{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11250337","patent":{"patent_number":"US-11250337","title":"Systems and methods for classifying media according to user negative propensities","assignee":null,"inventors":[],"filing_date":"2019-11-04T00:00:00.000Z","publication_date":"2022-02-15T00:00:00.000Z","cpc_codes":["G06N","G06N","G06F","G06N","G06N","G06N","G16H","G06N","G16H"],"num_claims":20,"abstract":"A system for classifying media according to user negative propensities, includes a computing device configured to identify a negative behavioral propensity associated with a human subject, generate, using a classification algorithm, a media theme classifier, wherein the media theme classifier inputs media items and outputs principal themes of the media items, receive a media item to be transmitted to a device operated by the human subject, identify, using the media theme classifier, a principal theme of the media item, and determine if the principle theme matches the negative behavioral propensity. Identifying the principal theme further includes extracting, from the media item, a plurality of media item content elements, classifying each content element of the plurality of media item content elements to a media item object of a plurality of media item objects using an object classifier, and inputting the plurality of objects to the media theme classifier."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for classifying media according to user negative propensities","description":"A system for classifying media according to user negative propensities, includes a computing device configured to identify a negative behavioral propensity associated with a human subject, generate, u","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11250337","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-11250337","citation_suggestion":"Patentable. \"Systems and methods for classifying media according to user negative propensities\" (US-11250337). https://patentable.app/patents/US-11250337","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11250337","json":"https://patentable.app/api/llm-context/US-11250337","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:37:00.630Z"}