KR102239267B1 - method and system for soaring theme stocks - Google Patents

Abstract

The present invention relates to a method for analyzing soaring theme stocks and a system therefor. In addition, the present invention relates to a technique for providing information of stocks to a user (or a customer) by using big data techniques. The system for operating an online platform that analyzes soaring theme stocks comprises: a plurality of terminals corresponding to each of a plurality of users; and a server for managing at least one of a website and a mobile application for an online platform.

Description

Method and system for soaring theme stocks {method and system for soaring theme stocks}

The present invention relates to a method and a system for analyzing a soaring theme note.

In addition, the present invention relates to a technology for providing information on stocks to a user (or customer), and uses big data technology.

When a new event or phenomenon occurs in the stock market, which has a great impact on the stock market, there are stock groups that move according to this phenomenon. A group of sports that appear in such a movement is called Temaju. When a new event or phenomenon occurs, people's attention tends to be suddenly focused on that direction.In the stock market as well, as a big issue affecting the stock market arises, investors' attention is focused on a specific material and the stock related to the material. This interest stock will be on the rise. As a result, the stock price of theme stocks soared, and as a result, investors tend to invest only with the requirement of theme stocks without more ignorance. Due to this trend, theme stocks are more sensitive to bad news as their stock prices have risen more than the actual corporate value, and individuals suffer losses due to theme stocks frequently in the stock market.

However, there is a problem in that the source of information about how the stock is formed on what theme and through what process is transmitted to investors is not known. Don't ask for information on theme stocks where the source of information is not clear. The phenomenon that investors invest and lose money through investment methods is a problem in the whole of theme stocks.

Unexamined Patent Publication No. 10-2006-0129784 (2006.12.18) Unexamined Patent Publication No. 10-2015-0113207 (2015.08.11)

An object of the present invention is to provide a method and a system for analyzing a soaring theme note.

In addition, in order to solve the problems of the prior art, the present invention collects the stock prices of stocks in real time through the brokerage API, classifies stocks with similar characteristics, and displays the fluctuations of stocks on the screen at a glance. The purpose is to allow real-time viewing of the trend of changes in the stock group.

Furthermore, the purpose of this is to provide data for self-learning of which sport groups have soared in the past, using past data, so that it can predict which sport groups will actively move in the future based on which sport groups have been strong recently. .

The technical problems to be achieved in the present invention are not limited to the technical problems mentioned above, and other technical problems that are not mentioned will be clearly understood by those of ordinary skill in the technical field to which the present invention belongs from the following description. I will be able to.

An embodiment of the present invention is a system for operating an online platform that analyzes a soaring theme, comprising: a plurality of terminals corresponding to each of a plurality of users; And a server that manages at least one of a website and a mobile app related to the online platform. Including, wherein the server generates stock big data information by collecting data on a plurality of stock stocks during a predetermined monitoring period, and based on the stock big data information, at least one of the plurality of stock stocks surges A system for setting a theme note and controlling information on the at least one soaring theme note to be displayed through the online platform is proposed.

An embodiment of the present invention provides a system for operating at least one of a website and an application related to an online platform, comprising: a server that manages at least one of a website and an application related to the online platform; Including, wherein the server generates stock big data information by collecting data on a plurality of stock items during a predetermined monitoring period, extracts information on at least one soaring theme stock from the stock big data information, and the A system for controlling information on at least one soaring theme week to be displayed through at least one of the website and the mobile app is proposed.

The server sets a first theme stock group item, a second theme stock group item, and a third theme stock group item, respectively, for each of the at least one soaring theme stock based on the stock big data information, wherein the first theme stock group item is The second theme main group item may be a higher category of the second theme main group item, and the second theme main group item may be a higher level category of the third theme main group item.

The management server sets the number of the first theme stock group items based on the stock big data information, sets the number of the second theme stock group items based on the stock big data information, and the stock big data information Based on, the number of the third theme main group items may be set.

The first server may generate an alarm message when a fluctuation rate for a specific stock item included in the first theme stock group item, the second theme stock group item, or the third theme stock group item satisfies a predetermined condition. .

The system includes a first terminal; A second terminal; And a third terminal; The server further includes, and the server transmits information on the at least one soaring theme note to the first terminal, i) a charge amount of the internal battery of the first terminal, a charge amount of the internal battery of the second terminal, and The charge amount of the internal battery of the third terminal satisfies a first predetermined condition, and ii) the location information of the first terminal, the location information of the first terminal, and the location information of the first terminal If the condition is satisfied, the first terminal may control to transmit information on the at least one spike theme to at least one of the second terminal or the third terminal based on short-range communication.

An embodiment of the present invention provides a system for operating at least one of a website and an application related to an online platform, comprising: a first terminal of a first user; A second terminal of a second user; A third terminal of a third user; And a server that manages at least one of a website and an application related to the online platform. Including, wherein the server generates stock big data information by collecting data on a plurality of stock items during a predetermined monitoring period, extracts information on at least one soaring theme stock from the stock big data information, and the A first theme stock group item for each of the at least one skyrocketing theme stock, controlling information on at least one soaring theme stock to be displayed through at least one of the website and the mobile app, and based on the stock big data information, A second theme group item and a third theme group item are set, respectively,-the first theme group item is a higher category of the second theme main group item, and the second theme main group item is a higher level of the third theme main group item It is a category-generates an alarm message when the fluctuation rate for a specific stock item included in the first theme stock group item, the second theme stock group item, or the third theme stock group item satisfies a predetermined condition, and the server, Collecting personal information of the first user, the second user, and the third user during the predetermined monitoring period, and the personal information is the online information of each of the first user, the second user, and the third user. Includes information indicating purchase history, sale history, evaluation gains and losses and returns on the platform-Based on the personal information, among the first user, the second user, and the third user, the purchase history or the sale history At least one user exceeding the first threshold, the evaluation gain or loss exceeds the second threshold, and the profit rate exceeds the third threshold is set as an excellent user, and the first theme stock group item, the second theme stock group item, or The first theme group item, the second theme group item, or the third theme note by calculating the ratio of the excellent users to the plurality of users corresponding to the third theme group item, and comparing the ratio with a fourth threshold. Command to reset the group item To create, propose a system.

As described above, an embodiment of the present invention has a technical effect in terms of proposing an online platform to provide convenience to stock holders.

In addition, according to an embodiment of the present invention, it is possible to systematically classify stock themes according to the fluctuation rate of stock prices, and display the current status information accordingly in real time, thereby enabling efficient securing of stock trading information.

In addition, according to an embodiment of the present invention, theme stocks that change in real time in the stock market can be systematically standardized and identified at a glance, so that users can determine and grasp a wide range of information on soaring theme stocks to predict their own scenarios and invest It helps to accumulate know-how, and can help to respond appropriately to the market situation by analyzing information according to the theme stock.

The effects that can be obtained in the present invention are not limited to the above-mentioned effects, and other effects not mentioned can be clearly understood by those of ordinary skill in the art from the following description. will be.

Other aspects, features, and benefits as described above of certain preferred embodiments of the present invention will become more apparent from the following description taken in conjunction with the accompanying drawings.
1 is a diagram illustrating a state in which an online platform according to an embodiment of the present invention is provided through a terminal.
2 is a diagram illustrating a system according to an embodiment of the present invention.
3 is a block diagram showing a server according to an embodiment of the present invention.
4 is a diagram showing stock-related information according to an embodiment of the present invention.
5 is a diagram showing stock-related information according to an embodiment of the present invention.
6A to 6C are flowcharts illustrating a method of providing information on a soaring theme note according to an embodiment of the present invention.
7 is a diagram showing stock-related information according to an embodiment of the present invention.
8A to 8E are diagrams showing stock-related information according to an embodiment of the present invention.
9 is a diagram illustrating a network according to an embodiment of the present invention.
It should be noted that throughout the drawings, like reference numbers are used to show the same or similar elements, features, and structures.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings.

In describing the embodiments, descriptions of technical contents that are well known in the technical field to which the present invention pertains and are not directly related to the present invention will be omitted. This is to more clearly convey the gist of the present invention by omitting unnecessary description.

For the same reason, some elements in the accompanying drawings are exaggerated, omitted, or schematically illustrated. In addition, the size of each component does not fully reflect the actual size. The same reference numerals are assigned to the same or corresponding components in each drawing.

Advantages and features of the present invention, and a method of achieving them will become apparent with reference to the embodiments described below in detail together with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but may be implemented in various different forms, and only these embodiments make the disclosure of the present invention complete, and the general knowledge in the technical field to which the present invention pertains. It is provided to completely inform the scope of the invention to the possessor, and the invention is only defined by the scope of the claims. The same reference numerals refer to the same elements throughout the specification.

