{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11943386","patent":{"patent_number":"US-11943386","title":"Call graphs for telecommunication network activity detection","assignee":null,"inventors":[],"filing_date":"2021-12-31T00:00:00.000Z","publication_date":"2024-03-26T00:00:00.000Z","cpc_codes":["H04M","G06N","H04L","H04M","H04M","H04M","H04M","H04M","H04W","G06N"],"num_claims":20,"abstract":"A processing system may maintain a communication graph that includes nodes representing a plurality of phone numbers including a first phone number and edges between the nodes representing a plurality of communications between the plurality of phone numbers and may generate at least one vector via a graph embedding process applied to the communication graph, the at least one vector representing features of at least a portion of the communication graph. The processing system may then apply the at least one vector to a prediction model that is implemented by the processing system and that is configured to predict whether the first phone number is associated with a type of network activity associated with a telecommunication network and may implement a remedial action in response to an output of the prediction model indicating that the first phone number is associated with the type of network activity."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Call graphs for telecommunication network activity detection","description":"A processing system may maintain a communication graph that includes nodes representing a plurality of phone numbers including a first phone number and edges between the nodes representing a plurality","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11943386","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-11943386","citation_suggestion":"Patentable. \"Call graphs for telecommunication network activity detection\" (US-11943386). https://patentable.app/patents/US-11943386","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11943386","json":"https://patentable.app/api/llm-context/US-11943386","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:11:56.099Z"}