KR102542529B1 - Apparatus and method for providing market price change information tailored to user preferences in consideration of fintech platform service users' preferences and usage methods - Google Patents

Abstract

The present disclosure relates to a system for providing investment information related to asset price fluctuations to service users who use cryptocurrency trading services in the digital asset market. According to the present disclosure, the investment information providing device includes first transaction information about transaction details performed in each of the first time intervals of the first time unit, and transaction details performed in each of the second time intervals of the second time unit Receive second transaction information about , extract first market price information and second market price information including a moving average and asset closing price based on the first transaction information and second transaction information, and extract the first market price information and Using the second market price information, a short-term trend divergence degree and a long-term trend divergence figure for the target time are calculated, and based on the short-term trend divergence figure and the long-term trend divergence figure, investment information about a trend-reflecting divergence index corresponding to the target time It is possible to generate and transmit the investment information.

Description

Apparatus and method for providing market price change information tailored to user preferences in consideration of fintech platform service users' preferences and usage methods PREFERENCES AND USAGE METHODS}

This disclosure generally relates to a system that provides service users with investment information related to market price fluctuations, and more specifically, in response to a digital asset market with unstable liquidity and high volatility, between the market price of cryptocurrency and a moving average line. It relates to a device and method for increasing the investment stability of service users by calculating indicators related to the separation of and providing related investment information to service users.

Cryptocurrency refers to electronic information that is encrypted and distributed based on blockchain technology and used as money in a certain network. Cryptocurrency is a currency that is traded on a cryptocurrency exchange rather than a stock exchange, and is used as a means of payment for goods and services.

In order to provide a reliable investment environment to service users, the system that provides trading services for securities has well-established institutional conditions for market vitalization even for items with low trading volume, whereas in the case of cryptocurrency, The legal basis is not sufficiently established. In other words, cryptocurrencies, unlike securities, are not well equipped with institutional safety devices, so they can be easily issued and circulated, and thus have a very large fluctuation range compared to securities.

In the digital asset market, certain forces increase trading volume by generating self-transactions for marketing and other purposes. In particular, in the case of small and medium-sized cryptocurrency exchanges with insufficient market participants, the ratio of rotational transactions to the total transaction rate is high, and such rotational transactions can cause a sharp rise or fall in the price of cryptocurrency, which can affect the investment stability of investors. .

A moving average line is a line made by connecting the arithmetic average of stock prices over a certain period of time, and indicates an indicator used in technical analysis of stock prices or foreign exchange. Investors can use short-term moving averages, medium-term moving averages, and long-term moving averages to check the price trend of the stock. Generally, the point at which the short-term moving average crosses the long-term moving average from below is called a golden cross, and the point at which the short-term moving average crosses the long-term moving average from above to below is called a dead cross. Investors select moving averages suitable for the situation and select the investment direction by using golden crosses and dead crosses as investment indicators.

Unlike the general stock market, the digital asset market has high volatility, so it is difficult to use market price fluctuation indicators used in the stock market. However, since there was no separate indicator that well reflected the characteristics of the digital asset market, service users using conventional cryptocurrency trading services directly measured the moving average calculated according to the general arithmetic average and the distance between the moving average and the closing price of the asset. I had no choice but to invest and check. In other words, when the value of cryptocurrency rises or falls rapidly due to instantaneous volatility, the service user cannot grasp the trend of cryptocurrency due to distorted information, resulting in a large loss. In response, there has recently been a demand for technology development to provide service users using cryptocurrency trading services with standards and related investment information on market price fluctuations specific to the digital asset market and to provide investors with a stable investment environment.

Based on the above discussion, the present disclosure provides a device and method for providing investment information related to market price fluctuations to service users who trade cryptocurrency in a digital asset market.

In addition, the present disclosure provides an apparatus and method for confirming a degree of separation between an asset closing price and a moving average line, taking into account the volatility of a cryptocurrency, from transaction information according to a time interval.

In addition, the present disclosure provides an apparatus and method for determining a trend-reflecting separation index using separation degrees of different time intervals.

In addition, the present disclosure provides an apparatus and method for analyzing the state of a digital asset market from a trend-reflecting divergence index and providing investment information for investment recommendation to a service user.

According to various embodiments of the present disclosure, a method of operating an investment information providing device that provides investment information related to asset price fluctuations to a service user who uses a cryptocurrency trading service in a digital asset market includes a first time period of a first time unit Receiving first transaction information about transaction details performed in each of the second time units and second transaction information about transaction details performed in each of the second time intervals of the second time unit, based on the first transaction information , Extracting first market price information including a moving average and an asset closing price in each of the first time intervals, based on the second transaction information, in each of the second time intervals, a moving average and an asset closing price extracting second market price information including , calculating a short-term trend disparity for the target time using the first market price information, and calculating a long-term trend disparity for the target time using the second market price information Calculating , generating investment information about a trend-reflecting divergence index corresponding to the target time based on the short-term trend divergence and the long-term trend divergence, and transmitting the investment information. .

