KR102539743B1 - Big data and machine learning-based lottery system through backtracking - Google Patents

Abstract

The present invention is a lottery system based on big data and machine learning through backtracking, including a smart terminal that purchases a service providing a plurality of lottery winning purchase numbers through user input, wherein the smart terminal purchases the plurality of lottery winnings It is characterized in that a number is displayed on the display unit.

Description

Big data and machine learning-based lottery system through backtracking}

The present invention is a lottery system that analyzes and provides lottery-related numbers, and more specifically, a lottery system based on big data and machine learning through reverse tracking of existing winning numbers.

Recently, due to the rapid evolution of communication networks and the rapid development of Internet technology, online commercial use is provided with various services such as banking, goods transaction service, education, content use service such as characters, movie service, and game. Lottery business on the Internet is also developing in various ways in relation to electronic commerce.

The LOTTO Lottery is a lottery in which only the ratio of the winnings to the sales amount is confirmed, and the buyer selects 6 numbers selected from among the numbers 1 to 45 by himself or automatically selects the above selection numbers and lottery numbers on the lottery date. is compared, the rank is confirmed according to the number of matches, and the winner of the rank is divided by the number of winners of the rank to receive the final confirmed winnings from the lottery operator.

Unlike the existing printed lottery tickets, the lottery lottery ticket allows the user to directly select the expected winning number and the winning amount is much larger, so many consumers are purchasing it. To explain this in more detail, a general consumer visits a lotto lottery ticket store, marks 6 expected winning numbers on slit paper (OMR card), inserts the slit paper into the terminal, and recognizes the marked numbers. It is transmitted in real time to the lottery issuing server (or central computer, or web server) and the lottery ticket is released, and the consumer receives the lottery ticket (receipt) printed from the lottery lottery terminal, checks the winning rank through a lottery, and wins The winning lottery ticket (paper) is submitted to the prize payee to receive the prize money.

In the 6/45 Lotto lottery currently being implemented in Korea, 6 numbers out of 45 numbers must match to win the first prize, which has a very low probability of 1/8,145,060. The probability of winning second place when 5 numbers and bonus numbers match is 1/1,357,510, and the probability of winning third place when 5 numbers match is 1/34,808. It is a probability of /733, and the probability of winning the 5th place when three numbers match is 1/45.

Most lottery lottery users select six lottery numbers by using a program that randomly and automatically extracts numbers, combining their favorite numbers, or combining numbers that are meaningful to them or their families. You are participating in the lottery by choosing a number.

However, when purchasing a lottery ticket, there are inconveniences that take a lot of time, such as unnecessary worries in choosing a number, and even if the purchase is made offline or online with automatic selection, which algorithm automatically purchases the lottery It is not easy to know whether the number is selected, causing curiosity to the buyer, and since the lotto lottery issuing institution automatically selects it, this may cause side effects of reducing reliability.

Therefore, a lottery number providing system that improves the convenience and reliability of buyers by providing random lottery numbers, but informing them that they automatically select the number to purchase using some algorithm, and allowing them to analyze past lottery details themselves. It is necessary.

Moreover, when a person subscribes to a conventional lottery number providing system, he or she must directly visit a lottery shop and directly mark the number with a water-based marker, which takes unnecessary time and inconvenience.

Therefore, the present invention can reduce the time to worry about selecting the purchase number of a lottery ticket online or offline, and can solve the question about this by informing you that the person automatically selects the number to purchase with a certain algorithm, In other words, it is not the purchase number provided by the lotto lottery issuing institution, but to reduce the feeling of distrust in the manipulation of transparency and automatic selection number to the purchaser of the lottery ticket.

In addition, by not directly visiting the lottery shop and directly marking the number, inconvenient time and hassle are eliminated.

In the lottery system based on big data and machine learning through backtracking according to an embodiment of the present invention, it includes a smart terminal that purchases a service providing a plurality of lottery winning purchase numbers through a user input, the smart terminal comprising the above It is characterized in that a plurality of lottery winning purchase numbers are displayed on the display unit.

It includes a server connected to the smart terminal and a network, wherein the server includes a storage unit; communications department; A crawling unit that collects winning information by crawling the winning details of a plurality of the past lottery winning numbers in the connected platform using an API when the web address of the platform providing the details of the winning lottery numbers is received; an artificial intelligence module unit that analyzes the winning information and learns a correlation between each of a plurality of individual numbers included in the plurality of previous lottery winning numbers; and a control unit, wherein when the control unit receives service subscription and payment completion information from the platform through the smart terminal, a plurality of lottery winning purchase numbers composed of 6 numbers randomly derived from the artificial intelligence module unit The first purchase number of the first purchase number is transmitted to the smart terminal to be displayed on the display unit, and the first digit of the value obtained by multiplying each number consisting of six is one of 1, 2, or 3. It is characterized in that it consists of.

The first purchase number includes six numbers, the six numbers include at least one of 1, 2, and 3, and the artificial intelligence module unit selects one of the plurality of past lottery winning numbers based on the winning information. Classifying a first group including numbers obtained by adding and subtracting one from the first number included more than a predetermined number of times in the first lottery winning numbers including, and included more than the predetermined number of times in the first lottery winning numbers, and the Classify a second group including a number obtained by adding and subtracting one from a second number higher than the first number, wherein the first purchase number includes 1, randomly extracted from the first and second groups, respectively It includes two numbers, the first purchase number includes at least one of 11, 12, and 13, and the artificial intelligence module unit includes a second lottery winning number including at least one of 11, 12, and 13 among the plurality of winning numbers. Classify a third group including numbers that are included more than a predetermined number of times in the lottery winning numbers and include numbers that add and subtract one from the third numbers greater than 13, and the first purchase number is one number randomly extracted from the third group When the control unit receives user information of the lottery ticket sales site and a user input for selecting a first time among a plurality of times through the smart terminal, the control unit accesses the lottery ticket sales site at the first time and displays a displayed screen. If an image of is analyzed, an area including a log-in is clicked among the analyzed images, log-in is made based on the user information, and a lottery ticket in which the first purchase number is reflected is purchased within the lottery ticket sales site by clicking Purchase. Transmits first notification information about the purchase to the smart terminal, transmits status information on the deposit status of the lottery ticket sales site to the smart terminal when the purchase of the lottery ticket to which the first purchase number is reflected fails, and the smart terminal A user who purchases a lottery ticket in which the first purchase number is reflected upon receiving information on deposit update from the user, transmits second notification information for this to the smart terminal, and the control unit selects a second time among the plurality of times. When an input is received, based on the current location of the smart terminal, a UI including a map displaying a plurality of lottery shops existing within a radius of 1 km is displayed on the display unit, and the control unit accesses a lottery ticket sales site to The crawling unit collects the names of each of the first, second, and third-ranked lottery outlets among a plurality of lottery ticket outlets, and when a user enters the first lottery ticket outlet among the plurality of lottery ticket outlets, each of the first lottery ticket outlets It is characterized in that the number of winnings for 1st, 2nd and 3rd prizes is controlled to be displayed together on the UI.

It is possible to reduce the time to worry about selecting the purchase number of a lottery ticket online or offline, and to solve questions about this by informing you that you automatically select the number to purchase with any algorithm, and the lottery ticket issuing institution It is possible to reduce distrust in the manipulation of transparency and automatic selection numbers to the purchaser of the lottery ticket, rather than the purchase number provided by .

In addition, it is possible to solve the inconvenience of time consumption and hassle by not directly visiting the lottery shop and directly marking the number.

1 is a state diagram of a lotto system based on big data and machine learning through backtracking according to an embodiment of the present invention.
2 is a diagram showing the configuration of a smart terminal and a server according to an embodiment of the present invention.
3 is a diagram showing an algorithm for providing lottery winning purchase numbers according to an embodiment of the present invention.
4 is a diagram illustrating providing lottery winning purchase numbers based on Benford's Law according to an embodiment of the present invention.
5 is a diagram illustrating a UI for purchasing a lottery ticket in which lottery winning purchase numbers are reflected within a lottery ticket sales site according to an embodiment of the present invention.
6 is a diagram illustrating a login procedure for purchasing a lottery ticket in a lottery ticket sales site according to an embodiment of the present invention.
7 is a diagram illustrating a UI for guiding a lottery shop and related information based on a current location according to an embodiment of the present invention.
8 is a diagram showing the configuration of a printing apparatus according to an embodiment of the present invention.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings. In the drawings, the same reference numerals or symbols refer to components performing substantially the same function, and the size of each component in the drawings may be exaggerated for clarity and convenience of description. However, the technical idea of the present invention and its core configuration and operation are not limited to the configurations or operations described in the following embodiments. In describing the present invention, if it is determined that a detailed description of a known technology or configuration related to the present invention may unnecessarily obscure the subject matter of the present invention, the detailed description will be omitted.

