CN109240676A - The method and its system of trading strategies are established with visualization component - Google Patents

The method and its system of trading strategies are established with visualization component Download PDF

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Publication number
CN109240676A
CN109240676A CN201710536905.4A CN201710536905A CN109240676A CN 109240676 A CN109240676 A CN 109240676A CN 201710536905 A CN201710536905 A CN 201710536905A CN 109240676 A CN109240676 A CN 109240676A
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data
trading strategies
interface
strategy
user
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温明辉
刘韦男
钟伟和
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Taiwan Dada Data Analysis Co Ltd
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Taiwan Dada Data Analysis Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/30Creation or generation of source code
    • G06F8/34Graphical or visual programming
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/04Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange

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  • Business, Economics & Management (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Accounting & Taxation (AREA)
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  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Development Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Technology Law (AREA)
  • Strategic Management (AREA)
  • Marketing (AREA)
  • Economics (AREA)
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Abstract

The present invention proposes a kind of method and its system that trading strategies are established with visualization component, it is mainly to provide patterned data edition interface, signal edit interface, tactful edition interface is to assist the sequentially completion data edition step of custom system, signal edit step and tactful edit step, and then complete a complete trading strategies (strategy), and the trading strategies receive a real time data for user's setting and export mono signal, by above-mentioned means, it can reach systematization guidance user and the function of graphically editing be provided, the software for reducing financial commodity transaction strategy study and exploitation uses door, in favor of universalness.

