{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11481791","patent":{"patent_number":"US-11481791","title":"Method and apparatus for immediate prediction of performance of media content","assignee":null,"inventors":[],"filing_date":"2016-11-17T00:00:00.000Z","publication_date":"2022-10-25T00:00:00.000Z","cpc_codes":["G06Q","G06N","G06Q","G06N"],"num_claims":25,"abstract":"A computer-implement method of predicting commercial effectiveness of a piece of media content without collecting data from potential consumers. The method comprises extracting an information-rich content-based parameter from the media content. The parameter may be a vector having a predetermined, e.g. fixed, dimensionality that is designed as an input in a performance data prediction engine. By enabling the same type of parameter to be extracted from media content of different types and durations, the technique proposed allows media content for which performance data has already been gathered to be used to predict performance data for new media content. The prediction can be done based on a comparison of the content-based parameters extracted from media content. Alternatively, machine learning techniques may be used to generate a model using known performance data, whereby the model can use the content-based parameter from new media content to predict performance data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for immediate prediction of performance of media content","description":"A computer-implement method of predicting commercial effectiveness of a piece of media content without collecting data from potential consumers. The method comprises extracting an information-rich con","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11481791","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-11481791","citation_suggestion":"Patentable. \"Method and apparatus for immediate prediction of performance of media content\" (US-11481791). https://patentable.app/patents/US-11481791","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11481791","json":"https://patentable.app/api/llm-context/US-11481791","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:11:22.690Z"}