KR20190099174A - Apparatus and method for providing information through analysis of movement patterns between stock prices - Google Patents

Abstract

According to an embodiment of the present invention, a method for providing information through a movement pattern analysis between stock prices performed by a server comprises the steps of: (a) providing a user terminal with first stock information including total information on a first stock item and partial information on a second stock item among two stock items forming a pair of stock items; (b) receiving a total information request for the second stock item from the user terminal; and (c) providing the user terminal with the second stock information including total information on the second stock item on the basis of the total information request. The first and second stock items are displayed on the user terminal to be compared with each other, remaining information except for the partial information on the second stock item is displayed in a hidden state when only the partial information on the second stock item is received, and the pair of stock items may include two stock items determined to have the similarity of a movement pattern.

Description

Apparatus and method for providing information through analyzing stock price movement pattern {APPARATUS AND METHOD FOR PROVIDING INFORMATION THROUGH ANALYSIS OF MOVEMENT PATTERNS BETWEEN STOCK PRICES}

The present invention relates to an apparatus and a method for providing information by analyzing the movement pattern between stock prices.

In the case of stock information provided in the related art, a stock price graph indicating a stock price for one stock item by period is provided. It is difficult for a user to directly compare stock price graphs of various stock price items and analyze the characteristics of each movement by using the stock price graph provided for one stock item.

With the development of information and communication, it is possible to process vast amounts of data using computers. For example, when time difference exists in items having similar characteristics or patterns of movement between items or a corresponding relationship through a computer, only time difference information may be selected and provided.

Korean Laid-open Patent No. 10-2009-0040645 (Name of invention: Method and apparatus for providing stock-related information and using it)

An object of the present invention is to provide information for easily confirming the similarity between two stock items by displaying a stock price graph of two stock items selected by analyzing the movement pattern between stock prices.

As a technical means for achieving the above-described technical problem, according to an embodiment of the present invention, the method for providing information through the analysis of the inter-stock movement pattern, performed by the server, (a) forming a stock item pair in the user terminal Providing first stock information including full information on a first stock item and partial information on a second stock item among two stock items, wherein the first stock and second stock items are provided to be compared with each other. step; (b) receiving a request for full information on the second stock item from the user terminal; And (c) providing second stock information to the user terminal based on the entire information request, the second stock information including remaining partial information about a second stock item not provided in the step (a). Wherein, the stock item pair is composed of two stock items determined to have a similarity of the movement pattern, is derived based on the normalization of the stock price and fluctuations in the stock price time, the type of the movement pattern is the same time axis It may include a companion relationship type in which there is a similarity in a phase, or a line / following relationship type in a case where there is a similarity in a time axis in which a time difference exists between stock items.

Here, the similarity is applied to the stock price or daily return rate of any one of the stock items or the stock price or the daily return rate of one of the stock items, when the stock price or the daily return value of one of the stock items corresponds to the companion relationship type. In the case of attaching a negative sign, a reverse line / reverse trailing relationship type may be further included.

The step (a) provides the first stock information for a plurality of stock item pairs, which are made up of pairs based on the same movement pattern type, and further provides ranking information for the stock item pairs, thereby providing the user terminal. In the present invention, the stock item pairs may be arranged and displayed based on the ranking information.

The ranking information may be determined based on a cumulative yield of a first stock item of each stock pair, but the ascending or descending order may be determined differently according to the type of the movement pattern.

Also, in the step (a), when the ranking of any one stock item pair among the stock item pairs is lower than a preset reference rank, all information on the second stock item of the one stock item pair is displayed on the user terminal. It can provide more.

In the user terminal, the total information of the first stock item and the second stock item may be displayed for the stock item pairs having a lower rank than the reference rank.

After the step (b), making a payment for the amount corresponding to the entire information on the second stock item; In addition, the step (c) may provide the second stock information when the payment is completed.

The partial information includes a stock price normalized so that the stock price of the second stock stock corresponds to the stock price of the first stock stock, instead of the stock price of the second stock stock, and the stock price of the first stock stock and the The normalized stock price of the second stock item may be displayed as a comparison graph.