According to another embodiment, the short-term trend separation degree is the number of time intervals of the first time unit, an asset closing price in the i-th time interval of the first time unit, and a moving average in the i-th time interval of the first time unit. can be determined based on

According to another embodiment, the long-term trend separation degree is the number of time intervals of the second time unit, an asset closing price in the k-th time interval of the second time unit, and a moving average in the k-th time interval of the second time unit. It is determined based on, and the second time unit may be set to be greater than the first time unit.

According to another embodiment, the operating method of the investment information providing apparatus includes determining a plurality of trend-reflecting separation indices corresponding to a plurality of target times by using the first market price information and the second market price information; The method may further include generating an index change graph indicating changes in a plurality of trend-reflecting separation indices, and including the index change graph in the investment information.

According to another embodiment, the operating method of the investment information providing device includes identifying an index interval including the trend-reflecting distance index, generating market state information based on the index interval, and generating the market state information. The method may further include including the information in the investment information, and the market condition information may include at least one of an overbought condition, a rising condition, a weak rising condition, a sideways step, a weak falling condition, a falling condition, and an oversold condition.

Each of the various aspects and features of the invention are defined in the appended claims. Combinations of features of the dependent claims may be combined with features of the independent claims as appropriate, not just those explicitly set forth in the claims.

In addition, one or more selected features of any one embodiment described in this disclosure may be combined with one or more selected features of any other embodiment described in this disclosure, and alternatives of such features The combination of the present disclosure at least partially alleviates one or more technical problems discussed in the present disclosure, or at least partially alleviates the technical problems discernable by a person skilled in the art from the present disclosure, and further features of the embodiments ( A particular combination or permutation so formed of embodiment features is possible, provided that it is not understood by a person skilled in the art to be incompatible.

In any described example implementation, two or more physically separate components may alternatively be integrated into a single component, where such integration is possible, and a single component so formed If the same function is performed by , the integration is possible. Conversely, a single component in any embodiment described in this disclosure may alternatively be implemented as two or more separate components that achieve the same function, where appropriate.

It is an object of certain embodiments of the present invention to address, mitigate, or eliminate, at least in part, at least one of the problems and/or disadvantages associated with the prior art. Certain embodiments aim to provide at least one of the advantages described below.

Devices and methods according to various embodiments of the present disclosure may provide service users with a trading environment with high investment stability by calculating indicators indicating market price fluctuations and providing related investment information to service users.

In addition, the apparatus and method according to various embodiments of the present disclosure make it possible to check the degree of separation between the closing price of an asset and a moving average line considering the volatility of a cryptocurrency by using transaction information according to a time interval.

In addition, the apparatus and method according to various embodiments of the present disclosure enable a trend-reflecting separation index to be determined by using separation degrees having different time intervals.

In addition, the apparatus and method according to various embodiments of the present disclosure can analyze the state of the digital asset market from the trend-reflecting divergence index and provide investment information for investment recommendation to service users.

Effects obtainable in the present disclosure are not limited to the effects mentioned above, and other effects not mentioned may be clearly understood by those skilled in the art from the description below. will be.

BRIEF DESCRIPTION OF THE DRAWINGS Included as part of the detailed description to aid understanding of the embodiments, the accompanying drawings provide various embodiments and, together with the detailed description, describe technical features of the various embodiments.
1 illustrates a cryptocurrency trading system according to various embodiments of the present disclosure.
2 illustrates the configuration of an investment information providing device in a cryptocurrency trading system according to various embodiments of the present disclosure.
3 illustrates a flow of information used by an investment information providing device in a cryptocurrency trading system according to various embodiments of the present disclosure.
4 illustrates an example of investment information in a cryptocurrency trading system according to various embodiments of the present disclosure.
5 is a flowchart illustrating an operating method of an investment information providing device in a cryptocurrency trading system according to various embodiments of the present disclosure.

Terms used in the present disclosure are only used to describe a specific embodiment, and may not be intended to limit the scope of other embodiments. Singular expressions may include plural expressions unless the context clearly dictates otherwise. Terms used herein, including technical or scientific terms, may have the same meaning as commonly understood by one of ordinary skill in the art described in this disclosure. Among the terms used in the present disclosure, terms defined in general dictionaries may be interpreted as having the same or similar meanings as those in the context of the related art, and unless explicitly defined in the present disclosure, ideal or excessively formal meanings. not be interpreted as In some cases, even terms defined in the present disclosure cannot be interpreted to exclude embodiments of the present disclosure.

In various embodiments of the present disclosure described below, a hardware access method is described as an example. However, since various embodiments of the present disclosure include technology using both hardware and software, various embodiments of the present disclosure do not exclude software-based access methods.

Hereinafter, the present disclosure relates to an apparatus and method for providing service users with investment information related to market price fluctuations in a cryptocurrency trading system. Specifically, the present disclosure describes a technique for increasing the investment stability of service users by calculating an index related to the gap between the market price of a cryptocurrency and a moving average and providing related investment information to service users.

