US20220058736A1 - Method of computerized monitoring of investment trading and associated system - Google Patents
Method of computerized monitoring of investment trading and associated system Download PDFInfo
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- US20220058736A1 US20220058736A1 US17/519,349 US202117519349A US2022058736A1 US 20220058736 A1 US20220058736 A1 US 20220058736A1 US 202117519349 A US202117519349 A US 202117519349A US 2022058736 A1 US2022058736 A1 US 2022058736A1
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- 238000000034 method Methods 0.000 title claims abstract description 16
- 238000012544 monitoring process Methods 0.000 title abstract description 10
- 230000000694 effects Effects 0.000 claims description 8
- 238000010586 diagram Methods 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 238000001514 detection method Methods 0.000 description 2
- 230000001154 acute effect Effects 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 238000003909 pattern recognition Methods 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
- G06Q40/04—Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q10/00—Administration; Management
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- G06Q10/063—Operations research, analysis or management
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- G06Q—INFORMATION 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
- G06Q10/00—Administration; Management
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- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
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- G06Q—INFORMATION 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
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
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- G—PHYSICS
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- G06Q—INFORMATION 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
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- G06Q—INFORMATION 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
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
- G06Q40/06—Asset management; Financial planning or analysis
Definitions
- the present invention relates to a method and associated system for computerized monitoring of investment trading and more specifically it relates to a system which as to a specific trader and a specific investment obtains current information regarding selected trading parameters and compares it with historic trading data regarding the same and applies rules to determine if a violation of the rules has occurred.
- the present invention has met the above described need. It provides a method by which computerized monitoring of investment trading may be accomplished in a rapid, efficient and accurate manner by providing historic trading data for a specific trader, selecting a plurality of trading parameters for the specific trader and obtaining current information regarding those selected parameters followed by reviewing the current information and/or the historic trading data and then determining whether any of the rules employed in the method have been violated based upon the current information and historic trading data.
- the rules are applied to the current information and the historic trading data after comparison of the two categories of information. In the event of a violation of the rules, an appropriate alarm report is emitted.
- the method and system may advantageously be employed in monitoring a specific trader with respect to a specific investment such as a mutual fund, for example, to determine whether improper market timing has occurred.
- the computerized system of the present invention includes the data receiving interface for receiving trading data and organizing it according to the specific trader and specific investment.
- a server is structured to receive the organized trader- and investment-specific data from the receiving interface as well as providing an historical data unit to deliver data to the server.
- the server is structured to receive rules which govern permissible conduct and to compare the rules with the current information and historic data in making a determination as to whether a departure from acceptable trading conduct has occurred.
- FIG. 1 is a flow diagram showing a form of method of the present invention.
- FIG. 2 is a schematic diagram illustrating a form of computerized apparatus of the present invention.
- investment shall expressly include, but not be limited to, mutual funds, common and preferred shares of stock, whether listed on an exchange or not, high-yield corporate bonds and high-grade corporate bonds, municipal bonds, United States bills, notes and bonds, mortgage-related investments and short-term securities such as commercial paper, banker's acceptances, repurchase agreements and supporting currencies.
- trading parameters means one or more units of information relevant to investment trading in one or more investment products and shall expressly include but not be limited to transaction date, transaction time, price, product identity, trader identity, investment identity, trading volume and investment price history.
- historical trading data means as to a specific trader, specific details regarding the trading record of that trader in respect of both sales and purchases including but not limited to the investment, the number and value of the specific investment, as to each trade the investment date and amount, with respect to sales, profit both before and after commissions and with respect to investments held, the return on investment before commissions, after commissions and annualized, patterns of trading, profitable trades, elapsed time between trades, number of market timing trades, trader trading history, dollar volume of market timing trades, percentage of market timing trades to all trades, trading patterns and selected critical days.
- sub account or “detail account” shall mean trader account information which may include one or more of the following: shareholder registration information, broker information, holding information and asset position information.