In addition, the information providing method through the inter-stock movement pattern analysis performed by the server, (a) receiving a request for information on the first stock item from the user terminal; (b) searching for a second stock item that is determined to have a similarity between the first stock item and a movement pattern; And (c) providing stock information to the user terminal, the stock information including the entire information on the first stock item and partial information on the second stock item. Wherein, the stock item pair is composed of two stock items determined to have a similarity of the movement pattern, is derived based on the normalization of the stock price and fluctuations in the stock price time, the type of the movement pattern is the same time axis It may include a companion relationship type in which there is a similarity in a phase, or a line / following relationship type in a case where there is a similarity in a time axis in which a time difference exists between stock items.

In addition, according to an embodiment of the present invention, an apparatus for providing information by analyzing price patterns between stocks may include: a memory in which a program for performing the method of providing information through analyzing price patterns between stocks is recorded; And a processor for executing the program; The processor may further include a first information including partial information on a first stock item and partial information on a second stock item among two stock items that form a stock item pair in a user terminal by executing the program. Providing stock information, but providing the first stock item and the second stock item to be displayed in comparison with each other, receiving a request for full information about the second stock item from the user terminal, Providing second stock information including remaining partial information not provided among the entire information on the second stock item to the user terminal based on the two stocks, wherein the stock item pairs are determined to have similarities in movement patterns; It is composed of stocks, and is derived based on the normalization of stock price and stock price time axis change, the movement pattern Type can comprise a line / lagging relationship type case having a coincident relationship types, or the stock ticker similarity on the time axis of the time difference between the present case having a similarity on the same time axis.

According to an apparatus and a method for providing information by analyzing a stock price movement pattern according to an exemplary embodiment of the present invention, a stock price graph of two stock items selected through a stock price movement pattern analysis is displayed together, thereby showing a movement pattern between two stock items. The similarity of can be easily confirmed.

In addition, according to the information providing apparatus and method for analyzing the movement pattern between stock prices according to an embodiment of the present invention, by matching different stock items based on the type of various movement patterns to display through the stock price graph, The similarity of various movement patterns between them can be easily identified.

In addition, according to the information providing apparatus and method for analyzing the movement between stock prices in accordance with an embodiment of the present invention, the purchase-only information by allowing other stock items having a high similar pattern relationship before purchase, so as to purchase, It is possible to improve the purchase satisfaction with the dedicated information.

In addition, according to the information providing apparatus and method for analyzing the movement between stock prices according to an embodiment of the present invention, by setting the purchase-only information only for information corresponding to a high rank by giving a premium to the purchase-only information, The purchase satisfaction with the purchase-only information can be improved.

1 is a diagram illustrating a configuration of an information providing system through analysis of a stock price movement pattern according to an embodiment of the present invention.
2 is a diagram showing the configuration of a server according to an embodiment of the present invention.
3 is an operation flowchart illustrating a method of providing information by analyzing a stock price movement pattern performed by a server according to an embodiment of the present invention.
FIG. 4 is a diagram illustrating a return rate for each item during a period corresponding to a time difference and a time difference between a pair having a similar pattern relationship between items according to an embodiment of the present invention.
5 is a diagram illustrating a pair having a pattern relationship of inverse motion in which a time difference exists according to an embodiment of the present invention.
FIG. 6 is an example of an information providing screen through analysis of movement patterns between stocks in the user terminal illustrated in FIG. 1.

DETAILED DESCRIPTION Hereinafter, exemplary embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art may easily implement the present invention. As those skilled in the art would realize, the described embodiments may be modified in various different ways, all without departing from the spirit or scope of the present invention. In the drawings, parts irrelevant to the description are omitted in order to clearly describe the present invention, and like reference numerals designate like parts throughout the specification.

Throughout the specification, when a part is "connected" to another part, this includes not only "directly connected" but also "electrically connected" with another element in between. . In addition, when a part is said to "include" a certain component, which means that it may further include other components, except to exclude other components, unless specifically stated otherwise, one or more other features It is to be understood that the present disclosure does not exclude the possibility of the presence or the addition of numbers, steps, operations, components, parts, or combinations thereof.

In the entire specification, the server 100 may refer to an information providing apparatus through analysis of movement patterns between stocks.

The following examples are detailed description to aid in understanding the present invention, and do not limit the scope of the present invention. Therefore, the same range of inventions that perform the same functions as the present invention will also fall within the scope of the present invention.

1 is a diagram showing the configuration of an information providing system 1 by analyzing a stock price movement pattern according to an embodiment of the present invention.

