TWI780899B - Device and method of displaying coefficient of determination of stock price changing of chip analysis - Google Patents

Abstract

This disclosure is related to a device and method of displaying correlation factors of stock price changing of chip analysis. The method is: a server downloads a plural data of stock chips from a stock-exchange-server or a database, the server analyzes the plural data of stock chips based on a coefficient-determination-model, the server produces a computer-analyzed coefficient-determination-information for each stock, a device downloads the computer-analyzed coefficient-determination-information and displays it on a screen. Users can tell what factors affecting the stock price changing by the information.

Description

Apparatus and method for displaying correlative factors of chip face stock price changes

The present invention relates to a technology for observing and analyzing stock price linkage factors, in particular to a device and method for displaying the correlation factors of chip face stock price fluctuations.

Each stock has many different factors that will affect its rise and fall. In terms of chips only, some stocks are more affected by foreign chips, and some stocks are more affected by the main force. , investment credit, self-employed traders, main force...etc.) intervene in stocks, causing stock prices to have different ups and downs. However, the changes in the chip surface of stocks are sometimes extremely fast and sometimes extremely small, which is difficult for investors to observe and detect.

At present, the chip information presented by stock quotation software or stock trading software does not inform its correlation factors, nor does it inform the rate of change of each correlation factor. For example: the prior art, the Republic of China patent announcement number I688915, discloses a "device and method for multi-faceted analysis of self-selected stock integration", the method includes: establishing a connection with a server; downloading a corresponding financial stock according to a list of self-selected stocks One of the quotation information of the commodity; generate an optional quotation view to display on a screen, the optional quotation view includes a first information block, a second information block and a third information block, the first information block is used for Display part of the quotation information of the financial product; download corresponding technical analysis information according to a technical cycle of the financial product and display it in the second information block; and download according to a chip range of the financial product The analysis information corresponding to one chip side is displayed in the third information block. The chip information of a stock displayed by the prior art can only tell the user whether the chip analysis information corresponding to a certain chip area is long or short, as shown in Figure 2 of the manual, and cannot let the user understand the impact on a certain stock. Who are the more important chip holders (such as foreign capital, credit investment, self-employed traders, main force, financing, securities lending, large households, directors and supervisors... etc.).

Since the chip information of the previous technology only provides long and short directions, and does not subdivide who the important shareholders (chip holders) are, it is difficult for users (investors) to judge the ups and downs of the current stock price, let alone know What is the proportion of each important shareholder affecting the stock price change, and it is impossible to know which stocks are highly correlated with it, which means that the previous technology cannot meet the needs of users. Therefore, it is really necessary to improve the method of the previous technology, and propose a technology that shows the correlation factors of the price change of the chip face and stock price with the resources of the cooperative operation of hardware and software. And what is its coefficient of determination with stock price changes (that is, the explanatory power that affects stock price changes), and it provides highly linked stock analysis information to make up for the shortcomings of previous technologies.

In view of this, the present invention proposes a device, method, computer program product, and computer-readable recording medium for displaying the correlation factors of chip face stock price changes. After the user selects a specific stock, the correlation analysis of the chip face of the stock can be obtained. Information to understand the changes in the chips, including: foreign capital, credit investment, self-employed traders, financing, securities lending, point-based main force, securities selling, securities lending, large investors, retail investors, directors and supervisors... and other important shareholders and stock price changes Relevant analysis information to achieve the special technical effect of "displaying the correlation analysis information of chip face stock price changes" for stock selection.

The present invention proposes a device for displaying correlation factors of chip face and stock price changes, the device includes: a communication module, used to establish an Internet network connection; a correlation information view module, used to connect with a server and Downloading chip-side correlation information of a financial commodity, and generating a correlation information view based on the chip-side correlation information, the chip-side correlation information includes a plurality of important shareholders and corresponding plurality of determination coefficients, The correlation information view module selects at least three of the important shareholders with higher determination coefficients among the important shareholders and the corresponding determination coefficients, and then displays at least three of the important shareholders in the form of data These determination coefficients are presented in the correlation information view corresponding to the positions of the important shareholders to be displayed on the screen; a memory is used to store an application program and the chip surface correlation information, the application program Including the associated information view module; a screen for displaying the graphical user interface of the application program; one or more processors connected to the memory and the screen and executing the application program; and, wherein the The application program receives a financial product selection command to upload the corresponding financial product to the server and download the corresponding chip-side correlation information. These important shareholders are related to a stock price change rate of the financial product, The larger the value of the coefficient of determination corresponding to the important shareholder, the higher the correlation with the rate of change of the stock price.

The present invention goes a step further. In some embodiments, the information on the correlation of the chip surface further includes: analysis information of a plurality of linked stocks that are highly linked with the financial product. The linked stock analysis information includes a linked stock and a corresponding Correlation coefficient, which is used to represent the linkage relationship between the linkage stock and the financial product.

