{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9591063","patent":{"patent_number":"US-9591063","title":"Parallel community detection","assignee":null,"inventors":[],"filing_date":"2014-03-04T00:00:00.000Z","publication_date":"2017-03-07T00:00:00.000Z","cpc_codes":["H04L"],"num_claims":27,"abstract":"Various embodiments are directed to techniques for countering oscillation in community assignments of nodes in a network during detection of its communities. A computer-program product tangibly embodied in a non-transitory machine-readable storage medium includes instructions operable to cause a computing device to derive a first connectedness metric of a first community to which a first node of a network belongs and a second connectedness metric of a second community to which a second node of the network belongs in parallel in an iteration of parallel detection of communities in the network, wherein the first and second nodes are connected in the network; randomly pin the first node to prevent its reassignment to another community during the iteration; compare the first and second connectedness metrics during the iteration; and reassign the second node from the second community to the first community based on the comparison. Other embodiments are described and claimed."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Parallel community detection","description":"Various embodiments are directed to techniques for countering oscillation in community assignments of nodes in a network during detection of its communities. A computer-program product tangibly embodi","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9591063","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-9591063","citation_suggestion":"Patentable. \"Parallel community detection\" (US-9591063). https://patentable.app/patents/US-9591063","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9591063","json":"https://patentable.app/api/llm-context/US-9591063","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T12:46:32.804Z"}