In the embodiments of the present invention, terms including ordinal numbers, such as first and second, are used only for the purpose of distinguishing one component from another, and expressions in the singular number are plural unless the context clearly indicates otherwise. contains an expression of In addition, in the embodiments of the present invention, terms such as 'comprise', 'include', and 'have' refer to one or more other features, numbers, steps, operations, elements, parts, or combinations thereof. Or it should be understood as not precluding the possibility of addition. In addition, in an embodiment of the present invention, a 'module' or 'unit' performs at least one function or operation, may be implemented as hardware or software, or may be implemented as a combination of hardware and software, and is integrated into at least one module. and can be implemented with at least one processor. Also, in an embodiment of the present invention, at least one of a plurality of elements refers to not only all of the plurality of elements, but also each one or all combinations of the plurality of elements excluding the rest. In addition, "configured (or configured) to" may be, depending on the situation, for example, "suitable for," "having the capacity to," "~ Used interchangeably with “designed to,” “adapted to,” “made to,” or “capable of.” "Configured (or set) to" may not necessarily mean only "specifically designed to" hardware. Instead, in some contexts, the phrase "device configured to" may mean that the device is "capable of" in conjunction with other devices or components. For example, the phrase "a processor configured (or configured) to perform A, B, and C" may include a dedicated processor (eg, embedded processor) to perform the operation, or by executing one or more software programs stored in a memory device. , may mean a general-purpose processor (eg, CPU or application processor) capable of performing corresponding operations.

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the drawings. This is to explain in detail to the extent that those skilled in the art can easily practice the invention, and thus, the technical spirit and scope of the present invention are not limited. .

1 is a state diagram of a lotto system based on big data and machine learning through backtracking according to an embodiment of the present invention, and FIG. 2 is a diagram showing the configuration of a smart terminal and a server according to an embodiment of the present invention, 3 is a diagram showing an algorithm for providing a lottery winning purchase number according to an embodiment of the present invention, and FIG. 4 is a diagram showing a lottery winning purchase number based on Benford's Law according to an embodiment of the present invention. FIG. 5 is a diagram showing a UI for purchasing a lottery ticket in which lottery winning purchase numbers are reflected within a lottery ticket sales site according to an embodiment of the present invention, and FIG. 6 is a lottery ticket according to an embodiment of the present invention FIG. 7 is a diagram showing a login procedure for purchasing a lottery ticket in a sales site, and FIG. 7 is a diagram showing a UI for guiding information about a lottery ticket shop based on a current location according to an embodiment of the present invention. FIG. 8 is a diagram showing the configuration of a printing apparatus according to an embodiment of the present invention.

Hereinafter, for convenience of description, the configuration of the lottery system based on big data and machine learning through backtracking will be described in detail with reference to FIG. 1 .

Machine learning according to an embodiment of the present invention is to learn these algorithms when the operation of the present invention is performed, and to operate big data and machine learning based lottery systems through backtracking according to the learned algorithm , GMM (Gaussian Mixture Model), SVM (Support Vector Machine), machine learning-based artificial intelligence algorithms, CNN (Convolutional Neural Network), GAN (Generative Adversarial Network), RNN (Recurrent Neural Network), AE (Autoencoder), etc. It can be composed of the same deep learning-based artificial intelligence algorithm.

The big data and machine learning based lottery system through backtracking according to the present invention is connected to the smart terminal 100 and the smart terminal 100 through a user input to purchase a service providing a plurality of lottery winning purchase numbers The server 200 is included. In addition, the smart terminal 100 includes a display unit 120 that notifies the user of time information by displaying a plurality of lottery winning purchase numbers on the screen.

The smart terminal 100 may be implemented as, for example, a smart phone, and the smart terminal 100 according to another embodiment of the present invention may be, for example, a smart home appliance, a tablet, a smart watch, or a head-mounted display. It can be implemented in all devices capable of outputting content and correspondingly receiving user input, such as wearable devices, computers, multimedia players, and set-top boxes.

2 is a diagram showing the configuration of a smart terminal 100 and a server 200 according to an embodiment of the present invention.

