{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10540678","patent":{"patent_number":"US-10540678","title":"Data processing methods for predictions of media content performance","assignee":null,"inventors":[],"filing_date":"2017-07-18T00:00:00.000Z","publication_date":"2020-01-21T00:00:00.000Z","cpc_codes":["G06Q","G06F","G06N","G06N","G06Q","G06Q","G06Q"],"num_claims":19,"abstract":"Methods and systems of predicting performance data for a piece of media content that is consumable by a user at a client device are provided. In one or more embodiments, the method collects raw input data, such as from a webcam, indicative of a user's response to the media content as the user watches the content. The data is processed to extract and obtain a series of head pose signals and facial expression signals, which is then input to a classification model. The model maps the performance data of the media content over time in response to the signals evaluated by the method to produce a prediction of the performance of the piece of media content."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Data processing methods for predictions of media content performance","description":"Methods and systems of predicting performance data for a piece of media content that is consumable by a user at a client device are provided. In one or more embodiments, the method collects raw input ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10540678","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-10540678","citation_suggestion":"Patentable. \"Data processing methods for predictions of media content performance\" (US-10540678). https://patentable.app/patents/US-10540678","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10540678","json":"https://patentable.app/api/llm-context/US-10540678","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T21:23:16.872Z"}