Hereinafter, various embodiments will be described in detail so that those skilled in the art can easily implement the present disclosure with reference to the accompanying drawings. However, since the technical spirit of the present disclosure may be implemented in various forms, it is not limited to the embodiments described herein. In describing the embodiments disclosed in this specification, if it is determined that a detailed description of a related known technology may obscure the gist of the technical idea of the present disclosure, a detailed description of the known technology will be omitted. The same or similar components are assigned the same reference numerals, and duplicate descriptions thereof will be omitted.

In this specification, when an element is described as being “connected” to another element, this includes not only the case of being “directly connected” but also the case of being “indirectly connected” with another element intervening therebetween. When an element "includes" another element, this means that it may further include another element without excluding another element in addition to the other element unless otherwise stated.

Some embodiments may be described as functional block structures and various processing steps. Some or all of these functional blocks may be implemented with any number of hardware and/or software components that perform a particular function. For example, functional blocks of the present disclosure may be implemented by one or more microprocessors or circuit configurations for a predetermined function. The functional blocks of this disclosure may be implemented in a variety of programming or scripting languages. The functional blocks of this disclosure may be implemented as an algorithm running on one or more processors. The functions performed by the function blocks of the present disclosure may be performed by a plurality of function blocks, or the functions performed by the plurality of function blocks in the present disclosure may be performed by one function block. In addition, the present disclosure may employ prior art for electronic environment setting, signal processing, and/or data processing.

In addition, in the present disclosure, the expression of more than or less than is used to determine whether a specific condition is satisfied or fulfilled, but this is only a description to express an example and excludes more or less description. It's not about doing it. Conditions described as 'above' may be replaced with 'exceeds', conditions described as 'below' may be replaced with 'below', and conditions described as 'above and below' may be replaced with 'above and below'.

1 illustrates a cryptocurrency trading system 100 according to various embodiments of the present disclosure.

The cryptocurrency trading system 100 indicates a system that provides an environment in which service users such as cryptocurrency investors or trading service providers can trade cryptocurrency. According to the cryptocurrency trading system 100, investors can buy or sell cryptocurrency through a cryptocurrency exchange, and the cryptocurrency exchange can provide a cryptocurrency trading service and make profits through fees. In addition, the investment information provider may provide investment information related to cryptocurrency trading to investors or transaction service providers.

In the digital asset market, the price of cryptocurrency assets repeatedly rises and falls, and converges and spreads based on the moving average line. In other words, the degree of separation between the moving average and the price of an asset can be an important indicator for an investor's investment decision, and an investor can determine the trend of an increase or decrease in the price of a cryptocurrency by checking the degree of separation. However, in the digital asset market, the value of cryptocurrency often rises or falls instantaneously, so it is difficult to simply use the difference between the moving average and the asset price as a divergence indicator. The cryptocurrency trading system 100 according to the present disclosure assists service users to self-diagnose trends and make appropriate judgments by digitizing the degree of convergence and spread with respect to the distance between the moving average and asset prices. can do. According to an embodiment of the present disclosure, the cryptocurrency trading system 100 may include a terminal 110, an exchange server 130, an investment information providing device 150, and a network 107.

The terminal 110 indicates an electronic device used by a service user who trades cryptocurrency. The terminal 110 is an electronic device used by sellers or buyers of cryptocurrencies to trade cryptocurrencies, and a service user can access the exchange server 130 using the terminal 110 and through the exchange server 130 Cryptocurrency trading service is available. According to an embodiment of the present disclosure, the terminal 110 may include a fixed terminal implemented as a computer device or a mobile terminal. Specifically, the terminal 110 may indicate a smart phone, a mobile phone, a navigation device, a computer, a laptop computer, a digital broadcasting terminal, personal digital assistants (PDA), a portable multimedia player (PMP), and a tablet PC. In addition, the terminal 110 may communicate with at least one of the exchange server 130 and the investment information providing device 150 through the network 107 . A specific configuration of the terminal 110 is described in detail in FIG. 2 .

The exchange server 130 provides a platform for exchanging or trading at least one type of cryptocurrency and instructs a server device of an exchange that obtains fees as revenue. According to one example, the exchange server 130 serves as a platform for buying and selling virtual currency, provides a currency exchange service between legal currency and cryptocurrency, or exchanges cryptocurrency at a market price or a fixed price through a web order window. It can perform a distributing function. In addition, the exchange server 130 may be implemented as a computer capable of accessing a remote server or terminal through the network 107 .