Referring to FIG. 1, an information providing system 1 through analyzing a stock price movement pattern according to an embodiment of the present invention includes a server 100 and a user terminal 200. In addition, the server 100 includes a communication network 300 interconnecting the plurality of user terminals 201 and 202.

The server 100 according to an embodiment of the present invention provides stock information and stock analysis information to the user terminal 200, and the user terminal 200 uses the stock information and stock analysis information provided from the server 100. It is characterized by displaying to.

Here, the stock information may include a stock item name, an identification code, a stock price, and a cumulative yield for each stock item.

Here, the stock analysis information may include information on stock items selected according to a predetermined criterion among a plurality of stock items.

In addition, the stock analysis information may be used to compare the data between a plurality of stock items to select stock items having similarities between movement patterns, and processed information to facilitate the user visually compare the data on the selected stock items It may include.

Here, the server 100 may provide stock information processed to exclude some information on some stock items from the user terminal 200, and request a full information on the stock items from the user terminal 200. In certain cases, full information on the stock may be provided.

Here, some of the excluded information may be information such as a stock item name or an identification code that a user can easily identify which stock item is a corresponding stock item.

In some embodiments, the stock price may be further included in some information excluded from a particular stock item. In this case, the stock price processed according to a predetermined rule may be used instead of the stock price being excluded from the stock item.

Here, the predetermined rule may be to scale the stock price of a specific stock item or to normalize the stock price using an average and a standard deviation of the stock price. Stock items that have similarities between patterns can be clearly identified through quantitative verification, but it may be difficult for the user to check the similarity by visually indicating the stock price of the stock items. Therefore, through the normalization as described above, it is possible for the user to visually identify stock items with similarities between patterns. As an optional embodiment, a cumulative yield graph may be used so that a user can easily check the similarity between patterns.

The user terminal 200 may display stock analysis information provided from the server 100 through a terminal application.

The terminal application may be a dedicated application for providing stock analysis information or a web browsing application for displaying a web page for providing stock analysis information.

Here, the dedicated application for providing stock analysis information may be an application embedded in the user terminal 200 or an application downloaded from an application distribution server and installed in the user terminal 200.

The plurality of user terminals 200 refers to a communication terminal that can use a terminal application in a wired / wireless communication environment. The user terminal 200 may be a portable terminal of the user. In FIG. 1, although the user terminal 200 is illustrated as a smart phone, which is a kind of portable terminal, the spirit of the present invention is not limited thereto, and as described above, the terminal capable of mounting a terminal application is not limited thereto. Can be borrowed.

In more detail, the user terminal 200 may include a handheld computing device (eg, PDA, email client, etc.), any form of cellular phone, or any form of other kind of computing or communication platform. However, the present invention is not limited thereto.

Meanwhile, the communication network 300 connects the server 100 and the user terminal 200. That is, the communication network 300 refers to a communication network that provides a connection path for transmitting and receiving data after the user terminals 200 access the server 100. The communication network 300 may be, for example, wired networks such as local area networks (LANs), wide area networks (WANs), metropolitan area networks (MANs), integrated service digital networks (ISDNs), wireless LANs, CDMA, Bluetooth, satellite communications, and the like. Although it may encompass a wireless network, the scope of the present invention is not limited thereto.

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

Referring to FIG. 2, the server 100 according to an embodiment of the present invention includes a communication module 110, a memory 120, a processor 130, and a database 140.

In detail, the communication module 110 provides a communication interface necessary to provide a transmission / reception signal between the server 100 and the user terminal 200 in the form of packet data in cooperation with the communication network 300. In addition, the communication module 110 may receive a data request from the user terminal 200 and transmit a data as a response thereto.

Here, the communication module 110 may be a device including hardware and software necessary for transmitting and receiving a signal such as a control signal or a data signal through a wired or wireless connection with another network device.

The memory 120 records a program for performing a method of providing information by analyzing the movement pattern between stock prices. In addition, the processor 130 performs a function of temporarily or permanently storing data processed. Here, the memory 120 may include a magnetic storage media or a flash storage media, but the scope of the present invention is not limited thereto.

The processor 130 is a kind of central processing unit that controls the entire process of providing stock information. Each step performed by the processor 130 will be described later with reference to FIG. 3.

