{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11290614","patent":{"patent_number":"US-11290614","title":"Automatic grouping method in web based Device Management Applications using unsupervised machine learning algorithm","assignee":null,"inventors":[],"filing_date":"2017-08-31T00:00:00.000Z","publication_date":"2022-03-29T00:00:00.000Z","cpc_codes":["H04N","H04N","H04N","H04N","H04N","H04N"],"num_claims":21,"abstract":"In order to automatically group or cluster printing devices in a fleet of such devices for servicing, print status data and print state data are received, which comprises alert information for each of the plurality of printing devices, from each of a plurality of printing devices in a fleet of devices. Devices with similar print statuses and alerts are automatically clustered, and the clustered output result displayed on a user interface of a device management application (DMA). The clustered output result is also integrated into the DMA, and a print status alert module generates automated print status alerts for printers identified during clustering. The automated print status alerts are then output for display on the user interface."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Automatic grouping method in web based Device Management Applications using unsupervised machine learning algorithm","description":"In order to automatically group or cluster printing devices in a fleet of such devices for servicing, print status data and print state data are received, which comprises alert information for each of","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11290614","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-11290614","citation_suggestion":"Patentable. \"Automatic grouping method in web based Device Management Applications using unsupervised machine learning algorithm\" (US-11290614). https://patentable.app/patents/US-11290614","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11290614","json":"https://patentable.app/api/llm-context/US-11290614","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T13:45:11.792Z"}