The investment information providing device 150 indicates an electronic device used by the investment information provider. The investment information providing device 150 may perform functions of generating investment information related to fluctuations in the market price of cryptocurrency and providing the investment information to service users. Specifically, the investment information providing device 150 may receive transaction information about transaction details classified by time from the exchange server 130 . Here, the transaction information includes first transaction information about transaction details performed in each of the first time intervals of the first time unit, and second transaction information about transaction details performed in each of the second time intervals of the second time unit. can include The investment information providing device 150 may extract market price information about a moving average and asset closing price for each time interval using the received transaction information, and may calculate a trend divergence from the market price information. Here, the trend separation degree indicates information reflecting the trend of the distance between the moving average and the asset closing price. The investment information providing device 150 calculates trend divergence figures in a plurality of time intervals, generates investment information on a trend-reflecting divergence index using the trend divergence figures, and provides investment information to service users, so that cryptocurrency transactions are stable. can assist in doing so.

As shown in FIG. 1 , components of the cryptocurrency trading system 100 may be connected through a network 107 . According to an embodiment of the present disclosure, the network 107 refers to a connection structure capable of exchanging information between nodes such as a plurality of terminals and servers, and an example of such a network includes RF, 3GPP (3rd generation partnership project) network, LTE (long term evolution) network, 5GPP (5rd generation partnership project) network, WIMAX (world interoperability for microwave access) network, Internet, LAN (local area network), Wireless LAN (wireless local area) network), WAN (wide area network), PAN (personal area network), Bluetooth (bluetooth) network, NFC network, satellite broadcasting network, analog broadcasting network, digital multimedia broadcasting (DMB) network, etc., but are not limited thereto. .

In the digital asset market, sell and buy orders are formed by the selling price desired by the seller and buyer, respectively, and the market price is formed as a result of mutual agreement. The more active the market is, the more buy and sell orders are placed at a price close to the agreed upon price, and the transaction is concluded at a price with a small difference from the market price. A transaction may be concluded at an out-of-price price. Using this point, there have been various attempts to make it appear as if actual market transactions are not being actively conducted, and these attempts have caused unexpected losses to service users. In particular, most of the abnormal attempts are made by abusing the fact that cryptocurrency exchanges only display the price fluctuation range and trading volume of cryptocurrency, and it is difficult for service users to identify abnormal attempts until they continuously observe changes in quotes. . Correspondingly, the investment information providing device 150 according to the present disclosure measures the change in quotes submitted in the market, identifies and digitizes the normal range of price volatility that can occur based on the trading volume in the market, and provides investment information to service users. It aims to provide

In the case of quotes submitted in the cryptocurrency trading market, which are formed only through normal transactions, they show various patterns during the contracting process. Specifically, in the case of execution by market order, if the first quantity of the first quotation executed is greater than the trading volume, the quotation equal to the first quantity minus the trading volume remains. In the case of execution by limit order, if the first quantity is smaller than the trading volume and the limit price is not the price at which the second quotation will be executed, the quotation equal to the trading volume minus the 1st quantity remains as the opposite quotation, and the limit price is up to the quotation price equal to or greater than the second quotation. In the case of the price to be concluded, the number of bids equal to the difference between the second bid price and the second bid price remains. In other words, a single execution order causes the transaction volume to occur along with the quotation and change. If this is quantified, it is predicted how much the quotation and quotation submitted for the execution order corresponding to the average of the transaction volume will be executed and how much the quotation and price will change. It can be. Using this, the investment information providing device 150 according to the present disclosure may calculate an index through average calculation and deviation calculation with respect to the changeable range measured during a specific time period in consideration of the trading volume and the fluctuation range.

The investment information providing device 150 may generate an ideal indicator by determining a price change and calculating a deviation for each of the index constituent stocks when a transaction occurs according to all transactions. However, anomalous indicators are prone to error in the presence of unusual market disruptive behavior. In order to consider the quotation change for abnormal behavior, the investment information providing device 150 calculates the deviation by adding possible price fluctuations, including the quantity canceled after submitting the quotation within the price fluctuation range together with the price change when a transaction occurs, A blink reflection index can be created. Alternatively, the investment information providing device 150 may generate a general indicator by measuring bid prices multiple times for each price fluctuation range and calculating a difference between the effective bid price and the current price within the price fluctuation range.

Since the generated indicators use a method of setting the baseline for the next interval based on the statistics of the previous interval, abnormal behaviors that deviate from the average value are reflected in the form of noise. That is, if a deviation for a volatility that is too large or too small is observed, the indicator is immediately reflected in the form of noise.

In addition, since the index is an index that derives a deviation of the measurement results of each section, more accurate results are derived as the number of samples increases. Therefore, the reliability of the index may increase in the case where a plurality of measured results are adopted in the case where a plurality of nodes form a network to generate and accumulate results respectively.

The investment information providing device 150 may extract index trading data suitable for current market conditions from transaction information and provide investment information related to trading volume and fluctuation range to investors in real time. In addition, the investment information providing device 150 may protect the investor by notifying the investor when it is identified that an abnormal situation has occurred through liquidity-related investment indicator analysis. Hereinafter, a specific method for the investment information providing device 150 to generate investment information is exemplified.