The present invention goes a step further. In some embodiments, the correlation information view further includes: analysis information of the linked stocks with a high degree of linkage.

The present invention goes further. In some embodiments, the financial product and the linkage stock are traded in the same trading market.

The present invention goes further. In some embodiments, the correlation information view module further includes: receiving a linkage stock selection command to generate the correlation information view corresponding to a selected linkage stock on the screen to display the corresponding Correlation information of the chip side that should be selected for the linkage stock.

The present invention goes a step further. In some embodiments, these important shareholders are selected from: foreign capital, credit investment, self-operated traders, financing, securities lending, point-based main force, securities selling, securities lending, large households (thousands), retail investors and Dong Jian.

The present invention goes further. In some embodiments, the correlation information view module further includes: the application program receives an important stockholder selection instruction to generate a detailed information view of a chip surface corresponding to a selected important stockholder. .

The present invention also proposes a method for displaying the correlation factors of chip par and stock price changes, which is applied to a device and a server. The device includes a communication module, a memory, and a screen. The method includes: The host computer or a database downloads chip-side data of a financial product; the server generates chip-side correlation information based on the chip-side data and a determination coefficient analysis rule, and the chip-side correlation information includes a plurality of important holdings or a plurality of corresponding determination coefficients; the device receives a financial product selection instruction corresponding to the financial product; the device uploads the financial product to the server; the device downloads the chip surface corresponding to the financial product from the server Correlation information; the device generates a correlation information view according to the chip surface correlation information; and, the correlation information view displays the important shareholders corresponding to the financial product and the corresponding determination coefficients, the An important shareholder is related to the rate of change in the stock price of the financial product, and the larger the value of the coefficient of determination corresponding to the important shareholder, the higher the correlation between it and the rate of change in the stock price; Select at least three of these important shareholders with higher determination coefficients from these important shareholders and the corresponding determination coefficients, and then display at least three of these determination coefficients in the form of data for the corresponding important The position of the shareholder is presented in the relational information view for display on the screen.

The present invention goes a step further. In some embodiments, the determination coefficient analysis rule is to push these important shareholders to the same baseline to obtain the same calculation basis, and compare the pros and cons with the determination coefficient. When the value of the determination coefficient The higher the value, the higher the explanatory power of the increase or decrease in chips affecting the stock price changes of the financial product.

The present invention goes a step further. In some embodiments, the information on the correlation of the chip surface further includes: analysis information of a plurality of linked stocks that are highly linked with the financial product. The linked stock analysis information includes a linked stock and a corresponding Correlation coefficient, which is used to represent the linkage relationship between the linkage stock and the financial product.

The present invention goes a step further. In some embodiments, the correlation information view further includes: analysis information of the linked stocks with a high degree of linkage.

The present invention goes further. In some embodiments, the financial product and the linkage stock are traded in the same trading market.

The present invention goes further. In some embodiments, the method further includes: the device receives a linked stock selection instruction corresponding to a selected linked stock; the device uploads the selected linked stock to the server; the device automatically The server downloads the correlation information of the chip side corresponding to the linked stock that should be selected; the device generates the correlation information view according to the correlation information of the chip side; and, the correlation information view displays the correlation information corresponding to the selected linked stock These important shareholders and the corresponding coefficients of determination.

The present invention goes a step further. In some embodiments, these important shareholders are selected from: foreign capital, credit investment, self-operated traders, financing, securities lending, point-based main force, securities selling, securities lending, large households (thousands), retail investors and Dong Jian.

The present invention further, in some embodiments, further includes: the device receives an important shareholder selection instruction corresponding to a selected important shareholder; the device uploads the selected important shareholder to the server ; the device downloads from the server the detailed information on one of the chips corresponding to the selected important shareholder; and the device generates a detailed information view on the chip according to the detailed information on the chip on the screen.

The present invention also proposes a computer program product installed in a device having a processor, a memory and a screen, the computer program product is stored in the memory and can run on the processor, and the processor executes the computer The program product is the step of realizing the above-mentioned method for displaying the correlation factors of the chip par and stock price changes.

The present invention also proposes a computer-readable recording medium, on which a computer program is stored, and when the computer program is executed by a processor, the steps of the above-mentioned method for displaying the correlation factors of changes in chip par and stock prices are realized.

The detailed features and advantages of the present invention are described in detail below in the implementation mode, and its content is enough to make any person familiar with the related art understand the technical content of the present invention and implement it accordingly, and according to the content disclosed in this specification, the scope of the patent application and the drawings , anyone skilled in the art can easily understand the purpose and advantages of the present invention.

