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US 2003/0171931 A1Published application
System for creating user-dependent recognition models and for making those models accessible by a user
OwnerEric I-Chao Changinventor
Life of this patent
Estimating the term…
Abstract
The present invention trains a user recognition model for a user. A user enrollment input is received and one or more cohort models are identified from a set of possible cohort models. The cohort models are identified based on a similarity measure between the set of possible cohort models and the user enrollment input. Once the cohort models have been identified, a user model is generated based on data associated with the identified cohort models.
Claims20
A method of training a custom user input recognition model for a user, comprising:
- receiving a user-independent (UI) data corpus;
- receiving a user enrollment input;
- identifying cohort models from a set of possible cohort models based on a similarity measure indicative of similarity between the possible cohort models and the user enrollment input, at least some of the possible cohort models being derived from incrementally collected cohort data, collected in addition to the UI data corpus;
- and
- generating the custom UI recognition model based on the UI data corpus and the cohort models.
2 more elements
A system for generating a custom user input recognition model, comprising:
- an estimated model generator generating estimated possible cohort models from intermittently collected cohort data;
- a cohort selector selecting cohort models from the possible cohort models based on user enrollment data;
- and
- a custom model generator generating the custom user input recognition model based on data corresponding to the cohort model.
1 more element
Dependencies are inferred from the claim text.