{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10482542","patent":{"patent_number":"US-10482542","title":"Tax fraud detection through linked relationships","assignee":null,"inventors":[],"filing_date":"2015-10-23T00:00:00.000Z","publication_date":"2019-11-19T00:00:00.000Z","cpc_codes":["G06Q"],"num_claims":20,"abstract":"Determining whether a subject tax return is fraudulent includes extracting from the subject tax return information and identifying one or more subject nodes based on the extracted information. Separately, a plurality of external nodes is generated based upon previously filed tax returns. At least a portion of the plurality of external nodes is fraud-indicative nodes. The subject nodes are compared to the external nodes to identify shared relationships of related information, such as a tax return related to an external node having the same bank account information as the subject tax return related to the subject node. Based upon shared information, links are determined to indicate whether the subject node is indicative of fraud."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Tax fraud detection through linked relationships","description":"Determining whether a subject tax return is fraudulent includes extracting from the subject tax return information and identifying one or more subject nodes based on the extracted information. Separat","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10482542","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-10482542","citation_suggestion":"Patentable. \"Tax fraud detection through linked relationships\" (US-10482542). https://patentable.app/patents/US-10482542","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10482542","json":"https://patentable.app/api/llm-context/US-10482542","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:15:20.913Z"}