Here, the processor 130 may include all kinds of devices capable of processing data, such as a processor. Here, the 'processor' may refer to a data processing apparatus embedded in hardware having, for example, a circuit physically structured to perform a function represented by code or instructions included in a program. As an example of a data processing device embedded in hardware, a microprocessor, a central processing unit (CPU), a processor core, a multiprocessor, and an application-specific integrated device (ASIC) It may include a processing device such as a circuit, a field programmable gate array (FPGA), etc., but the scope of the present invention is not limited thereto.

Stock information and stock analysis information for providing to the user terminal 200 may be stored in the database 140 in advance.

Here, the stock information may include stock price, daily return rate, and cumulative return rate.

Although not shown in FIG. 2, some of the stock information and the stock analysis information may be stored in a database (not shown) that is physically or conceptually separated from the database 140.

3 is an operation flowchart illustrating a method of providing information by analyzing a stock price movement pattern performed by the server 100 according to an embodiment of the present invention.

Here, a program for performing each step of FIG. 3 is recorded in the memory 120, and the corresponding program is executed by the processor 130, so that the method of providing information by analyzing the movement pattern between stock prices may be performed.

Referring to FIG. 3, first, the server 100 provides the user terminal 200 with full information about a first stock item and partial information about a second stock item among two stock items forming a stock item pair (S310). ).

Here, the stock item pair may be composed of two stock items determined to have a similar movement pattern relationship.

Here, the type of the movement pattern is a companion relationship type when there is a high pattern matching on the same time axis, a line / trailing relationship type when the time difference between the stock items exists and a line / trailing relationship type among the stock items. Backwards or trailing relationships in the case of a negative relationship to one share price or daily return, or a negative relationship to the share price or daily return of one of the stock items. It may be any one of the reverse / backward relationship types, which is the case for the relationship type.

Through this, the server 100 displays the first stock item and the second stock item in comparison with each other in the user terminal 200, and when only the partial information is received for the second stock item, the second stock item receives the partial information. The remaining information can be displayed in a hidden state.

Here, the entire information of the second stock item may be purchase-only information that can be provided only when the user pays the amount of the corresponding information.

That is, according to an exemplary embodiment of the present invention, the purchase satisfaction of the purchase-only information may be improved by allowing other stock items having a high pattern matching degree to be confirmed in advance before the purchase-only information.

In some embodiments, the partial information on the second stock item may include a stock price normalized so that the stock price of the second stock item corresponds to the stock price of the first stock item, instead of the stock price of the second stock item.

In operation S310, the server 100 may provide the user terminal 200 with stock information (complete information or partial information) for a plurality of stock item pairs, which are formed in pairs based on the same movement pattern type. Can be.

In this case, the server 100 may further provide ranking information on stock item pairs to the user terminal 200.

Here, the ranking information may be determined based on the cumulative return rate during a specific period of the first stock item of each stock pair. Here, the criterion for determining the ranking information is not limited to the above example.

In this case, the alignment direction (ascending or descending order) may be determined differently according to the type of the movement pattern.

For example, if the type of movement pattern is a pre / following relationship, it is ranked in descending order (highest cumulative rate of return) based on the cumulative rate of return for a particular period (period of time difference), and the type of movement pattern is reverse / backward. In the case of a relationship, the ranking may be ranked in ascending order (lowest cumulative yield) based on the cumulative yield of a specific period (period of time difference).

Through this, the server 100 may allow the user terminal 200 to display the stock item pairs aligned based on the ranking information.

As an optional embodiment, in step S310, the server 100, if the rank of any one of the stock item pairs is lower than the predetermined reference rank, the second stock of any one stock item pair in the user terminal You can provide more complete information about the sport.

In this way, the server 100 may display the entire information of the first and second stock items for the stock item pairs whose rank is lower than the reference rank in the user terminal 200.

That is, according to the present invention, by setting the purchase-only information only for information corresponding to a high rank and giving a premium to the purchase-only information, the purchase satisfaction with the purchase-only information can be improved.

Next, the server 100 receives a full information request for the second stock item from the user terminal 200 (S320).

Next, the server 100 provides the entire information on the second stock item to the user terminal 200 based on the entire information request (S330).

Although not shown in FIG. 3, the server 100 may further include a step (not shown) of making a payment for the amount corresponding to the entire information on the second stock item after step S320.

In this case, the second stock information is purchase-only information, and the server 100 may provide the second stock information to the user terminal 200 only when the payment is completed in step S330.

