KR102104783B1 - Apparatus and method for providing information through analysis of movement patterns between stock prices - Google Patents

Abstract

A method of providing information through a movement pattern analysis between stock prices performed by a server according to an embodiment of the present invention includes: (a) Overall information on a first stock item among two stock items forming a stock item pair on a user terminal. And providing first stock information including partial information about the second stock stock; (b) receiving an entire information request for the second stock item from the user terminal; And (c) providing second stock information including the entire information on the second stock item to the user terminal based on the entire information request, wherein the first stock item and the second stock item are included in the user terminal. While comparing and displaying each other, when only partial information is received for the second stock item, the second stock item is displayed in a state in which the rest of the information excluding the partial information is displayed, but the pair of stock items is determined to have similarity of motion patterns. Can consist of two stock stocks.

Description

Device and method for providing information through analysis of movement patterns between stock prices {APPARATUS AND METHOD FOR PROVIDING INFORMATION THROUGH ANALYSIS OF MOVEMENT PATTERNS BETWEEN STOCK PRICES}

The present invention relates to an apparatus and method for providing information through analysis of movement patterns between stock prices.

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

With the development of information communication, it has become possible to process vast data using computers. For example, if there is a time difference between the items having similar characteristics and patterns of motion and patterns between movements through a computer, only time difference information may be selected and provided.

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

An object of the present invention is to provide information that makes it possible to easily check the similarity between two stock items by displaying the stock price graphs of two stock items selected through analysis of movement patterns between stock prices.

A method of providing information through a movement pattern analysis between stock prices performed by a server according to an embodiment of the present invention for achieving the above technical problem is: (a) Two stock stocks forming a stock stock pair on a user terminal Providing first stock information including the entire information on the first stock item and the partial information on the second stock item; (b) receiving an entire information request for the second stock item from the user terminal; And (c) providing second stock information including the entire information on the second stock item to the user terminal based on the entire information request, wherein the first stock item and the second stock item are included in the user terminal. While comparing and displaying each other, when only partial information is received for the second stock item, the second stock item is displayed in a state in which the rest of the information excluding the partial information is displayed, but the pair of stock items is determined to have similarity of motion patterns. Can consist of two stock stocks.

In addition, a method for providing information through a movement pattern analysis between stock prices, performed by a server according to another embodiment of the present invention, includes: (a) receiving an information request for a first stock item from a user terminal; (b) searching for a second stock item judged to have similarity to the first stock item and a movement pattern; And (c) providing stock information including all information on the first stock item and partial information on the second stock item to the user terminal, wherein the user terminal comprises the first stock item. While the stock price graph and the stock price graph of the second stock item are displayed in an overlapping manner, the remaining information other than the partial information on the second stock item may be displayed in a hidden state.

In addition, the information providing apparatus through the movement pattern analysis between stock prices according to another embodiment of the present invention includes a memory in which a program for performing an information providing method through movement pattern analysis between stock prices is recorded; And a processor for executing the program, wherein the processor includes, by execution of the program, the entire information on the first stock item and the portion on the second stock item among the two stock items that form a stock item pair on the user terminal. A second providing first stock information including information, receiving a full information request for a second stock item from the user terminal, and including the entire information for a second stock item to the user terminal based on the entire information request If stock information is provided, but the first stock item and the second stock item are compared and displayed on the user terminal, and only partial information is received for the second stock item, the second stock item is hidden except the partial information. It is displayed as a state, and a pair of stocks may consist of two stocks that are determined to have similarity of movement patterns.

According to an apparatus and method for providing information through movement pattern analysis between stock prices according to an embodiment of the present invention, by displaying the stock price graphs of two stock items selected through movement pattern analysis between stock prices, a movement pattern between two stock items It is possible to easily check the similarity of.

In addition, according to an information providing apparatus and a method of providing an analysis through a movement pattern analysis between stock prices according to an embodiment of the present invention, different stock stocks are matched based on various movement pattern types and displayed through a stock price graph, thereby It is possible to easily check the similarity of various movement patterns between them.