The server 200 according to an embodiment of the present invention is network-connected to the smart terminal 100, can store various data, and is based on big data and machine learning through backtracking through each program or application. It can control other external devices included in the lotto system. At this time, the control program of the server 200 may include program(s) implemented in the form of at least one of BIOS, device driver, operating system, firmware, platform, and application program (application). As an embodiment, the application program is pre-installed or stored in the server 200 provided at the time of manufacture of the server 200, or receives data of the application program from the outside at the time of later use and based on the received data It may be installed in the server 200. Data of the application program may be downloaded from an external server such as, for example, an application market, but is not limited thereto. On the other hand, the control program may be implemented in the form of a device, S/W module, circuit, chip, etc., or a combination thereof.

The server 200 according to an embodiment of the present invention includes a storage unit 210, a communication unit 220, an artificial intelligence module unit 230, a crawling unit 240, and a control unit 250.

The communication unit 220 according to an embodiment of the present invention may communicate with the smart terminal 100 or other external electronic devices in a wired or wireless communication method. Therefore, in addition to a connector including a connector or a terminal for wired connection, various other communication methods may be implemented. For example, it may be configured to perform at least one communication among Wi-Fi, Bluetooth, Zigbee, infrared communication, Radio Control, UWM (Ultra-Wide Band), Wireless USB, and NFC (Near Field Communication). The communication unit 220 may include communication modules such as Bluetooth Low Energy (BLE), Serial Port Profile (SPP), Wi-Fi Direct, infrared communication, Zigbee, and Near Field Communication (NFC). In addition, the communication unit 220 may be implemented in the form of a device, S/W module, circuit, chip, or the like.

The communication unit 220 according to an embodiment of the present invention may include the above various communication modules, and may include an IoT communication module having an IoT network for each carrier, and the IoT communication module may include a separate communication unit 220. It can mean all IoT communication networks that enable services based on various platforms by connecting a plurality of objects with a network. If such an IoT communication module is used, a smoother communication network can be provided within a set area.

The storage unit 210 according to an embodiment of the present invention receives information from the smart terminal 100 through the communication unit 220 or receives information from a platform that provides information related to lottery winning numbers, and stores it In addition, the winning details received by the control unit 250 are analyzed to learn the correlation for each of a plurality of individual numbers included in a plurality of previous lottery winning numbers, and information on this can also be received and stored. The storage unit 210 may store various data according to the processing and control of the control unit 250 to be described later. The storage unit 210 is accessed by the control unit 250 to read, record, modify, delete, or update data. The storage unit 210 includes a flash-memory, a hard-disc drive, and a solid-state drive (SSD) to preserve data regardless of whether or not system power is supplied to the server 200. ) and the like. In addition, the storage unit 210 may include a volatile memory such as a buffer or RAM for temporarily loading data processed by the control unit 250 .

The control unit 250 according to an embodiment of the present invention may perform control for the operation of various components of the server 200 . The control unit 250 executes a control program (or instruction) for performing such a control operation, an inactive memory in which the control program is installed, a volatile memory in which at least a part of the installed control program is loaded, and the loaded control program It may include at least one processor or CPU (Central Processing Unit). In addition, such a control program may be stored in other external electronic devices as well as the server 200 .

The control program may include program(s) implemented in the form of at least one of BIOS, device driver, operating system, firmware, platform, and application program (application). As an embodiment, the application program is pre-installed or stored in the server 200 at the time of manufacturing the server 200, or receives data of the application program from the outside at the time of later use, and based on the received data, the server ( 200) can be installed. Data of the application program, for example, big data and machine learning based lottery system through backtracking from an external server such as an application market may be downloaded to the server 200, but is not limited thereto. Meanwhile, the control unit 250 may be implemented in the form of a device, S/W module, circuit, chip, or the like, or a combination thereof.

The control unit 250 according to an embodiment of the present invention may generate a UI (User Interface) displayed on the screen of the display unit 120 of the smart terminal 100 and transmit it to the smart terminal 100, where UI is It refers to a user interface and refers to a physical or virtual medium created for the purpose of temporary or permanent access that enables mutual communication between users, systems and programs. The UI according to an embodiment of the present invention is described on the premise of a screen displayed through the display unit 120, but it includes both physical hardware and logical software elements as well as what is displayed on the screen, and the user can view the system through the UI. Alternatively, a control program may be manipulated through various user inputs, and the control unit 250 of the server 200 or the smart terminal 100 may control the result processed by the user input to be displayed on the display unit 120. there is.

