{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-8521679","patent":{"patent_number":"US-8521679","title":"Classification recommendation based on social actions","assignee":null,"inventors":[],"filing_date":"2010-12-20T00:00:00.000Z","publication_date":"2013-08-27T00:00:00.000Z","cpc_codes":["G06Q"],"num_claims":20,"abstract":"Embodiments are directed towards employing a classifier to determine a classification for target media content using nominally factored social interaction attributes, the classifier being trained using a training dataset that includes at least one nominally factored social interaction attribute. The trained classifier determines a classification of the target media content based on nominally factored social interaction attributes obtained during a monitored social interaction with the target media content and one or more users. The classification may include identifying at least one genre for the media content, as well as predicting whether the media content will go viral or not. The classification may also be used to provide recommendation to the one or more users of other media content."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Classification recommendation based on social actions","description":"Embodiments are directed towards employing a classifier to determine a classification for target media content using nominally factored social interaction attributes, the classifier being trained usin","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-8521679","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-8521679","citation_suggestion":"Patentable. \"Classification recommendation based on social actions\" (US-8521679). https://patentable.app/patents/US-8521679","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-8521679","json":"https://patentable.app/api/llm-context/US-8521679","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T09:35:47.063Z"}