{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11989777","patent":{"patent_number":"US-11989777","title":"Pairing and grouping user profiles accessed from pre-current systems","assignee":null,"inventors":[],"filing_date":"2022-04-05T00:00:00.000Z","publication_date":"2024-05-21T00:00:00.000Z","cpc_codes":["G06Q","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"A system and method for grouping data files into related groups using a combination of deterministic matching and machine learning based cosine similarity matching. The method includes loading the data files into hive tables, combining files in the hive tables into common structured files, and providing prior stored base data hive tables. The method also includes performing a deterministic matching process that matches the common structured files with each other and with the prior stored matched groups of files into related groups, and performing a machine learning based cosine similarity matching process that matches the common structured files with each other and with the prior stored matched groups of files into related groups, where the machine learning based cosine similarity matching process uses at least one neural network. The method combines the matched files from the deterministic matching process and the machine learning based cosine similarity matching process."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Pairing and grouping user profiles accessed from pre-current systems","description":"A system and method for grouping data files into related groups using a combination of deterministic matching and machine learning based cosine similarity matching. The method includes loading the dat","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11989777","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-11989777","citation_suggestion":"Patentable. \"Pairing and grouping user profiles accessed from pre-current systems\" (US-11989777). https://patentable.app/patents/US-11989777","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11989777","json":"https://patentable.app/api/llm-context/US-11989777","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T00:18:00.905Z"}