In addition, according to an information providing apparatus and a method of providing an analysis through movement pattern analysis between stock prices according to an embodiment of the present invention, it is possible to pre-check other stock items having a high similar pattern relationship before purchase, even for purchase-only information. It is possible to improve purchase satisfaction for dedicated information.

In addition, according to an information providing apparatus and a method of providing an analysis through movement pattern analysis between stock prices according to an embodiment of the present invention, by setting purchase-only information only for information corresponding to a high ranking, a premium is provided for purchase-only information, It is possible to improve purchase satisfaction for purchase-only information.

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

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art to which the present invention pertains may easily practice. However, the present invention can be implemented in many different forms and is not limited to the embodiments described herein. In addition, in order to clearly describe the present invention in the drawings, parts irrelevant to the description are omitted, and like reference numerals are assigned to similar 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. . Also, when a part is said to "include" a certain component, it means that the component may further include other components, not exclude other components, unless specifically stated otherwise. However, it should be understood that the existence or addition possibilities of numbers, steps, actions, components, parts or combinations thereof are not excluded in advance.

Throughout the specification, the server 100 may refer to a device for providing information through movement pattern analysis between stock prices.

The following examples are detailed descriptions to aid the understanding of the present invention, and do not limit the scope of the present invention. Therefore, the same scope of the invention performing the same function as the present invention will also belong to the scope of the present invention.

1 is a view showing the configuration of the information providing system 1 through the movement pattern analysis between stock prices according to an embodiment of the present invention.

Referring to FIG. 1, an information providing system 1 through analysis of movement patterns between stock prices according to an embodiment of the present invention includes a server 100 and a user terminal 200. In addition, it includes a communication network 300 that interconnects the server 100 and a 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 stock information and stock analysis information received from the server 100. It is characterized by being displayed on.

Here, the stock information may include the stock stock name, identification code, stock price, and cumulative return for each of the stock stocks.

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

In addition, the stock analysis information compares data between a plurality of stock stocks, selects stock stocks having similarities among movement patterns, and processes information such as data processed to facilitate a user's visual comparison of data on the stock stocks. It can contain.

Here, the server 100 may provide the user terminal 200 with processed stock information so that some information about some stock items is excluded, and there is a request for full information on the corresponding stock item from the user terminal 200. In some cases, it is possible to provide full information about the stocks.

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

As an optional embodiment, some information excluded from a specific stock item may further include a stock price. In this case, instead of excluding the stock price from the stock, the stock price processed according to a predetermined rule may be used.

Here, the predetermined rule may be to scale the stock price of a specific stock item or to normalize using the average and standard deviation of the stock price. The stock items with similar patterns can be clearly confirmed through quantitative verification, but it may be difficult for the user to visually check the similarity by displaying the stock prices of the stock items. Therefore, through the above normalization, it is possible for the user to visually easily check stock items having similarity between patterns. As an optional embodiment, a cumulative rate of return graph may be used so that the 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 the application distribution server and installed in the user terminal 200.

The plurality of user terminals 200 refers to a communication terminal capable of using a terminal application in a wired / wireless communication environment. Here, the user terminal 200 may be a user's portable terminal. In FIG. 1, although the user terminal 200 is illustrated as a smart phone, which is a type of portable terminal, the spirit of the present invention is not limited thereto, and as described above, there is no restriction on a terminal capable of mounting a terminal application. Can be borrowed.

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

Meanwhile, the communication network 300 serves to connect the server 100 and the user terminals 200. That is, the communication network 300 refers to a communication network that provides a connection path so that the user terminals 200 can transmit and receive data after accessing the server 100. The communication network 300 includes, for example, wired networks such as Local Area Networks (LANs), Wide Area Networks (WANs), Metropolitan Area Networks (MANs), and Integrated Service Digital Networks (ISDNs), wireless LANs, CDMA, Bluetooth, satellite communication, etc. It may cover a wireless network, but the scope of the present invention is not limited thereto.

