{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-8538967","patent":{"patent_number":"US-8538967","title":"Optimizing recategorization of financial transactions using collaborative filtering","assignee":null,"inventors":[],"filing_date":"2011-01-12T00:00:00.000Z","publication_date":"2013-09-17T00:00:00.000Z","cpc_codes":["G06Q"],"num_claims":22,"abstract":"A method to optimize recategorization of financial transactions using collaborative filtering involves obtaining a set of financial transactions of a set of users with a merchant. The method also involves determining, using a processor, a first portion of the set of financial transactions assigned to each recategorization value of a set of recategorization values; determining, using the processor, a second portion of the set of financial transactions where the each recategorization value is different from an initial category; generating, using the processor, a recategorization index for each recategorization value using the first portion of each recategorization value and the second portion; and determining, using the processor, an alternative categorization candidate based on the recategorization index of the each recategorization value."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Optimizing recategorization of financial transactions using collaborative filtering","description":"A method to optimize recategorization of financial transactions using collaborative filtering involves obtaining a set of financial transactions of a set of users with a merchant. The method also invo","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-8538967","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-8538967","citation_suggestion":"Patentable. \"Optimizing recategorization of financial transactions using collaborative filtering\" (US-8538967). https://patentable.app/patents/US-8538967","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-8538967","json":"https://patentable.app/api/llm-context/US-8538967","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T05:12:04.360Z"}