The client device (Client Device) of the present invention is used but not limited to personal computer (PC, MAC), notebook computer (Laptop/Notebook/Portable Computer), smart phone (Smartphone), tablet computer (Tablet PC), handheld Stock machine (Hand-Held Stock Quoting Device), personal digital assistant (PDA), smart TV (Smart TV) ... etc., all are equipped with screen and can execute the application program of the present invention (that is, stock trading software, stock quotation software , stock selection software) all can apply device and method of the present invention.

Referring to Fig. 1 and Fig. 2, the system function block diagram of the device 10 and the system function block diagram of the application program 20 of the present invention displaying the correlation factors of the chip par and stock price changes, the legend only lists the relevant ones related to a preferred embodiment of the present invention The core module, the rest of the modules are omitted and not depicted. The application program 20 is executed on the device 10 of the present invention for displaying the correlation factors of chip face stock price fluctuations. In one embodiment of the present invention, the device 10 of the present invention for displaying the correlation factors of chip par and stock price changes includes: one or more processors 12 , memory 14 , screen 16 and communication module 18 . Wherein, the memory 14 stores the application program 20; the processor 12 executes a plurality of program instructions contained in the application program 20, and implements the following modules in a cooperative operation mode of hardware and software: the correlation information view module 22; the screen 16 is used to display the graphical user interface (GUI) of the application program 20; the communication module 18 is used to establish an Internet network connection, such as: wired broadband, WLAN (Wi-Fi, etc.), mobile communication network (such as 3G, 4G, 5G...) and so on.

Continue to refer to Fig. 2, the system functional block diagram of the application program 20 and the server 24 of the embodiment of the present invention, which includes: a correlation information view module 22, a data download module 26 and a correlation analysis operation module 28, legend Only the core modules related to a preferred embodiment of the present invention are listed, and the remaining modules are omitted and not depicted, for example: the login verification module, quotation module, and self-selected stock model of the device 10 displaying the correlation factors of chip face and stock price changes Group, news module...etc., and transaction module, account module, quotation module...etc. of server 24.

The correlation information view module 22 is used to connect with the server 24 and download the correlation information of the chip side of the financial product, and generate a correlation information view according to the correlation information of the chip side. The correlation information of the chip side includes a plurality of important holdings Shareholders and the corresponding multiple determination coefficients. The so-called server 24 is the quotation server, and the server 24 can be a single server or a server cluster composed of a plurality of servers. In some embodiments, when the user operates the application program 20 to switch to the self-selected stock view (not shown) and clicks a certain financial product in it, or uses the input box to search and clicks a certain financial product in the search result, that is Generate a "financial product selection command", the financial product selection command corresponds to a financial product, when the application program 20 receives the financial product selection command, the correlation information view module 22 uploads the financial product (code or name) to the server 24 To download the correlation information of the chip side of the corresponding financial product. The relevant information of the chips is analyzed and calculated by the computer (that is, the server 24) (detailed in the next paragraph), which presents the important shareholders (such as: foreign capital, credit investment, self-employed business, financing, etc.) that affect the financial product. , securities lending, sub-point main force, securities selling, securities borrowing, large investors, retail investors, directors and supervisors, etc.) and the coefficient of determination between stock prices. For each important shareholder, there is a coefficient of determination (Coefficient of Determination, that is, the square value of the correlation coefficient) obtained through computer analysis and calculation. The larger the value of the determination coefficient, the greater the value of the corresponding important shareholder The higher the explanatory power of the stock price change rate (that is, the higher the correlation with the stock price change rate). In some embodiments, the correlation information of the chips further includes: the analysis information of a plurality of linked stocks that are highly correlated with the financial commodity, for example: when the price of the financial commodity rises, the same trading market that rises at the same time and has a similar increase Financial products can be called "linked stocks with a high degree of linkage relationship", and the analysis information of linked stocks not only lists financial products, but also includes the corresponding correlation coefficient (Correlation Coefficient). The downloaded correlation information of the chips is then generated by the correlation information view module 22 to generate a correlation information view. As shown in Figure 3.

The data downloading module 26 at the server 24 is used for downloading the chips side data of financial products from the exchange host (for example: the host of the Taiwan Stock Exchange) or database. The so-called chips-side information refers to multiple chips-related materials including: the three major legal person trading super data, financing and securities lending data (that is, the balance sheet of the total amount of credit limit control), huge transactions, etc., and the time when the data is released Each of them is different. Take the Taiwan Stock Exchange as an example: the three major legal persons announce the transaction data of each individual stock at 5:00 p.m. on each trading day, and the main trading information of each individual stock at 6:00 p.m. Information on securities lending and securities lending is announced at 9:00 pm. The above-mentioned multiple different chips-related data are collectively referred to as "chips data". When the data download module 26 at the server 24 end downloads the data at each corresponding time period, in some embodiments, the data download module 26 will download The final chip surface data is stored in the memory (not shown) of the server 24; in some embodiments, the data download module 26 stores the downloaded chip surface data in the database of the server 24 (not shown). ).