Description

The method and its system of trading strategies are established with visualization component
Technical field
The present invention provides a kind of appliance computer software to establish the method and its system of trading strategies, espespecially a kind of with can The method and its system of trading strategies are established depending on changing component.
Background technique
Due to the progress of electronic information technologies, after traditional financial transaction is after a succession of change, now mainly changed with E-transaction is mainstream, thus the finance stretched out and carry out automated transaction using quantized data, algorithm and computer program of also spreading out Trade mode is referred to as " metering financial transaction " (Quantitative Trading) extensively.
The main Connotation of metering financial transaction is further probed into, metering financial transaction refers to researcher using itself for all Such as stock, the cognition and experience of futures, right to choose, bond financial products, and then a set of financial transaction strategy is developed, and will be upper It states financial transaction strategy set survey for the historical data of extensive stock, observes every test statistics data of the strategy, Such as net profit (Net profit), history maximum fall (Maximum Draw Down) after rise and Sharp leads (Sharp ratio), with It is assessed as to the financial transaction strategy, assessment there is the strategy of investment value to transfer to computer automatic by last trade person Execution places an order, or notifies deal maker to place an order by Computer display Dealing Signal.
In the development process of above-mentioned metering financial transaction strategy, it is the most multiple to carry out back the step of surveying and assessing statistical data Miscellaneous, therefore, existing financial transaction strategy auxiliary development software provides strategy Development person and provides back survey financial transaction strategy at present Service, and current strategy Development auxiliary software is using PowerLanguage as programming language, deal maker must first with PowerLanguage programs out its trading strategies, and the historical data of financial products is imported in strategy Development auxiliary software, by Above-mentioned software carries out trading strategies and returns survey, and shows corresponding statistical data, if for example, deal maker wants to test a trading strategies Are as follows: when platform refer to forward price lattice rise brokenly 5 phase Moving Average (5MA) when buy, price breaks 5 phase Moving Average by a fall when emptying, then its PowerLanguage program syntax will be as shown in Figure 1, complete programming and strategy set be used for after platform refers to phase historical data, will be as Shown in Fig. 2, software according to the trading strategies after programming will survey, and show the history performance statistical chart such as Fig. 3, in turn Policy evaluation is carried out by deal maker.
By in above-mentioned PowerLanguage programming process as it can be seen that PowerLanguage is compiled with textual user interface Journey still belongs to difficult for the user for being unfamiliar with program language, furthermore, in general, financial transaction strategy all has one Fixed complexity, the condition not only bought, be vented can also have the grammer that stops damaging, stop benefit and various transaction strainers, if compiling mostly There is flaw in journey, user is also required to certain program debugging (Debug) ability, in addition to this, to write a good finance and hand over Easily strategy, it is also desirable to which systematic planning, remittance from data is whole, tactful writing requires to be planned to capital management, existing Strategy Development auxiliary software lack systematicness guidance editor planning, very test user transaction experience, it is above it is various because Element causes the introduction door of financial transaction strategy auxiliary development software quite high, is unfavorable for popularizing.
Summary of the invention
It is not easy in view of existing financial transaction strategy auxiliary development software for public use and lacks systematicness guidance volume The technological deficiency collected, the present invention provide a kind of method and its system that trading strategies are established with visualization component, provide figure Change interface and complete the programming of financial transaction strategy for user's operation, and then the difficulty of strategy programming is greatly reduced, and provides straight The usage mode of feelization.
Used technological means is to enable the method packet that trading strategies are established with visualization component to reach above-mentioned purpose It includes:
Data edition step provides a patterned data edition interface, and a corresponding number is generated for user's operation According to collection (data set);
Signal edit step provides a patterned signal edit interface, and the data set is shown in the buying signals In edition interface, a corresponding buying signals (trading signal) are generated for user's operation;
Tactful edit step provides a patterned tactful edition interface, and the buying signals is shown and are compiled in the strategy In editing interface, a corresponding trading strategies (strategy) are generated for user's operation, which sets for user Determine and receives a real time data and export mono signal.
Above-mentioned financial transaction strategy auxiliary development software guidance user sequentially compiles according to data edition, signal edit and strategy It collects and completes a complete trading strategies, real time data (such as price, dynamic of this trading strategies various financial products ready to receive And static chip), and edited according to user and export down mono signal and carry out automated transaction to stock trader, or be shown in window prompting User.
Due to the guidance user of above-mentioned financial transaction strategy auxiliary development software systems, and patterned editor is provided and is connect Mouthful, guidance user reaches guidance user sequentially from data to the editor of trading strategies, it is assisted to write out profession Trading strategies.
Used technological means is to enable this include: with the system that visualization component establishes trading strategies for the above-mentioned purpose
One data acquisition module exports an at least financial products data;
One tactful editor module, connect with the data acquisition module, to receive the financial products data, and provides graphical A data edition interface, a signal edit interface and a tactful editing interface, edit out a transaction for user's operation Strategy, and the trading strategies can receive real-time financial products data and export mono signal;
Single module once is connect with the strategy editor module, carries out financial products twisting friendship to receive the lower mono signal Easily.
Above-mentioned data acquisition module and lower single module can be provided by stock trader end, above-mentioned strategy editor module then it is mountable with On the main frame at family end, for user's editing transaction strategy, data acquisition module also can be voluntarily write by user, from network The financial products data needed for itself are captured, and then design exclusive financial transaction strategy, and lower single module can utilize stock trader List API and then achievees the purpose that place an order automatically for user to concatenate with the strategy editor module under the electronics of offer.