At this time, it will be appreciated that each block of the flowchart diagrams and combinations of the flowchart diagrams may be executed by computer program instructions. Since these computer program instructions can be mounted on the processor of a general purpose computer, special purpose computer or other programmable data processing equipment, the instructions executed by the processor of the computer or other programmable data processing equipment are described in the flowchart block(s). It creates a means to perform functions. These computer program instructions can also be stored in computer-usable or computer-readable memory that can be directed to a computer or other programmable data processing equipment to implement a function in a particular way, so that the computer-usable or computer-readable memory It is also possible for the instructions stored in the flow chart to produce an article of manufacture containing instruction means for performing the functions described in the flowchart block(s). Since computer program instructions can also be mounted on a computer or other programmable data processing equipment, a series of operating steps are performed on a computer or other programmable data processing equipment to create a computer-executable process to create a computer or other programmable data processing equipment. It is also possible for instructions to perform processing equipment to provide steps for executing the functions described in the flowchart block(s).

In addition, each block may represent a module, segment, or part of code that contains one or more executable instructions for executing the specified logical function(s). In addition, it should be noted that in some alternative execution examples, the functions mentioned in the blocks may occur out of order. For example, two blocks shown in succession may in fact be executed substantially simultaneously, or the blocks may sometimes be executed in the reverse order depending on the corresponding function.

In this case, the term'~ unit' used in this embodiment refers to software or hardware components such as field-programmable gate array (FPGA) or application specific integrated circuit (ASIC), and'~ unit' is a certain role. Perform them. However,'~ part' is not limited to software or hardware. The'~ unit' may be configured to be in an addressable storage medium, or may be configured to reproduce one or more processors. Thus, as an example,'~ unit' refers to components such as software components, object-oriented software components, class components, and task components, processes, functions, properties, and procedures. , Subroutines, segments of program code, drivers, firmware, microcode, circuits, data, databases, data structures, tables, arrays, and variables. Components and functions provided in the'~ units' may be combined into a smaller number of elements and'~ units', or may be further separated into additional elements and'~ units'. In addition, components and'~ units' may be implemented to play one or more CPUs in a device or a security multimedia card.

In describing the embodiments of the present invention in detail, examples of specific systems will be mainly targeted, but the main subject matter to be claimed in this specification is the scope disclosed in this specification to other communication systems and services having a similar technical background. It can be applied within a range that does not deviate greatly, and this will be possible at the judgment of a person skilled in the art.

1 is a diagram illustrating a state in which an online platform according to an embodiment of the present invention is provided through a terminal.

In the terminal according to an embodiment of the present invention, a mobile app and/or website for an online platform may be executed, and the mobile app and/or website may be operated by a server.

Here, the online platform may provide stock information, investment information, company information, market price information, etc., and may analyze the trend of fluctuation rates of the theme indices for a predetermined period of time using theme indices related to the theme stock. . In addition, the online platform can analyze and/or provide theme index information, ranking information, ranking flow, ranking flow score, comprehensive theme index, investment item information, etc., and the name of the theme group item, previous day price, closing price, increase rate, ranking, It can be displayed by sorting by ranking flow and overall score, and when user conditions are specified in the evaluation criteria of a predetermined subject when the theme group item is set, only themes that meet the user conditions can be displayed.

1 is a diagram showing a state in which a mobile app and/or a website for an online platform according to an embodiment of the present invention is executed on a terminal, but the present invention is not limited thereto, and corresponds to an example. That is, FIG. 1 may be a diagram showing that information of the online platform is displayed through a website when the terminal corresponds to a computer (eg, desktop, laptop), but this is only an example. When the displayed terminal corresponds to a mobile phone (smartphone), information of the online platform may be displayed through a mobile app.

The online platform of the present invention identifies theme stocks according to stock price fluctuations at a glance in real time, and predicts which theme will be bullish in the future by using data on which stocks will surge within the same theme and past fluctuations of the theme stocks. There is a purpose in helping. Conventional services related to stocks generally provide related information by technically analyzing stock trading prices rather than stock prices. In addition, when social events or phenomena occur, some stocks move similarly (this is defined as'theme' or'theme stock' in the present invention), which is monitored in real time to make it easy to see at a glance. There is no service provided to enable it.

The stock-related information provided by the conventional HTS (Home Trading System) is too complex, and the stock fluctuation rates included in similar stock groups are not displayed at once in a polygonal line chart. There is a maximum segmentation limit according to). Most of the other stock services in the related art rely on technical chart analysis of one stock item, and it seems that there is no service for grouping and analyzing related stocks together.

Accordingly, in the present invention, an online group that shows how stocks move individually within the same theme by creating a group of related stocks that meet the evaluation criteria of a preset theme as a theme, and showing the fluctuation rate of stocks for each theme in real time. I am trying to propose a platform. In addition, by analyzing big data on the duration of each stock theme for the past date, it creates a theme index that makes it easy to check which theme (or a specific theme stock) was strong during a specific period (i.e., the past date). The latest trends and trends of can be provided to users through the online platform from the viewpoint of analyzing big data.

2 is a diagram illustrating a system according to an embodiment of the present invention.

The terminal 120 according to an embodiment of the present invention may generate and/or output information on at least one soaring theme note that may be acquired or generated based on IoT technology and/or ICT technology.

Here, IoT may represent the Internet of Things.

IoT (Internet of Things) can mean a next-generation technology in which all things in the world are'connected' through a network and communicate with each other. The fourth industrial revolution is to obtain big data through the Internet of Things, store it in the cloud, and analyze and use it with artificial intelligence. The Internet of Things is intelligent and can create a smart world such as smart cars, smart homes, and smart cities.

For example, it becomes a world where the Internet is connected to all fields such as fully autonomous cars, smart homes, smart buildings, and healthcare services. In order for the Internet of Things to be possible, there must not be only the Internet. Various underlying technologies such as sensor and network technology, big data, cloud computing, artificial intelligence, and 3D printing must be harmonized together. In particular, the 4th Industrial Revolution shows the flow of acquiring big data through the Internet of Things, storing it in the cloud, and analyzing and utilizing it with artificial intelligence.

In addition, ICT can represent Information and Communication Technology.

ICT (Information & Communication Technology) is a compound word of information technology (IT) and communication technology (CT). It means all the ways in which information is collected, produced, processed, preserved, transmitted, and utilized. Changes in the ICT paradigm can be understood from the perspective of deepening interdependence between each sector in the content (C)-platform (P)-network (N)-device (D) value chain.

In general, the C-PN-T (terminal) value chain has been widely used to describe the broadcasting platform, but considering the devices that are actually computers such as smartphones and tablets, the expression CPND may be more useful in describing ICT. . Looking at the content (C) section, it is worth recalling that the classification of photos, books, music, and videos on the Internet is no longer meaningless. All of these types of content are digitalized and provided to users by platform providers, and content holders provide content through affiliation with platform providers such as Google, Apple, and Amazon, or by directly configuring the platform. The platform sector can play an important role in the C-P-N-D value chain.

Content on the Internet can be accumulated, processed, stored, and provided by software. This means that ICT companies with software technology will take the lead. In particular, cloud service providers with software technology and cloud infrastructure are emerging as representative platform providers. In the process, there is a possibility that the status of traditional network transport service providers will be relatively weakened. On the other hand, companies with source content will be able to establish an equal relationship with the platform provider. The network in the era of digital convergence is an IP network, that is, the Internet. In traditional networks such as circuit-type telephone networks, network holders provide intelligent services such as user identification on their own, but in the case of the Internet, various service providers such as Akamai provide various functions of the network such as efficient traffic transmission and security through server clusters. Provided in a competitive market.

In the sense that such an intelligent network service provider is also a kind of platform provider, it is actually difficult to distinguish between a platform and a network. It is also important that operators with communication networks directly provide platform services. The device division is always connected to the Internet, and a software program inside the device with a general-purpose operating system such as iOS is connected to the platform to complete the service. Apple is a representative example of the platform provider being the device provider at the same time, and considering the partnership between Google and Android phone makers, it can be seen that the relationship between the platform and device sectors is closer and interdependent than in the past. The alliance between the content division and the platform division, the connection between the device division and the platform, and the blurring of the boundaries between the platform division and the network division could all mean deepening interdependence in each division of C-P-N-D.

Also, referring to FIG. 2, a system 1 for providing an online platform according to an embodiment of the present invention may include a server 110 and a first terminal 120. In addition, as shown in FIG. 9, the system 1 according to an embodiment of the present invention includes a first network entity 130, a second network entity 140, a third network entity 150, and the like. It may further include. In this case, the first network entity 130 may correspond to a'second terminal', and the second network entity 140 may correspond to a'third terminal'.

In FIG. 2, two devices 110 and 120 are shown, and in FIG. 9, five devices 110, 120, 130, 140, and 150 are shown, but this is only an example selected for convenience of drawing. And, the number of network entities included in the system 1 of the present invention is not limited thereto.

In addition, each of the server 110, the first terminal 120, and the plurality of network entities 130, 140, 150 may be referred to as a network node or a network apparatus. Also, referring to FIG. 9, the server 110 may be connected to each of the first terminal 120 and/or the plurality of network entities 130, 140, and 150 through a wired or wireless network.

The server 110 may be implemented using, for example, a web server program provided variously according to operating systems such as DOS, Windows, Linux, Unix, and Macintosh in general server hardware.

In addition, each of the first network entity 130, the second network entity 140, and the third network entity 150 may be implemented as a terminal, a personal computer, and/or a server (eg, a cloud server, a web server, etc.). have.

