Updating population language models based on changes made by user clusters

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United States of America Patent

PATENT NO 10176803
APP PUB NO 20170365253A1
SERIAL NO

15613939

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Abstract

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Technology for improving the predictive accuracy of input word recognition on a device by dynamically updating the lexicon of recognized words based on the word choices made by similar users. The technology collects users' vocabulary choices (e.g., words that each user uses, or adds to or removes from a word recognition dictionary), associates users who make similar choices, aggregates related vocabulary choices, filters the words, and sends words identified as likely choices for that user to the user's device. Clusters may include, for example, users in a particular location (e.g., sets of people who use words such as “Puyallup,” “Gloucester,” or “Waiheke”), users with a particular professional or hobby vocabulary, or application-specific vocabulary (e.g., word choices in map searches or email messages).

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Patent Owner(s)

Patent OwnerAddress
MICROSOFT TECHNOLOGY LICENSING LLCONE MICROSOFT WAY REDMOND WA 98052

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bradford, Ethan R Seattle, US 23 2172
Corston, Simon Seattle, US 8 379
Kay, David J Seattle, US 25 1810
McCray, Donni Seattle, US 10 240
Trnka, Keith Seattle, US 9 64

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