The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 23, 2019
Filed:
Mar. 13, 2014
Aptima, Inc., Woburn, MA (US);
Kevin Durkee, Beavercreek, OH (US);
Scott Pappada, Fairborn, OH (US);
Andres Ortiz, Simi Valley, CA (US);
William DePriest, Dayton, OH (US);
John Feeney, Beavercrek, OH (US);
Alexandra Geyer, Winchester, MA (US);
Seamus Sullivan, Oakwood, OH (US);
Sterling Wiggins, Yellow Springs, OH (US);
Aptima, Inc., Woburn, MA (US);
Abstract
Computer based systems and methods for estimating a user state are disclosed. In some embodiments, the methods comprise inputting a first input at an intermittent interval and a second input at a frequent interval into a user state estimation model to estimate the user state. In some embodiments, the first inputs are enhanced by injecting a noise input to create a plurality of enhanced first inputs whereby the plurality of enhance first inputs correspond to the plurality of second inputs at the frequent interval. In some embodiments, the first input comprises a self-reported input and the second inputs comprise a physiological input, a performance input or a situational input. In some embodiments, a machine learning algorithm creates the state estimation model. In some embodiments, the state estimation model estimates a future user state. In some embodiments, a computer based system for estimating a user state is provided.