As an optional embodiment, the server 100 does not display the stock item pairs in advance, and when receiving a request for information on any one stock item from the user terminal, another stock having similarity between the corresponding stock item and the movement pattern. You can also search for events and mark them together.

More specifically, first, the server 100 may receive a request for information on a first stock item from a user terminal. Next, the server 100 may search for a second stock item that is determined to have a similarity between the first stock item and the movement pattern. Next, the server 100 may configure the stock information to include the entire information on the first stock item and the partial information on the second stock item to provide to the user terminal.

For example, when a user requests information about a first stock item, the second stock item having a pre / following relationship with the first stock item is searched for, and then a stock price graph for the first stock item is displayed. Share price graphs of stock items can be displayed in an overlapping manner. In this case, the item name of the second stock may be displayed in an excluded state, and the item name may be displayed when the user pays the amount.

4 is a view showing a pattern similarity between items in accordance with an embodiment of the present invention.

In particular, it is a view showing the return of each item during the period corresponding to the time difference and time between the movement between the pair and the item having a similar pattern relationship between items according to an embodiment of the present invention.

Referring to FIG. 4, each of the 8 stock item pairs illustrated in FIGS. 4A through 4H has a similar shape of the stock price graph of the two stock items constituting the stock item pair, and any one stock item. We can see that it is ahead of other stocks in time.

For example, in FIG. 4A, it can be seen that a stock price graph and a graph legend 420 over time of two stock items 411 and 412 on the same time axis are included.

The legend 420 may include the shape of the graph line of each of the two stock items 411 and 412, the time difference, the cumulative return rate (during the period corresponding to the time difference), the identification code, and the stock item name.

The server 100 according to the present invention may determine whether two stock items 411 and 412 differ depending on whether a stock price according to time between two stock items 411 and 412 has a high pattern similarity on a time axis in which a time difference exists. It can be determined whether it corresponds to a pre / post relationship type.

For example, when the server 100 shifts the time axis with respect to the second stock item 412, the share price of the first stock item 411 and the second stock item 412 have a high movement pattern matching relationship. The two stock items 411 and 412 may be determined to correspond to the first / next relationship type.

Here, when the time axis is shifted so that the second stock item 412 moves forward in time (eg, to the left in FIG. 4), the first stock item 411 is a preceding item, and the second stock item 412 is It is a trailing event.

In addition, when the time axis is shifted by '3 days' with respect to the second stock item 412, the two stock items 411 and 412 have a time difference of '3 days'.

Although not shown in FIG. 4, when the server 100 has a high movement pattern matching relationship without shifting the time axis for any two stocks, it is determined that the two stocks correspond to the partnership type. can do.

That is, the companion relationship type may correspond to a pre / following relationship type having a time difference of '0 days'.

5 is a diagram illustrating a pair having a pattern relationship of inverse motion in which a time difference exists according to an embodiment of the present invention.

In particular, FIG. 5 is a graph showing a stock price graph over time of the reverse line / backtracking relationship type according to the present invention.

Referring to FIG. 5, each of the two stock item pairs illustrated in FIGS. 5 (a) and 5 (b) is the shape of the stock price graph of one of the two stock items constituting the stock item pair and the other stock price graph. It can be seen that the shape of reversed up and down is similar to each other, and one stock item is ahead of other stock items in time.

Referring to the example of FIG. 5A, it can be seen that a graph of stock prices over time of two stock items 511 and 512a on the same time axis and a second stock item 512b inverted up and down is included.

The server 100 according to the present invention determines whether the inverted value of the stock price according to the time of one of the two stock items and the stock price according to the other time on the time axis in which the time difference exists have similarity of the movement pattern. We can then determine whether two stocks fall under the reverse / backward relationship type.

For example, when the server 100 shifts the time axis with respect to the second stock item 512b that is upside down, the stock price of the first stock item 511 and the stock price of the second stock item 512b that are upside down are high. If there is a matching relationship, it may be determined that the two stock items 511 and 512a correspond to the reverse line / backward relationship type.

Here, when the time axis is shifted so that the upside-down reversed second stock stock 512b moves forward in time (for example, to the left in FIG. 4), the first stock stock 511 is a reverse leading stock, and the second stock stock. 512a becomes a trailing event.

