KR20160125653A - Web scraping based integrated managment system of financial accounts and method for processing of scraping thereof - Google Patents

Web scraping based integrated managment system of financial accounts and method for processing of scraping thereof Download PDF

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KR20160125653A
KR20160125653A KR1020150056347A KR20150056347A KR20160125653A KR 20160125653 A KR20160125653 A KR 20160125653A KR 1020150056347 A KR1020150056347 A KR 1020150056347A KR 20150056347 A KR20150056347 A KR 20150056347A KR 20160125653 A KR20160125653 A KR 20160125653A
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account
order
scraping
details
customer
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KR101691726B1 (en
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강헌
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강헌
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/02—Banking, e.g. interest calculation or account maintenance
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions
    • G06Q30/0601—Electronic shopping [e-shopping]

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Abstract

The present invention relates to an account integration management system and method for dynamically processing and managing deposit and withdrawal details of a plurality of accounts on the basis of web scraping, and an account integration management system thereof, A web server unit that provides a screen for registering an account and receives and registers account information held by one or more financial institutions from a customer terminal on a screen; And a scheduler connected to the financial institution server in accordance with a scheduler previously set for an account in which the order details are generated, scrapping the deposit and withdrawal history of the account in which the order details occurred, scrapping the scrapped information, And a scraping processing unit .

Description

BACKGROUND OF THE INVENTION 1. Field of the Invention [0001] The present invention relates to a web scraping-based account integration management system and a web scraping processing method thereof.

BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an account integration management system and a web scraping processing method for managing and managing deposit and withdrawal details of a plurality of accounts based on web scraping.

Recently, financial institutions including banks, brokerage firms, and credit card companies have been providing online financial transaction services through PC communications and the Internet, escaping from offline transactions in accordance with the development of communication networks. With these services, customers can view balances, view transaction details, and transfer accounts without having to visit the bank or go to the cash dispenser.

However, the online financial transaction services must be individually connected to the communication or homepage of the corresponding financial institution, and the service methods are also different from each other. In addition, in the case of a web page, an associated file that is not necessary for a user such as an HTML TAG and a picture file must be downloaded to the user's web browser, and there is a limitation in moving the web page to provide a fast and efficient financial service .

To solve these problems, we have introduced a system to open a single integrated financial service site and to check the deposit and withdrawal details of multiple banks through a web or program without accessing the Internet banking service site provided by each financial institution. At this time, in the integrated financial service site, it is possible to integrate an account automation system that automates a series of processes for collecting transaction information of a customer during a predetermined period by inquiring the customer's information (account number, date of birth, password, etc.) on the Internet banking site provided by each financial institution Service.

However, since the conventional account integration service can not recognize that new deposit and withdrawal details are generated, it has a disadvantage of scraping access to the internet banking site continuously at regular intervals. If the amount of information to be scraped is small, it is not a big problem. However, in order to manage a plurality of accounts in an integrated manner for many customers, it takes a long time to scrape, and the system load increases.

Due to these factors, the conventional account integration service has a problem that it is difficult for the customer to confirm the deposit and withdrawal history in real time, which is ineffective.

Japanese Laid Open Patent Application No. 2003-281458 entitled " Multiple Account Integrated Management Method and Multiple Account Integrated Management Method " and " Multiple Account Integrated Management Program ", published on October 03, 2003).

SUMMARY OF THE INVENTION The present invention has been made to solve the above-mentioned problems, and it is an object of the present invention to provide a method and system for managing an account of a customer, which is based on a general routine mode in which accounts of registered customers are sequentially scrapped, The web scraping-based account integrated management system and the web scraping processing method of the same.

Another object of the present invention is to set scrapping priority by placing a weight based on the number of orders or the order time when the number of occurrences of the order details is large so that the customer or the customer can check the deposit and withdrawal history of the deposited account with the latest information We want to increase customer satisfaction.

According to another aspect of the present invention, there is provided a web scraping-based account integration management system for providing an integrated account management service, which comprises a screen for registering a member and an account registration, A web server for receiving and storing the account information; An order breakdown receiving unit for receiving an order breakdown from the customer when an order breakdown occurs between the customer's terminal and the customer; And a scrapping processor for accessing the financial institution server according to a scheduler preset for the account in which the order details are generated, scrapping the deposit and withdrawal history of the account in which the order details occurred, and automatically updating the scraped information in the database .