- omnibus account refers to a large group of investors that are reported as a single account and an “omnibus trade” is a trade against an omnibus account.
- a “detail trade” is a trade against a detail account.
- the present invention provides means for isolating a trader and specific investment.
- trader embraces not only an individual trader who is the holder of an account, but also others to be monitored in a similar manner in respect of trading activity such as brokers, account representatives and account managers, for example. It includes generating a database of historical trading data regarding the specific trader as well as obtaining current information on a plurality of trading parameters which can be compared with the historical data. The trading parameters are preferably selected to correspond to the rules employed. Automated application of rules is employed to determine if a violation of the rules, such as market timing activity, has occurred with appropriate communications being emitted when such departure from rules has been determined to exist.
- a preferred form of the method of the invention is illustrated in the flow diagram of FIG. 1 wherein a plurality of data packets represented by trading parameters 1 - n , trading reference numbers 4 , 6 , 8 , 10 are all processed 20 to provide current trading information regarding a specific trader.
- This information is not only delivered to the historic data for combination therewith 24 at 26 , but also is subjected to a comparison between the current information and the historic trading data 30 .
- This information is then subjected to application of the rules in order to determine if a departure from the rules exists.
- the rules 36 which govern the method of evaluation or detection may be revised by the user or others permitted to do so 38 and then are provided in their current form for the comparison 34 .
- the next block indicates the issue of whether a rules violation has occurred 44 .
- While the preferred practice of the invention involves making a comparison of the current information with the historic trading data, in some instances one may avoid the comparison and employ solely the current information or historic trading data in applying the rules.
- the rules 36 may be modified and corresponding changes made in the trading parameters 4 , 6 , 8 , 10 to facilitate efficient monitoring.
- historic trading data contains information regarding patterns of trading, times of trading, particular critical days and relationship to trading as well as the foregoing summarized information.
- Some of the rules may relate to preferred practices of a user such as a mutual fund, brokerage, broker, dealer, government agencies, or others involved in the investment community, while others might relate to determination of improper conduct such as market timing.
- Sources of trading data 70 , 72 , 74 , 76 which are structured to provide trading parameters with respect to a specific trader and specific investment, deliver data to the interface 80 which processes the current trading parameter data for the specific trader and delivers it to the server 86 .
- Server 86 also receives historic trading data from historic data unit 90 and the rules form rules unit 92 .
- the server 86 compares the current trading parameter data with the historic trading data which is then evaluated in respect of the rules with information being emitted through interface 96 to update the historic data unit 90 and to deliver information to the user as by terminals 100 , 102 as well as providing a storage unit 104 . If desired, storage can be within the server 76 .
- a user may access the information in a conventional manner.
- the server 86 may be structured to conduct statistical, probabilistic, heuristic, pattern-matching analysis of data in order to detect events of interest in respect of the trading activity of the selected trader with respect to one or more of his or her investments.
- the system preferably has within the server 86 the capability of delivering results through at least one of the group consisting of html, xml, xbrl, spreadsheets and comma-separated files.
- the invention may be structured to permit or prohibit an end user's viewing in a report or other format underlying detail trades or the omnibus trade.
- the method and system of the present invention can monitor sub accounts (detail accounts) and omnibus accounts including detection of market timing with respect to each.
- the present invention provides a method and associated apparatus for the efficient, rapid and accurate processing of current trading parameter or trading data in respect of a specific trader and a specific investment, automated comparison of the same with the corresponding historical trading data followed by an application of rules to the same to determine whether there has been a departure from the rules and responsive action if such is found to exist.
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Abstract
A method of computerized monitoring of investment trading includes providing historic trading data for a specific trader, selecting a plurality of trading parameters for the specific trader and obtaining current information regarding the selected parameters, and/or providing historic trading data and applying rules to the current information and/or historic trading data to determine if a rules violation has occurred. The system may be employed to monitor whether market timing of mutual fund investments has occurred. A corresponding computerized system is disclosed.
