{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11500524","patent":{"patent_number":"US-11500524","title":"Automatic generation of preferred views for personal content collections","assignee":null,"inventors":[],"filing_date":"2020-01-27T00:00:00.000Z","publication_date":"2022-11-15T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N"],"num_claims":18,"abstract":"A computer system obtains access to a content collection that includes a plurality of content items. For each of the content items, the computer system determines user access history and context associated with the access history. The system builds a classifier characterizing a user access pattern of the content items. The system constantly monitors in real-time environmental parameters of the user. It infers a current context of the user based on the environmental parameters. In accordance with the current context, for each of the content items, the system extracts numeric feature values, evaluates the item using the classifier, and determines a score for the item. The system identifies in real-time a subset of the content items that is most relevant to the current context. The system further generates a preferred view of the subset and causes the preferred view to be delivered to a mobile device."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Automatic generation of preferred views for personal content collections","description":"A computer system obtains access to a content collection that includes a plurality of content items. For each of the content items, the computer system determines user access history and context assoc","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11500524","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-11500524","citation_suggestion":"Patentable. \"Automatic generation of preferred views for personal content collections\" (US-11500524). https://patentable.app/patents/US-11500524","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11500524","json":"https://patentable.app/api/llm-context/US-11500524","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T20:35:59.469Z"}