{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11297388","patent":{"patent_number":"US-11297388","title":"Systems and methods for deep recommendations using signature analysis","assignee":null,"inventors":[],"filing_date":"2019-11-27T00:00:00.000Z","publication_date":"2022-04-05T00:00:00.000Z","cpc_codes":["H04N","G06F","G06N","G06N","G06V","G06V","G06V","H04N","H04N","H04N","H04N","H04N","H04N","G06N","G06N"],"num_claims":20,"abstract":"Systems and methods are described herein for providing content item recommendations based on a video. Specifically, content item recommendations are provided using a machine learning model. The machine learning model is trained using feature vectors that are correlated to one another. The correlated feature vectors include information indicative of a texture and shape intensity of an image. Using the feature vectors (e.g., image or video signatures), a recommendation system improves content recommendation using analytic and quantitative characteristics derived from a frame of a content item rather than merely manually labeled bibliographic data (e.g., a genre or producer)."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for deep recommendations using signature analysis","description":"Systems and methods are described herein for providing content item recommendations based on a video. Specifically, content item recommendations are provided using a machine learning model. The machin","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11297388","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-11297388","citation_suggestion":"Patentable. \"Systems and methods for deep recommendations using signature analysis\" (US-11297388). https://patentable.app/patents/US-11297388","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11297388","json":"https://patentable.app/api/llm-context/US-11297388","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T09:14:47.763Z"}