{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11964209","patent":{"patent_number":"US-11964209","title":"Machine learning based gaming platform messaging risk management using gamer behavior","assignee":null,"inventors":[],"filing_date":"2022-03-17T00:00:00.000Z","publication_date":"2024-04-23T00:00:00.000Z","cpc_codes":["A63F","A63F","A63F","A63F","A63F","H04L"],"num_claims":20,"abstract":"A machine learning (ML) model is used to identify spam messages and spammers in computer game settings based on learned gamer behavior. An evaluator module receives score(s) from the ML model indicating whether a particular message is spam or other undesired message and when the scores satisfy a threshold, passes the message to a punishment module to determine whether the warn, suspend, or ban the sending account."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine learning based gaming platform messaging risk management using gamer behavior","description":"A machine learning (ML) model is used to identify spam messages and spammers in computer game settings based on learned gamer behavior. An evaluator module receives score(s) from the ML model indicati","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11964209","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-11964209","citation_suggestion":"Patentable. \"Machine learning based gaming platform messaging risk management using gamer behavior\" (US-11964209). https://patentable.app/patents/US-11964209","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11964209","json":"https://patentable.app/api/llm-context/US-11964209","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T17:21:33.726Z"}