{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11481645","patent":{"patent_number":"US-11481645","title":"System, method, and computer program product for generating real-time predictions for vehicle transportation requests using machine learning","assignee":null,"inventors":[],"filing_date":"2018-09-04T00:00:00.000Z","publication_date":"2022-10-25T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G08G","G06N","G06N","G06N","G06N","G06N","G06N","G06Q"],"num_claims":20,"abstract":"Described are a system, method, and computer program product for generating real-time predictions for vehicle transportation requests using machine learning. The method includes generating, with a processor and a machine-learning classification model, a transportation categorization for each consumer of a plurality of consumers based on historic transaction data; processing a plurality of new transactions by each consumer, each new transaction associated with a geographic node of activity; in response to processing the new transactions, generating a plurality of vehicle transportation predictions for the consumers based on the transportation categorization for each consumer and a geographic node of activity associated with a new transaction, each vehicle transportation prediction representing a likelihood that the consumer will request vehicle transportation subsequent to conducting the new transaction; and generating a supply map interface comprising a visual identification of a location in which a number of requests for vehicle transportation is predicted to increase based on the vehicle transportation predictions."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System, method, and computer program product for generating real-time predictions for vehicle transportation requests using machine learning","description":"Described are a system, method, and computer program product for generating real-time predictions for vehicle transportation requests using machine learning. The method includes generating, with a pro","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11481645","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-11481645","citation_suggestion":"Patentable. \"System, method, and computer program product for generating real-time predictions for vehicle transportation requests using machine learning\" (US-11481645). https://patentable.app/patents/US-11481645","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11481645","json":"https://patentable.app/api/llm-context/US-11481645","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T19:15:10.247Z"}