The web scraping-based account integration management system further includes a matching unit for extracting from the database an account number or financial institution information matched with the information obtained from the order details received through the order detail receiving unit and delivering the extracted account number or financial institution information to the scraping processing unit .

Wherein the web scraping-based account integration management system comprises: a general routine scheduler that sequentially scrapes the registered account information in a predetermined cycle; and a scrapping period and a rounding period according to the order time or the total number of orders, And a special routine scheduler that performs priority over the general routines by setting the special routines.

Wherein the scraping processing unit performs the scraping processing on the basis of the general routine scheduler stored in the scheduler managing unit and the account on which the order details are generated based on the special routine scheduler stored in the scheduler managing unit, Withdrawal account is confirmed, the account is excluded from the special routine scheduler.

The scraping processing unit may set a priority order of the scraping order according to the order time or the number of orders.

The scraping processing unit can scrap the account with a large number of orders in a priority order when the account in which the order details occurs is a plurality of accounts.

The scraping processing unit may assign scoring to the order time zone or the order date when there are a plurality of accounts in which the order details are generated, so that scrapping can be performed with priority to accounts having a high sum of weights.

The scraping processing unit may scrap the account in which the order details are generated by setting different sprouting periods according to order time periods or order dates.

The web server unit provides a screen for inquiring a deposit and withdrawal history to a member terminal of a member who has made a membership and when the inquiry of deposit and withdrawal details is requested from the screen, the web server unit inquires from the database the automatically updated deposit and withdrawal details information through the scraping processing unit .

Meanwhile, the web scraping processing method in the integrated account management system of the present invention is a web scraping processing method in an account integration system that integrates and manages accounts for one or more financial institutions, wherein the web server unit of the system comprises: Providing a screen for membership registration and account registration to provide and registering account information held in one or more financial institutions from a customer terminal on the screen; Receiving order details from the customer side when an order detail receiving unit of the system generates an order detail between the customer terminal and the customer; The scraping processing unit of the system accesses the financial institution server according to a scheduler set in advance for an account in which the order details are generated, and scraping the deposit and withdrawal history of the account in which the order details occurred is preferentially scraped; And automatically updating the scraped information in the database by the scraping processing unit of the system.

According to the present invention, when an order detail is generated by a customer or a customer company, the account in which the order details are generated is scraped and scrolled prior to each preset period, thereby scraping only necessary information, thereby scrapping the deposit / The system load can be significantly reduced. In addition, since scrapping is performed selectively until the payment is confirmed after the order details are generated, the satisfaction level of the customer or the customer can be increased.

In addition, if there are a large number of order details, it is preferable to set a weight based on the number of orders or the order time so as to scrape it preferentially so as to increase the cost ratio of the account integration service and to provide the customer or the client with the latest information on the deposit / There is an effect that can be confirmed.

1 is a diagram illustrating a network configuration of a web scraping-based account integration management system according to an embodiment of the present invention.
2 is a detailed block diagram of a web scraping-based account integration management system according to an embodiment of the present invention.
FIG. 3 and FIG. 4 are diagrams illustrating a procedure and a weight for performing Web scraping-based dynamic processing in the account integration management system according to the embodiment of the present invention.
5 is a flowchart illustrating a web scraping processing method in an account integration management system according to an embodiment of the present invention.
6 is a flowchart illustrating a setting method for web scraping-based dynamic processing according to an embodiment of the present invention.

It is noted that the technical terms used herein are used only to describe specific embodiments and are not intended to limit the invention. Also, the technical terms used herein should be interpreted in a sense that is generally understood by those skilled in the art to which the present invention belongs, unless otherwise defined in this specification, and it should be understood that an overly comprehensive It should not be construed as a meaning or an overly reduced meaning.

Also, the singular forms "as used herein include plural referents unless the context clearly dictates otherwise. In the present application, the term "comprising" or "comprising" or the like should not be construed as necessarily including the various elements or steps described in the specification, Or may be further comprised of additional components or steps.

Hereinafter, the present embodiment will be described in detail with reference to the accompanying drawings.

