Tracking differential changes in conformal data input sets
First Claim
1. A method comprising:
- receiving, by a processing device, a selection of a first series of interpolated input data and a second series of interpolated input data, wherein the first series of interpolated input data comprises a first set of variables contributing to a first output, and the second series of interpolated input data comprises a second set of variables contributing to a second output;
determining a differential change between each of the first set of variables of the first series of interpolated input data with a corresponding variable of the second set of variables of the second series of interpolated input data to produce a set of differential changes;
presenting a visual representation of the set of differential changes in a graphical user interface;
receiving user input of one or more criteria specifying a threshold to analyze the set of differential changes;
receiving user input, via the graphical user interface, manipulating one or more values of at least one of the first set of variables or the second set of variables, wherein the manipulating produces adjustments to one or more differential changes in the set of differential changes;
creating, by the processing device, an updated visual representation in the graphical user interface to present an alternate data set for at least one of the first series of interpolated input data and the second series of interpolated input data in view of the adjustments to the one or more differential changes; and
receiving, by the processing device, a user selection, via the graphical user interface, of the adjustments to the one or more differential changes as finalized adjustments, and a user selection of at least one of the first series of interpolated input data or the second series of interpolated input data presented in the updated visual representation as a finalized series of interpolated input data, wherein the finalized adjustments and the finalized series satisfy the one or more criteria.
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Abstract
Embodiments relate to systems and methods for tracking differential changes in conformal data input sets. A database can store sets of operational data, such as financial, medical, climate or other information. For given data, a portion of the input data can be known or predetermined, while for a second portion can be unknown and subject to interpolation. The interpolation engine can generate a conformal interpolation function and interpolated input sets that map to a set of target output data. The operator can access a view of known (or interpolated) input data to view one or more series of interpolated input data, and analyze the differential between those interpolated values. The operator can for instance apply a constraint or filter to view only those interpolated series whose maximum marginal difference for any variable is less that a given threshold, such as ten percent, and graphically navigate between different series.
76 Citations
20 Claims
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1. A method comprising:
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receiving, by a processing device, a selection of a first series of interpolated input data and a second series of interpolated input data, wherein the first series of interpolated input data comprises a first set of variables contributing to a first output, and the second series of interpolated input data comprises a second set of variables contributing to a second output; determining a differential change between each of the first set of variables of the first series of interpolated input data with a corresponding variable of the second set of variables of the second series of interpolated input data to produce a set of differential changes; presenting a visual representation of the set of differential changes in a graphical user interface; receiving user input of one or more criteria specifying a threshold to analyze the set of differential changes; receiving user input, via the graphical user interface, manipulating one or more values of at least one of the first set of variables or the second set of variables, wherein the manipulating produces adjustments to one or more differential changes in the set of differential changes; creating, by the processing device, an updated visual representation in the graphical user interface to present an alternate data set for at least one of the first series of interpolated input data and the second series of interpolated input data in view of the adjustments to the one or more differential changes; and receiving, by the processing device, a user selection, via the graphical user interface, of the adjustments to the one or more differential changes as finalized adjustments, and a user selection of at least one of the first series of interpolated input data or the second series of interpolated input data presented in the updated visual representation as a finalized series of interpolated input data, wherein the finalized adjustments and the finalized series satisfy the one or more criteria. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system comprising:
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a memory to store a first series of interpolated input data and a second series of interpolated input data, wherein the first series of interpolated input data comprises a first set of variables contributing to a first output, and the second series of interpolated input data comprises a second set of variables contributing to a second output; and a processing device, operatively coupled to the memory, to; receive a selection of the first series of interpolated input data and the second series of interpolated input data; determine a differential change between each of the first set of variables of the first series of interpolated input data with a corresponding variable of the second set of variables of the second series of interpolated input data to produce a set of differential changes; present a visual representation of the set of differential changes in a graphical user interface; receive user input of one or more criteria specifying a threshold to analyze the set of differential changes, receiving user input, via the graphical user interface, manipulating one or more values of at least one of the first set of variables or the second set of variables, wherein the manipulating produces adjustments to one or more differential changes in the set of differential changes; create an updated visual representation in the graphical user interface to present an alternate data set for at least one of the first series of interpolated input data and the second series of interpolated input data in view of the adjustments to the one or more differential changes; and receive a user selection, via the graphical user interface, of the adjustments to the one or more differential changes as finalized adjustments, and a user selection of at least one of the first series of interpolated input data or the second series of interpolated input data presented in the updated visual representation as a finalized series of interpolated input data, wherein the finalized adjustments and the finalized series satisfy the one or more criteria. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A non-transitory computer-readable medium having instructions encoded thereon which, when executed by a processing device, cause the processing device to:
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receive, by the processing device, a selection of a first series of interpolated input data and a second series of interpolated input data, wherein the first series of interpolated input data comprises a first set of variables contributing to a first output, and the second series of interpolated input data comprises a second set of variables contributing to a second output; determine a differential change between each of the first set of variables of the first series of interpolated input data with a corresponding variable of the second set of variables of the second series of interpolated input data to produce a set of differential changes; present a visual representation of the set of differential changes in a graphical user interface; receive user input of one or more criteria specifying a threshold to analyze the set of differential changes; receiving user input, via the graphical user interface, manipulating one or more values of at least one of the first set of variables or the second set of variables, wherein the manipulating produces adjustments to one or more differential changes in the set of differential changes; create, by the processing device, an updated visual representation in the graphical user interface to present an alternate data set for at least one of the first series of interpolated input data and the second series of interpolated input data in view of the adjustments to the one or more differential changes; and receive, by the processing device, a user selection, via the graphical user interface, of the adjustments to the one or more differential changes as finalized adjustments, and a user selection of at least one of the first series of interpolated input data or the second series of interpolated input data presented in the updated visual representation as a finalized series of interpolated input data, wherein the finalized adjustments and the finalized series satisfy the one or more criteria. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification