{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008156","patent":{"patent_number":"US-12008156","title":"Determining content values to render in a computer user interface based on user feedback and information","assignee":null,"inventors":[],"filing_date":"2018-09-12T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06V","G06V","G06V","G06V","G06V","G06F","G06N","G06N","G06V"],"num_claims":16,"abstract":"Provided are a computer program product, system, and method for determining content values to render in a computer user interface based on user feedback and information. Detection is made of a section of the document rendered in a computer user interface that the user is observing. A monitoring device detects user biometric data in response to detecting the section the user is observing. Input is provided to a machine learning module comprising the content value in the section the user is observing, the user biometric data, and personal information of the user. Output from the machine learning module indicates a likelihood that the user approved or disapproved of the content value in the section the user was observing. The output is used to determine whether to send a substitute content value of the plurality of content values to render in the section the user is observing."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Determining content values to render in a computer user interface based on user feedback and information","description":"Provided are a computer program product, system, and method for determining content values to render in a computer user interface based on user feedback and information. Detection is made of a section","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008156","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-12008156","citation_suggestion":"Patentable. \"Determining content values to render in a computer user interface based on user feedback and information\" (US-12008156). https://patentable.app/patents/US-12008156","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008156","json":"https://patentable.app/api/llm-context/US-12008156","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:22:03.701Z"}