1 is a diagram illustrating a network configuration of a web scraping-based account integration management system according to an embodiment of the present invention.

The web scraping-based account integration management system 100 according to the embodiment of the present invention is connected to a plurality of customer terminals 200 and a plurality of financial institution servers 300 via a network, Consolidate and manage transaction details (in particular, deposits and withdrawals) for one or more accounts.

Here, the plurality of financial institution servers 300 generally means management servers in banking institutions, securities companies, insurance companies, and the like.

A plurality of financial institution servers 300 provide financial transaction services for each financial institution, and in particular, manage transaction details, deposit and withdrawal details according to financial transactions for each customer.

A plurality of customer terminals 200 include one or more accounts at each financial institution and a management terminal of a customer (or a customer) who uses financial transactions through a holding account. The customer may be an individual requiring integrated management of multiple accounts, other group or group company, or a specific site. The management terminal of the customer may be a group, a company, or a server of a specific site. Particularly, the customer according to the embodiment of the present invention is able to make a purchase order with respect to the purchase of goods from the consumer in connection with a consumer such as a private business operator of an Internet shopping mall, a home shopping company, a grocery retailer, an advertising company, a fund manager of a securities company, It is targeted at customers who require management.

The plurality of customer terminals 200 can access the account integration management system 100 to request the registration of the account held together with membership registration and inquire the deposit and withdrawal history of the registered account.

The registered customer transmits the order details to the account integrated management system 100 at the same time when the order details according to the purchase are generated by the pre-agreement with the account integrated management system 100. At this time, the delivery of the order details can be performed by the server of the website or the website operated by the customer.

Accordingly, the integrated account management system 100 receives and registers one or more account information from a plurality of customer terminals 200, and when receiving order details from a plurality of customers, Server 300 and scrapes the deposit and withdrawal history of the registered account according to a preset scheduler. The result is collected and automatically updated in the database.

Accordingly, when the deposit / withdrawal history inquiry is requested for an account registered from a plurality of customer terminals 200, particularly an account for which order details have been generated, the account integration management system 100 transmits the automatically updated deposit and withdrawal history to a plurality of customer terminals 200) so that the order details can be confirmed in real time.

On the other hand, before executing the scraping, the account integration management system 100 calculates, based on account information input from a plurality of customers 200, that is, one or more account numbers and an account password (or authentication number) corresponding to each account number User authentication can be performed.

The integrated account management system 100 is configured as shown in FIG.

2, the account integration management system 100 includes a web server unit 110, a subscription management unit 120, a database 130, an order detail receiving unit 140, a matching unit 150, a scraping processing unit 160, And a scheduler management unit 170.

The web server unit 110 is connected to a plurality of customer terminals 200 through a network. The web server unit 110 provides a screen for membership registration and account registration for providing the account integration management service to a plurality of connected customer terminals 200. [

In addition, the web server 110 provides a screen for inquiring the deposit and withdrawal history to the registered customer terminal 200. When the inquiry request is inputted from the deposit and withdrawal history inquiry screen, the web server 110 registers the account Or scrapping the deposit / withdrawal history, or can inquire the deposit / withdrawal history information that has been recently automatically updated through the scraping processing unit 160 and provide the information to the customer terminal 200.

The subscription management unit 120 receives a request for subscription to use a service from a plurality of customer terminals 200 and receives a plurality of account information of a customer inputted through the web server unit 110 from the screen for registering the account in the database 130. [ Matching with the membership registration information. At this time, the customer's plural account information may include an account number for one or more financial institutions owned by the customer, a password of the corresponding account, or an authentication number.

The database 130 basically stores customer information including a customer name, retained account information, a password of a retained account or an authentication number, and the like to the registered customer through the subscription management unit 120. [ Also, the database 130 stores and stores the web scraped deposit and withdrawal history information from the financial institution server with respect to the registered account information with the customer information.

The order history receiving unit 140 receives order details from a plurality of customers when an order detail according to a purchase of the customer occurs in the customer terminal. At this time, the customer may be a web site or a server of a web site operated by the customer. The order history receiving unit 140 may receive the order history receiving unit 140 from a plurality of customer terminals through the web server unit 110. At this time, the order history may include all the information about the order that the consumer has ordered, but the order history may include at least the order information such as the order time (or the time when the order history occurred), account information, account name, And may include one or more.