The terminal 120 and/or the network entity 130, 140, 150 are, for example, smart phones, mobile phones, smart TVs, set-top boxes, tablet PCs, digital cameras, camcorders, and e-book terminals. , Digital broadcasting terminals, personal digital assistants (PDAs), portable multimedia players (PMPs), navigation, MP3 players, wearable devices, air conditioners, microwave ovens, audio, DVD players, and the like. Here, the personal computer may include a laptop computer, a desktop, and the like.

3 is a block diagram showing a server according to an embodiment of the present invention.

Referring to FIG. 3, the server 110 may include a control module 310, a communication module 320, an input module 330, and an output module 340.

The control module 310 is the server 110, the first terminal 120 and/or the second terminal 130 and/or the third terminal ( 140) can be directly/indirectly controlled. In addition, the control module 310 may include at least one processor, and the processor may include at least one central processing unit (CPU) and/or at least one graphic processing device (GPU).

In addition, the control module 310 may control the overall operation of the server 110. For example, the control module 310 executes programs stored in the storage module 350 of the server 110 to control the database and the transmission/reception unit as a whole. For example, the control module 310 may execute some of the operations of the server 110 described with reference to FIGS. 4 to 9 by executing programs stored in the database of the server 110.

In addition, the control module 310 generates control information (eg, commands) based on API (Application Programming Interface), IoT (Internet of Things), IIoT (Industrial Internet of Things), and ICT (Information & Communication Technology) technology. Can do and/or manage.

The communication module 320 may transmit and receive various data, signals, and information with the server 110, the first terminal 120, the second terminal 130, the third terminal 140, and the external server 150. In addition, the communication module 320 is a wireless communication module (eg, a cellular communication module, a short-range wireless communication module, or a global navigation satellite system (GNSS) communication module) or a wired communication module (eg, a local area network (LAN) communication module, Or a power line communication module).

In addition, the communication module 320 is a first network (for example, Bluetooth, WiFi direct, or a short-range communication network such as IrDA (Infrared Data Association)) or a second network (for example, a cellular network, the Internet, or a computer network (for example, LAN or WAN). ) Through a telecommunication network). These various types of communication modules may be integrated into a single component (eg, a single chip), or may be implemented as a plurality of separate components (eg, multiple chips).

The input module 330 is a component of the server 110, the first terminal 120, the second terminal 130, the third terminal 140, and the external server 150 (eg, the control module 310, etc.) Command or data to be used in the server 110, the first terminal 120 and/or the second terminal 130, and/or outside the third terminal 140 (e.g., a user (e.g., a first user, a second user) User, etc.), the administrator of the server 110, etc.).

In addition, the input module 330 includes a touch-recognizable display installed in the server 110, the first terminal 120 and/or the second terminal 130 and/or the third terminal 140, a touch pad, a button-type recognition module, It may include a voice recognition sensor, a microphone, a mouse, or a keyboard. Here, the touch-recognizable display, touch pad, and button-type recognition module may recognize a touch through a user's body (eg, a finger) through a pressure-sensitive and/or capacitive method.

The output module 340 is generated by the control module 310 of the server 110, the first terminal 120 and/or the second terminal 130 and/or the third terminal 140, or the communication module 320 It is a module that displays signals (eg, audio signals), information, data, images, and/or various objects acquired through the device. For example, the output module 340 may include a display, a screen, a display unit, a speaker and/or a light emitting device (eg, an LED lamp).

The storage module 350 includes data such as a basic program, an application program, and setting information for the operation of the server 110, the first terminal 120 and/or the second terminal 130 and/or the third terminal 140. Save it. In addition, the storage module includes a flash memory type, a hard disk type, a multimedia card micro type, a card type memory (eg, SD or XD memory, etc.), Magnetic memory, magnetic disk, optical disk, RAM (Random Access Memory, RAM), SRAM (Static Random Access Memory), ROM (Read-Only Memory, ROM), PROM (Programmable Read-Only Memory), EEPROM (Electrically Erasable Programmable Read) -Only Memory) may include at least one storage medium.

In addition, the storage module 350 includes personal information of a customer (first user) who uses the server 110, the first terminal 120, the second terminal 130, and the third terminal 140, and an administrator (second user). ) Of personal information can be stored. Here, personal information is a name, ID (ID; identifier), password, social security number, street name address, phone number, mobile phone number, email address, and/or a reward generated by the server 110 (e.g., points, etc.) It may include information indicating and the like. In addition, the control module 310 may perform various operations using various images, programs, contents, data, etc. stored in the database.

4 is a diagram showing stock-related information according to an embodiment of the present invention.

Referring to Figure 4, the online platform according to an embodiment of the present invention is the supply and demand of foreigners and institutions of KOSPI and KOSDAQ, won dollar exchange rate, Nasdaq futures index (Nasdaq futures price), Shanghai comprehensive stock index. By crawling, etc. in real time, it is possible to provide users with the domestic stock market conditions at the present time in real time. In addition, the online platform includes HIS (Hang Seng Index), Nikkei 225 (JPN225), Shenzhen Composite Index, DAX (Deutscher Aktien IndeX), FTSE (Financial Times Stock Exchange) 100 Index, DJIA (Dow Jones Industrial Average). You can also create more information and provide it to users.

The server 110 (and/or the online platform) does not only deliver the data collected from the indices and data, but automatically calculates the corresponding values through an algorithm, and various grades (eg, 12) predefined by the current market conditions (eg, 12). The information indicating which grade is among the grades) may be transmitted to the first terminal 120, the second terminal 130, and/or the third terminal 140. Through this, it is possible to clearly identify the level of each user of the first terminal 120, the second terminal 130, and/or the third terminal 140 at the current point of time, so that the current point of time is'buying timing' or ' You can clearly see whether it is a'sell timing', and can provide intuitive opinions (and/or advice) on'what to do more' or'what to do less' even when buying and/or selling. The server 110 generates information indicating'buy timing' or'sell timing' for a specific stock item and/or a specific theme stock group item, for example, and the first terminal 120 and the second terminal 130 And/or the third terminal 140, the first terminal 120 and the second terminal 130 with information indicating the degree of purchase and/or sale (ie, the recommended purchase amount and/or the recommended selling amount). And/or may be delivered to the third terminal 140. For example, the server 110 (and/or the online platform) may control the purchase timing to be displayed as the first visual effect 410, and the sell timing to be displayed as the second visual effect 420. .

When the user of each of the first terminal 120, the second terminal 130 and/or the third terminal 140 through the online platform wants to know the market conditions of the past time point (i.e., the past time point), Real-time market conditions can be grasped. The online platform, for example, before the start of the market (for example, before 08:30 or before 09:00) by generating a comment on the expected market situation on that day, the first terminal 120, the second terminal 130 and / Alternatively, it may be provided to each user of the third terminal 140.

5 is a diagram showing stock-related information according to an embodiment of the present invention.

Referring to Figure 5, the online platform according to an embodiment of the present invention, for example, when a new event or phenomenon occurs and has a great influence on the stock market, a group of stocks that move similarly according to this phenomenon (in the present invention, This can also be referred to as a'theme group item'). The event group is automatically created by crawling all the news articles released on the day once a day, based on a predefined theme group item and/or information received from a server providing financial services. Stocks can be added or deleted from the existing stocks. If the corresponding stock group does not exist, the server 110 may create a new stock group. The generated stock group is classified into large, medium, and small according to similarity, and in the case of a small stock group, about 250 to 300 can be generated (in this case,'large' means'large). (Large) theme' or '1st theme group item','Middle' means'middle theme' or'Second theme group item','Small' means'Small' )Theme” or “third theme stock group item.” That is, the server operating the online platform of the present invention is, for example, a first theme stock group item (⇔ large ( Large) theme), a second theme group item (⇔ medium theme), and a third theme group item (⇔ small (small) theme) can be set, and the first theme group item is the second theme group item And the second theme group item may be a higher category of the third theme group item In addition, the first theme group item includes a plurality of first theme group items, and the second theme group item includes a plurality of A second theme stock group is included, and the third theme stock group item may include a plurality of third theme stock groups, while the number of stock items included in one first theme stock group is included in one second theme stock group. It is more than the number of stocks, and the number of stocks included in one second theme stock group is greater than the number of stocks included in one third theme stock group.

In addition, the event group (ie, the theme group item) may be updated at a predetermined period (eg, once a day) using an automatic algorithm.

For example, the first theme group item may include'politics','entertainment','leisure','science and technology','real estate','disease','resource development','weather', etc. have. As an example, the server 110 classifies each of a plurality of stock items included in the third theme stock group item into a 3-1 theme stock group item if they are large stocks, and mid-cap stocks (generally 101 in the order of market cap in KOSPI). If the top to the top 300 are classified as medium-cap stocks), they are classified as 3-2 theme stocks group items, small stocks are classified as 3-3 theme stocks group items, and coin stocks (share price less than 1,000 won) are classified as It can be classified into 3-4 theme-week group items. As another example, the second theme group item may include'corona', and the third theme group item corresponding to the'corona' is'corona uncontact','corona treatment','corona vaccine','corona contact'. And the like.

