SYSTEMS AND METHODS FOR ESTIMATING AND INTEGRATING MEASURES OF HUMAN COGNITIVE LOAD INTO THE BEHAVIOR OF COMPUTATIONAL APPLICATIONS AND SERVICES

Patent №

US 6,999,955

Granted

2006-02-14

Filed 2002

Owner

MICROSOFT CORPORATION

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10186135

The present invention relates to a system and methodology for extending and making more appropriate the interactive decisions made by automated services by taking into consideration estimates of the time required by users for the cognitive processing of problems, visualizations, and content based on several factors, including the competency and familiarity of the user with the output and nature of the sequences of output, the complexity of the output and overall tasks being considered, and the context of the user. The methods allow automated applications to control the rate at which the applications interact with users. Portions of automated services are controlled in view of limited human processor capabilities in design/operation of such services, and/or visualizations/output from the services (e.g., amount of dwell time provided/considered before a next automated sequence is displayed/invoked). Models can be formulated and utilized in conjunction with automated services such as automatically determining and pausing a period of time before a next sequence in a service is enabled or disabled. The models can also be employed to determine multiple dwells for comprehension, as a function of complexity of graphical/conceptual relationships, at different phases of an animation.

AI classification

AI hardware1.00
Planning1.00
Machine learning0.99
Knowledge representation0.99
Vision0.74
Natural language0.30
Speech0.10
Evolutionary computation0.02

Ownership

MICROSOFT CORPORATION

assignment · 130630526

Assignors

HORVITZ, ERIC J.

On an employer assignment, the assignors are typically the inventors.

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