METHOD AND APPARATUS OF ANALYZING SOCIAL NETWORK DATA TO IDENTIFY A FINANCIAL MARKET TREND
First Claim
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1. A method comprising:
- (a) determining, via at least one computing device and for a financial market instrument, a number of messages of a plurality of messages occurring during a time span and containing a reference to the financial market instrument, the plurality of messages including messages from at least one social networking service;
(b) determining, via the at least one computing device and for the financial market instrument, a time span average, the time span average being a ratio of the determined number of messages occurring during the time span and containing the financial market instrument reference over a number of time intervals into which the time span is divided;
(c) determining, via the at least one computing device and for the financial market instrument, a message count for a selected time interval of the time intervals, the selected time interval'"'"'s message count indicating a number of the messages from the plurality of messages occurring during the selected time interval and containing the reference to the financial market instrument;
(d) determining, via the at least one computing device and for the financial market instrument, a percentage change using the selected time interval'"'"'s message count and the time span average;
(e) comparing, via the at least one computing device, a plurality of percentage changes corresponding to a plurality of financial market instruments including the financial market instrument, the comparing selecting a set of financial market instruments, each of the selected financial market instruments having a greater percentage change than unselected ones of the plurality of financial market instruments; and
(f) causing, via the at least one computing device, the financial market instrument reference of each of the selected financial market instruments to be available for presentation to one or more users.
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Abstract
In general, the present disclosure includes a system, method and architecture for use in analyzing content of a social network data to identify a financial market trend, e.g., a trend associated with a financial market instrument.
37 Citations
21 Claims
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1. A method comprising:
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(a) determining, via at least one computing device and for a financial market instrument, a number of messages of a plurality of messages occurring during a time span and containing a reference to the financial market instrument, the plurality of messages including messages from at least one social networking service; (b) determining, via the at least one computing device and for the financial market instrument, a time span average, the time span average being a ratio of the determined number of messages occurring during the time span and containing the financial market instrument reference over a number of time intervals into which the time span is divided; (c) determining, via the at least one computing device and for the financial market instrument, a message count for a selected time interval of the time intervals, the selected time interval'"'"'s message count indicating a number of the messages from the plurality of messages occurring during the selected time interval and containing the reference to the financial market instrument; (d) determining, via the at least one computing device and for the financial market instrument, a percentage change using the selected time interval'"'"'s message count and the time span average; (e) comparing, via the at least one computing device, a plurality of percentage changes corresponding to a plurality of financial market instruments including the financial market instrument, the comparing selecting a set of financial market instruments, each of the selected financial market instruments having a greater percentage change than unselected ones of the plurality of financial market instruments; and (f) causing, via the at least one computing device, the financial market instrument reference of each of the selected financial market instruments to be available for presentation to one or more users. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system comprising:
at least one computing device comprising one or more processors to execute and memory to store instructions to; (a) determine, for a financial market instrument, a number of messages of a plurality of messages occurring during a time span and containing a reference to the financial market instrument, the plurality of messages including messages from at least one social networking service; (b) determine, for the financial market instrument, a time span average, the time span average being a ratio of the determined number of messages occurring during the time span and containing the financial market instrument reference over a number of time intervals into which the time span is divided; (c) determine, for the financial market instrument, a message count for a selected time interval of the time intervals, the selected time interval'"'"'s message count indicating a number of the messages from the plurality of messages occurring during the selected time interval and containing the reference to the financial market instrument; (d) determine, for the financial market instrument, a percentage change using the selected time interval'"'"'s message count and the time span average; (e) compare a plurality of percentage changes corresponding to a plurality of financial market instruments including the financial market instrument, the comparing selecting a set of financial market instruments, each of the selected financial market instruments having a greater percentage change than unselected ones of the plurality of financial market instruments; and (f) cause the financial market instrument reference of each of the selected financial market instruments to be available for presentation to one or more users. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A computer readable non-transitory storage medium for tangibly storing thereon computer readable instructions that when executed cause at least one processor to:
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(a) determine, for a financial market instrument, a number of messages of a plurality of messages occurring during a time span and containing a reference to the financial market instrument, the plurality of messages including messages from at least one social networking service; (b) determine, for the financial market instrument, a time span average, the time span average being a ratio of the determined number of messages occurring during the time span and containing the financial market instrument reference over a number of time intervals into which the time span is divided; (c) determine, for the financial market instrument, a message count for a selected time interval of the time intervals, the selected time interval'"'"'s message count indicating a number of the messages from the plurality of messages occurring during the selected time interval and containing the reference to the financial market instrument; (d) determine, for the financial market instrument, a percentage change using the selected time interval'"'"'s message count and the time span average; (e) compare a plurality of percentage changes corresponding to a plurality of financial market instruments including the financial market instrument, the comparing selecting a set of financial market instruments, each of the selected financial market instruments having a greater percentage change than unselected ones of the plurality of financial market instruments; and (f) cause the financial market instrument reference of each of the selected financial market instruments to be available for presentation to one or more users. - View Dependent Claims (16, 17, 18, 19, 20, 21)
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Specification