{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9589048","patent":{"patent_number":"US-9589048","title":"Geolocation data analytics on multi-group populations of user computing devices","assignee":null,"inventors":[],"filing_date":"2016-03-20T00:00:00.000Z","publication_date":"2017-03-07T00:00:00.000Z","cpc_codes":["G06F","G06F","G06Q","G06Q","H04L"],"num_claims":20,"abstract":"Provided is a process including: obtaining device identifiers of a population of user computing devices; obtaining groups of the users computing devices obtaining one or more places of interest; assigning user computing devices to either a treatment collection xor a control collection based on hash values of the device identifiers; directing application of the treatment according to the assignment; obtaining geolocations visited by the user computing devices; assigning the geolocations to either the treatment collection xor the control collection based on hash values of device identifiers associated with the geolocations; assigning the geolocations to one or more of the groups based on the device identifiers associated with the geolocations; and for each group, determining a respective amount of visits to at least some of the one or more places of interest attributable to the treatment based on the geolocation assignments."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Geolocation data analytics on multi-group populations of user computing devices","description":"Provided is a process including: obtaining device identifiers of a population of user computing devices; obtaining groups of the users computing devices obtaining one or more places of interest; assig","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9589048","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-9589048","citation_suggestion":"Patentable. \"Geolocation data analytics on multi-group populations of user computing devices\" (US-9589048). https://patentable.app/patents/US-9589048","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9589048","json":"https://patentable.app/api/llm-context/US-9589048","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T06:23:45.505Z"}