified into the same classification code stored in the line supplies data storage unit 122 based on the purchase pattern data for each purchaser’s ship goods transaction record stored in the transaction record storage unit. It is preferable to generate product recommendation data for purchase and transmit it to the purchaser terminal 111, and to arrange the purchase product recommendation data sequentially in order of priority on the page of the open market in response to the reputation information data. . In this case, the generated product recommendation data may be stored in the user information storage unit 121 . In this case, the homogeneous classification code means a sub-classification code having the same large or medium classification.

On the other hand, when a transaction occurs between a buyer and a seller, the flight and delivery management unit 134 is based on the data on the port of entry where the ship enters the port and the arrival time at which the transaction goods arrive and are delivered based on the flight schedule information database. Delivery schedule information data can be calculated. Such delivery schedule information data may be generated by the flight and delivery management unit 134 and transmitted to the user terminal group 110 including the purchaser terminal 111 and the seller terminal 112 .

For example, when a transaction occurs when a buyer located on land purchases a ship item through an open market while the shipowner, who is the seller, is sailing to a port of entry, the flight schedule information stored in the flight information storage unit 133 for the contracted ship item. Based on the database, delivery schedule information including data of the estimated time required for the arrival of the ship goods to the buyer is generated and transmitted to the user terminal group 110 including the buyer terminal 111 and the seller terminal 112 can be

On the other hand, the Chinese wind goods open market system 200 measures the capacity of the database for the line goods coded with a preset classification code and stored, and further includes an allocation control unit 140 that selectively controls the measured capacity to increase and decrease. may include

Here, in the ship goods data storage unit 122, each data for a classification code for a large classification, a classification code for a medium classification, and each classification code for a small classification may be allocated to a byte space of a predetermined first capacity, respectively.

For example, referring to FIG. 6, each data for each classification code for a classification code for a large classification, a classification code for a medium classification, and a small classification is a first capacity corresponding to a two-digit number between "01" and "99", respectively of byte space can be allocated respectively.

In this case, the existing classification codes for ship goods are divided into a major category, a medium category, and a small category, and each two-digit code may be allocated as a total of six-digit code. That is, if the six-digit classification code for the ship product is known, the purchaser can easily order the product through the purchaser terminal 111 .

Here, as the ship products are gradually added during the operation of the Chinese wind goods open market system 200, each classification code for a large classification, a classification code for a medium classification, and a classification code for a small classification may be increased, with the same classification name A plurality of classification codes for ? may be randomly assigned without being assigned numbers adjacent to each other.

At this time, in the prior art, when the number of classification codes exceeds "99", code values are temporarily allocated from other large classification codes and used. In other words, if code values are temporarily allocated from other major classification codes and used, product identification with classification codes becomes difficult, and there is a fear that it may not be possible to present a clear classification standard as codes.

Accordingly, the allocation control unit 131 sets the byte space to a second capacity equal to or greater than the first capacity when any one of the data for each classification code allocated to the byte space of the first capacity exceeds the first capacity. It is desirable to control to reallocate.

For example, when the allocation control unit 131 detects that the capacity of a certain classification code allocated to the byte space of the first capacity corresponding to a two-digit number between "01" and "99" is exceeded, the allocation control unit ( 131) may reallocate the byte space to a second capacity greater than or equal to the first capacity between "001" and "999" for the classification code whose capacity is exceeded.

On the other hand, the Chinese ship goods open market system 200 provides a system in which each component, including the purchaser terminal 111, the web server 130, and the manufacturer terminal 113, can connect data with a cloud platform. can Here, the purchaser terminal 111 performs a trend analysis for a presale quotation request for the web server 130 through a cloud platform based on block chain data, an estimate invoice-based presale price analysis, and ( Seasonal, monthly, etc.) demand analysis can be requested.

And, the web server 130 is a server for open market place and individual transaction for block chain in order to implement a system infrastructure in which hardware necessary for the system, server communication gateway, mobile, administrator system, and user system are related. It may include a server.

On the other hand, the web server 130 implements a seller SCM and various operating policies for open market service, seller SCM and various operating policies for open market service, and returns, exchange, exchange, refund, etc. Implement a flexible process for claims, and use the integrated order management product and order data interlocking Open API with other domestic and overseas open markets and general malls for sales channel interlocking services. It manages the mall (yeokjikgu mall) as one system and can provide global functions such as multi-language and multi-exchange rates for global business support services. In order to implement these functions, the open market is divided into Legacy management area, Office management area, and PC & Mobile management area. It is possible to provide an intelligent recommendation system, interlocking with the block chain, along with the functions it aims for.