Detailed description of the invention
Fig. 1: for the schematic diagram of existing financial transaction strategy auxiliary development software program Compile interface;
Fig. 2: the schematic diagram surveyed is returned for existing financial transaction strategy auxiliary development software performance;
Fig. 3: the performance report form statistics figure generated for existing financial transaction strategy auxiliary development software;
Fig. 4: for a steps flow chart schematic diagram of the invention;
Fig. 5: for the schematic diagram of data edition interface in Fig. 4 step;
Fig. 6: for the schematic diagram of signal edit interface in Fig. 4 step;
Fig. 7 a~7c: the schematic diagram of different assessment charts is provided for Fig. 6 interface;
Fig. 8: for the schematic diagram of edition interface tactful in Fig. 4 step;
Fig. 9: to generate back the schematic diagram for surveying performance in Fig. 4 step;
Figure 10: for the schematic diagram of assemble editing interface tactful in Fig. 4 step;
Figure 11: for one of present invention system block diagrams;
Description of symbols:
11 quantized data library menus
12 matter database menus
21,31 algorithm operating component
22, a artificial intelligence model component more than 32
23 assessment charts
41 artificial intelligence model components
51 data acquisition modules
52 tactful editor modules
53 lower single modules
54 cloud databases.
Specific embodiment
Please refer to Fig. 4, the present invention proposes a kind of method that visualization component establishes trading strategies, can calculate It is executed on machine, after user operates in order, is carried out a series of data processing according to operational order by computer and generated pair The sequencing trading strategies answered and its corresponding assessment data.
The present invention the following steps are included:
Data edition step (S1) provides a patterned data edition interface, generates for user's operation corresponding One data set (data set);
Signal edit step (S2) provides a patterned signal edit interface, and the data set is shown in the transaction In signal edit interface, a corresponding buying signals (tradingsignal) are generated for user's operation;
Tactful edit step (S3) provides a patterned tactful edition interface, and the buying signals is shown in the plan Slightly in editing interface, generate a corresponding trading strategies (strategy) for user's operation, the trading strategies for Family sets and receives a real time data and export mono signal.
Above-mentioned trading strategies completed after the strategy edit step can be used as and hang up line progress automated transaction Or prompt Dealing Signal carries out the trading strategies of auxiliary transaction, it is however generally that, user most likely edits multiple and different transaction Strategy, and hang up line simultaneously and trade, due to multiple trading strategies, the risk and performance of each trading strategies are different, therefore It can reach the purpose diversified risks using more strategies, for this purpose, the method that aforementioned present invention establishes trading strategies with visualization component The method for further providing for editing and managing trading strategies combination, can further include strategy combination edit step (S4), One patterned strategy combination edition interface is provided, and shows multiple trading strategies in the strategy combination edition interface, for User edits and generates a strategy combination.
It is illustrated above in relation to the present invention with the main flow for the method that visualization component establishes trading strategies, below sincerely It is illustrated, please further cooperates refering to Fig. 5 further directed to the details of process step, be the signal of above-mentioned data edition interface Figure, in one embodiment, provides a quantized data library menu 11 and a matter database menu 12 in the data edition interface, Include multiple fundamental datas, multiple technology face datas, multiple chip face datas and multiple pointers in the quantized data menu, is somebody's turn to do It include multiple news matter data and multiple event matter data in matter database menu 12, wherein pass through above-mentioned quantization number The existing six big type quantized datas to analyze financial products can be covered according to library menu 11 and matter database menu 12: Industrial analysis data, macroeconomics analysis data, message analysis data, chip analysis data, technology analysis data and finance Data are analyzed, wherein industrial analysis data may include that business cycle, product life cycle, competitive environment, value chain and order are raw Index etc. is produced, macroeconomics analysis data may include interest rate, money supply, gross national product, prosperous countermeasure signal, price Index, economic growth rate, exchange rate etc., message analysis data may include the message in terms of politics, the world, finance and economics, personal share and industry Matter or quantized data, chip analysis may include the chips data such as group of company, three big legal persons, casual household, financing certificate, big shareholder, skill Art analysis may include the data such as price, trend, pointer, trading volume, kenel and line style, and financial analysis then may include payment of debts energy Power, management ability, cash flow, financial structure and earning capacity homogenization or quantized data.
About the processing mode of various data in above-mentioned matter database menu 12, main processing steps can forgive number According to acquirement, data processing, data interpretation, content generate with recombination, matter data to quantized data convert, event pointer assessment with Verifying, data can be the various media datas obtained by API, lteral data, the community media subscriber of network search engines Generate the non-quantized data such as content, market intelligence content.
It is main that the user source and the foundation that select financial products data are provided in above-mentioned data edition step (S1), make User can be tested using the historical data of various financial products, such as commodity historical price, company's financial report, surplus, legal person Dealing data and futures stay storehouse data etc., and in this step, user, also can be in this step other than selecting commodity target Set the parameters such as commodity period, exchange hour, wherein usually indicate that historical price etc. is believed using candle line (K bar) Breath, it is therefore desirable to set the commodity period to generate corresponding candle line, exchange hour is then to corresponding selection artificial disc or electricity The data of sub-disk carry out the editors of trading strategies.
