{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11461634","patent":{"patent_number":"US-11461634","title":"Generating homogenous user embedding representations from heterogeneous user interaction data using a neural network","assignee":null,"inventors":[],"filing_date":"2018-10-02T00:00:00.000Z","publication_date":"2022-10-04T00:00:00.000Z","cpc_codes":["G06N","G06N","G06F","G06N","G06N","G06Q"],"num_claims":19,"abstract":"The present disclosure relates to systems, non-transitory computer-readable media, and methods for generating user embeddings utilizing an interaction-to-vector neural network. For example, a user embeddings system transforms unorganized data of user interactions with content items into structured user interaction data. Further, the user embeddings system can utilize the structured user interaction data to train a neural network in a semi-supervised manner and generate uniform vectorized user embeddings for each of the users."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Generating homogenous user embedding representations from heterogeneous user interaction data using a neural network","description":"The present disclosure relates to systems, non-transitory computer-readable media, and methods for generating user embeddings utilizing an interaction-to-vector neural network. For example, a user emb","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11461634","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-11461634","citation_suggestion":"Patentable. \"Generating homogenous user embedding representations from heterogeneous user interaction data using a neural network\" (US-11461634). https://patentable.app/patents/US-11461634","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11461634","json":"https://patentable.app/api/llm-context/US-11461634","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:59:10.599Z"}