{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11243957","patent":{"patent_number":"US-11243957","title":"Self-organizing maps for adaptive individualized user preference determination for recommendation systems","assignee":null,"inventors":[],"filing_date":"2018-07-10T00:00:00.000Z","publication_date":"2022-02-08T00:00:00.000Z","cpc_codes":["G06F","G06F","G06Q","G06Q"],"num_claims":20,"abstract":"A computing device may include a memory configured to store instructions and a processor configured to execute the instructions to receive a selection of a content catalog item or a search query from a user; generate an input vector based on the selected content catalog item or the search query; and map the generated input vector onto one or more points on a self-organizing map associated with the user. The processor may be further configured to select a set of points within a particular distance of the one or more points; reverse map the selected set of points to a plurality of content catalog items using the self-organizing map associated with the user; and present one or more of the plurality of content catalog items to the user as recommended content catalog items for the user."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Self-organizing maps for adaptive individualized user preference determination for recommendation systems","description":"A computing device may include a memory configured to store instructions and a processor configured to execute the instructions to receive a selection of a content catalog item or a search query from ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11243957","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-11243957","citation_suggestion":"Patentable. \"Self-organizing maps for adaptive individualized user preference determination for recommendation systems\" (US-11243957). https://patentable.app/patents/US-11243957","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11243957","json":"https://patentable.app/api/llm-context/US-11243957","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:28:58.861Z"}