The correlation analysis operation module 28 generates chip-side correlation information corresponding to each financial product according to chip-side data and determination coefficient analysis rules. The chip-side correlation information includes multiple important shareholders and corresponding multiple determination coefficients. The so-called determination coefficient analysis rule indicates the proportion of the share price change rate that can be explained from the shareholding change rate of the main chips. Its purpose is to obtain the same calculation basis, so all important shareholders are shifted to the same baseline , and compare the pros and cons with absolute numbers (that is, the coefficient of determination), so that various important shareholders who are not on the same benchmark line have a benchmark for mutual comparison. higher explanatory power. For example, "TSMC" (stock code "2330") downloaded from the stock exchange on a certain date the original chip information: 1,709,755 shares held by directors and supervisors, 19,352,719 shares held by foreign investors, 206,196 shares held by investment trust, self-operated 130,315 shares held by merchants, 36,910 shares held by financing, 84 securities lending, etc., from the above raw chip data, only the shareholding ratio of important shareholders on that day can be seen, but the important shareholders cannot be seen There is no correlation to TSMC's share price movement. That is to say, in terms of "factors affecting TSMC stock price changes", it is meaningless to compare the shareholding ratios of the above-mentioned important shareholders. Users cannot see any correlation between shareholding ratios and stock price changes. . The method of determining the coefficient analysis rules to move all important shareholders to the same baseline is to bring the shareholding change rate and stock price change rate into a determination coefficient model (for example, using the sample correlation coefficient of statistics, the statistical model has Many can be used, such as regression analysis, bivariate analysis, various correlation coefficient analysis methods, etc., to calculate the rate of change in the shareholding of each individual important shareholder (variable 1) and the rate of change in the stock price of the stock (variable 2). ) to carry out correlation calculations, and then take the correlation coefficient to take its square value) to perform calculations to analyze the share price change rate, which can be explained from the shareholding change rate. - the number of shares held in the previous period)/the number of shares held in the previous period", and the stock price change rate is "(current stock price - previous stock price)/previous stock price". In some embodiments, the coefficient of determination model includes an adjustable critical value (Critical Value), for example: 95% or 99%, which is used to change the confidence interval (Confidence Interval) in the coefficient of determination model. The chip side correlation information generated by the correlation analysis operation module 28 includes important shareholders of financial commodities and corresponding determination coefficients. In addition, in some embodiments, the correlation information of the chips also includes the analysis information of linked stocks that have a high correlation with the financial commodity (ie, the comparison target), that is, the correlation analysis calculation module 28 calculates according to the rate of change of the stock price According to the analysis, financial products with similar stock price changes in the same industry are regarded as highly correlated. The linked stock analysis information includes: highly linked linked stocks and corresponding correlation coefficients, each linked stock (compared with the target financial product in the same trading market) has a corresponding correlation coefficient. The correlation coefficient is used to indicate the relationship between the "linked stock" and the "comparison target". From the correlation coefficient, it can be seen how its linkage relationship with the comparison target is. In some embodiments, the correlation coefficient is calculated from the stock price change rate, that is, the correlation coefficient is the variable (X) calculated by the stock price change rate, and the greater the correlation coefficient between the two, the higher the linkage between the two degree; in some embodiments, first calculate the stock price change rate of the comparison target as a benchmark, then calculate the stock price change rate of the linkage stock and compare it with the benchmark to get a percentage rate (can also be converted into a decimal point), which is the correlation Coefficient, the closer its value is to "1" (that is, the benchmark), the higher the linkage degree is, that is, the stock price change rate of the linkage stock is "highly correlated" with the stock price change rate of the comparison target. In other words, when the comparison target When the stock price changes, the stock price change of the linked stock will also change with the direction and ratio of the change correspondingly; the higher the correlation coefficient, the higher the linkage correlation between the stock price change rate of the comparison target and the stock price change rate of the linked stock. Conversely, if the correlation coefficient is low, it means that the linkage correlation between the stock price change rate of the comparison target and the stock price change rate of the linked stock is low. In some embodiments, the correlation analysis operation module 28 stores the generated chip face correlation information in the memory (not shown) of the server 24 for downloading by the device 10 that displays the chip face stock price change correlation factors ; In some embodiments, the correlation analysis operation module 28 stores the generated chip face correlation information in the database (not shown) at the server 24 end, for displaying the device of the chip face stock price change correlation factors 10 downloads.