The matching unit 150 acquires the customer name or the account information from the order details received from the order detail receiving unit 140 and extracts the account number or financial institution information matched with the acquired information from the database 130, 160).

The scraping processing unit 160 receives the account information from which the order details are generated from the matching unit 150 and accesses the financial institution server of the corresponding account according to a preset scheduler to scrap the deposit and withdrawal history of the account in which the order details occurred. Accordingly, the scraping processing unit 160 automatically updates the scraped information in the database 130.

Basically, the scraping processing unit 160 scrapes account information registered at regular intervals in a sequential manner at regular intervals (general routine mode), and scrapping only necessary information according to preset conditions when an event called order detail is generated from the consumer (Special routine mode).

In addition, the scraping processing unit 160 terminates the special routine or excludes the special routine from the list of special routines when the deposit / withdrawal details corresponding to the amount are confirmed in the account where the order details are generated in the course of scraping in the special routine mode.

The scheduler for the general routines and the special routines is stored in the scheduler management unit 170, and the scheduler may include information on the scrapping cycle and the offset in general.

For example, the general routine scheduler can be set to scramble the account information registered in the scheduler management unit 170 at 12 o'clock every 12 hours or every 12 hours.

The special routine scheduler can schedule the schedules to perform scrapping according to the order time or the number of orders with respect to the account in which the order details are generated, and to set the scrapping order and the order of the schedules so as to preferentially execute the general routine.

At this time, the scraping processing unit 160 can set a priority order of the scraping order according to the order time or the number of orders.

That is, when there are a plurality of accounts in which the order details are generated, the scraping processing unit 160 can perform scraping with priority given to accounts having a large number of orders.

In addition, when there are a plurality of accounts in which order details have occurred, the scrapping processing unit 160 may assign schedules by order time period (or order date), and scrapping may be performed with priority given to accounts with a high sum of weights.

In addition, the scraping processing unit 160 may set the scraping cycle differently according to the order time period (or the order date) with respect to the account in which the order details are generated, and perform the scraping.

For example, referring to the table of FIG. 3, the table shows the account information registered in the account integration management system for each customer and the order information by dividing the order details into the order date, the day before, the day before, Respectively. Here, the customer A has registered two accounts of accounts 1 and 2, and the account B of the customer B has registered the account 3 thereof.

In this case, according to the total number of orders, customer A's account 1 is 14, account 2 is 13, and customer B's account 3 is 7. Accordingly, when performing the dynamic processing based on the number of orders, the scraping processing unit 160 can scrape the account having the largest number of orders, that is, the account 1 preferentially.

As another example, in the case of performing dynamic processing by assigning a weight to each order date, the scrapping processing unit 160 may assign a high weight in the order of the day, the day before, and the day before. For example, the weight of the day may be given as 1, the weight of the day before is 0.7, and the weight of two days before is 0.5. Therefore, the sum of the weights of the respective accounts is higher than that of the account 1. In this case, the total number of orders for the account 1 of the customer A is the highest, but when performing the dynamic processing by assigning weights to the order dates, the account 2 is preferentially scrapped from the account 1.

As another example, refer to the table of FIG.

FIG. 4 shows an example of dynamic processing according to an order time. In FIG. 4 (a), the order time is divided into time zones such as within 1 hour, within 1 to 2 hours, within 2 to 3 hours, Within 1 hour> within 1 to 2 hours> within 2 to 3 hours in order of weighting.

In this case, it is possible to preferentially perform scraping on the account 2 of the customer A having a high sum of the weights.

On the other hand, as shown in (b), if the scrapping cycle is set differently in 15 minutes, 20 minutes, and 30 minutes for each time zone, for an account ordered within one hour, that is, You can often set it to perform scraping.

Hereinafter, a web scraping processing method in the account integration management system will be described in detail based on the above configuration.

Referring to FIG. 5, in step S100, the account integration management system receives and registers a plurality of account information held by a plurality of customers together with membership through a web server unit. The registration can be performed by the subscription management unit in the integrated account management system.

