{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11972471","patent":{"patent_number":"US-11972471","title":"Method and apparatus for user's food taste intelligence-based personalized recommendations using ontology and machine learning","assignee":null,"inventors":[],"filing_date":"2023-08-02T00:00:00.000Z","publication_date":"2024-04-30T00:00:00.000Z","cpc_codes":["G06Q","G06Q"],"num_claims":10,"abstract":"Provided are a method and apparatus for user's food taste intelligence-based personalized recommendations, wherein the method includes collecting evaluation information including an evaluation of each of a plurality of foods, calculating association scores of the foods on the basis of the evaluation information, and ontology-based information previously possessed for the foods, and recommending one or more foods on the basis of first behavioral information of a user and the association scores."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for user's food taste intelligence-based personalized recommendations using ontology and machine learning","description":"Provided are a method and apparatus for user's food taste intelligence-based personalized recommendations, wherein the method includes collecting evaluation information including an evaluation of each","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11972471","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-11972471","citation_suggestion":"Patentable. \"Method and apparatus for user's food taste intelligence-based personalized recommendations using ontology and machine learning\" (US-11972471). https://patentable.app/patents/US-11972471","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11972471","json":"https://patentable.app/api/llm-context/US-11972471","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T10:40:49.051Z"}