Server 110 is intraday (e.g., from '09:00 to 15:30' (⇔ may be referred to as'first time range') or '08:30 to 18:00' (⇔'second time range) ')), the fluctuation rate of stock stocks is collected in real time from the brokerage server (and/or using the brokerage API), and the closing of the market (e.g. 15:30 (⇔'first closing time') can be called. Yes) or after 18:00 (⇔ can be referred to as the'second deadline')), overtime ascent rates can also be collected.

The server 110 may control, for example, to display items in a specific first, second, and third theme stock group as a line graph. For example, the server 110 may control to display a line graph for each of the items in a specific first, second, and third theme week group on one page and/or interface.

In addition, the server 110 transmits information and/or data representing a line graph for each of the stocks in a specific first, second, and third stock theme group to the first terminal 120 and the second terminal. By transmitting to the terminal 130 and/or the third terminal 140, the users of the first terminal 120, the second terminal 130, and/or the third terminal 140 at a glance It allows you to see how the theme group is going on.

The server 110 controls, for example, to display a predetermined number of good stocks (i.e., stocks with an increase rate up to a specific priority) with a surge rate (or an increase rate, an increase rate) as a priority through the online platform. It may be (and/or may be controlled to be displayed in at least one output module 440 of the first terminal 120 to the third terminal 140). The server 110, for example, collects the surge rate (or fluctuation rate, increase rate) of stock items in real time, and collects the top three superior stocks for each theme (for example, the server 110 is the first, second, and second). 3 Within the theme stock group item, it is possible to identify a specific number of stocks with a high rise rate and a specific number of stocks with a high decline rate within a predetermined monitoring period), classified as an algorithm based on data, and then divided into five grades. have.

In addition, the server 110 displays traffic lights (eg, red light, yellow light, green light) on a line graph using five different colors depending on what grade the theme is currently in. It can also be controlled to be alerted. The server 110, for example, controls the theme graph with a high rating to be first displayed on the screen, and based on the data updated in real time from the item group (ie, the theme stock group) with a high rise and fall rate among themes of the same rating. You can also control to automatically align and display on the screen. In addition, the server 110 may control the order of the line graph to be automatically changed in real time, for example, when the ranking of the event group is adjusted in real time.

In addition, the server 110, for example, when a user requests a group of events in the past, generates a graph for the real-time event group (ie, the theme group) of the date to the user's terminal (e.g., the first terminal ( 120), the second terminal 130 and/or the third terminal 140). When the user of the first terminal 120, the second terminal 130, and/or the third terminal 140 drags the mouse to the graph, the fluctuation rate of the events for each time may be controlled to be displayed as a speech bubble on the screen. In addition, the server 110 may be controlled to display rankings according to, for example, a theme, and this may be implemented on a basis within a predetermined specific period (eg, based on 20 days). That is, the server 110, for example, during a specific period of time i) a control to generate information indicating the ranking of each of the specific first, second, and third theme group items to be displayed through the online platform of the present invention. Or, and/or ii) the first, second, and third theme group items from among the first, second, and third theme stock group items based on the rise and fall rate (or increase rate) of the chief wine corresponding to each of the first, second, and third theme stock group items. Information indicating the ranking of each of the second and third theme main group items may be generated and controlled to be displayed through the online platform of the present invention.

In addition, the server 110 may control, for example, to display the item name of the stock item corresponding to the general stock for each item in bold font. At this time, the chief stock may represent a stock item corresponding to a high ranking (eg, 1st to 3rd place) within a certain period of time (eg, 20 days) in the corresponding theme stock group item.

In addition, the server 110, for example, when the transaction volume (eg, N shares) exceeds a predetermined threshold (eg, M shares) and/or the amount of increase (or increase rate (eg, N%)) of the trading volume is predetermined. When the threshold value (e.g., M%) is exceeded, information indicating that VI (Volatility Interruption) is triggered and/or the event name can be controlled to be displayed in a specific color (e.g., red) and/or a specific visual effect. have. In addition, the server 110, for example, when at least one user of the first terminal 120 to the third terminal 140 inputs a predetermined condition (or a predetermined conditional expression (conditional expression)), It is also possible to control the corresponding theme graph to be displayed and/or an alarm. (Example: "KCTC 11/12 upper limit")

6A to 6C are flowcharts illustrating a method of providing information on a soaring theme note according to an embodiment of the present invention.

Referring to FIG. 6A, the method according to an exemplary embodiment of the present invention may include a first step of crawling real-time market conditions for each auxiliary index and converting data (S610).

The server 110, for example, uses a market capitalization weighting method based on the total market capitalization of constituent items for each theme group (i.e., each of the first, second, and third theme stock group items). You can also calculate the Theme Index. Here, the total market price may represent the sum of the market prices of all stocks listed on the stock market in relation to the stock item.

In addition, the server 110, for example, by the user of the first terminal 120, the second terminal 130 and/or the third terminal 140, the index correction value is input through the online platform of the present invention ( And/or set), it is possible to calculate the theme index of the same weight, which calculates all constituent items of the theme group with the same weight using the index correction value. In addition, the server 110, for example, based on the intraday reference time (eg, 9:00, 12:30, 15:30, etc.), the market capitalization theme index or the rate of change (or Ranking information indicating the rate of increase or rate of decline) on which the online platform of the present invention is implemented (that is, a website and/or a mobile app for the online platform is executed), the first terminal 120, the second terminal 130, and/ Alternatively, it may be provided to the third terminal 140.

At this time, the ranking information is the rate of fluctuation compared to the reference time so that the ranking value of the market capitalization theme index (or the same weight theme index) of the'beekeeping state' is higher than the market capitalization theme index (or the same weight theme index) of the'black condition'. 'Ranking' in which (or rate of rise or fall) is sorted, and'ranking flow' representing the ups and downs (or rises or falls) of the market capitalization theme index (or equally weighted theme index) by continuously recording the ranking for a preset monitoring time , And a'ranking flow score' obtained by setting a predetermined weight to the fluctuation rate of each section of the ranking flow and converting it into a numerical value.

Here, auxiliary indicators may include i) trend indicators, ii) volatility indicators, iii) momentum indicators, and iv) market strength indicators. i) Trend indicators may include, for example, a trend line, a moving average line, a Moving Average Convergence & Divergence (MACD), a Rate Of Change (ROC), a Directional Movement Index (DM), and an Average Directional Movement Index (ADX). . ii) Volatility indicators may include, for example, ATR, Bullinger Bend, Envelope, Keltner Channels, and the like. iii) Momentum indicators include, for example, separation, P&F, investment sentiment, three-wire conversion, AB Ratio, Mass Index, Price Oscillator, RSI (Relative Strength Index), stochastic, SONAR, TRIX, etc. I can. iv) Market strength indicators may include, for example, trading volume, OBV, trading volume moving average line, EOM (Ease Of Movement), MFI (Money Flow Index), Volume Oscillator, Volume Ratio, and the like.

In addition, the server 110, for example, the personal information of the first user of the first terminal 120, the personal information of the second user of the second terminal 130 and / or of the third terminal 140 Personal information about third-party users can be collected. Here, the personal information is the name, ID (ID; identifier), password, street name address, phone number, mobile phone number, e-mail address, and/or a history of selling and/or buying stocks by a plurality of users through the online platform of the present invention, It can include evaluation gains and losses, returns, evaluation amounts, and holdings. Here, the history of selling and/or buying stocks by a plurality of users through the online platform of the present invention means the number of times each of the plurality of users has requested to sell and/or buy (e.g., N times, N times) and/or It may include information indicating the amount (eg, $, \), the number of times (eg: N, N times) and/or the amount (eg, $, \) that the sale (stock transaction) was concluded.

In addition, personal information may include the history (history), valuation gain or loss (profit), rate of return, valuation amount, and holding quantity, etc., that a plurality of users sold and/or purchased stocks through the online platform of the present invention during a predetermined monitoring period. I can.

In addition, the server 110 may set at least one of a plurality of users as an excellent user according to a predetermined criterion. For example, the server 110 may set a plurality of users during a predetermined monitoring period. The user may be set as at least one excellent user only when the user has sold and/or purchased stock through the online platform of the present invention (history), valuation gain or loss (profit), and profit rate higher than a predetermined standard. As another example, the server 110 has a history (number) of selling and/or buying stocks through the online platform of the present invention by a plurality of users during a predetermined monitoring period as a first threshold (eg, N times, N times). Is exceeded ('first condition'), and/or the valuation gain or loss exceeds a second threshold (eg, N\, N$) ('second condition'), and/or the rate of return exceeds a third threshold (eg; N%) can be set as at least one excellent user only if it exceeds ('third condition').

In addition, the server 110, for example, if the user swings trading for the same stock item (i.e., after the purchase is concluded for the same stock item, the sale is concluded and the purchase is concluded (or requested) again), the corresponding stock Buying and selling for a stock can be collectively referred to as swing trading b) by performing more than a predetermined fourth threshold (eg, N times, N times), and/or valuation gain or loss above the second threshold (eg, \, $) and/ Alternatively, it may be set as the excellent user only when the rate of return is greater than or equal to the third threshold (eg, %). To this end, the server 110, for example, through the online platform of the present invention, allows a user to buy once, sell once, buy once, and sell once (i.e., In the case of performing 4 trades (transactions)) (i.e., the condition for judging as swing trading is satisfied), starting from the first buy and sell once, two'buy once and sell once' 'Can be determined (and/or set) as'two swing trading'.