2 is a view showing the configuration of the 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. Furthermore, the communication module 110 may serve to receive a data request from the user terminal 200 and transmit data in 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.

In the memory 120, a program for performing an information providing method through movement pattern analysis between stock prices is recorded. In addition, it performs a function of temporarily or permanently storing data processed by the processor 130. 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 controls the entire process of providing stock information as a kind of central processing unit. 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, a 'processor' may mean a data processing device embedded in hardware having physically structured circuits, for example, to perform functions represented by codes or instructions included in a program. As an example of such a data processing device embedded in hardware, a microprocessor, a central processing unit (CPU), a processor core, a multiprocessor, and an application-specific integrated ASIC circuit, a field programmable gate array (FPGA), or the like, 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 a stock price, a daily yield, and a cumulative return.

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

3 is an operation flowchart showing a method of providing information through analysis of movement patterns between stock prices 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 a method of providing information through movement pattern analysis between stock prices can be performed.

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

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

Here, the type of the movement pattern is a companion relationship type that has a high degree of pattern matching on the same time axis, a line / trade relationship type that has a high degree of pattern matching on the time axis in which a time difference between stock items exists, among stock items A retrograde relationship type that corresponds to a companion relationship type when a negative sign is attached to either a stock price or a daily return rate, or a leading or trailing line when a negative sign is applied to a stock price or a daily rate of return in one of the stocks. It may be any of the reverse / reverse relationship types that correspond to the relationship type.

Through this, the server 100 allows the user terminal 200 to compare and display the first stock item and the second stock item with each other, and when only the partial information is received for the second stock item, the second stock item displays the partial information. The rest of the 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 for the information.

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

As an optional embodiment, 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 addition, in step S310, the server 100 provides the user terminal 200 with stock information (total information or partial information) for a plurality of pairs of stock items based on the same type of movement pattern. You can.

In this case, the server 100 may further provide ranking information for pairs of stock items to the user terminal 200.

Here, the ranking information may be determined based on a cumulative rate of return during a specific period of the first stock item of each pair of stock items. 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 differently determined according to the type of the movement pattern.

For example, when the type of the motion pattern is a line / recession relationship, the ranking is determined in descending order (the order in which the cumulative yield is high) based on the cumulative return of a specific period (a period corresponding to a time difference), and the type of the motion pattern is a reverse / reverse In the case of a relationship, the ranking may be determined in ascending order (the order in which the cumulative returns are low) based on the cumulative returns of a specific period (a period corresponding to a time difference).

Through this, the server 100 may cause the stock terminal pairs to be sorted and displayed based on ranking information in the user terminal 200.

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

Through this, the server 100 may allow the user terminal 200 to display the entire information of the first stock and the second stock for pairs of stocks whose ranking is lower than the reference ranking.

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

Next, the server 100 receives the entire 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 performing payment for an 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 pre-configure and display a pair of stock stocks, but when receiving a request for information about one stock stock from a user terminal, other stocks having similarity between the stock stock and the movement pattern You can also search for events and display them together.

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

For example, when a user requests information about a first stock item, after searching for a second stock item having a pre / post relationship with the first stock item, displaying a stock price graph for the first stock item, and displaying the second stock item. It is possible to display the stock price graphs of stock stocks. In this case, the item name of the second stock is displayed in an excluded state, and when the user pays the amount, the item name may be displayed.

4 is a view showing a pattern similarity between items according to an embodiment of the present invention.

Particularly, this is a diagram showing the rate of return for each item during a period corresponding to a time difference and a time difference between the pair and the items having similar pattern relationship between items according to an embodiment of the present invention.

Referring to FIG. 4, each of the 8 stock item pairs shown through FIGS. 4 (a) to 4 (h) has a similar shape to a stock price graph of two stock items forming a stock item pair, and any one stock item. You can see that it is ahead of other stocks in time.