Referring to FIG. 3 , it is a schematic diagram of the screen 16 of the correlation information view 30 according to an embodiment of the present invention, which illustrates the graphical user interface of the application program 20 displayed on the screen 16 according to a preferred embodiment of the present invention. The diagrams in the description of the present invention are illustrated by taking the screen style of a smart phone as an example. The client device of the present invention is not limited to be used in a smart phone. The client device of the present invention can also be used in desktop computers, notebooks, etc. Laptops, Tablets, Handheld Stock Computers, Personal Digital Assistants, Smart TVs...etc. In this embodiment, the smart phone (the device 10 for displaying the correlation factors of chip par and stock price fluctuations) is used to display the correlation information view 30 . The legend assumes that the user uses the menu (not shown) to switch to the self-selected stock view (not shown), and then clicks "China Steel" in the stock selection (clicking will generate a "financial product selection command") to Switch to the view of the legend. In this legend, the user can click the triangle buttons on the left and right sides of "Sinosteel 2002" above the view to switch to other self-selected stocks (when clicking, a "financial product selection command" will be generated) , or, the user clicks the input box in the upper right corner to input and search for financial products (to generate a financial product selection command). The legend illustrates that the correlation information view 30 of this embodiment displays the chip correlation information of "China Steel" (stock code 2002) at the top, which includes: important shareholders 32 and corresponding determination coefficients 34, based on this information Users can easily see that the important shareholders 32 of "Sinosteel" have "financing" (the determination coefficient 34 is "11.75%"), "Qianzhang" (also known as "large households", the determination coefficient 34 is "46.90%") ), "foreign investment" (the determination coefficient 34 is "36.54%"), "trust" (the determination coefficient 34 is "21.26%"), and "proprietary business" (the determination coefficient 34 is "40.62%"). Among the important shareholders 32 in the illustration, the determination coefficient 34 of "Qianzhang" is the highest, which means that among all the important shareholders 32 of "Sinosteel", "Qianzhang" has the greatest impact on the stock price changes. In other words, the "Sinosteel" Important shareholder 32 has the highest proportion (explanatory power) of "Thousand Zhang" affecting the change rate of "China Steel" stock price.

In some embodiments, the correlation information of the chips further includes: analysis information of linked stocks that are highly linked with financial commodities, as shown in the "Highly Linked Stock Analysis Information" in the lower part of Figure 3, and the legend includes 4 Linkage stocks 36 ("Yehui", "Guantian Steel", "Yongfengyu" and "Zhonghong") and the corresponding correlation coefficient 38. Each moving stock 36 in the moving stock analysis information has a correlation coefficient 38, which is used to indicate the correlation between the comparison target and the moving stock 36. For example: the correlation coefficient 38 of "Yehui" is "0.961", this value It is slightly higher than the correlation coefficient 38 "0.955" of "Guantian Steel", indicating that the linkage degree between "Yehui" and "China Steel" is higher than that of "Guantian Steel" and "China Steel". In some embodiments, the linkage stock analysis information is arranged in order of linkage degree from high to low linkage shares 36, that is, the linkage stock with the highest linkage degree with the comparison target (the illustration is "China Steel") is preferentially arranged at the top . In some embodiments, after the user clicks on a certain linked stock 36 (to generate a linked stock selection command), the user can switch to the associated information view 30 of the clicked linked stock 36 to view the selected linked stock 36 Related information of chip side.

Refer to FIG. 4, which is a schematic diagram of the screen 16 screen of the detailed information view 40 of the chip surface according to the embodiment of the present invention. It illustrates that when the user clicks on one of the important stockholders 32 in FIG. 3, the screen 16 will display the corresponding clicked Select the chip detailed information view 40 of the important shareholder (produced by the correlation information view module 22), the legend assumes that the user clicks the important shareholder 32 "financing" in the third figure, so the correlation The information view module 22 downloads the "financing" (selected important shareholder) "detailed information view of margin financing" (one of the detailed information on the chip side) from the stock server, and then generates the detailed information view on the chip side 40, the screen 16 displays the "financing" "detailed information view of margin financing and securities lending" (belonging to one of the detailed information views 40 on the chip side), which contains detailed information on financing and securities lending (for example: financing/securities lending in and out, capital bond balance, bond capital ratio, etc.).

Referring to Fig. 5, the operation flowchart of the embodiment of the present invention. After the server 24 downloads the chip surface data and generates the chip surface correlation information, the user uses the device 10 (such as computer/smart phone/tablet computer/stock machine/smart TV) to execute the application program 20. Please also refer to Figure 1, Figure 2, and Figure 3 for the operation process of downloading the correlation information of the chip side of a certain financial product, which includes:

Step S101: The server 24 downloads the chip data from the exchange host or database. The data downloading module 26 at the server 24 side downloads chips surface data from the Taiwan Stock Exchange mainframe or database, for example: three major legal person trading super data, financing and securities lending data, main trading super data...etc. The downloaded chip surface data is stored in the memory (not shown) of the server 24, or stored in the database (not shown) at the server 24 end.

Step S102: The server 24 generates chip side correlation information according to the chip side data. After downloading the chips data, the correlation analysis calculation module 28 at the server 24 generates chip correlation information corresponding to each financial product according to the chip data and the determination coefficient analysis rules. The chip correlation information includes important shareholders and Corresponding coefficient of determination. The generated chip face correlation information is stored in the memory (not shown) of the server 24, or stored in the database (not shown) of the server 24 end, for displaying the correlation factors of the chip face stock price change The device 10 downloads.

Step S103: the device receives a financial product selection instruction. The user executes the application program 20 of the present invention (that is, stock trading software, stock quote software or investment Stock selection software), after execution, the device 10 that displays the correlation factors of chip face and stock price changes establishes a connection with the server 24 through the communication module 18, and then the user uses the menu (not shown) to switch to the self-selected stock view (not shown) display), and then click “China Steel” among the stock selections (the “financial commodity selection instruction” will be generated when clicking), or, the user can input and search for financial commodities with the input box (to generate a financial commodity selection instruction ), the financial product selection instruction corresponds to a financial product.

Step S104: The device uploads the financial product to the server 24. When the application program 20 of the device 10 for displaying the correlation factors of the face price fluctuation of chips receives the financial commodity selection instruction, the correlation information view module 22 uploads the financial commodity (code or name) to the server 24 .

Step S105 : The device downloads from the server 24 chip side correlation information corresponding to the financial product. After the device 10 for displaying the correlation factors of stock price fluctuations of the chips uploads the financial commodity (code or name) to the server 24, the correlation information view module 22 receives the chip correlation information of the corresponding financial commodity returned by the server 24, and stored in memory 14.

Step S106: The device generates a correlation information view 30 according to the chip surface correlation information. After the device 10 for displaying correlation factors of stock price fluctuations of chips downloads the chip correlation information, the correlation information view module 22 generates a correlation information view 30 according to the chip correlation information.

Step S107: The device displays important shareholders of corresponding financial products and corresponding determination coefficients. After the correlation information view 30 is generated, it is displayed on the screen 16 of the device 10 for displaying the correlation factors of chip par and stock price changes. As shown in Figure 3, the correlation information view 30 includes corresponding financial products (the illustration is "China Steel") The important shareholders (illustration: financing, thousands of shares, foreign capital, credit investment and self-employed businessmen) and the corresponding coefficient of determination. In the action here, the relevant information view module 22 sorts the important shareholders and the corresponding determination coefficients, and selects at least three important shareholders with higher determination coefficients (the illustration is 5), and then uses The at least three determination coefficients are displayed in a data manner in the position of the corresponding important shareholders and presented in the correlation information view 30 to be displayed on the screen 16 . The embodiment in FIG. 3 shows more information, that is, the correlation information view module 22 presents the determination coefficient in the correlation information view 30 in the form of a data combination chart (bar graph). In some embodiments, the correlation information of the chips further includes: analysis information of linked stocks that are highly linked with financial commodities, as shown in the "Highly Linked Stock Analysis Information" in the lower part of Figure 3, and the legend includes 4 Linkage stocks 36 ("Yehui", "Guantian Steel", "Yongfengyu" and "Zhonghong") and the corresponding correlation coefficient 38. Wherein, in the embodiment shown in FIG. 3 , the correlation information view module 22 sorts and organizes the analysis information of linked stocks, arranges the one with the higher correlation coefficient at the top, and presents the analysis information of linked stocks in the associated stock in sequence. and the correlation information view module 22 presents the linkage stock analysis information together with important shareholders and corresponding determination coefficients in the correlation information view to be displayed on the screen 16 .

In some other embodiments, the information on the important shareholders and the determination coefficients in the correlation information view 30 can be arranged sequentially in order of at least three with higher determination coefficients (from left to lower). The form of descending power from the right, or the form of ascending power from right to left) the at least three important shareholders and their coefficient of determination. The embodiment of Fig. 3 is the mode of random arrangement.

Step S108: The device receives a linkage stock selection instruction. In some embodiments of the present invention, the user can arbitrarily select a linkage stock in the correlation information view 30 (to generate a linkage stock selection command) to generate the correlation information view 30 of the selected linkage stock, that is, steps S108 to Step S112, the purpose of this is to allow users to verify the degree of linkage (correlation coefficient) between two financial products from different angles (ie, forward and reverse). How is the co-movement (correlation coefficient) of the stock "financial product B", and then use the reverse "financial product B" to see how the co-movement (correlation coefficient) of the linked stock "financial product A" is for comparison and verification. This step is equivalent to step S103 "device receives financial product selection instruction", except that in this step, the user clicks on the linked stock in the correlation information view 30 (generates a linked stock selection instruction).

Step S109 : The device uploads the selected linking stock to the server 24 . When the application program 20 of the device 10 for displaying the correlation factors of chip par stock price changes receives the linked stock selection instruction, the linked stock (code or name) is uploaded to the server 24 by the correlation information view module 22 .

Step S110: The device downloads from the server the correlation information of the chips corresponding to the selected linkage stocks. After the device 10 for displaying the correlation factors of the face price change of the chips uploads the selected linked stock (code or name) to the server 24, the correlation information view module 22 receives the information returned by the server 24 corresponding to the clicked linked stock. Chip surface correlation information is stored in the memory 14.

Step S111: The device generates a correlation information view 30 according to the chip surface correlation information. After the device 10 for displaying the correlation factors of stock price fluctuations of chips downloads the chip correlation information, the correlation information view module 22 generates the correlation information view 30 corresponding to the selected linkage stock according to the chip correlation information.

Step S112: The correlation information view 30 displays the important shareholders corresponding to the selected linkage stocks and the corresponding determination coefficients. After the correlation information view 30 is generated, it is displayed on the screen 16 of the device 10 for displaying the correlation factors of chip par stock price fluctuations, not shown in the figure.

It can be understood for different embodiments of the present invention that the program instructions executed by the computer can implement each block in the flow chart, the combination of blocks in the flow chart, and the steps in each embodiment. providing the program instructions to a processor operative to produce a machine or resources cooperating with hardware and software, whereby the instructions, when executed on the processor, will produce actions for performing the actions specified in the flowchart blocks or components of technical effects. Different sets of program instructions can also make at least some of the operation steps shown in the flow chart blocks be performed in parallel, and the technical content expressed by each program instruction of an application program may be different according to different embodiments. Furthermore, some of these steps can also be performed on more than one processor, such as the case where the microprocessor and the peripheral interface processor cooperate to operate in the device of the present invention. Furthermore, one or more blocks or combinations of blocks in the flowcharts may be performed concurrently with other blocks or combinations of blocks, or even in an order different from that shown, without departing from the scope or spirit of the present invention. .

Accordingly, the blocks of the flowchart of the present invention support combinations of means for performing specified actions or technical effects, combinations of steps for performing specified actions or technical effects, and program instruction means for performing specified actions or technical effects. It can also be understood that these specified actions or technical effects are implemented by a special-purpose hardware system or special-purpose hardware and program instructions cooperating to implement each block of the flow chart of the present invention and the combination of blocks in the flow chart.

To sum up, the present invention proposes a technology for displaying the correlation factors of chip face and stock price changes, which solves the problems of the previous technology that "it is impossible for users to know who is the important shareholder who affects a certain stock" and "it is impossible to know How does each important shareholder affect the proportion of the stock price change? This invention allows users to use the method of "automatically analyzing the correlation of individual stock chips" to eliminate the need for users to do it manually in many ways in the past. Collecting and comparing multiple scattered chip data makes up for the shortcomings of the previous technology. Using the technology of the present invention to display the correlation factors of stock price changes of chip prices, the user can quickly learn the correlation analysis information of the chip surface of individual stocks and the special technical effect of highly linked analysis information of linked stocks, so as to facilitate users to make investments quickly Decision 4.

Although the technical content of the present invention has been disclosed above with preferred embodiments, it is not intended to limit the present invention. Any modification and modification made by those skilled in the art without departing from the spirit of the present invention should be covered by the present invention. Therefore, the scope of protection of the present invention should be defined by the scope of the appended patent application.

10: A device that displays the correlation factors of chip face and stock price changes 12: Processor 14: Memory 16: screen 18: Communication module 20: Apps 22:Association information view module 24:Server 26: Data download module 28: Relevance Analysis Operation Module 30:Association information view 32: Significant shareholders 34: Coefficient of determination 36: Linkage stocks 38: Correlation coefficient 40: Chip side detailed information view

Fig. 1 is a system functional block diagram of the device of the embodiment of the present invention; Fig. 2 is a system function block diagram of the application program and the server of the embodiment of the present invention; Fig. 3 is a schematic diagram of a screen image of a relational information view according to an embodiment of the present invention; Fig. 4 is a schematic diagram of the screen of the detailed information view of the chip surface according to the embodiment of the present invention; and Fig. 5 is an operation flowchart of the embodiment of the present invention.

none

20: Apps

22:Association information view module

24:Server

26: Data download module

28: Relevance Analysis Operation Module

Claims (13)

