{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10489425","patent":{"patent_number":"US-10489425","title":"User clustering based on query history","assignee":null,"inventors":[],"filing_date":"2017-10-26T00:00:00.000Z","publication_date":"2019-11-26T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"Methods, systems, and devices for user clustering on a cloud platform are described. A user associated with a client may implement a search function to query objects in a database system, and may select an entity (i.e., the clicked entity) from the search results. Each client may utilize the cloud platform in a specific manner, where users associated with the client may frequently search for certain types of objects. In some cases, one or more clients may share similar search histories or clicked entities. A clustering server may group clients with similar search histories or click distributions into common clusters. For future searches, the clustering server may utilize a machine learning model to predict the type of object being searched for based on the clustering. For example, user devices associated with a particular cluster may display similar groups and orders of object types in response to similar queries."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"User clustering based on query history","description":"Methods, systems, and devices for user clustering on a cloud platform are described. A user associated with a client may implement a search function to query objects in a database system, and may sele","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10489425","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-10489425","citation_suggestion":"Patentable. \"User clustering based on query history\" (US-10489425). https://patentable.app/patents/US-10489425","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10489425","json":"https://patentable.app/api/llm-context/US-10489425","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T18:51:54.969Z"}