{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10505963","patent":{"patent_number":"US-10505963","title":"Anomaly score generation based on adaptive clustering of user location","assignee":null,"inventors":[],"filing_date":"2017-11-01T00:00:00.000Z","publication_date":"2019-12-10T00:00:00.000Z","cpc_codes":["H04L","H04W","G06F","G06F","G06F","H04L","H04W"],"num_claims":20,"abstract":"Techniques are provided for determining anomaly scores for transactions based on adaptive clustering of the location of a given user over multiple transactions. In one embodiment, a method comprises obtaining transaction data for a given computer transaction by a user; extracting one or more location features from the transaction data for the given computer transaction; determining a user location of the given computer transaction based on the one or more location features; assigning the given computer transaction to one user location cluster of a plurality of user location clusters of the user based on a distance between the user location and centroids of each of the plurality of user location clusters, when the determined user location satisfies one or more predefined distance criteria; determining an anomaly score for the given computer transaction based at least in part on a centroid location of the assigned user location cluster; and updating the centroid location of the assigned user location cluster based on the user location."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Anomaly score generation based on adaptive clustering of user location","description":"Techniques are provided for determining anomaly scores for transactions based on adaptive clustering of the location of a given user over multiple transactions. In one embodiment, a method comprises o","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10505963","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-10505963","citation_suggestion":"Patentable. \"Anomaly score generation based on adaptive clustering of user location\" (US-10505963). https://patentable.app/patents/US-10505963","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10505963","json":"https://patentable.app/api/llm-context/US-10505963","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T23:05:32.352Z"}