The artificial intelligence module unit 230 according to an embodiment of the present invention analyzes the winning information and generates a plurality of lottery winning purchase numbers based on Benford's law for each of a plurality of individual numbers included in a plurality of previous lottery winning numbers. can be derived. Here, Benford's law means that the largest digit of numerical data showing a wide distribution tends to be a small number. Specifically, it will be described later in more detail when an embodiment of the present invention is described in relation to deriving a purchase number using Benford's law.

The artificial intelligence module unit 230 according to an embodiment of the present invention is a supervised learning algorithm conceived from a neuron structure that mimics the structure of the human nervous system, and the basic operating principle of the neural network model is to interconnect several neurons. It is to predict the optimal output value for the input value. From a statistical point of view, a neural network model can be viewed as a projective tracking regression that takes a non-linear function over a linear combination of input parameters.

When the crawling unit 240 according to an embodiment of the present invention receives the web address of the platform providing the details of the previous lottery winning numbers, the winning details of the plurality of past lottery winning numbers on the connected platform using the API It can play a role in collecting winning information by crawling. Crawling in the present invention includes all means implemented to collect information by finding the website address of the platform without using the API, and repeating the process of searching for the URL of the website address, in addition to using the API. can include In addition, the platform is used as a search engine and may include Google, Naver, Daum, Yahoo, etc. that provide their own APIs.

Referring to FIG. 3, a detailed operation according to an embodiment of the present invention is described, the server 200 collects winning information by crawling the winning details of a plurality of past lottery winning numbers (S10), and subscribes to the service on the platform And when payment completion information is received (S20), a purchase number including one of 1, 2, and 3 is generated (S30) based on the winning information, and the purchase number is displayed through the display unit 120 of the smart terminal 100. It can be controlled (S40) to display a plurality of lottery winning purchase numbers including. For example, the server 200 accesses https://dhlottery.co.kr , a lottery sales site (currently “accompanied lottery ticket”) that provides winning details of a plurality of past lottery winning numbers, and You can collect winning information by crawling the details of lottery winning numbers. The platform refers to an application in a smartphone or a web page existing on the web that provides a lottery system based on big data and machine learning through backtracking according to an embodiment of the present invention, and a user to receive the corresponding service on the platform When the server 200 receives information that the service subscription and payment for the service fee have been completed, based on the winning information, a lottery winning purchase number derived so that Benford's law is reflected is generated, and it is sent to the smart terminal 100 It is transmitted so that the lottery winning purchase number can be provided on the application or web page. At this time, based on the personal information provided by the user to sign up for the service, not only the application and webpage, the lottery winning purchase number can be notified through the listed e-mail or text message through the mobile phone number. These examples are only examples for explaining one embodiment of the present invention, and are not limited thereto, and may include all means capable of informing the user of the lottery winning purchase number to the service subscriber.

4 shows an example of deriving a lottery winning purchase number based on Benford's law according to an embodiment of the present invention. In more detail, one of a plurality of past lottery winning numbers based on winning information Classify the first group 311 including the number added and subtracted from the first number 310 included more than a preset number of times in the first lottery winning numbers, and more than a preset number of times in the first lottery winning numbers and classifies a second group 321 including a number obtained by adding and subtracting one from the second number 320 having a higher number than the first number 310 (310), and classifying the first group 311 and the second number In the group 321, a lottery winning purchase number including two randomly selected numbers and the number 1 is provided. For example, based on the number 1 having the highest lottery probability according to Benford's law among the total number 300 composed of 46 numbers, the number 1 is included in the lottery winning purchase number, but the first lottery including the number 1 in the previous winning details 18 and 25 are the first number 310 and the second number 320, respectively, as numbers included more than a predetermined number of times in the winning number, and 17 and 19, which are numbers obtained by adding and subtracting one from 18, which is the first number 310. is classified into the first group 311, and 24 and 26, which are numbers obtained by adding and subtracting one from 25, which is the second number 320, are classified into the second group 321, and the first group 311 and the second group In 321, a first purchase number may be derived by randomly extracting one number to include the previously determined 1 and two randomly extracted numbers. The lottery winning purchase number including 2 and 3 can be derived in the same way as determining 1 and analyzing the correlation with 1 to derive the lottery winning purchase number.

As another embodiment of the present invention, it is possible to select at least one of 11, 12, and 13 instead of 1, 2, and 3 to be a confirmed number, and at least one of 11, 12, and 13 among a plurality of previous lottery winning numbers A third group is classified, including a number that is added to and subtracted from a third number greater than 13 that is included more than a predetermined number of times in the second lottery winning number, including, and the first purchase number is randomly selected from the third group. You can include more numbers. This is because Benford's law can be established even in the ones digit, but Benford's law can also be established in each number with a lower front digit in the tens digit, so this can be applied to the tens digit to provide more diverse embodiments. is to apply. This reduces the time the buyer spends contemplating the purchase number of the lottery ticket, and at the same time arouses interest in contrast to simply randomly providing numbers to lottery ticket buyers who have subscribed to the platform service, and analyzes the lottery number by themselves. It can provide interesting data to the buyer.

On the other hand, in applying Benford's law according to another embodiment of the present invention, 6 purchase numbers are randomly identified instead of applying Benford's law in advance, and each of the 6 purchase numbers is multiplied so that the result is 1. , 2 or 3, it can be provided as a purchase number. For example, if “1,2,7,20,30,40” is “1,2,7,20,30,40” to derive 6 purchase numbers at random, then “1*2*7*20*30*40=336,000” is the best If it is determined that the first digit is 3, an algorithm may be formed to provide this as a purchase number. By revealing such an algorithm to the user, the user can know knowledge and information about various analysis methods, and can directly calculate and analyze the purchase number derived by thinking on their own, and through this, the interest in purchasing a lottery ticket can be increased. can be further increased.

5 shows a UI for purchasing a lottery ticket in which lottery winning purchase numbers are reflected within a lottery ticket sales site according to an embodiment of the present invention, and FIG. 6 illustrates a login procedure for purchasing a lottery ticket according to an embodiment of the present invention. it is depicted A more detailed operation will be described later with reference to FIGS. 5 and 6 .

When the controller 250 receives user information of the lottery ticket sales site and a user input for selecting a first time among a plurality of times through the smart terminal 100, the control unit 250 accesses the lottery ticket sales site at the first time and displays an image of the displayed screen. Analyze, click the area including the login 410 among the analyzed images, log in based on user information, and click Purchase to purchase a lottery ticket reflecting the first purchase number within the lottery ticket sales site. 1 notification information can be transmitted to the smart terminal 100. For example, if you set the day and time you want to purchase a lottery ticket through the UI displayed on the smart terminal 100 and confirm the purchase reservation, the server 200 sends the user information and lottery ticket purchase from the smart terminal 100 to the lottery ticket sales site. receive information about the desired day and time. Then, on the selected day and time, the server 200 accesses the lottery ticket sales site, analyzes the image of the displayed screen, crawls the word “Login 410”, clicks the area, and then clicks Buy to purchase a lottery ticket. A lottery ticket in which the first purchase number is reflected can be purchased with the ID 420 of the user who has subscribed to the service within the sales site. At this time, the UI may induce the user to deposit the deposit in advance by displaying the current status of the deposit for purchasing a lottery ticket together. Through this, the user receives the first purchase number through the smart terminal 100, and can skip the cumbersome procedure of directly visiting a lottery shop or connecting to a PC and purchasing a lottery ticket online.

On the other hand, when the server 200 logs in based on the user's user information and makes a purchase, the purchase may fail. In this case, the server 200 may transmit notification information notifying the smart terminal 100 of the current deposit status to the smart terminal 100 . Upon receiving information about the update that the deposit is recharged from the smart terminal 100 receiving this, the server 200 purchases a lottery ticket reflecting the first purchase number again, and sends notification information about the purchase to the smart terminal 100. is to send What is important about the proxy act of purchasing that the purchase number is reflected is that lottery ticket sales sites that exist online currently allow purchase of lottery tickets only on PCs and cannot be purchased within the smart terminal 100, so the user of the service Even if the first purchase number is provided through the smart terminal 100, if the user is located in an environment without a PC device, there is an inconvenience in which it is impossible to purchase a lottery ticket, and this inconvenience can be solved.