Please further cooperate refering to Fig. 6, be the schematic diagram of above-mentioned signal edit interface, wherein providing polyalgorithm operational group Part 21 and multiple artificial intelligence model components 22 (AI Model), in this step, mainly for user's Editing Strategy signal, strategy Signal refers to the basic condition bought or sold, and in this step, user can attentively be directed to the city of different attribute in this step The term on buying and selling research for carrying out basis, studying the correlation in various conditions and market, (such as certain conditions are in particular market With high correlation, but the non-correlation that seems in other markets), it in one embodiment, can be further in the signal The corresponding user assessment chart 23 for editing out the buying signals is provided in edition interface, for shown in Fig. 6, expression is used Family editor's price subtracts opening price and comes as support vector machines (SVM) basic condition (Rule base) as above-mentioned strategy greater than X% Signal, and in this step, corresponding assessment chart 23 can be shown in this interface, it is as shown in the figure to indicate to comment with adaptive in mode For estimating chart, the distributional patterns of data can be described, assess its forecasting accuracy for establishing model for user, assess chart Also it can be other charts, may be, for example, data statistics chart shown in Fig. 7 a, Pattern recognition chart shown in Fig. 7 b indicates symbol The kenel for sharing family description, correlation analysis chart shown in Fig. 7 c, to analyze several primary finance datas or edited Correlation between data set (data set), and the assessment chart 23 shown in above-mentioned signal edit interface can be according to user institute The buying signals that edit out and show matched assessment chart 23, such as the buying signals of regression analysis type, can show Mode assesses chart with adaptive, can then show correlation analysis chart for the buying signals of pairs trade.
Please further cooperate again refering to Fig. 8, is above-mentioned tactful edition interface schematic diagram, is provided in the strategy edition interface more A algorithm operating component 31 and multiple artificial intelligence model components 32, however, in this step, mainly by will be aforementioned for user Buying signals compile a complete trading strategies, such as the end article of N unit is bought when buying signals A establishment, or Buying signals C sells the commodity etc. of N unit when being greater than buying signals D, in addition stop damage and stop the logical transaction of benefit can also to walk herein It is edited in rapid, due to different from previous step purpose in this step, the algorithm operating component and artificial intelligence of required use Model component is also different, therefore the present invention provides different multiple calculations in above-mentioned signal edit interface and tactful edition interface respectively Method operating assembly and artificial intelligence model component, for using.
Further referring to Fig. 9, the method that the present invention establishes trading strategies with visualization component can further provide for a sand Box tests environment, and the performance that (or multiple) trading strategies are carried out in sandbox test environment, which is returned, to be surveyed and generate corresponding one (or more), which return, surveys performance, and the trading strategies that this step edits out user carry out sandbox mock trading according to historical data, generate Performance table out can provide user and inspect performance of the strategy of its editor in past history.
Please further cooperate refering to fig. 10 again, is the schematic diagram of above-mentioned strategy combination edition interface, strategy combination editor Interface is provided with multiple artificial intelligence model components 41, so that user edits and surveys performance production according to returning for multiple trading strategies The fund ratio data of raw one group of multiple strategy of correspondence, in one embodiment, it is possible to provide Mondicaro method and Q- Learning, so that user carries out the estimation of fund configuration, wherein Q-learning is that one kind has " punishment " and " reward " Environment is perceived, the trading strategies that user is edited out in abovementioned steps can count its history after performance is returned and surveyed Successful Transaction (profit) and failed transactions (loss) in transaction, Successful Transaction, failed transactions, the profit amount of money and deficit Etc. data be assessed using Q-learning and the stake capital scale (Capital size) that is optimized, Yong Huke It calculates the fund ratio of optimization for multiple trading strategies respectively whereby, and then reaches preferable profit/risk ratio.
It is illustrated above in relation to the present invention with the method and step that visualization component establishes trading strategies, it is careful further below It is illustrated for its system.
Please further cooperate the assortable following system of method that 1 present invention establishes trading strategies with visualization component refering to fig. 1 System uses, and it includes have:
One data acquisition module 51 exports an at least financial products data;
One tactful editor module 52, connect with the data acquisition module 51, to receive the financial products data, and provides figure A data edition interface, a signal edit interface and a tactful editing interface for shape, edits out one for user's operation Trading strategies, and the trading strategies can receive real-time financial products data and export mono signal;
Single module 53 once are connect with the strategy editor module 52, carry out financial products stranding to receive the lower mono signal Close transaction.
Above-mentioned data acquisition module 51 can be provided or mountable in subscriber computer host by each stock trader, wherein stock trader The data acquisition module 51 at end can provide key data, such as commodity price, legal person buy and sell chip etc., the number that user voluntarily establishes It then can be used to other data needed for extract user according to acquisition module 51, the commodity number not provided such as financial report data or other stock traders According to etc., which is then mounted in subscriber computer host, operates and compiles according to the method for the disclosure above for user Volume above-mentioned trading strategies, the lower list API that above-mentioned lower single module 53 is then provided using stock trader, or can voluntarily be established by user and Lower single module that list API is concatenated under other stock traders.
The present invention is the platform for further providing for user's online exchange packet, and above system can further contain a cloud data Library 54, the cloud database 54 can be connect with the data acquisition module 51 and the strategy editor module 52, multiple to provide downloading Data set, multiple pointers, multiple trading strategies and the combination of multiple trading strategies, whereby, user, which edits, completes data, pointer, letter Number or trading strategies after, open or closed data, pointer, signal or trading strategies can be packaged into, be uploaded to the cloud number It is free for other users according to library or payment is downloaded, and the method that trading strategies are established with visualization component using aforementioned present invention, After data, pointer, signal or the trading strategies after downloading, construction oneself trading strategies or strategy combination can be used as One of component further achievees the purpose that shared knowledge, technology of sharing.
Aforementioned present invention establishes the method and its system of trading strategies with visualization component, can systematization guidance user Sequentially editor step by step completes data set, buying signals, trading strategies and trading strategies combination, auxiliary user's construction it is complete and Specialized financial commodity transaction strategy combination, the present invention also provide graphical volume in addition to having the function of that systematization guides Interface is collected, the technology door used is reduced, in favor of universalness, and cloud database is further provided with and shares each user's friendship The easily function of strategy can establish the information sharing platform and community of profession with amateurish dealer.