A device for displaying factors related to changes in chip face and stock price, the device includes: A communication module, used to establish an Internet connection; A correlation information view module, which is used to connect with a server and download the correlation information of a chip side of a financial product, and generate a correlation information view on a screen according to the chip side correlation information, the The correlation information on the chip side includes a plurality of important shareholders and a plurality of corresponding determination coefficients. The correlation information view module selects the determination coefficients from the important shareholders and the corresponding determination coefficients Higher than at least three of these important shareholders, and then displaying at least three of these determination coefficients in the corresponding position of these important shareholders in the form of data and presenting them in the correlation information view to be displayed on the screen; a memory for storing an application program and the correlation information of the chip surface, the application program including the correlation information view module; the screen for displaying the graphical user interface of the application; one or more processors connected to the memory and the screen to execute the application; and, Wherein, the application program receives a financial product selection instruction to upload the corresponding financial product to the server and download the corresponding chip side correlation information, and these important shareholders have the same share price change rate as the financial product Correlation, the greater the value of the determination coefficient corresponding to the important shareholder, the higher the correlation with the stock price change rate. The device for displaying the correlation factors of stock price changes in chip face as described in claim 1, wherein the chip face correlation information further includes: analysis information of a plurality of linked stocks that are highly linked with the financial product, and the linked stock analysis information includes A linkage stock and a corresponding correlation coefficient, the correlation coefficient is used to represent the linkage correlation between the linkage stock and the financial product. The device for displaying correlation factors of stock price changes as described in claim item 2, wherein the correlation information view further includes: analysis information of these linked stocks with a high degree of correlation. The device for displaying the correlation factors of chip face stock price changes as described in claim 2, wherein the correlation information view module further includes: receiving a linkage stock selection instruction to generate the correlation information view corresponding to a selected linkage stock On the screen, it displays the related information of the chip side corresponding to the linked stock that should be clicked. The device for displaying the correlation factors of chip face stock price changes as described in claim 1, wherein the important shareholders are selected from: one foreign capital, one credit investment, one self-employed trader, one financing, one securities lending, one point Main force, one bond sale, one bond borrowing, one large account, one retail account and one director supervisor. The device for displaying the correlation factors of chip face stock price changes as described in claim 1, wherein the correlation information view module further includes: the application program receives an important stockholder selection instruction to generate a corresponding selected important stock holding One of the chip face details view. A method for displaying factors related to changes in chip face and stock price, applied to a device and a server, the device includes a communication module, a memory and a screen, the method includes: The server downloads chip information of a financial product from an exchange host or a database; The server generates a piece of chip surface correlation information according to the chip surface data and a determination coefficient analysis rule, and the chip surface correlation information includes a plurality of important shareholders and a plurality of corresponding determination coefficients; The device receives a financial product selection instruction corresponding to the financial product; the device uploads the financial product to the server; The device downloads the correlation information of the chips corresponding to the financial product from the server; The device generates a correlation information view on the screen according to the chip face correlation information; and, The correlation information view shows the important shareholders corresponding to the financial product and the corresponding determination coefficients. These important shareholders are related to the stock price change rate of the financial product. The important shareholders The larger the value of the corresponding determination coefficient, the higher the correlation between it and the stock price change rate; the device selects the one with the higher correlation coefficient among the important shareholders and the corresponding determination coefficients At least three of these important shareholders, and then displaying at least three of these determination coefficients in the corresponding positions of these important shareholders in the form of data and presenting them in the correlation information view for displaying on the screen. The method for displaying the correlation factors of chip par and stock price changes as described in claim item 7, wherein the determination coefficient analysis rule is to shift these important shareholders to the same baseline to obtain the same calculation basis, and compare with the determination coefficient Good or bad, when the value of the determination coefficient is higher, it means that the increase or decrease of the bargaining chip affects the price change of the financial product, and the higher the explanatory power is. The method for displaying the correlation factors of chip face stock price changes as described in claim item 7, wherein the chip face correlation information further includes: Analysis information of a plurality of linked stocks that are highly correlated with the financial product. The linked stock analysis information includes a linked stock and a corresponding correlation coefficient. The correlation coefficient is used to indicate the relationship between the linked stock and the financial product. Connectivity. The method for displaying correlation factors of stock price changes as described in claim item 9, wherein the correlation information view further includes: analysis information of these linked stocks with a high degree of correlation. The method for displaying the factors related to the face price change of chips as described in Claim 9, wherein the method further includes: The device receives a linkage stock selection command to correspond to a clicked linkage stock; The device uploads the selected linkage stock to the server; The device downloads from the server the correlation information of the chips corresponding to the linked stocks that should be selected; The device generates the correlation information view according to the chip surface correlation information; and, The correlation information view displays the important shareholders corresponding to the linked stocks that should be selected and the corresponding determination coefficients. The method for displaying the factors related to changes in chip par and stock prices as described in claim item 7, wherein the important shareholders are selected from: one foreign capital, one credit investment, one self-employed trader, one financing, one securities lending, one point Main force, one bond sale, one bond borrowing, one large account, one retail account and one director supervisor. The method of displaying the factors related to the change of chip par stock price as described in claim item 7, wherein the method further includes: The device receives an important shareholder selection instruction to correspond to a selected important shareholder; The device uploads the selected important shareholder to the server; The device downloads detailed chip information corresponding to one of the important shareholders who should be selected from the server; and, The device generates a chip face detailed information view on the screen according to the chip face detailed information.

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