Systems and methods for utilizing social media data to automatically execute a resource transaction

Abstract

Systems and methods for using analyzed social media data to predict a forward resource market and automatically execute a resource transaction accordingly. An example system may include a machine having a resource requirement and a controller. The controller may include: a resource requirement circuit to determine an amount of a resource needed; a social media data circuit to interpret data from social media data sources; a forward resource market circuit to access a forward resource market; and a market forecasting circuit to predict a forward market price of the resource in response to the interpreted social media data. A resource distribution circuit may execute a resource transaction on the forward resource market in response to the determined amount of the resource and the predicted forward market price.

What is claimed is: 
     
         1 . A transaction-enabling system, comprising:
 a machine having at least one of a compute task requirement, a networking task requirement, and an energy consumption task requirement; and   a controller, comprising:
 a resource requirement circuit structured to determine an amount of a resource for the machine to service at least one of the compute task requirement, the networking task requirement, and the energy consumption task requirement; 
 a social media data circuit structured to interpret data from a plurality of social media data sources; 
 a forward resource market circuit structured to access a forward resource market; 
 a market forecasting circuit structured to predict a forward market price of the resource on the forward resource market in response to the interpreted data; and 
 a resource distribution circuit structured to execute a transaction of the resource on the forward resource market in response to the determined amount of the resource and the predicted forward market price of the resource. 
   
     
     
         2 . The transaction-enabling system of  claim 1 , wherein the resource comprises a spectrum allocation resource, and wherein the forward resource market comprises a forward market for spectrum allocation. 
     
     
         3 . The transaction-enabling system of  claim 1 , wherein the resource comprises an energy credit resource, and wherein the forward resource market comprises a forward market for energy credits. 
     
     
         4 . The transaction-enabling system of  claim 1 , wherein the resource comprises an energy resource, and wherein the forward resource market comprises a forward market for energy. 
     
     
         5 . The transaction-enabling system of  claim 1 , wherein the transaction of the resource on the forward resource market comprises one of buying or selling the resource. 
     
     
         6 . The transaction-enabling system of  claim 1 , wherein the market forecasting circuit further comprises at least one of a machine learning component, an artificial intelligence component, or a neural network component. 
     
     
         7 . The transaction-enabling system of  claim 1 , wherein the resource distribution circuit is further structured to adaptively improve one of an output value of the machine or a cost of operation of the machine using executed transactions on the forward resource market. 
     
     
         8 . The transaction-enabling system of  claim 7 , wherein the resource distribution circuit further comprises at least one of a machine learning component, an artificial intelligence component, or a neural network component. 
     
     
         9 . The transaction-enabling system of  claim 1 , wherein the interpreted data relates to a human behavior indicative of an increasing energy demand. 
     
     
         10 . The transaction-enabling system of  claim 1 , wherein the interpreted data relates to an indicator on social media that relates to a forward market price. 
     
     
         11 . The transaction-enabling system of  claim 10 , wherein the indicator is at least one of a conversation type, a keyword occurrence, a sharing of topic indicators, or an event indicator. 
     
     
         12 . A method, comprising:
 determining an amount of a resource for a machine to service at least one of a compute task requirement, a networking task requirement, and an energy consumption task requirement;   interpreting data from a plurality of social media data sources;   accessing a forward resource market;   predicting a forward market price of the resource on the forward resource market in response to the plurality of social media data sources; and   executing a transaction of the resource on the forward resource market in response to the determined amount of the resource and the predicted forward market price of the resource.   
     
     
         13 . The method of  claim 12 , wherein the resource comprises a spectrum allocation resource, and wherein the forward resource market comprises a forward market for spectrum allocation. 
     
     
         14 . The method of  claim 12 , wherein the resource comprises an energy credit resource, and wherein the forward resource market comprises a forward market for energy credits. 
     
     
         15 . The method of  claim 12 , wherein the resource comprises an energy resource, and wherein the forward resource market comprises a forward market for energy. 
     
     
         16 . The method of  claim 12 , wherein executing the transaction of the resource on the forward resource market comprises one of buying or selling the resource. 
     
     
         17 . The method of  claim 12 , further comprising adaptively improving one of an output value of the machine or a cost of operation of the machine using executed transactions on the forward resource market. 
     
     
         18 . The method of  claim 12 , wherein the interpreted data relates to a human behavior indicative of an increasing energy demand. 
     
     
         19 . The method of  claim 12 , wherein the interpreted data relates to an indicator on social media that relates to a forward market price. 
     
     
         20 . The method of  claim 19 , wherein the indicator is at least one of a conversation type, a keyword occurrence, a sharing of topic indicators, or an event indicator.