2 illustrates a configuration 200 of an investment information providing device 150 in a cryptocurrency trading system 100 according to various embodiments of the present disclosure. Hereinafter, terms such as '??unit' and '??group' refer to a unit that processes at least one function or operation, and may be implemented by hardware, software, or a combination of hardware and software. The investment information providing device 150 may include a memory 210, a processor 220, a communication unit 230, an input/output interface 240, and a display unit 250.

The memory 210 temporarily or permanently stores data such as a basic program for the operation of the investment information providing device 150, an application program, and setting information. The memory 210 may include a non-perishable mass storage device such as random access memory (RAM), read only memory (ROM), and a disk drive, but the present invention is not limited thereto. These software components may be loaded from a recording medium readable by a separate computer from the memory 210 using a drive mechanism. The separate computer-readable recording medium may include a computer-readable recording medium such as a floppy drive, a disk, a tape, a DVD/CD-ROM drive, and a memory card. Depending on embodiments, software components may be loaded into the memory 210 through the communication unit 230 rather than a computer-readable recording medium. Also, the memory 210 may provide stored data according to a request of the processor 220 . According to an embodiment of the present disclosure, the memory 210 may store transaction information about transaction details performed in time intervals. Also, the memory 210 may store generated investment information.

The processor 220 controls overall operations of the investment information providing device 150. For example, the processor 220 may control signals to be transmitted and received through the communication unit 230 . In addition, the processor 220 may be configured to process commands of a computer program by performing basic arithmetic, logic, and input/output operations. Instructions may be provided to the processor 220 by the memory 210 or the communication unit 230 . For example, processor 220 may be configured to execute received instructions according to program codes stored in a recording device such as memory 210 . For example, the processor 220 may control the investment information providing device 150 to perform operations according to various embodiments described below. According to an embodiment of the present disclosure, the processor 220 provides first transaction information about transaction details performed in each of the first time intervals of the first time unit and each of the second time intervals of the second time unit. Receiving second transaction information about the details of the performed transaction, extracting first market price information including a moving average and closing price of an asset in each of the first time intervals based on the first transaction information, and extracting the second transaction information Based on , in each of the second time intervals, second market price information including a moving average and asset closing price is extracted, a short-term trend divergence degree for the target time is calculated using the first market price information, and the second market price Using the information, a long-term trend divergence degree for the target time can be calculated, based on the short-term trend divergence figure and the long-term trend divergence figure, investment information on the trend-reflecting divergence index corresponding to the target time can be generated, and the investment information can be transmitted. there is.

The communication unit 230 performs functions for transmitting and receiving signals through a wireless channel. All or part of the communication unit 230 may be referred to as a transmission unit, a reception unit, or a transmission and reception unit. The communication unit 230 may provide a function for the investment information providing device 150 and at least one other node to communicate with each other through a communication network. According to an embodiment of the present disclosure, when the processor 220 of the investment information providing device 150 generates a request signal according to a program code stored in a recording device such as the memory 210, the request signal is sent to the communication unit 230 It can be transmitted to at least one other node through a communication network according to the control of. Conversely, a control signal, command, content, file, etc. provided under the control of at least one other node's processor may be received by the investment information providing device 150 through the communication unit 230 . According to an embodiment of the present disclosure, the communication unit 230 may receive transaction information. In addition, the communication unit 230 may transmit investment information to service users.

The input/output interface 240 may be a means for interface with an input/output device (not shown). At this time, the input device may be a device such as a keyboard or a mouse, and the output device may be provided in the form of a device such as a display unit for displaying an image. As another example, the input/output interface 240 may be a means for interface with a device in which functions for input and output are integrated into one, such as a touch screen. Specifically, the processor 220 of the investment information providing device 150 processes the command of the computer program loaded into the memory 210, and the service screen or content configured using the data provided by the server is input/output interface 240. ) can be displayed on the display. According to one embodiment of the present disclosure, the input/output interface 240 may include means for interface with the display unit 250 . The input/output interface 240 may receive a user input for the web browsing window displayed on the display unit 250, and output data to be output through the display unit 250 in response to the aforementioned user input from the processor 220. can be delivered According to an embodiment of the present disclosure, the input/output interface 240 may directly receive a command for controlling the investment information providing device 150 .

The display unit 250 indicates a display module including one or more displays. Each of the one or more displays included in the display unit 250 may individually display independent content, or the one or more displays described above may be combined to display a single content. According to an embodiment of the present disclosure, one or more displays included in the display unit 250 may include multiple displays that are physically separated, multiple displays that are physically combined, or one screen may be divided and used. It may also be a display capable of According to an embodiment of the present disclosure, the display unit 250 may directly display investment information on the screen to the investment information provider.

