{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9781243","patent":{"patent_number":"US-9781243","title":"Optimizing wearable device settings using machine learning","assignee":null,"inventors":[],"filing_date":"2016-06-27T00:00:00.000Z","publication_date":"2017-10-03T00:00:00.000Z","cpc_codes":["G06F","A61B","G06N","H04B","H04L","H04M","H04M","H04W","H04W","H04W"],"num_claims":24,"abstract":"Techniques for optimizing wearable device settings using machine learning are described. A mobile device may receive, from a wearable device (such as a wristwatch), sensor data corresponding to a reaction of a user wearing the wearable device to an output modality produced by the wearable device. The mobile device may solicit user feedback for the output modality produced by the wearable device. The mobile device may receive, via a sensor set, user feedback data corresponding to a user feedback for the output modality. The mobile device may upload the sensor data and the user feedback data to a cloud-based application. The mobile device may receive a knowledge package, including a classification algorithm trained using the sensor data and the user feedback data, from the cloud-based application. Finally, the mobile device may send the knowledge package to the wearable device."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Optimizing wearable device settings using machine learning","description":"Techniques for optimizing wearable device settings using machine learning are described. A mobile device may receive, from a wearable device (such as a wristwatch), sensor data corresponding to a reac","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9781243","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-9781243","citation_suggestion":"Patentable. \"Optimizing wearable device settings using machine learning\" (US-9781243). https://patentable.app/patents/US-9781243","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9781243","json":"https://patentable.app/api/llm-context/US-9781243","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T15:38:18.566Z"}