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US 9,519,863 B2Granted
Method and apparatus for a predictive tracking device
AssigneeAlcatel Lucent
InventorYana Kane-Esrig
Life of this patent
Estimating the term…
Abstract
A predictive tracking method and apparatus utilizing objective and subjective data in order to predict user states is provided herein. For example, some such embodiments may allow a user to track their mood or health symptoms in relation to retrieved data regarding their environmental in order to reveal patterns that can help forecast and proactively manage mood or health symptoms.
Claims30
A method, comprising:
- at a processor and a digital data storage connected thereto, collecting a first training set of values of a user state for a first sequence of times and a second training set of values of an environmental state for a temporally overlapping second sequence of times;
- retrieving, by the processor in cooperation with the digital data storage, at least one forecasted value of the environmental state at a future time;
- and
- determining, by the processor in cooperation with the digital data storage, a value of the user state at the future time based on the retrieved value of the environmental state and the collected first and second training sets.
1 more element
An apparatus, comprising:
- a processor and a digital data storage connected thereto, the processor and the digital data storage configured to:
- collect a first training set of values of a user state for a first sequence of times and a second training set of values of an environmental state for a temporally overlapping second sequence of times;
- retrieve at least one forecasted value of the environmental state at a future time;
- and
- determine a value of the user state at the future time based on the retrieved value of the environmental state and the collected first and second training sets.
2 more elements
A digital data storage medium encoding a machine-executable program of instructions to perform a method, the method comprising:
- at a processor and a digital data storage connected thereto, collecting a first training set of values of a user state for a first sequence of times and a second training set of values of an environmental state for a temporally overlapping second sequence of times;
- retrieving, by the processor in cooperation with the digital data storage, at least one forecasted value of the environmental state at a future time;
- and
- determining, by the processor in cooperation with the digital data storage, a value of the user state at the future time based on the retrieved value of the environmental state and the collected first and second training sets.
1 more element
Dependencies are inferred from the claim text.