FIG. 7 shows a UI for guiding a lottery shop and related information based on a current location. Referring to FIG. 7 as another embodiment of the present invention, the controller 250 selects a second time among a plurality of times. Upon reception of a user input, the display unit 120 controls a UI including a map displaying a plurality of lottery shops located within a radius of 1 km based on the current location of the smart terminal 100 . The current location of the smart terminal 100 is determined based on GPS built into the smart terminal 100 or received information on the wireless Internet environment, and the control unit 250 accesses a lottery ticket sales site and crawls through the crawling unit 240. Each company name for the 1st, 2nd, and 3rd place among the plurality of lottery ticket stores is collected, and when a user enters the first lottery ticket store among the plurality of lottery ticket stores, each of the first and second place of the first lottery ticket store And the number of winnings for the third prize can be controlled to be displayed on the UI together, so that the lottery shop and information about it can be guided to the service user through the smart terminal 100. Here, the range of the radius can be adjusted by the user through an application in the smart terminal 100 .

8 is a diagram showing the configuration of a printing device 500 according to an embodiment of the present invention, and a lottery system based on big data and machine learning through backtracking according to an embodiment of the present invention includes a server 200 and It may include a printing device 500 connected to a network. The printing device 500 is for printing the lotto marking paper on which the first purchase number derived by the artificial intelligence module unit 230 is reflected. For example, in order to purchase a lottery ticket in which the first purchase number is reflected by visiting a lottery store offline rather than online purchase, the user directly marks the marking paper provided by the lottery store using a water-based pen, etc. A lottery ticket can be purchased by passing it to a clerk at a lottery ticket shop and inserting it into a vending machine. In this way, visiting a lottery ticket shop offline and purchasing a desired lottery ticket causes various inconveniences, and the server 200 sends a signal to the printing device 500 to print the first purchase number reflected on the lottery marking paper Through this, it is possible to purchase a lotto lottery ticket in which the first purchase number is reflected simply by visiting an offline lottery shop and reading the marking paper printed by the printing device 500 into a lottery machine. However, it is difficult for the normal general printing device 500 to print in the size of the lotto marking paper, and even if it is printed, there is a hassle of cutting the directly printed paper to a size that can be read by the lottery machine. Accordingly, as another embodiment of the present invention, the printing device 500 may further include a paper cutting unit 510 .

The paper cutting unit 510 includes a paper support surface 511, an extension bar 512, a cutting unit 513, and a detection sensor 514. The paper support surface 511 is located on the lower side where paper is output in the printing device 500 and serves to support the paper. The extension bar 512 supports and fixes the cut portion 513 so that the cut portion 513 is positioned on the upper side corresponding to the paper support surface 511, and the cut portion 513 is coupled to the extension bar 512 to extend the rod ( When the length of 512) is shortened, it moves to the lower side where the paper support surface 511 is located and serves to cut the printing paper using the cutting blade 515 included in the cutting part 513.

If the paper cutting unit 510 according to an embodiment of the present invention describes the operation of cutting the printing paper in more detail, the detection sensor 514 detects a rectangle printed in the size of the lotto marking paper in the printing paper, Among the horizontal and vertical lines constituting a rectangle, the longest vertical line is detected, and the vertical straight line is matched so that the cutting part 513 in the paper cutting part 510 moves downward to cut the printing paper using the cutting blade 515. to cut At this time, only the vertical straight line is detected and cut because the lottery machine can recognize the paper inserted into the lottery machine as long as the inserted width meets the standard regardless of the length direction. On the other hand, the cutting blade 515 may be prepared to include a plurality of concave-convex and concave portions in a sawtooth shape, rather than a conventional straight blade. Depending on the material of the paper, it may be easier to pierce and cut than to cut in a straight line, and this is to cope with such paper.

Although the preferred embodiments of the present invention have been shown and described above, the present invention is not limited to the specific embodiments described above, and is common in the art to which the present invention pertains without departing from the gist of the present invention claimed in the claims. Of course, various modifications are possible by those with knowledge of, and these modified embodiments should not be individually understood from the technical spirit or perspective of the present invention.