According to the general stock market, a moving average line and a degree of separation between the moving average line and the closing price of an asset are used as indicators to grasp the current market condition. However, unlike the stock market, the digital asset market has very high asset price volatility, so it is difficult to use the degree of divergence used in the stock market for the digital asset market. Correspondingly, the investment information providing device 150 according to the present disclosure does not obtain one degree of separation through the difference between the moving average line and the closing price of an asset at one target time point, but comprehensively considers peripheral points of view based on the target point of view and one By obtaining the separation degree of , a more stable trend-reflecting separation degree can be calculated. In addition, a trend-reflecting distance index considering short-term and long-term distance degrees can be determined by obtaining trend-reflecting separation degrees for each of the time intervals having different time units and integrating them through weight calculation. A specific method for the investment information providing device 150 to generate investment information from transaction information will be described in detail below.

3 illustrates a flow 300 of information used by the investment information providing device 150 in the cryptocurrency trading system 100 according to various embodiments of the present disclosure.

Cryptocurrency asset prices repeat convergence and spread based on the moving average. Investors can predict convergence in the future if the separation between the current asset price and the moving average increases, and predict divergence in the future if the current separation decreases. However, in the digital asset market, since the volatility of the asset price of cryptocurrency is very high, the cryptocurrency trading system 100 according to the present disclosure digitizes the distance between the moving average and the asset price as a stable value, thereby enabling service users to Allows you to self-diagnose trends.

Referring to FIG. 3 , the investment information providing device 150 receives transaction information 310 and generates investment information 330 . The investment information providing device 150 may obtain transaction information 310 about transaction details for each time interval from the exchange server 130 . Specifically, the transaction information includes first transaction information about transaction details performed in each of the first time intervals of the first time unit, and second transaction information about transaction details performed in each of the second time intervals of the second time unit. It may contain transaction information. Here, the second time unit may be set to be larger than the first time unit. According to an embodiment of the present disclosure, the first time unit may indicate 1 second, and the second time unit may indicate 1 minute. That is, the transaction information may include first transaction information about transaction details performed every second and second transaction information about transaction details performed every minute. Although the present disclosure exemplifies a case in which the first time unit is 1 second and the second time unit is 1 minute, the size of the time interval may be changed according to settings.

The investment information providing device 150 may extract first market price information 301 based on the first transaction information. The investment information providing device 150 may extract first market price information 301 including a moving average and asset closing price in each of the first time intervals from the first transaction information included in the transaction information. According to an embodiment of the present disclosure, the first market price information may include feature vectors calculated every second with respect to a feature vector having a moving average and an asset closing price as elements.

Thereafter, the investment information providing device 150 may calculate a short-term trend divergence degree 303 using the first market price information 301 . The investment information providing device 150 may calculate the short-term trend divergence degree 303 using the moving average for each of the time intervals of the first time unit and the closing price of the asset. Specifically, the short-term trend separation degree 303 may be determined based on Equation 1.

Referring to <Equation 1>, D ₁ is the short-term trend divergence, N is the number of time intervals in the first time unit, P _i is the asset closing price in the ith time interval of the first time unit, and A _i is the first time interval. A moving average may be indicated in the i-th time interval of the unit.

That is, the investment information providing device 150 reflects the short-term trend with a focus on the target time by setting a higher weight to be given to the difference between the moving average and the closing price of the asset as it approaches the target time, and sets time intervals as many as the preset number N By taking into account the overall short-term trend, it is possible to calculate one short-term trend separation degree 303 corresponding to the target time. Thereafter, the investment information providing device 150 may calculate short-term trend divergence figures every second by repeating this process while changing the target time.

In the same way, the investment information providing device 150 may extract the second market price information 305 including the moving average and the asset closing price in each of the second time intervals from the second transaction information included in the transaction information. . Here, since the second time unit is set to be larger than the first time unit, the second market price information may be composed of feature vectors calculated every minute with respect to a feature vector having a moving average and an asset closing price as elements.

Thereafter, the investment information providing device 150 may calculate a long-term trend separation degree 307 using the second market price information 305 . The investment information providing device 150 may calculate the long-term trend divergence degree 307 by using the moving average for each of the time intervals of the second time unit and the closing price of the asset. The long-term trend separation degree 307 may be determined based on Equation 2.

Referring to <Equation 2>, D ₂ is the long-term trend divergence, M is the number of time intervals of the second time unit, P _k is the asset closing price in the k th time interval of the second time unit, A _k is the second time unit A moving average may be indicated in the k-th time interval of .

Similar to the short-term trend separation diagram, the investment information providing device 150 reflects the long-term trend with a focus on the target time by setting a higher weight to be given to the difference as it is closer to the target time, and considering time intervals as many as a preset number M By doing this, it is possible to calculate one long-term trend separation diagram 307 corresponding to the target time by reflecting the long-term trend as a whole. Thereafter, the investment information providing device 150 may calculate short-term trend divergence figures every minute by repeating this process while changing the target time.

