{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11516157","patent":{"patent_number":"US-11516157","title":"Machine learning facilitated drafting of response to communication","assignee":null,"inventors":[],"filing_date":"2021-09-30T00:00:00.000Z","publication_date":"2022-11-29T00:00:00.000Z","cpc_codes":["H04L","G06F","G06F","G06N","G06N","G06F"],"num_claims":20,"abstract":"One or more systems, computer-implemented methods and/or non-transitory computer-readable mediums are provided to facilitate a process to employ machine learning and selectable response options to respond to a communication from an identity. A system can comprise a processor, and a memory that stores computer executable instructions that, when executed by the processor, facilitate performance of operations. The operations can comprise determining a communication associated with a user identity, and, employing a machine learning model generated based on machine learning applied to one or more historical communications determined to have communicated respective intents, predicting an intent of the communication, and generating a set of one or more ranked response options corresponding to the intent, wherein the one or more response options of the set are ranked based on respective confidence levels individually determined for the one or more response options relative to the predicted intent."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine learning facilitated drafting of response to communication","description":"One or more systems, computer-implemented methods and/or non-transitory computer-readable mediums are provided to facilitate a process to employ machine learning and selectable response options to res","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11516157","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-11516157","citation_suggestion":"Patentable. \"Machine learning facilitated drafting of response to communication\" (US-11516157). https://patentable.app/patents/US-11516157","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11516157","json":"https://patentable.app/api/llm-context/US-11516157","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T18:14:51.984Z"}