{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10536580","patent":{"patent_number":"US-10536580","title":"Recommendations based on feature usage in applications","assignee":null,"inventors":[],"filing_date":"2017-09-14T00:00:00.000Z","publication_date":"2020-01-14T00:00:00.000Z","cpc_codes":["H04M","H04L","H04L","H04M"],"num_claims":20,"abstract":"Some implementations provide a feature recommendation system that receives sequences from user sessions with applications, where each sequence is of features of the applications in an order the features were used by a user. The sequences are applied to a feature embedding model that learns semantic similarities between the features based on occurrences of the features in the sequences in a same user session. A request is received for a feature recommendation that identifies a feature of an application used by a given user in a user session. A recommended feature for the feature recommendation is determined from a set of the semantic similarities that are between the identified feature and others of the features. The feature recommendation is presented on a user device associated with the given user."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Recommendations based on feature usage in applications","description":"Some implementations provide a feature recommendation system that receives sequences from user sessions with applications, where each sequence is of features of the applications in an order the featur","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10536580","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-10536580","citation_suggestion":"Patentable. \"Recommendations based on feature usage in applications\" (US-10536580). https://patentable.app/patents/US-10536580","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10536580","json":"https://patentable.app/api/llm-context/US-10536580","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T11:18:56.500Z"}