Unified numerical and semantic analytics system for decision support
First Claim
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1. A method for responding to a query, the method comprising:
- performing the following with a processor;
receiving an original query for information related to an action affecting a public population;
extracting a first semantic query and a second semantic query from the original query, the first semantic query comprising a quantitative action term;
transforming, based upon semantic analysis of the quantitative action term, the first semantic query into a numeric model query;
determining semantic response data for the second semantic query based upon semantic analysis of unstructured data sources that comprise unstructured data pertaining to behaviors of the public population to determine response information for the original query;
determining numeric response data for the numeric model query based upon at least one mathematical model incorporating numeric data associated with the public population to determine response information for the original query; and
integrating the semantic response data and the numeric response data into an answer for the original query.
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Abstract
A system and method for responding to a query. An original query is received. A first semantic query and a second semantic query are extracted from the information of the original query. The first semantic query is transformed, based upon semantic analysis, into a numeric model query. The second semantic query is submitted to a semantic analyzer and the numeric model query is submitted to a numeric model analyzer. A response for the second semantic query and a response for the numeric model query are integrated into an answer for the original query.
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Citations
20 Claims
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1. A method for responding to a query, the method comprising:
performing the following with a processor; receiving an original query for information related to an action affecting a public population; extracting a first semantic query and a second semantic query from the original query, the first semantic query comprising a quantitative action term; transforming, based upon semantic analysis of the quantitative action term, the first semantic query into a numeric model query; determining semantic response data for the second semantic query based upon semantic analysis of unstructured data sources that comprise unstructured data pertaining to behaviors of the public population to determine response information for the original query; determining numeric response data for the numeric model query based upon at least one mathematical model incorporating numeric data associated with the public population to determine response information for the original query; and integrating the semantic response data and the numeric response data into an answer for the original query. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A system for responding to a query, the system comprising:
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a memory; a processor communicatively coupled to the memory, wherein the processor comprises; an instruction processor configured to; receive an original query for information related to an action affecting a public population; extract a first semantic query and a second semantic query from the original query, the first semantic query comprising a quantitative action term; transform, based upon semantic analysis of the quantitative action term, the first semantic query into a numeric model query; determine semantic response data for the second semantic query based upon semantic analysis of unstructured data sources that comprise unstructured data pertaining to behaviors of the public population to determine response information for the original query; determine numeric response data for the numeric model query based upon at least one mathematical model incorporating numeric data associated with the public population to determine response information for the original query; and integrate the semantic response data and the numeric response data into an answer for the original query. - View Dependent Claims (10, 11, 12, 13, 14)
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15. A computer program product for responding to a query, the computer program product comprising:
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a non-transitory storage device readable by a processing circuit and storing instructions for execution by the processing circuit for performing a method comprising; receiving an original query for information related to an action affecting a public population; extracting a first semantic query and a second semantic query from the original query, the first semantic query comprising a quantitative action term;
transforming, based upon semantic analysis of the quantitative action term, the first semantic query into a numeric model query;determining semantic response data for the second semantic query based upon semantic analysis of unstructured data sources that comprise unstructured data pertaining to behaviors of the public population to determine response information for the original query; determining numeric response data for the numeric model query based upon at least one mathematical model incorporating numeric data associated with the public population to determine response information for the original query; and integrating the semantic response data and the numeric response data into an answer for the original query. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification