{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12002082","patent":{"patent_number":"US-12002082","title":"Method, medium, and system for providing trait-focused recommendations of computer applications","assignee":null,"inventors":[],"filing_date":"2021-09-15T00:00:00.000Z","publication_date":"2024-06-04T00:00:00.000Z","cpc_codes":["G06Q","G06F","G06Q"],"num_claims":20,"abstract":"Systems, methods and computer readable medium are provided for receiving a first set of recommendations of computer applications from a recommendations engine having an input layer, at least one hidden layer and an output layer, the recommendations generated based on a set of input features characterizing an entity; identifying a commonality among at least some recommendations for defining a priority trait for the entity; associating the priority trait with at least one priority feature from the set of input features; generating a modification for modifying at least one of: the set of input features provided as input to the recommendations engine to emphasize those features associated with the priority feature, or at least one weight of the hidden layer in the recommendations engine to bias selection of the priority feature; providing the modification to the recommendations engine to generate a second set of recommendations for display on a computing device."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method, medium, and system for providing trait-focused recommendations of computer applications","description":"Systems, methods and computer readable medium are provided for receiving a first set of recommendations of computer applications from a recommendations engine having an input layer, at least one hidde","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12002082","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-12002082","citation_suggestion":"Patentable. \"Method, medium, and system for providing trait-focused recommendations of computer applications\" (US-12002082). https://patentable.app/patents/US-12002082","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12002082","json":"https://patentable.app/api/llm-context/US-12002082","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:45:54.050Z"}