The investment information providing device 150 may determine a trend-reflecting divergence index 309 using the short-term trend divergence 303 and the long-term trend divergence 307 . According to an embodiment of the present disclosure, the investment information providing device 150 multiplies the short-term trend separation diagram 303 by a first weight and multiplies the long-term trend separation diagram 307 by a second weight value and adds them together, thereby providing information corresponding to the target time. A trend-reflecting divergence index 309 may be determined.

The investment information providing device 150 may generate investment information 330 including the trend reflecting distance index 309 and transmit the investment information to a service user.

According to an embodiment of the present disclosure, the investment information providing device 150 may determine trend-reflecting separation indices for each of a plurality of target times, and generate an index change graph indicating changes in the trend-reflecting separation indices. there is. Accordingly, a graph representing a change in the trend-reflecting separation index over time may be generated. The investment information providing device 150 may include the generated index change graph in the investment information.

According to an embodiment of the present disclosure, the investment information providing device 150 may check the market state based on the trend-reflecting distance index and provide the market state information to the service user. According to an embodiment of the present disclosure, the investment information providing device 150 identifies an index section including a trend-reflecting distance index, generates market state information based on the index section, and includes the market state information in the investment information. can make it Here, the market state information may include at least one of an overbought state, a rising state, a weak rising state, a sideways movement, a weak falling state, a falling state, and an oversold state. Investment information including index change graphs and market state information is described in detail in FIG. 4 .

4 illustrates an example 400 of investment information in the cryptocurrency trading system 100 according to various embodiments of the present disclosure.

The investment information providing device 150 may determine trend-reflecting divergence indices by using the short-term trend divergence 303 and the long-term trend divergence 307 for each target time. Specifically, the investment information providing device 150 determines a plurality of trend-reflecting separation indices corresponding to a plurality of target times using the first market price information and the second market price information, and changes in the plurality of trend-reflecting separation indices. It is possible to create an exponential change graph indicating In addition, the investment information providing device 150 may generate market state information by determining which index interval among a plurality of preset index intervals the trend reflecting separation index is included in. 4 illustrates investment information displayed with an exponential change graph and status information therefor.

Referring to FIG. 4 , the horizontal axis indicates time and the vertical axis indicates the trend-reflecting separation index. The investment information providing device 150 may list trend-reflecting separation indices for a plurality of times in chronological order and express them as a graph. Also, on the graph, values of the separation exponent may be divided into a plurality of exponential intervals. According to an embodiment of the present disclosure, index sections may include an overbought section, an upward section, a weakly rising section, a sideways section, a weakly falling section, a falling section, and an oversold section. That is, the trend-reflecting divergence index may be included in any one of a plurality of index intervals, and the investment information providing device 150 determines the market value based on which index interval the value of the trend-reflecting divergence index is included in. status can be determined. According to an embodiment of the present disclosure, the investment information providing device 150 may determine the current market state as an uptrend and recommend a purchase to a service user when the trend-reflecting divergence index is in an uptrend. Conversely, the investment information providing device 150 may determine the current market state as a falling state and recommend selling to the service user when the trend reflecting divergence index is in a falling section. That is, the investment information providing device 150 divides the index section into preset sections, and can determine the market state based on which index section includes the trend-reflecting separation index at the current point in time. Additionally, the investment information providing device 150 may increase investment stability of the service user by providing the identified market conditions to the service user.

5 illustrates a flowchart 500 of an operating method of the investment information providing device 150 in the cryptocurrency trading system 100 according to various embodiments of the present disclosure. 5 illustrates a method of operation of the processor 220 .

Referring to FIG. 5 , in step 501, the investment information providing device 150 provides first transaction information about transaction details performed in each of the first time intervals of the first time unit and second time unit of the second time unit. Second transaction information about transaction details performed in each of the time intervals is received. The investment information providing device 150 may receive transaction information about transaction details for each time interval in each of the time intervals divided into different time units. Here, the second time unit may be set to be larger than the first time unit. According to an embodiment of the present disclosure, the first time unit may indicate 1 second and the second time unit may indicate 1 minute.

In step 503, the investment information providing device 150 extracts first market price information including a moving average and asset closing price in each of the first time intervals based on the first transaction information. The investment information providing device 150 may extract market price information having a moving average and an asset closing price as elements from the first transaction information.

In step 505, the investment information providing device 150 extracts second market price information including a moving average and asset closing price in each of the second time intervals based on the second transaction information. In the same way as the method of extracting the first open price information, the investment information providing device 150 may extract the second open price information including the moving average and closing price of the asset from the second transaction information.

In step 507, the investment information providing device 150 calculates a short-term trend divergence degree for the target time by using the first open price information. The investment information providing device 150 may calculate a short-term trend divergence degree for the target time by using the first market price information divided by the first time unit. According to an embodiment of the present disclosure, the short-term trend separation degree may be determined based on Equation 1.

In step 509, the investment information providing device 150 calculates a long-term trend divergence degree for the target time by using the second open price information. The investment information providing device 150 may calculate a long-term trend separation degree for the target time by using the second market price information divided by the second time unit. According to an embodiment of the present disclosure, the long-term trend separation degree may be determined based on Equation 2.