Here, the plurality of account information includes account information of one or more financial institutions such as a bank company, a securities company, and an insurance company, and the account information may include an account number, an account password according to the account number, or an authentication number.

On the other hand, for the registered account, the integrated account management system accesses the corresponding financial institution server at a preset time and scrapes the deposit and withdrawal details of the registered account.

On the other hand, in step S110, the account integration management system can confirm whether or not order details have occurred from the customer side.

If the order details are not received, in step S120, the account integration management system performs a general routine mode in which scrapping is performed at a preset time for the registered account.

If the order history has been received, in step S130, the account integration management system enters a special routine mode.

In step S140, the account integration management system acquires the customer name or account information from the order details through the matching unit, and extracts the account number or financial institution information matched with the acquired information from the database.

In step S150, the account integration management system receives the account information extracted through the matching unit in the scraping processing unit, accesses the financial institution server of the account in accordance with a preset scheduler, and scrapes the deposit and withdrawal history of the account with priority.

At the time of scraping, when there are a plurality of accounts in which order details are generated, scrapping can be performed with priority given to accounts having a large number of orders. Or by order time zone, scrapping can be carried out by prioritizing an account having a large number of orders in each order time zone.

Thereafter, in step S160, the account integrated management system automatically updates the scraped information in the database.

6 is a flowchart illustrating a setting method for web scraping-based dynamic processing according to an embodiment of the present invention.

In S200 and S210, the account integration management system assigns weights according to the customer, the number of orders, the order time (or the order date), and sets the scrapping cycle and the offset do.

For example, the customer can have a high service grade, an account with a large number of orders, or a weight according to the time zone in which the order details occurred. In addition, it is possible to set scrapping cycle for each order time zone, for example, 15 minutes, 20 minutes, or the like, so that accounts with recent order details can be scrapped more preferentially. Such scraping-based dynamic processing can be performed by executing the transaction until the deposit and withdrawal history is confirmed for the amount corresponding to the order details in the corresponding account or by limiting the amount of withdrawal.

When the setting is completed in step S220, the account integration management system applies the special routine mode in step S230.

Thereafter, in step S240, it can be confirmed whether the account integration management system adds a special routine mode.

In step S250, a step S200 to S230 is repeated to add a mode and to set a weight, a cycle, a rotation, and the like of a sequence to be scraped in the added mode.

The foregoing description is merely illustrative of the present invention, and various modifications may be made by those skilled in the art without departing from the spirit of the present invention. Accordingly, the embodiments disclosed in the specification of the present invention are not intended to limit the present invention. The scope of the present invention should be construed according to the following claims, and all the techniques within the scope of equivalents should be construed as being included in the scope of the present invention.

100: an account integration management system 200: a plurality of customer terminals
300: a plurality of financial institution servers 110: a web server section
120: Subscription management unit 130: Database (DB)
140: order detail receiving unit 150: matching unit
160: Scrapping processor 170: Scheduler manager

Claims (16)