Description
- This application is a continuation of U.S. application Ser. No. 10/860,714, filed Jun. 3, 2004, which claims the benefit under 35 U.S.C. 119(e) of U.S. Provisional Application Ser. No. 60/564,848, filed Apr. 23, 2004, all of which are hereby incorporated by reference herein in their entirety for all purposes.
- The present invention relates to a method and associated system for computerized monitoring of investment trading and more specifically it relates to a system which as to a specific trader and a specific investment obtains current information regarding selected trading parameters and compares it with historic trading data regarding the same and applies rules to determine if a violation of the rules has occurred.
- It has long been known to employ computerized systems to process data, store the same and provide for output and various formats as desired. It is also been known to use the same for investment purposes. See, for example, U.S. Pat. Nos. 5,749, 077 and 5,893,079.
- In recent years, the need for a system to provide more effective and timely monitoring of investment activities has become acute. More specifically, numerous instances of improper conduct have resulted from “market timing” in the trading of mutual funds. For example, individuals have been known to engage in frequent purchases of mutual funds in large quantities at an early phase of an upward movement of the market and selling the same after a brief elapsed period as the market moves upward. The frequency of such transactions has reached the point in many instances of being burdensome on the mutual fund. The mutual fund must at times be forced to sell investment securities at a less than preferred time in order to reimburse such traders for their sizable redemptions. Also, the increased trading volume increases the mutual fund's transaction costs. This results in smaller investors being hurt as the market timing traders deprive the mutual fund of doing the most efficient job of maximizing the return for other investors. In addition, there have been instances of late trading involving transactions which were permitted to occur illegally after the market had closed, thereby permitting the individuals engaging such trading to take advantage of late-breaking news in anticipation of the response by the market upon opening the next day.
- There remains, therefore, a real and substantial need for an effective automated system which can monitor on a rapid and reliable basis improper market timing behavior.
- The present invention has met the above described need. It provides a method by which computerized monitoring of investment trading may be accomplished in a rapid, efficient and accurate manner by providing historic trading data for a specific trader, selecting a plurality of trading parameters for the specific trader and obtaining current information regarding those selected parameters followed by reviewing the current information and/or the historic trading data and then determining whether any of the rules employed in the method have been violated based upon the current information and historic trading data. In a preferred embodiment, the rules are applied to the current information and the historic trading data after comparison of the two categories of information. In the event of a violation of the rules, an appropriate alarm report is emitted.
- The method and system may advantageously be employed in monitoring a specific trader with respect to a specific investment such as a mutual fund, for example, to determine whether improper market timing has occurred.
- Various forms of trading parameters including pattern recognition are provided as a preferred means for monitoring such activity.
- The computerized system of the present invention includes the data receiving interface for receiving trading data and organizing it according to the specific trader and specific investment. A server is structured to receive the organized trader- and investment-specific data from the receiving interface as well as providing an historical data unit to deliver data to the server. The server is structured to receive rules which govern permissible conduct and to compare the rules with the current information and historic data in making a determination as to whether a departure from acceptable trading conduct has occurred.
- It is an object of the present invention to provide a computerized method and system for efficiently, accurately and promptly monitoring selected trading parameters in order to determine if a violation from the rules has occurred.
- It is another object of the present invention to provide such a system which is structured to focus on a specific trader and within that specific trader's activities a specific investment and the trader's conduct with respect to the same over a period of time.
- It is another object of the present invention to permit the rules to be revised by the user so as to alter the standards.
- These and other objects of the invention will be more fully understood from the following description of the invention with reference to the drawings appended hereto.