And, it is preferable that the web server 130 configures a private blockchain database so that only authorized nodes can participate. To this end, the web server 130 includes the purchaser terminal 111, the seller terminal 112, the manufacturer terminal 113 and the system administrator terminal ( 114), so it is necessary to verify the identity of the user through identity management (confirm the identity and characteristics of the participant) It is desirable to protect personal information by making it irrelevant. At this time, it is preferable that the web server 130 encrypts the transaction details on the block chain database so that it is not visible to general users, and restricts the person who can execute the smart contract through access control. That is, it is preferable that the web server 130 verifies the identity of the user through the PKI certificate and the digital signature, and performs authentication while hiding the identity through an anonymous certificate for individual transactions.

In this way, the Chinese ship goods open market system 200 according to a preferred embodiment of the present invention includes the departure point, stopover point and entry point of any one of the buyer and the seller extracted from the flight schedule information database by the transaction recommendation unit 131 , when the location of the other one of the buyer and the seller extracted from the sales location information data matches each other, by transmitting the supplier recommendation data for the seller to the buyer terminal, the seller of the customized ship goods according to the route of the buyer is automatically recommended to the buyer Ease of use may be improved. In addition, since ship supplies that can be supplied and procured quickly on the route of operation are first exposed on the open market, usability can be remarkably improved.

In addition, the transaction recommendation unit 131 based on the purchase pattern data for each purchaser's line item transaction record purchase item recommendation data for the line items classified by the same classification code stored in the line item data storage unit 122. It is generated and transmitted to the purchaser terminal 111, but the purchase product recommendation data is sequentially arranged in response to the reputation information data, so that the purchaser can easily inquire the purchase product recommendation data, thereby improving the usability.

And, the data for each classification code for the large category, the medium category, and the small category is allocated to the ship supplies data storage unit 122 in a byte space of a predetermined first capacity, respectively, and the allocation control unit 131 is the first capacity When any one of the data for each of the classification codes allocated to the byte space of the first capacity exceeds the first capacity, the control is to reallocate the byte space to the second capacity greater than the first capacity, so even when the type of ship products increases Ease of product identification can be significantly improved.

In addition, based on the flight schedule information database stored in the flight information storage unit 133 with respect to the vessel on which the buyer or seller is boarding when a transaction occurs, the flight and delivery management unit 134 arrives and delivers the goods to the port of entry where the vessel enters the port. By calculating and transmitting delivery schedule information data including information on the delivery time, the buyer or seller can grasp the schedule in advance through the delivery schedule information before delivery of the pre-shipment, so that usability can be improved. In addition, it is possible to provide accurate and reliable data on delivery schedule information during delivery and delivery of ship goods.

In addition, by applying block chain technology to the open market, it has an encryption function to prevent leakage of personal information, and it is possible to effectively protect personal information. This prevents the stable operation of the open market. In addition, by providing transparency that cannot be forged or altered by the introduction of blockchain technology, information reliability can be improved and user convenience can be improved.

In addition, when a transaction occurs through the user terminal group 110 in the open market for ship supplies, the database for the transaction record stored in the transaction record storage unit 125 is made into a block chain, and the web server 130 is used for the block chain. By providing a platform where buyers and sellers can safely transact by managing key IDs for information linkage, hacking can be prevented and information reliability and security can be significantly improved.

In addition, the statistical analysis processing unit 132 generates, based on big data machine learning, purchase product recommendation data similar to the previously purchased pre-sale product recommendation data based on purchase pattern data for each purchaser’s pre-sale transaction record, but purchase product recommendation data Since the items are sorted sequentially in response to the seller's reputation information, the buyer can easily inquire the purchase product recommendation data, thereby providing a highly reliable purchase product recommendation service to the buyer.

In addition, since the statistical analysis processing unit 132 generates fair price data based on the data on the transaction price of the pre-transactional goods stored in the transaction record storage unit 125 and transmits it to the seller terminal 112, the seller Since a reasonable selling price can be easily set, the usability can be remarkably improved.

And, the web server 130 includes the statistical analysis processing unit 132 that generates a statistical graph for each data stored in the transaction record storage unit 125 and transmits it to the user terminal group 110, big data Since multi-dimensional statistical analysis data using machine learning is generated and transmitted to the user terminal group 110, usability can be significantly improved.

Meanwhile, the present invention can also be implemented as computer-readable codes on a computer-readable recording medium. In this case, the computer-readable recording medium includes all types of recording devices in which data readable by the computer system is stored. In addition, examples of the computer-readable recording medium include ROM, RAM, CD-ROM, magnetic tape, floppy disk, optical data storage device, etc., and is implemented in the form of a carrier wave (eg, transmission through the Internet). It also includes being

In addition, the computer-readable recording medium is distributed in a computer system connected through a network, so that the computer-readable code can be stored and executed in a distributed manner. In addition, functional programs, codes, and code segments for implementing the present invention can be easily inferred by programmers in the technical field to which the present invention pertains.

