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1. (WO2017205104) TAILORING USER INTERFACE PRESENTATIONS BASED ON USER STATE

Pub. No.:    WO/2017/205104    International Application No.:    PCT/US2017/032779
Publication Date: Fri Dec 01 00:59:59 CET 2017 International Filing Date: Wed May 17 01:59:59 CEST 2017
IPC: G06F 9/44
G06F 3/01
Applicants: MICROSOFT TECHNOLOGY LICENSING, LLC
Inventors: GORDON, John C.
SHAHID, Khuram
Title: TAILORING USER INTERFACE PRESENTATIONS BASED ON USER STATE
Abstract:
Computer systems, methods, and storage media for tailoring a user interface to a user according to a determined user state and a determined interface context corresponding to the determined user state. The user interface is tailored by modifying the format of at least a portion of the interface, including modifying the content, layout of the content, presentation sequence, or visual display of the interface. A user interface includes a selectable formatting object for controlling the formatting of the user interface and for generating feedback data for training an ensemble learning component to enable more effective predictive formatting changes.