Claims (11)

1. a kind of method for establishing trading strategies with visualization component, which comprises the following steps:
Data edition step provides a patterned data edition interface, a corresponding data set is generated for user's operation (data set);
Signal edit step provides a patterned signal edit interface, and the data set is shown in the buying signals In edition interface, a corresponding buying signals (trading signal) are generated for user's operation;
Tactful edit step provides a patterned tactful edition interface, and the buying signals is shown and are compiled in the strategy In editing interface, a corresponding trading strategies (strategy) are generated for user's operation, the trading strategies are for user It sets and receives a real time data and export mono signal.
2. the method according to claim 1 for establishing trading strategies with visualization component, which is characterized in that further comprise Strategy combination edit step provides a patterned strategy combination edition interface, and in the strategy combination edition interface Multiple trading strategies are shown, so that user edits and generates a strategy combination.
3. the method according to claim 1 for establishing trading strategies with visualization component, which is characterized in that further in institute It states and a quantized data library menu and a matter database menu is provided in data edition interface, include in the quantized data menu Multiple fundamental datas and multiple technology face datas include multiple event matter data in the matter database menu.
4. the method according to claim 1 for establishing trading strategies with visualization component, which is characterized in that further in institute It states and polyalgorithm operating assembly and multiple artificial intelligence model components (AI Model) is provided in signal edit interface.
5. the method according to claim 4 for establishing trading strategies with visualization component, which is characterized in that further in institute It states and the corresponding user assessment chart for editing out the buying signals is provided in signal edit interface.
6. the method according to claim 1 for establishing trading strategies with visualization component, which is characterized in that further in institute It states and polyalgorithm operating assembly and multiple artificial intelligence model components is provided in tactful edition interface.
7. the method according to claim 1 for establishing trading strategies with visualization component, which is characterized in that further provide for One sandbox tests environment, and the performance that the trading strategies are carried out in sandbox test environment, which is returned, to be surveyed and generate corresponding one time Survey performance.
8. the method according to claim 2 for establishing trading strategies with visualization component, which is characterized in that further provide for One sandbox tests environment, and the performance that the multiple trading strategies are carried out in sandbox test environment, which is returned, to be surveyed and generate respectively more A time survey performance.
9. the method according to claim 8 for establishing trading strategies with visualization component, which is characterized in that further in institute State and multiple artificial intelligence model components be provided in strategy combination edition interface, for user edits and according to the multiple transaction plan The fund ratio data (capital size) that performance generates one group of the multiple strategy of correspondence is surveyed in returning slightly.
10. a kind of system for establishing trading strategies with visualization component characterized by comprising
One data acquisition module exports an at least financial products data;
One tactful editor module, connect with the data acquisition module, to receive the financial products data, and provides graphical A data edition interface, a signal edit interface and a tactful editing interface, edit out a transaction for user's operation Strategy, and the trading strategies can receive real-time financial products data and export mono signal;
Lower list module connect with the tactful editor module, carries out financial products twisting transaction to receive the lower mono signal.
11. the system according to claim 10 for establishing trading strategies with visualization component, which is characterized in that further packet A cloud database is included, the cloud database connect with the data acquisition module and the tactful editor module, provides down Carry multiple data sets, multiple pointers, multiple trading strategies and the combination of multiple trading strategies.
CN201710536905.4A 2017-07-04 2017-07-04 The method and its system of trading strategies are established with visualization component Pending CN109240676A (en)