In addition, the server 110 may set at least one of a plurality of users (eg, a first user, a second user, and a third user) as an excellent user according to a predetermined criterion, for example, the server 110 (110) is the server 110 while the history of selling and/or buying stocks, valuation gains and losses, and returns higher than a predetermined criterion (i.e., threshold) by a plurality of users during a predetermined monitoring period through the online platform of the present invention. If there is at least one of i) a history of selling and/or buying stocks or ii) a history of performing the swing trading through the online platform of the present invention within a predetermined period from the time when a superior user is set. Only the user can be set as at least one excellent user.

As another example, the server 110 has a history (number) of selling and/or buying stocks through the online platform of the present invention by a plurality of users during a predetermined monitoring period exceeding a first threshold ('first condition') , And/or the valuation gain or loss exceeds the second threshold ('second condition'), and/or the rate of return exceeds the third threshold ('third condition'), and at the same time, at the time of setting the best user Within a predetermined period of time, i) the history of selling and/or buying stocks through the online platform of the present invention or ii) the history (number of times) of performing the swing trading exceeds the fourth threshold (e.g., N times, N times). Only in case ('the fourth condition') the user can be set and/or determined as at least one excellent user.

In addition, the server 110 sets, for example, a maximum number of excellent users (that is, the number of users that can be set as excellent users) and/or a minimum number according to a predetermined criterion. And/or can be determined. For example, the server 110 may determine the maximum number and/or the minimum number in consideration of the number of a first theme group, a second theme group, or a third theme group set according to an embodiment of the present invention. . As another example, the server 110 is based on the personal information of a plurality of users who use the online platform of the present invention (e.g., purchase history, sale history, evaluation gain/loss (profit) and return on the online platform), and/or Alternatively, the minimum number can be determined. That is, the maximum number and/or minimum number of excellent users, which are factors that determine whether to reset the theme stock group, if the purchase history, sale history, valuation gain or loss (profit), and return on the online platform of the present invention are high or good are high. It may be desirable to set it to.

In addition, the server 110, for example, the number of users who satisfy the first condition to the fourth condition (that is, the number of times set and/or determined as excellent users according to the above-described method) is determined by the maximum number. When the threshold value of is reached, a command for resetting the at least one excellent user may be generated.

In addition, the server 110 may be controlled to reconfigure the theme group group by further considering the theme subject category and the user's job information, for example. To this end, the server 110 may obtain job information (ie, information indicating a job) of the first, second, and third users from the first, second, and third terminals. In addition, the information indicating the user's business type may include'first job information' and'second job information', and the second job information is information indicating a sub-business type of the business type indicated by the first job information, and It may include information indicating The first job information may represent a category of higher concept related to a job, and development, management/business, marketing/advertising, design, sales, customer service/retail (retail, distribution), personnel/education, media, engineering/ Design, investment/analysis/real estate, manufacturing/production, game production, logistics/trade, F&B (Food and Beverage), legal/law enforcement, medical/pharmaceutical/bio, government/non-profit, construction/facility . The second job information may indicate a category of a lower concept related to a job, and the second job information may be matched with the first job information.

In addition, the server 110 may set, for example, a reset (update) cycle of the theme group based on the number of the first theme group, the second theme group, or the third theme group (at the present time). As another example, the server 110 is based on the personal information of a plurality of users who use the online platform of the present invention (e.g., purchase history, sale history, evaluation profit and loss (profit), and yield) of a plurality of users using the online platform of the present invention. The resetting (update) cycle of the second theme group and/or the third theme group may be determined. This is because reconfiguration (update) of the theme group may cause confusion to a user who uses the online platform of the present invention if it occurs too frequently (frequently).

In addition, the server 110 may set some of the at least one excellent user as an active user and/or a passive user, for example. For example, the server 110 determines that among the at least one excellent user, the number of times determined as'one swing trading' according to an embodiment of the present invention is greater than a predetermined threshold (eg, the fifth threshold, the number of times) The active user may be set (and/or classified), and the remaining users (ie, when the number of times is less than the predetermined threshold) may be set as the passive user.

In addition, the method according to an embodiment of the present invention calculates a score through an automatic algorithm for data converted in the first step, and a plurality of grades (e.g., 10 grades, 12 grades, A second step of systematically classifying into N grades) may be included (S620).

The server 110 may generate information on a predefined market response guideline according to the grade evaluated in the second step (S320), for example, and the information on the market response guideline may be converted to a GUI (graphical user). You can also reset the information so that it can be displayed as an interface). In addition, the server 110 may generate, for example, information indicating market conditions of the past date and/or information about market response guidelines of the past date, and control the information to be displayed through the GUI. In addition, the user (or customer) can search and check it through the terminals 120, 130, and 140. Here, examples of the'past date' may include 5 days, 20 days, 60 days, 120 days, 240 days, and the like.

In addition, the method according to an embodiment of the present invention may include a third step of converting stock price fluctuation rates into data in real time (S630).

The server 110 first selects a plurality of stock items registered in the online platform of the present invention, based on data obtained by crawling real-time market conditions for each auxiliary indicator, for example. , It may be classified (and/or set) into at least one of the second or third theme group (item).

In addition, the server 110, for example, collects news information, stock information, SNS information, etc. received from the external server 150, and further considers the plurality of stock items registered in the online platform of the present invention. , The second or third theme stock group (item) may be classified (and/or set) into at least one. In addition, the server 110 may include, for example, news information and stock information received from the external server 150. , At least one of the first, second, or third theme stock groups (items) through the process of collecting SNS information, setting it as learning data, and applying artificial intelligence technology to the online platform of the present invention. It can be categorized (and/or set) into any one.

The artificial intelligence module may generate a predetermined threshold (eg, a first threshold, a second threshold) based on the artificial intelligence network. In addition, the artificial intelligence module may set the predetermined threshold value by using machine learning on big data stored in the storage module 350.

In addition, the artificial intelligence module learns the artificial intelligence network using big data stored in the storage module 350 of the server 110 and/or news information, stock information, and SNS information received from the external server 150 as input variables. Specifically, learning is performed so that an accurate correlation can be derived using a deep learning technique, which is a field of machine learning. In particular, in the case of the above-described correlation, the input is big data stored in the storage module 350 and/or news information, stock information, SNS information, etc. received from the external server 150, and the output is It may be defined as information indicating a first, second, or third theme stock group (item) set (and/or classified) for each of a plurality of stock items registered on the online platform of the present invention. Through this, the server 110 of the present invention can systematically automate the setting of an artificial intelligence-based theme group (item).

In addition, the artificial intelligence module may calculate weights of a plurality of inputs in the function through learning through deep learning. In addition, various models such as a recurrent neural network (RNN), a deep neural network (DNN), and a dynamic recurrent neural network (DRNN) may be used as an artificial intelligence network model used for such learning.

Here, RNN is a deep learning technique that considers current and past data at the same time, and a recurrent neural network (RNN) represents a neural network in which the connections between units constituting an artificial neural network form a directed cycle. Furthermore, various methods can be used for a structure capable of configuring a recurrent neural network (RNN), for example, a Fully Recurrent Network, a Hopfield Network, an Elman Network, and an ESN (Echo). state network), long short term memory network (LSTM), bi-directional RNN, continuous-time RNN (CTRNN), hierarchical RNN, and secondary RNN are representative examples. In addition, as a method for training a recurrent neural network (RNN), a gradient descent method, Hessian Free Optimization, Global Optimization Method, or the like may be used.

In addition, the method according to an embodiment of the present invention may include a fourth step of grouping the stock stocks that have been converted into data in the above-described third step S330 by predefined theme (S640).

The server 110 may, for example, reset (or re-group) each of the first, second, and third theme group (items) at a predetermined period according to a predetermined criterion. As an example, the server 110 satisfies a predetermined criterion among users who own stock items corresponding to each of the first, second, and third theme stock groups (items). The first, second, and third theme main groups (items) may be controlled to be reset. As another example, if at least one of Equation 1, Equation 2, or Equation 3 below is satisfied, the server 110 provides a command for resetting the corresponding first, second, and third theme group (item). , instruction).

[Equation 1]

[Equation 2]

[Equation 3]

At this time, Num11 denotes the number of first users who own a plurality of first stock items included in the first theme stock group (item), and Num12 denotes the number of excellent users among the plurality of first users. Represents the number, and Num21 represents the number of second users who own a plurality of first stock items included in the second theme stock group (item), and Num22 corresponds to an excellent user among the plurality of second users. Represents the number of users, and Num31 represents the number of a plurality of third users who own a plurality of third stock items included in the third theme stock group (item), and Num32 is an excellent number among the plurality of first users. You can indicate the number of users who are the users.