-
FIG. 1 is a flow diagram showing a form of method of the present invention. -
FIG. 2 is a schematic diagram illustrating a form of computerized apparatus of the present invention. - As employed herein, the term “investments” shall expressly include, but not be limited to, mutual funds, common and preferred shares of stock, whether listed on an exchange or not, high-yield corporate bonds and high-grade corporate bonds, municipal bonds, United States bills, notes and bonds, mortgage-related investments and short-term securities such as commercial paper, banker's acceptances, repurchase agreements and supporting currencies.
- As employed herein, the term “trading parameters” means one or more units of information relevant to investment trading in one or more investment products and shall expressly include but not be limited to transaction date, transaction time, price, product identity, trader identity, investment identity, trading volume and investment price history.
- As employed herein, the term “historic trading data” means as to a specific trader, specific details regarding the trading record of that trader in respect of both sales and purchases including but not limited to the investment, the number and value of the specific investment, as to each trade the investment date and amount, with respect to sales, profit both before and after commissions and with respect to investments held, the return on investment before commissions, after commissions and annualized, patterns of trading, profitable trades, elapsed time between trades, number of market timing trades, trader trading history, dollar volume of market timing trades, percentage of market timing trades to all trades, trading patterns and selected critical days.
- As employed herein, reference to “sub account” or “detail account” shall mean trader account information which may include one or more of the following: shareholder registration information, broker information, holding information and asset position information.
- As employed herein, “omnibus account” refers to a large group of investors that are reported as a single account and an “omnibus trade” is a trade against an omnibus account.
- As employed herein, a “detail trade” is a trade against a detail account.
- The present invention provides means for isolating a trader and specific investment. The term “trader” embraces not only an individual trader who is the holder of an account, but also others to be monitored in a similar manner in respect of trading activity such as brokers, account representatives and account managers, for example. It includes generating a database of historical trading data regarding the specific trader as well as obtaining current information on a plurality of trading parameters which can be compared with the historical data. The trading parameters are preferably selected to correspond to the rules employed. Automated application of rules is employed to determine if a violation of the rules, such as market timing activity, has occurred with appropriate communications being emitted when such departure from rules has been determined to exist.
- A preferred form of the method of the invention is illustrated in the flow diagram of
FIG. 1 wherein a plurality of data packets represented by trading parameters 1-n,trading reference numbers historic trading data 30. This information is then subjected to application of the rules in order to determine if a departure from the rules exists. Therules 36 which govern the method of evaluation or detection may be revised by the user or others permitted to do so 38 and then are provided in their current form for thecomparison 34. The next block indicates the issue of whether a rules violation has occurred 44. If the answer is “no”, that is theend 48 of that cycle of the process. If the answer is “yes”, then an alarm report is delivered 50 and the existence of this departure is delivered to the historic data 29 for thespecific trader 24. This cycle is repeated 60 with a predetermined frequency as determined by the user. - While the preferred practice of the invention involves making a comparison of the current information with the historic trading data, in some instances one may avoid the comparison and employ solely the current information or historic trading data in applying the rules.
- The
rules 36 may be modified and corresponding changes made in thetrading parameters - It will be appreciated that the historic trading data contains information regarding patterns of trading, times of trading, particular critical days and relationship to trading as well as the foregoing summarized information.
- Some of the rules may relate to preferred practices of a user such as a mutual fund, brokerage, broker, dealer, government agencies, or others involved in the investment community, while others might relate to determination of improper conduct such as market timing.
- Referring to
FIG. 2 , there is shown apparatus employable with the present invention. Sources oftrading data interface 80 which processes the current trading parameter data for the specific trader and delivers it to theserver 86.Server 86 also receives historic trading data fromhistoric data unit 90 and the rulesform rules unit 92. Theserver 86 compares the current trading parameter data with the historic trading data which is then evaluated in respect of the rules with information being emitted throughinterface 96 to update thehistoric data unit 90 and to deliver information to the user as byterminals storage unit 104. If desired, storage can be within theserver 76. - Also, apart from the reports which may have any desired format and content and which are emitted from the
server 86 throughinterface 96, a user may access the information in a conventional manner. - Various forms of reports may be employed and the information may be provided in such a manner that multiple information units can be provided on a single terminal screen. Also, if desired, hard copy may be obtained by a conventional printer.