A web server unit for providing a screen for registering a member and an account for providing an integrated account management service and receiving and storing account information held in one or more financial institutions from a customer terminal on the screen;
An order breakdown receiving unit for receiving an order breakdown from the customer when an order breakdown occurs between the customer and the customer; And
A scraping processing unit for accessing the financial institution server according to a scheduler preset for the account in which the order details are generated and scraping the deposit and withdrawal history of the account in which the order details occurred and automatically scrapping the scraped information,
And a web scraping-based account integration management system.
The method according to claim 1,
A matching unit for extracting an account number or financial institution information matched with the information obtained from the order details received through the order history receiving unit from the database and delivering the extracted account number or financial institution information to the scraping processing unit,
Further comprising a web scraping-based account integration management system.
The method according to claim 1,
A general routine scheduler for sequentially scraping the registered account information at regular intervals; and a scheduling unit for setting schedules to be scrapped according to the order time or the total number of orders for the account in which the order details are generated, A scheduler management unit including a special routine scheduler
Further comprising a web scraping-based account integration management system.
The method of claim 3,
The scraping processing unit
Wherein the order routine is executed on the basis of a general routine scheduler stored in the scheduler management unit and an account on which the order details are generated is executed based on a special routine scheduler stored in the scheduler management unit, The control unit deletes the account from the special routine scheduler.
The method of claim 3,
The scraping processing unit,
Wherein the priority order of the scraping order is set according to the order time or the number of orders.
6. The method of claim 5,
The scraping processing unit,
If the number of accounts in which the order details are generated is large, scrapping is performed with priority given to accounts having a large number of orders.
6. The method of claim 5,
The scraping processing unit,
Wherein the web scraping-based account integration management system scrapes an account having a high weighted sum by assigning a weight to an order time period or an order date when a number of accounts in which the order details are generated is scrapped.
6. The method of claim 5,
The scraping processing unit,
Wherein the scrapping is performed by setting different sprouting cycles for an order time zone or an order date for an account in which the order details are generated.
The method according to claim 1,
The web server unit,
When a request for inquiry of deposit and withdrawal details is requested from the screen, deposit and withdrawal details information that is automatically updated through the scraping processing unit is inquired and provided from a database, A web scraping - based account integration management system.
1. A web scraping processing method in an account integration system that integrates and manages accounts for one or more financial institutions,
The web server of the system providing a screen for registering a member and registering an account to provide an integrated account management service, receiving and registering account information held in one or more financial institutions from a customer terminal on the screen;
Receiving an order history from the customer side when an order detail receiver of the system generates an order detail between the customer and the customer;
The scraping processing unit of the system accesses the financial institution server according to a scheduler set in advance for an account in which the order details are generated, and scraping the deposit and withdrawal history of the account in which the order details occurred is preferentially scraped;
The step of automatically updating the scraped information in the database by the scraping processing unit of the system
And a web scraping processing method in the integrated account management system.
11. The method of claim 10,
After receiving the order details from the customer side,
Extracting an account number or financial institution information matching with the information obtained from the order details received through the order history receiving unit from the database, and delivering the extracted account number or financial institution information to the scraping processing unit
Wherein the web scraping method further comprises:
11. The method of claim 10,
In the scraping step,
Wherein the scraping processing unit performs the scraping processing based on a general routine mode in which the registered account information is sequentially scraped at regular intervals every predetermined period, and the account on which the order details occur is based on a pre-stored special routine scheduler, Withdraws the account from the special routine scheduler when the deposit / withdrawal history corresponding to the amount is confirmed in the account.
11. The method of claim 10,
In the scraping step,
Wherein the scraping processing unit sets a priority order of the scraping order according to the order time and order number at which the order details occurred.
14. The method of claim 13,
In the scraping step,
If the number of accounts in which the order details are generated is larger than the number of accounts in which the order details are generated, scrapping is performed.
14. The method of claim 13,
In the scraping step,
Wherein when a plurality of accounts in which the order details are generated are weighted by an order time zone or an order date, scrapping is performed with an account having a high sum of weights prioritized.
14. The method of claim 13,
In the scraping step,
Wherein the scrapping is performed by setting different sprouting cycles for an order time zone or an order date for an account in which the order details are generated.
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KR20190130957A (en) 2019-04-09 2019-11-25 주식회사쿠콘 Apparatus, method and computer program for cloud scrapping using pre-scrapped bigdata
WO2020040556A1 (en) * 2018-08-22 2020-02-27 주식회사 핑거 Web browser-based scraping system and method

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KR102009336B1 (en) 2018-04-25 2019-08-12 주식회사쿠콘 Apparatus, method and computer program for cloud scrapping using pre-scrapped bigdata
US10997255B2 (en) 2018-04-25 2021-05-04 Coocon Co., Ltd. Apparatus, method and computer program for cloud scraping using pre-scraped big data
US11550855B2 (en) 2018-04-25 2023-01-10 Coocon Co., Ltd. Apparatus, method and computer program for cloud scraping using pre-scraped big data
US11586687B2 (en) 2018-04-25 2023-02-21 Coocon Co., Ltd. Apparatus, method and computer program for cloud scraping using pre-scraped big data
WO2020040556A1 (en) * 2018-08-22 2020-02-27 주식회사 핑거 Web browser-based scraping system and method
KR20190130957A (en) 2019-04-09 2019-11-25 주식회사쿠콘 Apparatus, method and computer program for cloud scrapping using pre-scrapped bigdata

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