Looking at the example of FIG. 4 (a), it can be seen that the stock price graph and the graph legend 420 of the two stock items 411 and 412 on the same time axis are included.

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

The server 100 according to the present invention has two stock stocks 411 and 412 depending on whether the stock price according to time has a high pattern similarity between the two stock stocks 411 and 412 on the time axis where the time difference exists. It is possible to determine whether it corresponds to the type of the pre / post relationship.

For example, when the server 100 shifts the time axis with respect to the second stock item 412, the stock price of the first stock item 411 and the second stock item 412 have a high movement pattern matching relationship , It can be determined that the two stocks 411 and 412 correspond to the type of the pre / post relationship.

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

In addition, if the time axis is shifted by '3 days' for 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 stock items, it is determined that the two stock items correspond to a companion relationship type can do.

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

5 is a diagram showing 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 of a reverse / reverse trailing relationship type according to the present invention.

Referring to FIG. 5, each of the pair of stock stocks shown through FIGS. 5 (a) and 5 (b) has a stock price graph of one of the two stock stocks forming a stock stock pair and a stock price graph of the other. It can be seen that the shapes of upside down are similar to each other, and one stock is temporally ahead of the other stocks.

Looking at the example of FIG. 5 (a), it can be seen that the stock price graph of the two stock items 511 and 512a on the same time axis and the second stock item 512b inverted upside down is included.

The server 100 according to the present invention determines whether the upside-down inverted value of the stock price according to one of the two stocks and the stock price according to the other time has a similarity of the movement pattern on the time axis where the time difference exists. In accordance with this, it is possible to determine whether the two stocks are in the reverse / reverse relationship type.

For example, when the time axis is shifted with respect to the second stock item 512b that is inverted up and down, the server 100 moves the stock price of the first stock item 511 and the second stock item 512b that is inverted up and down high. If there is a coincidence relationship, it can be determined that the two stocks 511 and 512a correspond to the reverse / reverse relationship type.

Here, if the time axis is shifted such that the upside-down inverted second stock item 512b moves forward in time (for example, to the left in FIG. 4), the first stock item 511 is the reverse leading item, the second stock item (512a) becomes a backward trailing event.

In addition, when the time axis is shifted by '3 days' for the second stock item 512b inverted up and 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 a stock price of one stock item and a stock item inverted upside down, It can be judged that these two stocks fall under the retrograde relationship type.

That is, the retrograde relationship type may correspond to a retrograde / reverse retrograde 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 shown in FIG. 1.

Referring to FIG. 6, it can be seen that the information providing screen through the analysis is displayed by being sorted according to the ranking 630 between the pair of stock items, while the two stock items 611 and 612 constituting the pair of stock items are compared and displayed with each other. .

The stock stock pair consists of two stock stocks 611 and 612 which are determined to have similarity of movement patterns, and the stock stock pair is configured differently according to the sorting condition 620, and the ranking 630 between the stock stock pairs is It can be judged differently.

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

Here, the type of the movement pattern may include four types: line / trailing, inverse / reverse trailing, and accompany and retrograde.

The prediction division can be divided into an upward prediction and a downward prediction. The uptrend forecast may be related to a stock item in which the stock price is predicted to rise in the second stock item 612, and the downlink forecast may be related to a stock item in which the stock price is predicted to fall 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 pairs of stock stocks may be determined based on cumulative returns (for a specific 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 except for the partial information is displayed in the user terminal 200 in a hidden state.

Here, in the case of a pair of stocks with a low rank 630, the server 100 provides the user terminal 200 with full information about the second stock item 612, so that the stock with a low rank in the user terminal 200 The pair of stocks can allow the entire information for both stock stocks 611 and 612 to be displayed unobstructed.

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

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

When the user selects a condition different from the current sort condition among the sort conditions 620, the server 100 newly constructs a pair of stock items based on the condition and newly calculates a rank 630 between the pair of stock items. By providing it to the user terminal 200, 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 the stock price of the first stock item 611 and the 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 invention may also be implemented in the form of a recording medium comprising instructions executable by a computer, such as program modules, being executed by a 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, computer-readable recording media may include computer storage media. 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 above description of the present invention is for illustration only, and those skilled in the art to which the present invention pertains can understand that the present invention can be easily modified into 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 illustrative 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 indicated by the following claims rather than the above detailed description, and it should be interpreted that all changes or modified forms derived from the meaning and scope of the claims and equivalent concepts thereof are included in the scope of the present invention. do.

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

Claims (12)

In the method of providing information through the movement pattern analysis between stock prices performed by the server,
(a) Of the two stocks that make up a pair of stocks to the user terminal, the first stock information including the entire information on the first stock item and the partial information on the second stock item is provided, based on the same movement pattern. Pairs, providing the first stock information for a plurality of stock stock pairs, and further providing rank information for the stock stock pairs, display the stock stock pairs sorted based on the rank information at the user terminal If it is possible, and if the rank of any one of the stock stock pairs is lower than a preset reference rank, the user terminal is further provided with full information about the second stock stock of the one stock stock pair, Displaying, in the user terminal, overall information of a first stock item and a second stock item for pairs of stock items whose rank is lower than the reference rank;
(b) receiving an entire information request for the second stock item from the user terminal; And
(c) providing second stock information including all the information on the second stock item to the user terminal based on the entire information request;
Including,
When the first stock item and the second stock item are compared and displayed with each other at the user terminal, when only the partial information is received for the second stock item, the second stock item is covered with the rest of the information except the partial information. To be displayed as a state,
The pair of stocks is a companion relationship type that has similarity on the same time axis, a pre / post relationship type that has similarity on the time axis where a time difference between stocks exists, a stock price of any one of the stocks, or In case of negative sign in daily yield, it corresponds to the preceding / following relationship type in case of negative sign in the stock price or daily return of any of the stocks and stocks, which is the case of the accompanying relationship type. It consists of two stocks that are judged to have a movement pattern that is one of the types of inverse / reverse trailing relationship
The ranking information,
Determined on the basis of the cumulative return of the first stock of each pair of stock stocks, if the movement pattern is of the line / trailing relationship type, the ranking is determined in descending order, and the motion pattern is the reverse / reverse trailing relationship In the case of a type, the ranking is determined in ascending order,
The partial information,
Instead of the stock price of the second stock stock, the stock price of the second stock stock includes a stock price normalized to correspond to the stock price of the first stock stock,
The user terminal is to display the normalized stock price of the first stock item and the normalized stock price of the second stock in a comparison graph,
The normalization is
Is performed by scaling the stock price of each of the stock stock pairs of the first stock and the second stock stock (scaling) or using the average and standard deviation of the stock price,
Method of providing information through analysis of movement patterns between stock prices. delete delete delete delete delete delete According to claim 1,
After step (b),
Further comprising the step of making a payment for the amount of money corresponding to the entire information about the second stock item;
Step (c) is
When the payment is completed, providing the second stock information, information providing method through the movement pattern analysis between stock prices. delete In the method of providing information through the movement pattern analysis between stock prices performed by the server,
(a) receiving a request for information on a first stock item from a user terminal, providing the first stock information for a plurality of stock item pairs paired based on the same movement pattern, and for the stock item pairs In order to further provide ranking information, the user terminal is arranged to display stock pair pairs on the basis of the ranking information, and if the rank of any one of the stock pair pairs is lower than a preset reference rank, the The user terminal further provides overall information on the second stock item of the pair of any one of the stocks, and for the pair of stocks whose rank is lower than the reference rank in the user terminal, of the first stock item and the second stock item. Displaying the entire information;
(b) searching for a second stock item judged to have the same movement pattern as the first stock item; And
(c) providing stock information including all information on the first stock item and partial information on the second stock item to a user terminal;
Including,
In the user terminal, the stock price graph of the first stock item and the stock price graph of the second stock item are displayed in an overlapped manner, and the remaining information except the partial information for the second stock item is displayed in a hidden state. ,
The pair of stocks is a companion relationship type that has similarity on the same time axis, a pre / post relationship type that has similarity on the time axis where a time difference between stocks exists, a stock price of any one of the stocks, or In case of negative sign in daily yield, it corresponds to the preceding / following relationship type in case of negative sign in the stock price or daily return of any of the stocks and stocks, which is the case of the accompanying relationship type. It consists of two stocks that are judged to have a movement pattern that is one of the types of inverse / reverse trailing relationship
The ranking information,
Determined on the basis of the cumulative return of the first stock of each pair of stock stocks, if the movement pattern is of the line / trailing relationship type, the ranking is determined in descending order, and the motion pattern is the reverse / reverse trailing relationship In the case of a type, the ranking is determined in ascending order,
The partial information,
Instead of the stock price of the second stock stock, the stock price of the second stock stock includes a stock price normalized to correspond to the stock price of the first stock stock,
The user terminal is to display the normalized stock price of the first stock item and the normalized stock price of the second stock in a comparison graph,
The normalization is
Is performed by scaling the stock price of each of the stock stock pairs of the first stock and the second stock stock (scaling) or using the average and standard deviation of the stock price,
Method of providing information through analysis of movement patterns between stock prices. In the information providing device through the movement pattern analysis between stock prices,
A memory in which a program for performing a method of providing information through analysis of movement patterns between stock prices is recorded; And
It includes; a processor for executing the program;
The processor, by the execution of the program,
To the user terminal, the first stock information including the entire information on the first stock item and the partial information on the second stock item among the two stock items that form a pair of stock items is provided.
Stocks based on the ranking information in the user terminal by providing the first stock information for a plurality of stock stock pairs consisting of pairs based on the same movement pattern and further providing rank information for the stock stock pairs If the stock pairs are sorted and displayed, and if the rank of any one of the stock stock pairs is lower than a preset reference rank, the user terminal displays the total of the second stock stock of the one stock stock pair. Provide more information, and to display the entire information of the first stock and the second stock items for the stock item pairs whose rank is lower than the reference rank in the user terminal,
Receiving the entire information request for the second stock item from the user terminal,
On the basis of the request for the entire information, provide the user terminal with second stock information including all the information on the second stock item,
When the first stock item and the second stock item are compared and displayed with each other at the user terminal, when only the partial information is received for the second stock item, the second stock item is covered with the rest of the information except the partial information. State,
The pair of stocks is a companion relationship type that has similarity on the same time axis, a pre / post relationship type that has similarity on the time axis where a time difference between stocks exists, a stock price of any one of the stocks, or In case of negative sign in daily yield, it corresponds to the preceding / following relationship type in case of negative sign in the stock price or daily return of any of the stocks and stocks, which is the case of the accompanying relationship type. It consists of two stocks that are judged to have a movement pattern that is one of the types of inverse / reverse trailing relationship
The ranking information,
It is determined based on the cumulative return of each first stock item of the stock item pairs, and if the motion pattern is the type of the line / following relationship, the ranking is determined in descending order, and the motion pattern is the reverse / reverse trailing relationship In the case of a type, the ranking is determined in ascending order,
The partial information,
Instead of the stock price of the second stock stock, the stock price of the second stock stock includes a stock price normalized to correspond to the stock price of the first stock stock,
The user terminal is to display the normalized stock price of the first stock item and the normalized stock price of the second stock in a comparison graph,
The normalization is
Is performed by scaling the stock price of the first stock and the second stock of each of the pair of stocks (scaling) or using the average and standard deviation of the stock price,
Information provision device through analysis of movement patterns between stock prices. A computer-readable recording medium in which a program for performing a method of providing information through analysis of movement patterns between stock prices according to claim 1 is recorded.

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