In addition, when the time axis is shifted by '3 days' with respect to the second stock item 512b which is upside down, the two stock items 511 and 512a have a time difference of '3 days'.

Although not shown in FIG. 5, when the server 100 has a high movement pattern matching relationship without shifting the time axis for the stock price of one stock item and the other upside down stock item, The two stocks may be considered to be of the type of retrograde relationship.

That is, the retrograde relationship type may correspond to the reverse line / reverse trailing relationship type having a time difference of '0 days'.

6 is an example of an information providing screen through analysis in the user terminal 200 illustrated in FIG. 1.

Referring to FIG. 6, it can be seen that the information providing screen through the analysis is displayed when the two stock items 611 and 612 forming the stock item pair are compared with each other and arranged according to the rank 630 between the stock item pairs. .

The stock item pair is composed of two stock items 611 and 612 which are determined to have similarities in the movement pattern, and the stock item pairs are configured differently according to the sorting condition 620, and the rank 630 between the corresponding stock item pairs is It may be determined otherwise.

For example, the alignment condition 620 may include a type of a movement pattern (eg, a chart type in FIG. 6), a prediction segment, and an analysis period.

Here, the type of the movement pattern may include four types of line / trailing, reverse / reverse trailing, accompanied and backward.

Predictive classifications can be divided into upward and downward forecasts. The upside forecast may relate to stocks of the second stocks 612 that are expected to rise in the future, and the downtrend may relate to stocks of second stocks 612 that are expected to decline in the future. have.

The analysis period may include a predetermined period such as 1 day, 1 week, 1 month, 3 months, 6 months, 1 year, and year-to-date (ytd), and the scope of the present invention is limited thereto. no.

The ranking 630 between the stock item pairs may be determined based on the cumulative return (of a particular period).

The server 100 may provide only the partial information on the second stock item 612 to the user terminal 200, so that the remaining information other than the corresponding partial information may be displayed in a hidden state in the user terminal 200.

Here, in the case of a stock item pair having a low rank 630, the server 100 provides the user terminal 200 with the overall information on the second stock item 612, so that the stock having a lower rank in the user terminal 200. The pair of stocks may cause the entire information for both stock stocks 611 and 612 to be displayed without obscuring.

When the user requests the entire information of the second stock item 612 through an action such as selecting a hidden portion of the second stock item 612 or selecting a 'view detail' button, the server 100 and The user terminal 200 may make a payment for an amount corresponding to the entire information of the second stock item 612.

When the user completes the payment for the amount, the server 100 provides the user terminal 200 with the entire information on the second stock item 612 that has been paid, and the second stock that has been paid by the user terminal 200. As the hidden state of the event 612 is released, the entire information may be displayed.

When the user selects a condition different from the current sort condition among the sort conditions 620, the server 100 newly configures a stock item pair based on the condition, and newly calculates a rank 630 between the corresponding stock item pairs. By providing the information to the user terminal 200, the information displayed on the user terminal 200 can be updated.

When the user selects a specific stock item pair 640, the server 100 provides the user terminal 200 with a stock price of the first stock item 611 and a normalized stock price of the second stock item 612. The comparison graph 650 may be displayed on the user terminal 200.

One embodiment of the present invention can also be implemented in the form of a recording medium containing instructions executable by a computer, such as a program module executed by the computer. Computer readable recording media can be any available media that can be accessed by a computer and includes both volatile and nonvolatile media, removable and non-removable media. In addition, the computer readable recording medium may include a computer storage medium. Computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data.

Although the methods and systems of the present invention have been described in connection with specific embodiments, some or all of their components or operations may be implemented using a computer system having a general purpose hardware architecture.

The foregoing description of the present invention is intended for illustration, and it will be understood by those skilled in the art that the present invention may be easily modified in other specific forms without changing the technical spirit or essential features of the present invention. will be. Therefore, it should be understood that the embodiments described above are exemplary in all respects and not restrictive. For example, each component described as a single type may be implemented in a distributed manner, and similarly, components described as distributed may be implemented in a combined form.

The scope of the present invention is shown by the following claims rather than the above description, and all changes or modifications derived from the meaning and scope of the claims and their equivalents should be construed as being included in the scope of the present invention. do.