In addition, Ref_1, Ref_2, and Ref_3 may represent a predetermined reference value, i) set by the server 110, or ii) the first terminal 120, the second terminal 130, and/or the third It may be set based on information input by the user of the terminal 140. For example, the Ref_1 (i.e., the first reference value) may be set differently (or proportionally or inversely) according to the number of the first theme group (item), and the Ref_2 (i.e., the second reference value) is 2 It may be set differently (or proportionally or inversely) according to the number of theme group (item), and the Ref_3 (i.e., the third reference value) is different (or It can be set proportionally or inversely). [Equation 4]

[Equation 5]

[Equation 6]

At this time, Num13 represents the number of those who are active users among a plurality of first users who own a plurality of first stock items included in the corresponding first theme stock group (item), and Num14 is a plurality of Among the first users, Num23 represents the number of the passive users, Num23 represents the number of the active users among the plurality of second users, and Num24 represents the plurality of second users. Among the users, Num31 represents the number of those who correspond to the passive users, Num31 represents the number of those who correspond to the active users among the plurality of second users, and Num32 represents the passive user among the plurality of third users. You can indicate the number of those corresponding to.

In addition, Ref_4, Ref_5, and Ref_6 may represent a predetermined reference value, i) set by the server 110, or ii) the first terminal 120, the second terminal 130, and/or the third It may be set based on information input by the user of the terminal 140. For example, the Ref_4 (i.e., the fourth reference value) may be set differently (or proportionally or inversely) according to the number of the first theme group (item), and the Ref_5 (i.e., the fifth reference value) is 2 It may be set differently (or proportionally or inversely) according to the number of theme group (items), and the Ref_6 (i.e., the sixth reference value) is different (or Can be set proportionally or inversely).

In addition, the method according to an embodiment of the present invention includes a fifth step of implementing (displaying) a specific number of items having a high soaring priority on a screen using a line graph of the real-time fluctuation rate for each theme grouped in the fourth step (S340). It may include (S650).

For example, the server 110 provides real-time information of a line graph on stock items corresponding to a first theme stock group (item), a second theme stock group (item), and/or a third theme stock group (item). It can be controlled to be displayed on the first terminal 120, the second terminal 130, and/or the third terminal 140. As another example, the server 110 has a predetermined rate of increase (or increase rate) among stock items corresponding to the first theme stock group (item), the second theme stock group (item), and/or the third theme stock group (item). The criterion (or threshold) is exceeded and/or the rank of the surge rate (or the rate of increase) is determined by the first theme stock group (item), the second theme stock group (item), and/or the third theme stock group (item). Only real-time information of a line graph corresponding to a stock item falling within the ranking may be controlled to be displayed on the first terminal 120, the second terminal 130, and/or the third terminal 140.

The server 110 may control, for example, to display seven items having a high soaring priority based on a real-time fluctuation rate for each grouped theme through the GUI.

As an example, the server 110 provides information indicating the fluctuation rate (or increase rate) of stocks included in each of the first theme stock group (item), the second theme stock group (item), and/or the third theme stock group (item). It can be controlled to be displayed on the first terminal 120, the second terminal 130, and/or the third terminal 140. As another example, the server 110 has an average of the spike rate (or increase rate) of stocks included in each of the first theme stock group (item), the second theme stock group (item), and/or the third theme stock group (item). The first theme group (item), the second theme group (item), and/or the third theme group (item) exceeds a predetermined criterion (or threshold) and/or ranks on the average of the soaring rate (or increase rate). It is possible to control so that only real-time information of a line graph corresponding to stock items falling within a predetermined ranking in (Item) is displayed on the first terminal 120, the second terminal 130, and/or the third terminal 140. have.

Referring to FIG. 6B, the method according to an embodiment of the present invention may include a sixth step of evaluating high-priority liquors for each theme and classifying them into a specific grade in the fifth step (S660).

The server 110, for example, may control to classify the top three good stocks for each theme into a plurality of grades (e.g., 10 grades, 12 grades) in the fifth step (S650). The result can be controlled to be displayed through the GUI.

The server 110, for example, may first display a theme having a high ranking by grade on the screen in real time in the sixth step (S660), and display the grade as a traffic light so that the user can intuitively know the grade.

In addition, the server 110 sums up the market cap theme index, equal weight theme index, market cap theme index rank, equal weight theme index rank, market cap rank flow score, and equal weight rank flow score during a preset time. Thus, the total score obtained by quantifying the overall trend of fluctuations and fluctuations is provided to the first terminal 120, the second terminal 130, and/or the third terminal 140 on which the online platform of the present invention is implemented (and/or executed). I can. This comprehensive theme index can be calculated by averaging the sum of the market capitalization theme index and the equal weight theme index. In addition, the server 110, for example, by analyzing the comprehensive theme index or ranking information, extracting at least one or more stocks in the upward trend, the generated investment item group information is implemented (and/or executed) on the online platform of the present invention. It may be provided to the first terminal 120, the second terminal 130, and/or the third terminal 140.

In addition, in the method according to an embodiment of the present invention, in the fourth step (S340), the seventh theme is classified into a first theme group item, a second theme group item, and a third theme group item, which are higher concepts. It may include a step (S670).

The server 110, for example, the first theme stock group item (⇔'large theme') and the second theme stock group item (⇔'medium theme') for theme stocks with high correlation in the fourth step (S340). (Medium) theme') and the third theme group item (⇔'small) theme') can be set and/or classified.

For example, the first theme group item can be classified into'politics','entertainment','leisure','science and technology','real estate','disease','resource development','weather', etc. have. As an example, the server 110 classifies each of a plurality of stock items included in the third theme stock group item into a 3-1 theme stock group item if they are large stocks, and mid-cap stocks (generally 101 in the order of market cap in KOSPI). If it is the top 300, it is classified as a medium-cap stock), it is classified as a 3-2 theme stock group item, a small stock is classified as a 3-3 theme stock group item, and if a coin stock (stock price is less than 1,000 won), it is classified as a third. -4 Can be categorized into theme-week group items.

In addition, the method according to an embodiment of the present invention includes an eighth step of displaying the themes grouped in the seventh step (S670) on the screen in a tree structure or a node structure for easy viewing. Can be (S680).

In addition, the method according to an embodiment of the present invention may include a ninth step of displaying the fluctuation rates of all the themes grouped in the fourth step (S340) in a line graph (S690).

In addition, the method according to an embodiment of the present invention may include a tenth step of displaying a cumulative sum of daily fluctuation rates of past data (5 days, 20 days, 60 days, 120 days, 240 days) (S700). .

Referring to FIG. 6C, the method according to an embodiment of the present invention includes an eleventh step of adding or deleting an item from the theme grouped in the fourth step (S340), and creating a new theme. It can be done (S710).

In addition, the method according to an embodiment of the present invention may include a twelfth step of calculating a duration for each grade of the themes grouped in the seventh step in a specific time unit (eg, 5 minutes) (S720). ).

In addition, the method according to an embodiment of the present invention includes a first theme group item (⇔'large theme') and a second theme group item (⇔'medium) based on the data calculated in the 12th step. )Theme'), the third theme group item (⇔'Small Theme') is converted into a line graph (and/or a bar graph) as data for the duration of each grade and displayed on the screen. It can be done (S730).

In addition, the method according to an embodiment of the present invention may include a 14th step of calculating a theme ranking in consideration of the above-described data and duration in the 13th step S730 (S740).

The server 110 may control the theme ranking to be indexed in consideration of the duration of each data in the thirteenth step (S730), for example. In addition, the server 110 may control to calculate a relative score between, for example, one theme group item and another theme group item.

On the other hand, the S610 to S740 may be implemented sequentially, but the order may be changed, and only some of the S610 to S740 may be implemented in combination with other substrates (methods) of the present invention.

7 is a diagram showing stock-related information according to an embodiment of the present invention.

Referring to FIG. 7, when at least one user of the first terminal 120 to the third terminal 140 clicks a theme graph on the theme billboard 700 displayed on the online platform of the present invention, the theme event group page Can be moved to. On the left side of the screen, pre-defined themes are grouped into a parent group as a similar group, and the first theme group item (⇔'large theme') 710, the second theme group item (⇔'middle theme') ( 720), a third theme group item (⇔'small theme') 730, and a list of event groups may be implemented in a tree structure.

If the user clicks (selects) any one of the first theme group item (⇔'large theme') 710, the second theme group item corresponding to the clicked first theme group item 710 ( ⇔'Middle theme') 720 is displayed, and clicking any one of the second theme group item 720 displays the third theme group item (⇔'Small theme') 730 When any one of the third theme stock group items 730 is clicked on, stock items 740 and a line graph 750 of the corresponding theme stock group item 730 may be displayed. In the case of FIG. 7, the top 7 items are displayed on the theme display board, but the theme item group page may show all items in the corresponding theme.

The server 110, for example, may control at least one user of the first terminal 120 to the third terminal 140 to search for stock items and add them to the stock group, or the trash can icon next to the item name. You can also control to be deleted by clicking. In addition, when at least one user of the first terminal 120 to the third terminal 140 clicks the radio button to the left of the item name, the server 110 controls the item not to be displayed on the line graph 750 You may.

