Sentiment calculus for a method and system using social media for event-driven trading
A sentiment calculator uses social media messages for the real-time evaluation of publicly assets, in particular traded equities and commodities wherein a sentiment is an integer computed based upon pairs of lexical items in local syntactic context. The sentiment calculator includes a mechanism for determining polarity in social media messages and a mechanism for determining a strength value of lexical items used in social media messages.
1. A sentiment calculator using social media messages for the real-time evaluation of publicly traded assets wherein a sentiment is a computed integer per asset comprising:
means for determining polarity in the social media messages based upon pairs of lexical items in local syntactic context; and
means for determining a strength value in the social media messages based upon the pairs of lexical items in local syntactic context.
2. The sentiment calculator according to claim 1 , wherein the polarity is identified as positive, negative or neutral.
3. The sentiment calculator according to claim 1 , wherein the strength value is an integer.
4. The sentiment calculator according to claim 1 , wherein the pairs of lexical items includes nominal lexical items relate to the assets and nominal, verbal or adjectival lexical items represent polarity and strength used to derive lexical sentiment.
5. The sentiment calculator according to claim 1 , wherein the assets include equities and commodities.
6. The sentiment calculator according to claim 1 , wherein the strength value is an integer, minimally ranging from 1 to 3.
7. The sentiment calculator according to claim 1 , wherein the means for determining polarity and the means for determining a strength value apply rules considering syntactic constituents in head-complement, modifier-modified, and subject-predicate relations.
8. The sentiment calculator according to claim 1 , wherein the means for determining polarity derives polarity of syntactic constituents in head-complement, modifier-modified, and subject-predicate relations.
9. The sentiment calculator according to claim 8 , wherein the means for determining a strength value derives strength of syntactic constituents by application of arithmetic operations.
10. The sentiment calculator according to claim 1 , wherein the means for determining a strength value derives strength of syntactic constituents by application of an arithmetic operation.
11. A method for calculating sentiment using social media messages for the real-time evaluation of publicly traded assets wherein a sentiment is an integer computed based upon pairs of lexical items in local syntactic context, comprising:
determining polarity in the social media messages based upon pairs of lexical items in local syntactic context; and
determining a strength value of the lexical items used in the social media messages.
12. A method according claim 11 , wherein the polarity is identified as positive, negative or neutral.
13. A method according claim 11 , wherein the strength value is an integer.
14. A method according claim 11 , wherein the pairs of lexical items includes nominal lexical items relate to assets and nominal, verbal or adjectival lexical items represent polarity and strength used to derive lexical sentiment.
15. A method according claim 11 , wherein the assets include equities and commodities.
16. A method according claim 11 , wherein the strength value is an integer, minimally ranging from 1 to 3.
17. A method according claim 11 , wherein the step of determining polarity and the step of determining a strength value include applying rules considering syntactic constituents in head-complement, modifier-modified, and subject-predicate relations.
18. A method according claim 11 , wherein the step of determining polarity includes deriving polarity of syntactic constituents in head-complement, modifier-modified, and subject-predicate relations.
19. A method according claim 18 , wherein the step of determining a strength value includes deriving strength of syntactic constituents by application of arithmetic operations.
20. A method according claim 11 , wherein the step of determining a strength value includes deriving strength of syntactic constituents by application of arithmetic operations.