1: Information provision system through stock price movement pattern analysis
100: server 110: communication module
120: memory 130: processor
140: database 200: user terminal
300: network

Claims (11)

In the information providing method by analyzing the movement pattern between stock prices, performed by the server,
(a) providing first user information including full information on a first stock item and partial information on a second stock item among two stock items forming a stock item pair to a user terminal, wherein the first stock item and Providing a second stock item for comparison with each other;
(b) receiving a request for full information on the second stock item from the user terminal; And
(c) providing second stock information to the user terminal based on the entire information request, the second stock information including remaining partial information about a second stock item not provided in the step (a);
Including,
The stock item pair is composed of two stock items that are determined to have similarities in the movement pattern, and is derived based on the normalization of the stock price and the change in the stock price time axis.
The type of movement pattern is
Providing information through stock price movement pattern analysis, including a relationship type that has similarity on the same time axis, or a line / following relationship type that has similarity on a time axis where time differences exist between stock items. Way. The method of claim 1,
The similarity is
A negative sign is attached to the stock price or daily return of any of the stock items, or a negative relationship to the stock price or daily return of any of the stock types, which is a case of the companion relationship type. In the case that the case corresponding to the line / trailing relationship type, further comprising a reverse line / backward trailing relationship type, the information providing method through the stock price movement pattern analysis. The method of claim 1,
Step (a) is
Provide the first stock information for a plurality of stock item pairs, paired based on the same movement pattern type,
By further providing ranking information for the stock item pairs,
The stock terminal pairs are arranged and displayed based on the ranking information in the user terminal. The method of claim 3, wherein
The ranking information
Determined based on the cumulative return of the first stock item of each stock pair,
Ascending or descending order is determined differently according to the type of the movement pattern, information providing method through the movement pattern analysis between stock prices. The method of claim 3, wherein
Step (a) is
When the ranking of any one of the stock item pairs of the stock item pair is lower than a predetermined reference rank, to provide the user terminal with the overall information about the second stock item of the one stock item pair, the stock price Method of providing information through analysis of liver movement pattern. The method of claim 5,
The method for providing information through the movement pattern analysis between stock prices, so that the user information is displayed in the user terminal, the total information of the first stock item and the second stock item for the stock item pairs lower than the reference ranking. The method of claim 1,
After step (b),
Making a payment for an amount corresponding to the entire information on the second stock item; More,
Step (c) is
When the payment is completed to provide the second stock information, information providing method through the movement pattern analysis between stock prices. The method of claim 1,
The partial information is
Instead of the stock price of the second stock item, a stock price of the second stock item is normalized to correspond to the stock price of the first stock item,
The user terminal to display the stock price of the first stock item and the normalized stock price of the second stock item in a comparison graph, the information providing method by analyzing the movement pattern between stock prices. In the information providing method by analyzing the movement pattern between stock prices, performed by the server,
(a) receiving a request for information on a first stock item from a user terminal;
(b) searching for a second stock item that is determined to have a similarity between the first stock item and a movement pattern; And
(c) providing stock information including user's total information on the first stock item and partial information on the second stock item to the user terminal;
Including,
The stock item pair is composed of two stock items that are determined to have similarities in the movement pattern, and is derived based on the normalization of the stock price and the change in the stock price time axis.
The type of movement pattern is
Providing information through stock price movement pattern analysis, including a relationship type that has similarity on the same time axis, or a line / following relationship type that has similarity on a time axis where time differences exist between stock items. Way. In the information providing apparatus by analyzing the movement pattern between stock prices,
A memory in which a program for executing the method of providing information by analyzing the movement pattern between stock prices is recorded; And
A processor for executing the program; Including;
The processor, by executing the program,
Providing first stock information including full information on a first stock item and partial information on a second stock item among two stock items that make up a stock item pair to a user terminal, wherein the first stock information includes: Provide second stocks to be displayed against each other,
Receive a request for the full information on the second stock item from the user terminal,
Providing second stock information including remaining partial information not provided among the entire information on the second stock item to the user terminal based on the entire information request;
The stock item pair is composed of two stock items that are determined to have similarities in the movement pattern, and is derived based on the normalization of the stock price and the change in the stock price time axis.
The type of movement pattern is
Providing information through stock price movement pattern analysis, including a relationship type that has similarity on the same time axis, or a line / following relationship type that has similarity on a time axis where time differences exist between stock items. Device. A computer-readable recording medium having recorded thereon a program for performing the method of providing information by analyzing the movement pattern between stocks according to claim 1.

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