The line graph 750 may be helpful in identifying past trends as past data such as 1 day, 5 days, 20 days, 60 days, 120 days, and 240 days can be viewed at a glance. When expressing historical data, the graph changes interactively, allowing the rate of fluctuations to be expressed freely. The user of at least one of the first terminal 120 to the third terminal 140, for example, as in the real-time graph of the theme billboard 700, when dragging the mouse on the graph, the rise and fall rate (based on the starting point) The cumulative sum of fluctuations and fluctuations) can be checked for each stock.

8A to 8E are diagrams showing stock-related information according to an embodiment of the present invention.

Referring to FIGS. 8A to 8E, the duration of each class of five classes of classified themes is calculated in real time in units of 5 minutes, and the ranking of the theme index is calculated as a first theme group item (⇔'large theme'), The second theme group item (⇔'medium theme') and the third theme group item (⇔'small theme') are represented by different bar graphs. In the bar bar, each of the five grades, which is the current grade of the event group, is indicated using a different color, and can be expressed in proportion to the size of the bar bar for each score. At least one user of the first terminal 120 to the third terminal 140 is, for example, a large theme (⇔ a first theme group item), a medium theme (⇔ a second theme group group). When each item is clicked on item), the server 110 may control to move to a bar graph of a lower theme indicating the ranking of the corresponding theme.

Meanwhile, the theme index is calculated for each theme, and the server 110 may numericalize the duration of the rating of each theme. The server 110 may calculate, for example, the total sum of "class x duration" as an average value for the last 20 days. As an example, the server 110 classifies the theme's ratings into 10, a rating score of '10' for a theme with a 1st grade, a rating score of '9' for a theme with a 2nd grade, and '9' for a theme with a 3rd grade. A rating score of 8'can be set, and if the theme for the A stock item is the 1st grade for 7 days, the 2nd grade for 5 days, and the 3rd grade for 8 days, the server 110 is the theme for the A stock item. The theme index of (or the theme group item) can be calculated as (10*7+9*5*8*8)/20=8.95.

In addition, the server 110 may control, for example, to display the theme index and/or the numerical relative ranking next to the theme name at the top of the theme graph of the theme billboard 700. At this time, since the data value must be consistent, it can be expressed as the average score of each stock stock or stock group (ie, the total average theme index) (e.g., the sum of the theme indexes of all stocks * 1 / number of stocks).

The ranking of the stock groups is also helpful in grasping the past trends by stock group at a glance as you can see the past data of the 1st, 5th, 20th, 60th, 120th, and 240th day at a glance. Since the data values must be consistent, they can be expressed as the average score of the index of each stock stock or themes (e.g. theme index * 1 / number of days). For example, in the case of a'large theme', the first theme group item is represented by a Spider Web Chart, and the trend of the first theme group item is displayed on the 1st, 5th, 20th, and 60th day. It can be expressed so that you can see the wholeness at a glance about what is like. In addition, it shows which stocks were trending for each sport group, so users can easily grasp which theme group items (or stocks) were strong at a glance.

9 is a diagram illustrating a network according to an embodiment of the present invention.

9, the system 1 according to an embodiment of the present invention includes a server 110, a first terminal 120, a second terminal 130 and/or a third terminal 140, and an external server ( 150) (eg, a cloud server) may be further included. In this case, the second terminal 130 and/or the third terminal 140 may be referred to as'second terminal 130' and'third terminal 140'.

Referring to FIG. 9, the first terminal 120 and the second terminal 130 and/or the third terminal 140 according to an embodiment of the present invention can communicate with each other, which is It can be performed based on a (D2D; device-to-device) technology.

The first terminal 120 of the present invention may transmit a plurality of beacon signals to the second terminal 130 and/or the third terminal 140. In addition, the first terminal 120 may receive a response signal corresponding to the plurality of beacon signals from the second terminal 130 and/or the third terminal 140, respectively. In addition, in the response signal, the selection of the second user and/or the third user for the at least one soaring theme stock (i.e., a stock item corresponding to at least one of the first/second/third theme stock group (item)) Information may be included. The selection information of the second user and/or the third user may indicate some specific products among the at least one soaring theme stock.

Here, each of the plurality of beacon signals is a first identifier (ID) for identifying a soaring theme stock (or a corresponding first/second/third theme group (item)) and/or a user associated with the soaring theme stock. Information indicating a second identifier (ID) for identifying the (first user) may be included.

In addition, communication between the terminals of FIG. 9 can be performed through a link (transmission path) that defines direct communication between the terminal and the terminal in 3GPP, and the existing LTE (series) allows direct communication between two LTE terminals. It is a communication method made by transforming the standard and can be applied to public safety communication standards.

In addition, a method of providing an online platform according to an embodiment of the present invention includes a first terminal 120 and a second terminal 130 and/or a third terminal 140 adjacent to the first terminal 120. It can be implemented using Here, the second terminal 130 and/or the third terminal 140 are users other than the user (ie, the first user) of the first terminal 120 (ie, the second user, the third user, etc.) It may mean a terminal used by.

The second terminal 130 and/or the third terminal 140 may transmit and receive predetermined information and/or signals to and from the first terminal 120 and the terminal through a device-to-device (D2D). I can. Here, communication between terminals operates based on LTE standard contents (eg TS 36.300, 36.311 to 36.214, etc.) or 5G standard contents (eg TS 38.300, 38.311 to 38.214, etc.) of the 3rd Generation Partnership Project (3GPP) of the International Communication Standards Organization. Can be.

For example, the second terminal 130 and/or the third terminal 140 may transmit a first synchronization signal to the first terminal 120 and a second synchronization signal to the server 110. The first terminal 120 may return a first response signal (eg, ACK/NACK) to the second terminal 130 and/or the third terminal 140 in response to the first synchronization signal. Here, ACK (ACKnowledge) may represent a message that allows synchronization with the second terminal 130 and/or the third terminal 140, and NACK (Non-ACKnowledge) is the second terminal 130 and/or 3 A message that does not allow (or rejects) synchronization with the terminal 140 may be displayed.

For example, the first terminal 120 may determine whether i) the internal battery power of the first terminal 120 exceeds a predetermined standard, or ii) the second terminal 130 and/or the third terminal ( 140) whether or not there is a terminal whose internal battery power exceeds a predetermined standard, or iii) the second terminal 130 and/or the third terminal 140 are online according to an embodiment of the present invention for a predetermined period. Whether there is a history (or purchase history) using the platform, or iv) whether the at least one second terminal has a history (or purchase history) using the online platform according to an embodiment of the present invention for a predetermined period. Based on this, it may be determined whether to include ACK or NACK in the response signal.

In addition, the server 110 may return a second response signal (eg, ACK/NACK) to the second terminal 130 and/or the third terminal 140 in response to the second synchronization signal. For example, the server 110 may determine whether i) a terminal having an internal battery power exceeding a predetermined standard among the second terminal 130 and/or the third terminal 140 exists, or ii) the second terminal ( 130) and/or whether the third terminal 140 includes an ACK in the response signal based on whether there is a history (or purchase history) of using the online platform according to an embodiment of the present invention for a predetermined period of time; or You can decide whether to include NACK.

The second terminal 130 and/or the third terminal 140 including an ACK from the at least one second terminal and/or server 110 is connected to the first terminal 120 and/or the server 110 Synchronization operation can be performed. When there is a synchronized second terminal 130 and/or a third terminal 140, the server 110 directly transmits information on the soaring theme to the second terminal 130 and/or the third terminal 140 Instead of doing so, the first terminal 120 can be used as a relay device. In other words, the server 110 tells the first terminal 120 information on the soaring theme subject (or information indicating the corresponding first/second/third theme group (item) or the corresponding first/second / When transmitting the rating of the third theme group (item), theme index, fluctuation rate, etc.), the first terminal 120 transmits the received information on the soaring theme week to the second terminal 130 and/or the third terminal. I can pass it on to (140).

Alternatively, the process of transmitting information on at least one soaring theme note set by the first terminal 120 to the server 110 is omitted, and the first terminal 120 is transferred to the second terminal 130 and/ Alternatively, it may be delivered to the third terminal 140.

Alternatively, it may be determined based on the selling history and/or the buying history related to the second terminal 130 and/or the third terminal 140 in which the soaring theme week is synchronized. The second terminal 130 and/or the third terminal 140 may transfer their selling and/or purchase history to another second terminal 130 and/or a third terminal 140 and/or the at least one terminal. 2 It can be shared with the terminal through terminal-to-terminal communication, and based on the sale history and/or purchase history shared through the terminal-to-terminal communication, the soaring theme note (not the server 110) is the first terminal 120 You can choose (or decide) for yourself. This has a technical meaning in that it is possible to actively utilize the performance of a terminal that has recently become highly sophisticated, and in some cases, it is possible to reduce the load of the server 110.

In addition, an embodiment of the present invention synchronizes with (at least one) adjacent terminals 130 and 140 capable of transmitting and receiving predetermined information and/or signals through device-to-device (D2D) communication. , By determining and outputting the soaring theme note based on the selling history and/or the buying history related to the (at least one) adjacent terminal (130, 140), the user of the first terminal 120 (that is, the first user ) And the living radius (or living area or living pattern) can refer to information of similar customers, which is meaningful in that more customized services can be provided.