In addition, in one embodiment of the present invention, it is illustrated and described as an example that the Chinese goods open market system 200 is provided in a Chinese language such as simplified to be used in the Greater China region, but in some cases, a system provided in various global languages may be provided as

In this case, terms such as "comprises", "comprises" or "comprises" described above mean that the corresponding components may be inherent unless otherwise stated, so other components are excluded. Rather, it should be construed as being able to include other components further. All terms, including technical and scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which the present invention belongs, unless otherwise defined. Terms commonly used, such as those defined in the dictionary, should be interpreted as being consistent with the contextual meaning of the related art, and are not interpreted in an ideal or excessively formal meaning unless explicitly defined in the present invention.

As described above, the present invention is not limited to each of the above-described embodiments, and variations can be implemented by those of ordinary skill in the art to which the present invention pertains without departing from the scope of the claims of the present invention. and such modifications are within the scope of the present invention.

200: Chinese ship goods open market system
110: user terminal group 111: buyer terminal
112: seller terminal 113: manufacturer terminal
114: system manager terminal 121: user information storage unit
122: ship supplies data storage unit 123: search log storage unit
124: supplier data storage unit 125: transaction record storage unit
130: web server 131: transaction recommendation unit
132: statistical analysis processing unit 133: flight information storage unit
134: flight and delivery management unit 140: allocation control unit

Claims (5)

a user terminal group including a buyer terminal and a seller terminal provided for the transaction of ship goods;
a user information storage unit for storing a database for registered ship information and personal information of the buyer and the seller inputted from the buyer terminal and the seller terminal;
a ship article data storage unit in which the database for the ship supplies is stored as a database coded with a classification code preset for each major category, medium category, and minor category;
a search log storage unit for storing search log data input from the purchaser terminal;
a supplier data storage unit in which a database for inventory information of ship goods owned by each seller is stored;
a transaction record storage unit for storing a database for transaction records including transaction goods, transaction time, transaction price, transaction volume, delivery time required, and quality information of a delivery product when a transaction occurs between a buyer and a sales price; and
The user terminal group is individually communicatively connected through the Internet network, and the database is communicated to the user information storage unit, the ship supplies data storage unit, the search log storage unit, the supplier data storage unit, and the transaction record storage unit. An open market system for shipping goods from Greater China including a web server to be connected. The method of claim 1,
The web server includes a transaction recommendation unit for generating transaction recommendation data from each database stored in the user information storage unit, the ship goods data storage unit, the search log storage unit, the supplier data storage unit and the transaction record storage unit, ,
An open market for ship goods in Greater China, characterized in that it stores a flight schedule information database for a vessel on which one of a buyer and a seller is boarding, and further comprises a flight information storage unit that is communicatively connected to the web server so that the flight schedule information database is communicated. system. 3. The method of claim 2,
The flight information storage unit stores a flight schedule information database including data stored on the departure point, departure time, stopover point, port entry point, arrival time, and current location of the ship on which one of the buyer and the seller is boarding, and the buyer and the seller The location information data for the location of the other one of the
The transaction recommendation unit is a matching seller when the departure point, stopover point, and port entry point of any one of the buyers and sellers extracted from the flight schedule information database and the location of the other one of the buyers and sellers extracted from the sales location information data match each other. Generates supplier recommendation data for and transmits it to the buyer terminal,
The location is set to an area within a preset radius of any one of a departure point, a stopover point, and an arrival point, and the location is input and set by a system manager terminal included in the user terminal group and stored in the operation information storage unit. An open market system for shipping goods from the Greater China region. 3. The method of claim 2,
The transaction recommendation unit generates reputation information data for the seller from the database for the transaction record stored in the transaction record storage unit and stores it in the user information storage unit, Based on the purchase pattern data, purchase product recommendation data for line items classified by the same classification code stored in the ship product data storage unit is generated and transmitted to the purchaser terminal, and the purchase product recommendation data corresponds to the reputation information data to sort sequentially,
When a transaction occurs between a buyer and a seller, based on the flight schedule information database, the delivery schedule information data including information on the arrival and delivery time of the goods to the port of entry of the ship is calculated, and the delivery schedule to the user terminal group Greater China shipping open market system, characterized in that it further comprises a flight and delivery management unit for transmitting information data. The method of claim 1,
Further comprising an allocation control unit for measuring the capacity of the database for the stored ship goods coded with a preset classification code and selectively controlling the measured capacity to increase and decrease,
In the ship supplies data storage unit, a classification code for a large classification, a classification code for a medium classification, and data for each classification code for a small classification are respectively allocated to a byte space of a predetermined first capacity,
The allocation control unit controls to reallocate the byte space to a second capacity equal to or greater than the first capacity when any one of the data for each of the classification codes allocated to the byte space of the first capacity exceeds the first capacity An open market system for ship goods from the Greater China region, characterized by a.

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