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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110222951A (en) * 2019-05-17 2019-09-10 知量科技(深圳)有限公司 Trading strategies self-adapting regulation method based on market pattern
CN110503557A (en) * 2019-08-28 2019-11-26 中国银行股份有限公司 The monitoring method and device of policy information
CN110503556A (en) * 2019-08-28 2019-11-26 中国银行股份有限公司 The visual configuration method and device of trading strategies model
CN110689436A (en) * 2019-09-30 2020-01-14 北京九章云极科技有限公司 Strategy retest method and strategy retest system
CN111176635A (en) * 2019-12-09 2020-05-19 深圳市博思恒业信息技术有限公司 Modularized quantization system, execution method thereof and electronic equipment

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104106276A (en) * 2011-10-12 2014-10-15 施萨姆公司 Multi-tiered secure mobile transactions enabling platform
CN104199647A (en) * 2014-08-18 2014-12-10 中国建设银行股份有限公司 Visualization system and implementation method based on IBM host
CN104424599A (en) * 2013-08-23 2015-03-18 三竹资讯股份有限公司 Device and method for inputting trading stock price by visual graph
CN106022907A (en) * 2016-05-13 2016-10-12 清华大学 Method and system for predicting trend of background core transaction event of large commercial bank
CN106504088A (en) * 2015-09-07 2017-03-15 高庆文 A kind of method and system that realizes quantifying transaction in removable computing device

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104106276A (en) * 2011-10-12 2014-10-15 施萨姆公司 Multi-tiered secure mobile transactions enabling platform
CN104424599A (en) * 2013-08-23 2015-03-18 三竹资讯股份有限公司 Device and method for inputting trading stock price by visual graph
CN104199647A (en) * 2014-08-18 2014-12-10 中国建设银行股份有限公司 Visualization system and implementation method based on IBM host
CN106504088A (en) * 2015-09-07 2017-03-15 高庆文 A kind of method and system that realizes quantifying transaction in removable computing device
CN106022907A (en) * 2016-05-13 2016-10-12 清华大学 Method and system for predicting trend of background core transaction event of large commercial bank

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110222951A (en) * 2019-05-17 2019-09-10 知量科技(深圳)有限公司 Trading strategies self-adapting regulation method based on market pattern
CN110503557A (en) * 2019-08-28 2019-11-26 中国银行股份有限公司 The monitoring method and device of policy information
CN110503556A (en) * 2019-08-28 2019-11-26 中国银行股份有限公司 The visual configuration method and device of trading strategies model
CN110689436A (en) * 2019-09-30 2020-01-14 北京九章云极科技有限公司 Strategy retest method and strategy retest system
CN111176635A (en) * 2019-12-09 2020-05-19 深圳市博思恒业信息技术有限公司 Modularized quantization system, execution method thereof and electronic equipment

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