However, in case the above-described soaring theme post based on communication between UEs is not suitable for an actual user, at least one second terminal is (at least one) adjacent UEs (130, 140) referred to to determine the soaring theme subject. The server 110 generates a related command to the at least one second terminal so that a button (or banner or object) for initializing the information on the sale history and/or the purchase history for is output through the display. Can be transmitted. Therefore, the user of at least one second terminal previously (at least one) adjacent terminal 130, by selecting the button (or banner or object) through the display (or touch pad) of the at least one second terminal 140) by deleting the information on the history of selling and/or buying, and based on the information on the history of selling and/or buying of the newly collected (at least one) adjacent terminal (130, 140). Can be determined or printed.

In addition, the server 110 is a customer who wants to purchase a product on the online platform according to an embodiment of the present invention, that is, the second terminal 130 and/or the third terminal 140 operated by at least one second user. Based on the internal battery power, the number of lists for recommended products (that is, the number of at least one soaring theme note displayed in the list) may be controlled and output.

In addition, the second terminal 130 and/or the third terminal 140 transmits internal battery power information indicating the internal battery power of the second terminal 130 and/or the third terminal 140 to the server 110. And the network interface 130 of the server 110 may receive internal battery power information indicating internal battery power of the second terminal 130 and/or the third terminal 140.

The server 110 may set a first threshold value for internal battery power, a second threshold value lower than the first threshold value, and a third threshold value lower than the second threshold value.

In addition, when the internal battery power information indicating the internal battery power of the second terminal 130 and/or the third terminal 140 indicates a power higher than the first threshold value, the server 110 (130) and/or the third terminal 140 to operate in the first operation mode, and dynamic image (or video) for information (eg, summary information, advertisement, etc.) on the soaring theme notes included in the list You can control to output more.

In addition, the server 110 when the internal battery power information indicating the internal battery power of the second terminal 130 and/or the third terminal 140 is less than the first threshold and indicates power equal to or greater than the second threshold. , Controls the second terminal 130 and/or the third terminal 140 to operate as a second operation mode, and includes only products that satisfy a predetermined criterion (eg, sales index n, sales volume n, etc.) It can be controlled to output as a list of recommended products. Through this, the server 110 outputs a smaller number of products as recommended products.

In addition, when the internal battery power information indicating the internal battery power of the second terminal 130 and/or the third terminal 140 indicates a power lower than the second threshold, the second terminal Existing customers who control 130 and/or the third terminal 140 to operate in the third operation mode and have the same user personal information as the user of the second terminal 130 and/or the third terminal 140 It is possible to control to output only products that satisfy the predetermined criterion among the products for which the purchase history generated by is present as a list of recommended products. Here, the user personal information may be at least one of, for example, the user's age, gender, region, marital status, and child presence.

In other words, in the third operation mode, only products with a certain purchase history are recommended by customers who have some degree of relevance to the user of the second terminal 130 and/or the third terminal 140 among existing customers. Since the product is output as a product, the smallest number of products among the above-described operation modes is output as a recommended product, and the third operation mode can be implemented as a low power mode through this.

Embodiments of the present invention disclosed in the present specification and drawings are only provided for specific examples to easily explain the technical content of the present invention and to aid understanding of the present invention, and are not intended to limit the scope of the present invention. That is, it is apparent to those of ordinary skill in the art that other modifications based on the technical idea of the present invention can be implemented. In addition, each of the above embodiments can be operated in combination with each other as needed. For example, in all embodiments of the present invention, parts are combined with each other to provide a system (1), a server (110), a first terminal (120), a second terminal (130), a third terminal (140), and an external server (150). It can be implemented by, for example.

In addition, the method of controlling the system 1, the server 110, the first terminal 120, the second terminal 130, the third terminal 140, and the external server 150 according to the present invention is a variety of computers. It may be implemented in the form of a program command that can be executed through means and recorded in a computer-readable medium.

As described above, various embodiments of the present invention may be implemented as computer readable code in a computer readable recording medium from a specific viewpoint. A computer-readable recording medium is any data storage device capable of storing data that can be read by a computer system. Examples of computer-readable recording media include read only memory (ROM), random access memory (RAM), and compact disk-read only memory (CD-ROM). ), magnetic tapes, floppy disks, optical data storage devices, and carrier waves (such as data transmission over the Internet). The computer readable recording medium can also be distributed through networked computer systems, so that the computer readable code is stored and executed in a distributed manner. In addition, functional programs, codes, and code segments for achieving various embodiments of the present invention can be easily interpreted by skilled programmers in the field to which the present invention is applied.

In addition, it will be appreciated that the user terminal and method according to various embodiments of the present invention can be realized in the form of hardware, software, or a combination of hardware and software. Such software, for example, whether erasable or rewritable, may be a volatile or nonvolatile storage device such as a storage device such as ROM, or a memory such as, for example, a RAM, memory chip, device or integrated circuit, or For example, it may be optically or magnetically recordable, such as a compact disk (CD), DVD, magnetic disk, or magnetic tape, and stored in a storage medium that can be read by a machine (for example, a computer). The method according to various embodiments of the present invention may be implemented by a computer or portable terminal including a control unit (control module 310) and a memory, and such a memory includes instructions for implementing the embodiments of the present invention. It will be appreciated that it is an example of a program or a machine-readable storage medium suitable for storing programs.

Accordingly, the present invention includes a program including a code for implementing the apparatus or method described in the claims of the present specification, and a storage medium readable by a machine (such as a computer) storing such a program. Further, such a program may be transferred electronically through any medium, such as a communication signal transmitted through a wired or wireless connection, and the present invention suitably includes equivalents thereto.

The embodiments of the present invention disclosed in the present specification and drawings are merely provided for specific examples to easily explain the technical content of the present invention and to aid understanding of the present invention, and are not intended to limit the scope of the present invention. In addition, the embodiments according to the present invention described above are merely exemplary, and those of ordinary skill in the art will understand that various modifications and equivalent ranges of embodiments are possible therefrom. Therefore, the true technical protection scope of the present invention should be determined by the following claims.

Claims (5)

In the system that operates an online platform that analyzes soaring theme stocks,
A plurality of terminals corresponding to each of a plurality of users; And
A server that manages at least one of a website and a mobile app related to the online platform; Including,
The plurality of users includes a first user, a second user, and a third user,
The server,
Create stock big data information by collecting data on a plurality of stock stocks during a predetermined monitoring period,
Based on the stock big data information, set at least one skyrocketing theme stock among the plurality of stock items,
Control to display information on the at least one soaring theme week through the online platform,
Based on the stock big data information, a first theme stock group item, a second theme stock group item, and a third theme stock group item are respectively set for each of the at least one soaring theme stock, and the first theme stock group item is the second theme stock. Is a higher category of a group item, the second theme main group item is a higher category of the third theme main group item,
Generate an alarm message when the fluctuation rate for a specific stock item included in the first theme stock group item, the second theme stock group item, or the third theme stock group item satisfies a predetermined condition, and
The server,
Collect personal information of the first user, the second user, and the third user for the predetermined period, and the personal information is collected from the online platform of each of the first user, the second user, and the third user. It includes information indicating the purchase history, sale history, valuation gains and losses and returns of the company,
Based on the personal information, among the first user, the second user, and the third user, the purchase history or the selling history exceeds a first threshold, the evaluation gain or loss exceeds a second threshold, and the return rate is Users exceeding the third threshold are set as excellent users,
Calculate a ratio of the excellent users to a plurality of users corresponding to the first theme group item, the second theme group item, or the third theme group item,
By comparing the ratio and a fourth threshold, a command for instructing resetting of the first theme group item, the second theme note group item, or the third theme note group item is generated, and
The server,
Calculate the number of times each of the excellent users has performed swing trading based on the fact that each of the excellent users performs a single purchase and then one sale through the online platform during a predetermined monitoring period,
Among the excellent users, an excellent user whose calculated number of swing trading exceeds a fifth threshold is set as an active user,
Among the excellent users, an excellent user whose calculated number of swing trading is less than or equal to the fifth threshold is set as a passive user,
[Equation 1]

When Equation 1 is satisfied, control to reset the first theme group item, where Num11 indicates the number of users corresponding to the first theme group item, Num2 indicates the number of excellent users, and Num3 Represents the number of active users, Num4 represents the number of passive users, Ref_1 corresponds to a first reference value determined based on the number of stock items included in the first theme stock group item,
[Equation 2]

When Equation 2 is satisfied, the second theme group item is controlled to be reset, but Num21 indicates the number of users corresponding to the second theme group item, and Ref_2 is included in the second theme group item. Corresponds to the second reference value determined based on the number of stocks,
[Equation 3]

When Equation 3 is satisfied, the third theme group item is controlled to be reset, but Num31 indicates the number of a plurality of users corresponding to the third theme group item, and Ref_3 is included in the third theme group item. Characterized in that corresponding to the third reference value determined based on the number of stock items,
system. delete delete delete delete

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