100: smart terminal, 110: communication unit
120: display unit, 200: server
210: storage unit, 220: communication unit
230: artificial intelligence module unit, 240: crawling unit
250: control unit, 300: total number
310: first number, 311: first group
320: second number, 321: second group
400: lottery ticket sales site, 410: login
420: ID, 500: printing device
510: paper cutting unit, 511: paper support surface
512: extension bar, 513: cutting part
514: detection sensor, 515: cutting blade

Claims (3)

In the lottery system based on big data and machine learning through backtracking,
It includes a smart terminal that purchases a service providing a plurality of lottery winning purchase numbers through user input,
The smart terminal displays the plurality of lottery winning purchase numbers on the display unit,
Including a server networked with the smart terminal,
The server may include a storage unit; communications department;
A crawling unit that collects winning information by crawling the winning details of a plurality of the past lottery winning numbers on the platform using an API when the web address of the platform providing details of the winning lottery numbers is received;
an artificial intelligence module unit that analyzes the winning information and learns a correlation between each of a plurality of individual numbers included in the plurality of previous lottery winning numbers;
And a control unit; including,
When the control unit receives service subscription and payment completion information on the platform through the smart terminal, the first purchase number of a plurality of lottery winning purchase numbers composed of 6 numbers randomly derived from the artificial intelligence module unit It is transmitted to the smart terminal and controlled to be displayed on the display unit,
The first purchase number is composed of one of 1, 2, or 3 in the first digit of the value derived by multiplying each number consisting of six,
The first purchase number includes 6 numbers, and the 6 numbers include at least one of 1, 2 and 3,
The artificial intelligence module unit includes a first lottery winning number including 1 among the plurality of past lottery winning numbers based on the winning information, and a first number including a number obtained by adding and subtracting one from the first number included a predetermined number of times or more. classify groups,
Classifying a second group including a number obtained by adding and subtracting one from a second number that is included more than the predetermined number of times in the first lottery winning number and has a higher number than the first number;
The first purchase number includes 1, and includes two numbers randomly extracted from each of the first group and the second group,
The first purchase number includes at least one of 11, 12 and 13,
The artificial intelligence module unit is included more than a predetermined number of times in the second lottery winning numbers including at least one of 11, 12, and 13 among the plurality of previous lottery winning numbers and subtracts one from the third number greater than 13. Classify the third group, including
The first purchase number further includes one number randomly extracted from the third group,
When the control unit receives user information of a lottery ticket sales site and a user input for selecting a first time among a plurality of times through the smart terminal, the control unit accesses the lottery ticket sales site at the first time and analyzes an image of a displayed screen. , When clicking an area including a login in the analyzed image, logging in based on the user information, and purchasing a lottery ticket in which the first purchase number is reflected in the lottery ticket sales site by clicking Purchase, a claim for the purchase is made. 1 Send notification information to the smart terminal,
When the purchase of the lottery ticket reflecting the first purchase number fails, status information on the deposit status of the lottery ticket sales site is transmitted to the smart terminal, and when information on deposit update is received from the smart terminal, the first purchase number is reflected. Purchasing a lottery ticket and transmitting second notification information therefor to the smart terminal;
When the control unit receives a user input for selecting a second time among the plurality of times, based on the current location of the smart terminal, a UI including a map displaying a plurality of lottery shops existing within a radius of 1 km is displayed on the display unit. control to display
The control unit accesses a lottery ticket sales site, collects the trade name of each of the first, second, and third-ranked lottery outlets among the plurality of lottery ticket outlets through the crawling unit, and collects the user for the first lottery ticket outlet among the plurality of lottery ticket outlets. Controls the number of winnings for each of the first, second, and third prizes of the first lottery shop to be displayed together on the UI upon inputting;
A printing device networked with the server;
The printing device prints lottery marking paper reflecting the first purchase number,
The printing device includes a paper cutting unit,
The paper cutting unit is located on the lower side where the paper is output in the printing device and supports the paper; an extension rod for supporting and fixing the cutting portion so that the cutting portion is located on an upper side corresponding to the paper support surface; A cutting unit provided with a cutting blade for cutting the paper by moving to the lower side where the paper support surface is located when the length of the elastic bar is shortened by being coupled to the elastic bar;
The paper cutting unit detects a rectangle printed in the size of the lotto marking paper in the paper, and includes a sensor for detecting a first vertical straight line having a longer length among the horizontal straight line and the vertical straight line constituting the rectangle,
The paper cutting unit is a big data and machine learning based lottery system through backtracking, characterized in that the cutting unit moves downward to cut the paper in line with the first vertical straight line. delete delete

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