- The
server 86 may be structured to conduct statistical, probabilistic, heuristic, pattern-matching analysis of data in order to detect events of interest in respect of the trading activity of the selected trader with respect to one or more of his or her investments. - The system preferably has within the
server 86 the capability of delivering results through at least one of the group consisting of html, xml, xbrl, spreadsheets and comma-separated files. - The invention may be structured to permit or prohibit an end user's viewing in a report or other format underlying detail trades or the omnibus trade.
- While a primary focus herein in respect of monitoring for “market timing” has been on mutual fund transactions as this is currently a major problem, the invention is equally applicable with respect to other “investments” as defined herein.
- The method and system of the present invention can monitor sub accounts (detail accounts) and omnibus accounts including detection of market timing with respect to each.
- It will be appreciated therefore that the present invention provides a method and associated apparatus for the efficient, rapid and accurate processing of current trading parameter or trading data in respect of a specific trader and a specific investment, automated comparison of the same with the corresponding historical trading data followed by an application of rules to the same to determine whether there has been a departure from the rules and responsive action if such is found to exist.
- Whereas particular embodiments of the invention have been disclosed herein for purposes of illustration, it will be evident to those skilled in the art that numerous variations of the details may be made without departing from the invention as defined in the appended claims.
Claims (2)
1. A computerized system comprising:
at least one computer having a computer tangible readable medium having stored thereon software instructions executable by a processor of the computer, comprising:
code to provide at least one rule to determine at least one violation of the at least one rule, wherein the at least one violation is capable of having at least one a negative effect;
code to process, obtained data to identify current data for the at least one first specific user;
code to obtain historic data for at least one first specific user;
code to determine at least one first violation in at least one activity of the at least one first specific user, based at least in part on:
comparing at least first portion of the identified current data for the at least one first specific user, at least second portion of the obtained historic data for the at least one first specific user, or any combination thereof, with the at least one rule having a timing condition; and
code to output the determined at least one first violation of the at least one rule.
2. The computerized system of claim 1 , further comprising code to compare both the at least first portion of the identified current data for the at least one first specific user and the at least second portion of the obtained historic data for the at least one first specific user with the at least one rule.
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US14/136,546 US20140108230A1 (en) | 2004-04-23 | 2013-12-20 | Method of computerized monitoring of investment trading and associated system |
US14/539,306 US20150073971A1 (en) | 2004-04-23 | 2014-11-12 | Method of computerized monitoring of investment trading and associated system |
US14/819,820 US20160098797A1 (en) | 2004-04-23 | 2015-08-06 | Method of computerized monitoring of investment trading and associated system |
US15/196,804 US20160307271A1 (en) | 2004-04-23 | 2016-06-29 | Method of computerized monitoring of investment trading and associated system |
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US17/519,349 US20220058736A1 (en) | 2004-04-23 | 2021-11-04 | Method of computerized monitoring of investment trading and associated system |
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US8214279B2 (en) * | 2004-04-23 | 2012-07-03 | Access Data Corporation | Method of computerized monitoring of investment trading and associated system |
US20060036526A1 (en) * | 2004-08-13 | 2006-02-16 | The Bank Of New York | Cash flow monitoring mechanism and methodology |
US20060036525A1 (en) * | 2004-08-13 | 2006-02-16 | The Bank Of New York | Regulation compliance monitoring, reporting and documentation support system |
US7835976B2 (en) * | 2005-03-03 | 2010-11-16 | Mbox Llc | Financial management system and related methods |
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US7657474B1 (en) * | 2003-03-04 | 2010-02-02 | Mantas, Inc. | Method and system for the detection of trading compliance violations for fixed income securities |
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