In step 511, the investment information providing device 150 generates investment information about a trend-reflecting divergence index corresponding to the target time based on the short-term trend divergence figure and the long-term trend divergence figure. The investment information providing device 150 may determine the trend-reflecting divergence index by multiplying the short-term trend divergence by a first weight and multiplying and adding the long-term trend divergence by a second weight.

According to an embodiment of the present disclosure, the investment information providing device 150 determines a plurality of trend-reflecting separation indices corresponding to a plurality of target times using the first market price information and the second market price information, and determines a plurality of An index change graph indicating changes in trend-reflecting breakaway indices can be created, and the index change graph can be included in investment information.

According to an embodiment of the present disclosure, the investment information providing device 150 identifies an index section including a trend-reflecting distance index, generates market state information based on the index section, and includes the market state information in the investment information. can make it According to an embodiment of the present disclosure, the market state information may include at least one of an overbought state, an uptrend, a weakly rising state, a sideways movement, a weakly falling state, a falling state, and an oversold state.

In step 513, the investment information providing device 150 transmits investment information. Investment information providing device 150 may transmit the generated investment information to the service user.

Methods according to the embodiments described in the claims or specification of the present disclosure may be implemented in the form of hardware, software, or a combination of hardware and software.

When implemented in software, a computer readable storage medium storing one or more programs (software modules) may be provided. One or more programs stored in a computer-readable storage medium are configured for execution by one or more processors in an electronic device. The one or more programs include instructions that cause the electronic device to execute methods according to embodiments described in the claims or specification of the present disclosure.

Such programs (software modules, software) may include random access memory, non-volatile memory including flash memory, read only memory (ROM), and electrically erasable programmable ROM. (electrically erasable programmable read only memory (EEPROM), magnetic disc storage device, compact disc-ROM (CD-ROM), digital versatile discs (DVDs), or other It can be stored on optical storage devices, magnetic cassettes. Alternatively, it may be stored in a memory composed of a combination of some or all of these. In addition, each configuration memory may be included in multiple numbers.

In addition, the program is provided through a communication network such as the Internet, an intranet, a local area network (LAN), a wide area network (WAN), or a storage area network (SAN), or a communication network consisting of a combination thereof. It can be stored on an attachable storage device that can be accessed. Such a storage device may be connected to a device performing an embodiment of the present disclosure through an external port. In addition, a separate storage device on a communication network may be connected to a device performing an embodiment of the present disclosure.

In the specific embodiments of the present disclosure described above, components included in the disclosure are expressed in singular or plural numbers according to the specific embodiments presented. However, the singular or plural expressions are selected appropriately for the presented situation for convenience of explanation, and the present disclosure is not limited to singular or plural components, and even components expressed in plural are composed of the singular number or singular. Even the expressed components may be composed of a plurality.

Meanwhile, in the detailed description of the present disclosure, specific embodiments have been described, but various modifications are possible without departing from the scope of the present disclosure. Therefore, the scope of the present disclosure should not be limited to the described embodiments and should not be defined by the scope of the claims described below as well as those equivalent to the scope of these claims.

Claims (4)

A method of operating an investment information providing device that provides investment information related to asset price fluctuations to service users who use cryptocurrency trading services in the digital asset market,
Receiving first transaction information about transaction details performed in each of the first time intervals of the first time unit and second transaction information about transaction details performed in each of the second time intervals of the second time unit ;
extracting first market price information including a moving average and an asset closing price in each of the first time intervals based on the first transaction information;
extracting second market price information including a moving average and an asset closing price in each of the second time intervals based on the second transaction information;
calculating a short-term trend divergence degree for a target time by using the first open price information;
calculating a long-term trend separation degree with respect to the target time by using the second open price information;
generating investment information about a trend-reflecting divergence index corresponding to the target time, based on the short-term trend divergence degree and the long-term trend divergence degree; and
Transmitting the investment information;
The short-term trend separation degree is determined based on Equation 1 below,
(Equation 1)

D ₁ is the short-term trend divergence, N is the number of time intervals of the first time unit, P _i is the closing price of an asset in the i-th time interval of the first time unit, and A _i is the number of time intervals of the first time unit. Indicate the moving average in the i-th time interval,
The long-term trend separation degree is determined based on Equation 2 below,
(Equation 2)

D ₂ is the long-term trend separation degree, M is the number of time intervals of the second time unit, P _k is the asset closing price in the k th time interval of the second time unit, and A _k is the number of time intervals of the second time unit. Indicate the moving average in the kth time interval,
The second time unit is set to be greater than the first time unit,
determining a plurality of trend-reflecting separation indices corresponding to a plurality of target times by using the first open price information and the second open price information;
generating an index change graph indicating changes in the plurality of trend-reflecting separation indexes; and
The method further comprising including the exponential change graph in the investment information.
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