{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11276127","patent":{"patent_number":"US-11276127","title":"Recommending matches using machine learning","assignee":null,"inventors":[],"filing_date":"2021-03-04T00:00:00.000Z","publication_date":"2022-03-15T00:00:00.000Z","cpc_codes":["G06Q","G06N","G06N","G06N","G06N","G06F","G06N","G06N","G06N","G06Q","G06Q","G06V"],"num_claims":30,"abstract":"A system and method for recommending matches between persons are provided. Data processing is performed using artificial intelligence technology. A supervised machine learning engine is trained from empirical data about existing relationships which have been evaluated as to quality of the relationships. Quality of candidate relationships is calculated as an output of the supervised machine learning engine when provided input data of attributes of two candidate persons. Likelihood of a successful relationship between two candidate persons is predicted by comparing the calculated quality of the candidate relationship against a threshold. The prediction in this learning task may be made by a neural network. A user is notified of a candidate match that is likely to become a successful relationship."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Recommending matches using machine learning","description":"A system and method for recommending matches between persons are provided. Data processing is performed using artificial intelligence technology. A supervised machine learning engine is trained from e","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11276127","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-11276127","citation_suggestion":"Patentable. \"Recommending matches using machine learning\" (US-11276127). https://patentable.app/patents/US-11276127","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11276127","json":"https://patentable.app/api/llm-context/US-11276127","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:21:24.264Z"}